tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_race CLI_ethnicity CLUS_mRNA_cNMF CLUS_mRNA_cHierarchical CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_ABCC1 SMG_mutsig2.0_ACSF2 SMG_mutsig2.0_ACSL3 SMG_mutsig2.0_ADAM28_cosmic SMG_mutsig2.0_ADCY8_cosmic SMG_mutsig2.0_ALDH1A3 SMG_mutsig2.0_AMHR2 SMG_mutsig2.0_ANGPTL6 SMG_mutsig2.0_AQP7 SMG_mutsig2.0_AR SMG_mutsig2.0_ARAP3 SMG_mutsig2.0_ARHGAP33_cosmic SMG_mutsig2.0_ARPC2 SMG_mutsig2.0_ASRGL1 SMG_mutsig2.0_ATM_cosmic SMG_mutsig2.0_ATN1 SMG_mutsig2.0_ATP1B1 SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BMF SMG_mutsig2.0_BMP8A SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_C16orf78_cosmic SMG_mutsig2.0_C1S SMG_mutsig2.0_C4orf47 SMG_mutsig2.0_C9orf171_cosmic SMG_mutsig2.0_CAD SMG_mutsig2.0_CAMTA2 SMG_mutsig2.0_CARKD_cosmic SMG_mutsig2.0_CCDC136 SMG_mutsig2.0_CCDC91 SMG_mutsig2.0_CCDC97 SMG_mutsig2.0_CD4 SMG_mutsig2.0_CDC42EP3 SMG_mutsig2.0_CDCA8_cosmic SMG_mutsig2.0_CDHR1 SMG_mutsig2.0_CDKN2A_cosmic SMG_mutsig2.0_CECR1 SMG_mutsig2.0_CHSY1 SMG_mutsig2.0_CIB3 SMG_mutsig2.0_CPOX SMG_mutsig2.0_CRYBB1 SMG_mutsig2.0_CSF1R_cosmic SMG_mutsig2.0_CSK_cosmic SMG_mutsig2.0_CUL3 SMG_mutsig2.0_CXorf23_cosmic SMG_mutsig2.0_CYP2C18_cosmic SMG_mutsig2.0_DCAF11 SMG_mutsig2.0_DCDC1 SMG_mutsig2.0_DHRSX SMG_mutsig2.0_DNMT1 SMG_mutsig2.0_DNMT3A SMG_mutsig2.0_DPAGT1 SMG_mutsig2.0_DPEP2 SMG_mutsig2.0_DPP3 SMG_mutsig2.0_DPYSL4_cosmic SMG_mutsig2.0_ECHDC2_cosmic SMG_mutsig2.0_EDIL3 SMG_mutsig2.0_EFNB3 SMG_mutsig2.0_EGFR_cosmic SMG_mutsig2.0_EGR1 SMG_mutsig2.0_ELOVL5 SMG_mutsig2.0_EMG1 SMG_mutsig2.0_EMP2 SMG_mutsig2.0_ENO1_cosmic SMG_mutsig2.0_EXTL2 SMG_mutsig2.0_F2RL1_cosmic SMG_mutsig2.0_FAM122C SMG_mutsig2.0_FAM20C SMG_mutsig2.0_FAP SMG_mutsig2.0_FBXO24 SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_FRG1 SMG_mutsig2.0_FZR1_cosmic SMG_mutsig2.0_GALNT7_cosmic SMG_mutsig2.0_GLS SMG_mutsig2.0_HPS3 SMG_mutsig2.0_HSPA2_cosmic SMG_mutsig2.0_IFNB1_cosmic SMG_mutsig2.0_IGDCC4 SMG_mutsig2.0_IL32 SMG_mutsig2.0_IMPA2_cosmic SMG_mutsig2.0_INPP5E_cosmic SMG_mutsig2.0_KCNK1_cosmic SMG_mutsig2.0_KCNK5 SMG_mutsig2.0_KDELR3 SMG_mutsig2.0_KDM5C SMG_mutsig2.0_KIAA0408 SMG_mutsig2.0_KIF16B_cosmic SMG_mutsig2.0_KLHL7 SMG_mutsig2.0_KLK10_cosmic SMG_mutsig2.0_KRAS SMG_mutsig2.0_KRTAP4-11 SMG_mutsig2.0_KRTAP4-5 SMG_mutsig2.0_LDLRAP1 SMG_mutsig2.0_LETM1 SMG_mutsig2.0_LETMD1 SMG_mutsig2.0_LMO4 SMG_mutsig2.0_MAGEC1 SMG_mutsig2.0_MARK4 SMG_mutsig2.0_MET SMG_mutsig2.0_MKX SMG_mutsig2.0_MPO SMG_mutsig2.0_MRGPRX3 SMG_mutsig2.0_MRPL10 SMG_mutsig2.0_MTG1 SMG_mutsig2.0_MTOR SMG_mutsig2.0_MUC2 SMG_mutsig2.0_MUC4 SMG_mutsig2.0_MUC6 SMG_mutsig2.0_MYF6_cosmic SMG_mutsig2.0_NACA SMG_mutsig2.0_NAPSA SMG_mutsig2.0_NASP SMG_mutsig2.0_NAT8 SMG_mutsig2.0_NDUFA3_cosmic SMG_mutsig2.0_NDUFAF3 SMG_mutsig2.0_NEFH SMG_mutsig2.0_NEK8_cosmic SMG_mutsig2.0_NETO2 SMG_mutsig2.0_NF1_cosmic SMG_mutsig2.0_NF2 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NKX2-1_cosmic SMG_mutsig2.0_NPL SMG_mutsig2.0_NSFL1C SMG_mutsig2.0_NTRK3_cosmic SMG_mutsig2.0_NWD1 SMG_mutsig2.0_ONECUT2_cosmic SMG_mutsig2.0_OR10G3_cosmic SMG_mutsig2.0_OR2A25 SMG_mutsig2.0_OR4A47 SMG_mutsig2.0_OR4D1 SMG_mutsig2.0_OR4D11 SMG_mutsig2.0_OR4M1 SMG_mutsig2.0_OR4N2 SMG_mutsig2.0_OR5V1 SMG_mutsig2.0_OR9Q1 SMG_mutsig2.0_OSBPL3 SMG_mutsig2.0_OTOL1 SMG_mutsig2.0_PARD6B SMG_mutsig2.0_PAX2 SMG_mutsig2.0_PBRM1 SMG_mutsig2.0_PCDHGC4 SMG_mutsig2.0_PCF11 SMG_mutsig2.0_PCGF1 SMG_mutsig2.0_PCGF2 SMG_mutsig2.0_PCSK5 SMG_mutsig2.0_PDE9A SMG_mutsig2.0_PDLIM4_cosmic SMG_mutsig2.0_PHACTR1 SMG_mutsig2.0_PHYH SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PKD2 SMG_mutsig2.0_PLOD3 SMG_mutsig2.0_PRB1 SMG_mutsig2.0_PRB4 SMG_mutsig2.0_PRDX5_cosmic SMG_mutsig2.0_PREP SMG_mutsig2.0_PRKAA2 SMG_mutsig2.0_PRKAG2_cosmic SMG_mutsig2.0_PRODH_cosmic SMG_mutsig2.0_PRSS3 SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PXMP2 SMG_mutsig2.0_RALB_cosmic SMG_mutsig2.0_RASAL1 SMG_mutsig2.0_RBM23 SMG_mutsig2.0_RBPJL SMG_mutsig2.0_RCN1_cosmic SMG_mutsig2.0_REM1 SMG_mutsig2.0_RHEB SMG_mutsig2.0_RIMBP3 SMG_mutsig2.0_RIMBP3B SMG_mutsig2.0_RIN1_cosmic SMG_mutsig2.0_RNF113B_cosmic SMG_mutsig2.0_RNF144A_cosmic SMG_mutsig2.0_RNF168 SMG_mutsig2.0_RPL22 SMG_mutsig2.0_RPS6KA1 SMG_mutsig2.0_RRAS2 SMG_mutsig2.0_RSU1 SMG_mutsig2.0_RTKN SMG_mutsig2.0_SAV1 SMG_mutsig2.0_SCN4A SMG_mutsig2.0_SCYL1_cosmic SMG_mutsig2.0_SDHAF2 SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SHANK1 SMG_mutsig2.0_SLC14A1_cosmic SMG_mutsig2.0_SLC1A7_cosmic SMG_mutsig2.0_SLC26A4 SMG_mutsig2.0_SLC30A9 SMG_mutsig2.0_SLC35F1 SMG_mutsig2.0_SLC43A3 SMG_mutsig2.0_SLC4A5 SMG_mutsig2.0_SLC6A7 SMG_mutsig2.0_SMARCA4 SMG_mutsig2.0_SMARCB1 SMG_mutsig2.0_SMG7 SMG_mutsig2.0_SNRNP70 SMG_mutsig2.0_SORD SMG_mutsig2.0_SPATA13_cosmic SMG_mutsig2.0_SPDYE3 SMG_mutsig2.0_SPRY4 SMG_mutsig2.0_STAG2 SMG_mutsig2.0_STXBP3_cosmic SMG_mutsig2.0_SYNE1_cosmic SMG_mutsig2.0_TAGLN3 SMG_mutsig2.0_TAS2R3 SMG_mutsig2.0_TAS2R43 SMG_mutsig2.0_TATDN2 SMG_mutsig2.0_TCEB1 SMG_mutsig2.0_THBS1 SMG_mutsig2.0_TIMP3 SMG_mutsig2.0_TMEM47_cosmic SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRH SMG_mutsig2.0_TSKS SMG_mutsig2.0_TSPAN19 SMG_mutsig2.0_TXNIP SMG_mutsig2.0_UBXN7 SMG_mutsig2.0_UHRF2 SMG_mutsig2.0_VCL_cosmic SMG_mutsig2.0_VCX3B SMG_mutsig2.0_VHL SMG_mutsig2.0_VPS33A SMG_mutsig2.0_WASL SMG_mutsig2.0_YIF1A SMG_mutsig2.0_ZADH2 SMG_mutsig2.0_ZC3H3_cosmic SMG_mutsig2.0_ZDHHC5 SMG_mutsig2.0_ZFYVE26_cosmic SMG_mutsig2.0_ZMAT2 SMG_mutsig2.0_ZNF280A SMG_mutsig2.0_ZNF438_cosmic SMG_mutsig2.0_ZNF512 SMG_mutsig2.0_ZNF521_cosmic SMG_mutsig2.0_ZNF532_cosmic SMG_mutsig2.0_ZNF625 SMG_mutsig2.0_ZNF814 SMG_mutsig2.0_ZNHIT1_cosmic SMG_mutsig.CV_AASS SMG_mutsig.CV_ABCC6 SMG_mutsig.CV_ADAM28_cosmic SMG_mutsig.CV_ADCY8_cosmic SMG_mutsig.CV_AMHR2 SMG_mutsig.CV_ANGPTL6 SMG_mutsig.CV_ANKRD23 SMG_mutsig.CV_ARAP3 SMG_mutsig.CV_ARHGAP33_cosmic SMG_mutsig.CV_ARPC2 SMG_mutsig.CV_ATM_cosmic SMG_mutsig.CV_ATN1 SMG_mutsig.CV_BAP1 SMG_mutsig.CV_BMF SMG_mutsig.CV_BMP8A SMG_mutsig.CV_BRAF_cosmic SMG_mutsig.CV_C16orf78_cosmic SMG_mutsig.CV_C9orf171_cosmic SMG_mutsig.CV_CAMTA2 SMG_mutsig.CV_CARKD_cosmic SMG_mutsig.CV_CCDC136 SMG_mutsig.CV_CCDC62 SMG_mutsig.CV_CCDC91 SMG_mutsig.CV_CCDC97 SMG_mutsig.CV_CD4 SMG_mutsig.CV_CDCA8_cosmic SMG_mutsig.CV_CDHR1 SMG_mutsig.CV_CDK4 SMG_mutsig.CV_CDKN2A_cosmic SMG_mutsig.CV_CECR1 SMG_mutsig.CV_CES1 SMG_mutsig.CV_CFC1B SMG_mutsig.CV_CFDP1 SMG_mutsig.CV_CIB3 SMG_mutsig.CV_CRIPAK SMG_mutsig.CV_CRYBB1 SMG_mutsig.CV_CSF1R_cosmic SMG_mutsig.CV_CSK_cosmic SMG_mutsig.CV_CUL3 SMG_mutsig.CV_CXorf23_cosmic SMG_mutsig.CV_CYP2C18_cosmic SMG_mutsig.CV_DCAF11 SMG_mutsig.CV_DCDC1 SMG_mutsig.CV_DHX35 SMG_mutsig.CV_DNAH3 SMG_mutsig.CV_DNMT1 SMG_mutsig.CV_DNMT3A SMG_mutsig.CV_DPAGT1 SMG_mutsig.CV_DPCR1 SMG_mutsig.CV_DPEP2 SMG_mutsig.CV_DPP3 SMG_mutsig.CV_DPYSL4_cosmic SMG_mutsig.CV_DST SMG_mutsig.CV_ECHDC2_cosmic SMG_mutsig.CV_EDIL3_cosmic SMG_mutsig.CV_EFNB3 SMG_mutsig.CV_EGFR_cosmic SMG_mutsig.CV_EGR1 SMG_mutsig.CV_ELOVL5 SMG_mutsig.CV_EMP2 SMG_mutsig.CV_ENO1_cosmic SMG_mutsig.CV_F2RL1_cosmic SMG_mutsig.CV_FAM122C SMG_mutsig.CV_FAM200A SMG_mutsig.CV_FCHSD1 SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_FLT4 SMG_mutsig.CV_FSTL4 SMG_mutsig.CV_FZR1_cosmic SMG_mutsig.CV_GALNT7_cosmic SMG_mutsig.CV_GSTCD SMG_mutsig.CV_HLA-C SMG_mutsig.CV_HMCN1 SMG_mutsig.CV_HPS3 SMG_mutsig.CV_HSPA2_cosmic SMG_mutsig.CV_IDH2 SMG_mutsig.CV_IFNB1_cosmic SMG_mutsig.CV_IGDCC4 SMG_mutsig.CV_IL32 SMG_mutsig.CV_IMPA2_cosmic SMG_mutsig.CV_INPP5E_cosmic SMG_mutsig.CV_ITGAD SMG_mutsig.CV_KCNK1_cosmic SMG_mutsig.CV_KDELR3 SMG_mutsig.CV_KDM5C SMG_mutsig.CV_KIF16B_cosmic SMG_mutsig.CV_KLK10_cosmic SMG_mutsig.CV_KRAS_cosmic SMG_mutsig.CV_LDLRAP1 SMG_mutsig.CV_LETMD1 SMG_mutsig.CV_LRRC1 SMG_mutsig.CV_M6PR SMG_mutsig.CV_MARK4 SMG_mutsig.CV_MET_cosmic SMG_mutsig.CV_MRPL10 SMG_mutsig.CV_MTFR1 SMG_mutsig.CV_MTOR_cosmic SMG_mutsig.CV_MYF6_cosmic SMG_mutsig.CV_NAPSA SMG_mutsig.CV_NAT8 SMG_mutsig.CV_NCOA2 SMG_mutsig.CV_NDUFA3_cosmic SMG_mutsig.CV_NEFH SMG_mutsig.CV_NEK8_cosmic SMG_mutsig.CV_NETO2 SMG_mutsig.CV_NF1_cosmic SMG_mutsig.CV_NF2 SMG_mutsig.CV_NFE2L2 SMG_mutsig.CV_NKX2-1_cosmic SMG_mutsig.CV_NPL SMG_mutsig.CV_NSFL1C SMG_mutsig.CV_NTRK3_cosmic SMG_mutsig.CV_OCEL1 SMG_mutsig.CV_ONECUT2_cosmic SMG_mutsig.CV_OR10G3_cosmic SMG_mutsig.CV_OR4D1 SMG_mutsig.CV_PARD6B SMG_mutsig.CV_PBRM1 SMG_mutsig.CV_PCGF1 SMG_mutsig.CV_PCGF2 SMG_mutsig.CV_PDE9A SMG_mutsig.CV_PDLIM4 SMG_mutsig.CV_PGLYRP3 SMG_mutsig.CV_PHACTR1 SMG_mutsig.CV_PHYH SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PKD2 SMG_mutsig.CV_PLOD3 SMG_mutsig.CV_POLR2F SMG_mutsig.CV_PRB1 SMG_mutsig.CV_PRDX5_cosmic SMG_mutsig.CV_PREP SMG_mutsig.CV_PRKAG2_cosmic SMG_mutsig.CV_PRODH_cosmic SMG_mutsig.CV_PRSS3 SMG_mutsig.CV_PTCH1_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_PTGER3 SMG_mutsig.CV_PXMP2 SMG_mutsig.CV_RALB_cosmic SMG_mutsig.CV_RBM23 SMG_mutsig.CV_RCN1_cosmic SMG_mutsig.CV_RELA SMG_mutsig.CV_RIN1_cosmic SMG_mutsig.CV_RNF113B_cosmic SMG_mutsig.CV_RNF144A_cosmic SMG_mutsig.CV_RPS6KA1 SMG_mutsig.CV_RRAS2 SMG_mutsig.CV_SAV1 SMG_mutsig.CV_SCYL1_cosmic SMG_mutsig.CV_SDHAF2 SMG_mutsig.CV_SEMA4F SMG_mutsig.CV_SETD2 SMG_mutsig.CV_SIRT4 SMG_mutsig.CV_SLC14A1_cosmic SMG_mutsig.CV_SLC1A7_cosmic SMG_mutsig.CV_SLC26A4 SMG_mutsig.CV_SLC30A9 SMG_mutsig.CV_SLC4A5 SMG_mutsig.CV_SLC6A7 SMG_mutsig.CV_SMARCA4 SMG_mutsig.CV_SMARCB1 SMG_mutsig.CV_SMARCC2 SMG_mutsig.CV_SMG7 SMG_mutsig.CV_SNRNP70 SMG_mutsig.CV_SORD SMG_mutsig.CV_SPATA13_cosmic SMG_mutsig.CV_SPDYE3 SMG_mutsig.CV_SPRY4 SMG_mutsig.CV_STAG2 SMG_mutsig.CV_STXBP3_cosmic SMG_mutsig.CV_SYNE1_cosmic SMG_mutsig.CV_TAS2R3 SMG_mutsig.CV_TAS2R43 SMG_mutsig.CV_TET2 SMG_mutsig.CV_TEX11 SMG_mutsig.CV_TMEM47_cosmic SMG_mutsig.CV_TMOD1 SMG_mutsig.CV_TP53 SMG_mutsig.CV_TSKS SMG_mutsig.CV_TSPAN19 SMG_mutsig.CV_TUBAL3 SMG_mutsig.CV_VCL_cosmic SMG_mutsig.CV_VHL SMG_mutsig.CV_WDR81 SMG_mutsig.CV_ZC3H3_cosmic SMG_mutsig.CV_ZCCHC17 SMG_mutsig.CV_ZDHHC5 SMG_mutsig.CV_ZDHHC9 SMG_mutsig.CV_ZFYVE26_cosmic SMG_mutsig.CV_ZMAT2 SMG_mutsig.CV_ZNF280A SMG_mutsig.CV_ZNF438_cosmic SMG_mutsig.CV_ZNF521_cosmic SMG_mutsig.CV_ZNF532_cosmic SMG_mutsig.CV_ZNF625 SMG_mutsig.CV_ZNHIT1_cosmic SMG_mutsig.2CV_ACSF2 SMG_mutsig.2CV_ADAM28_cosmic SMG_mutsig.2CV_ADCY8_cosmic SMG_mutsig.2CV_ALMS1 SMG_mutsig.2CV_AR SMG_mutsig.2CV_ARAP3_cosmic SMG_mutsig.2CV_ARHGAP33_cosmic SMG_mutsig.2CV_ARHGAP35 SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ATM SMG_mutsig.2CV_BCLAF1 SMG_mutsig.2CV_BRAF_cosmic SMG_mutsig.2CV_C16orf78_cosmic SMG_mutsig.2CV_C9orf171_cosmic SMG_mutsig.2CV_CACNA1C SMG_mutsig.2CV_CARKD_cosmic SMG_mutsig.2CV_CDCA8_cosmic SMG_mutsig.2CV_CDK12 SMG_mutsig.2CV_CDKN2A_cosmic SMG_mutsig.2CV_CSF1R_cosmic SMG_mutsig.2CV_CSK_cosmic SMG_mutsig.2CV_CUL3 SMG_mutsig.2CV_CXorf23_cosmic SMG_mutsig.2CV_CYP2C18_cosmic SMG_mutsig.2CV_DNAJA3 SMG_mutsig.2CV_DNMT3A SMG_mutsig.2CV_DPYSL4_cosmic SMG_mutsig.2CV_ECHDC2_cosmic SMG_mutsig.2CV_EDIL3_cosmic SMG_mutsig.2CV_EGFR_cosmic SMG_mutsig.2CV_ENO1_cosmic SMG_mutsig.2CV_EPS15L1 SMG_mutsig.2CV_F2RL1_cosmic SMG_mutsig.2CV_FAM178A SMG_mutsig.2CV_FAT1 SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_FZR1_cosmic SMG_mutsig.2CV_GALNT7_cosmic SMG_mutsig.2CV_GLS SMG_mutsig.2CV_GPR50 SMG_mutsig.2CV_HSPA2_cosmic SMG_mutsig.2CV_IFNB1_cosmic SMG_mutsig.2CV_IMPA2_cosmic SMG_mutsig.2CV_INPP5E_cosmic SMG_mutsig.2CV_KCNK1_cosmic SMG_mutsig.2CV_KDM5C SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KIAA0922 SMG_mutsig.2CV_KIF16B_cosmic SMG_mutsig.2CV_KLK10_cosmic SMG_mutsig.2CV_KRAS SMG_mutsig.2CV_MET SMG_mutsig.2CV_MTOR SMG_mutsig.2CV_MYF6_cosmic SMG_mutsig.2CV_NASP SMG_mutsig.2CV_NDUFA3_cosmic SMG_mutsig.2CV_NEFH SMG_mutsig.2CV_NEK8_cosmic SMG_mutsig.2CV_NF1_cosmic SMG_mutsig.2CV_NF2 SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NIPBL SMG_mutsig.2CV_NKX2-1_cosmic SMG_mutsig.2CV_NOM1 SMG_mutsig.2CV_NTRK3_cosmic SMG_mutsig.2CV_NUDT11 SMG_mutsig.2CV_ONECUT2_cosmic SMG_mutsig.2CV_OR10G3_cosmic SMG_mutsig.2CV_PAM SMG_mutsig.2CV_PARD6B SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PCF11 SMG_mutsig.2CV_PCK1 SMG_mutsig.2CV_PDLIM4_cosmic SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PODXL SMG_mutsig.2CV_PRDX5_cosmic SMG_mutsig.2CV_PRKAG2_cosmic SMG_mutsig.2CV_PRODH_cosmic SMG_mutsig.2CV_PTCH1_cosmic SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RAI1 SMG_mutsig.2CV_RALB_cosmic SMG_mutsig.2CV_RCN1_cosmic SMG_mutsig.2CV_RILPL1 SMG_mutsig.2CV_RIMBP3 SMG_mutsig.2CV_RIN1_cosmic SMG_mutsig.2CV_RNF113B_cosmic SMG_mutsig.2CV_RNF144A_cosmic SMG_mutsig.2CV_SCYL1_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SLC14A1_cosmic SMG_mutsig.2CV_SLC1A7_cosmic SMG_mutsig.2CV_SLC23A1 SMG_mutsig.2CV_SLC6A14 SMG_mutsig.2CV_SMARCA4 SMG_mutsig.2CV_SMARCB1 SMG_mutsig.2CV_SPATA13_cosmic SMG_mutsig.2CV_STAG2 SMG_mutsig.2CV_STXBP3_cosmic SMG_mutsig.2CV_SYNE1_cosmic SMG_mutsig.2CV_TCEB1 SMG_mutsig.2CV_TMEM47_cosmic SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TXNIP SMG_mutsig.2CV_VCL_cosmic SMG_mutsig.2CV_VHL SMG_mutsig.2CV_WASL SMG_mutsig.2CV_WDR52 SMG_mutsig.2CV_ZC3H3_cosmic SMG_mutsig.2CV_ZFYVE26_cosmic SMG_mutsig.2CV_ZNF438_cosmic SMG_mutsig.2CV_ZNF521_cosmic SMG_mutsig.2CV_ZNF532_cosmic SMG_mutsig.2CV_ZNF814 SMG_mutsig.2CV_ZNHIT1_cosmic rate_non rate_sil MutsigCateg_*CpG->T MutsigCateg_*Cp(A/C/T)->T MutsigCateg_A->G MutsigCateg_C->(G/A) MutsigCateg_A->(T/C) SMG_AASS_mRNA SMG_ABCC1_mRNA SMG_ABCC6_mRNA SMG_ACSF2_mRNA SMG_ACSL3_mRNA SMG_ADAM28_mRNA SMG_ADCY8_mRNA SMG_ALDH1A3_mRNA SMG_ALMS1_mRNA SMG_AMHR2_mRNA SMG_ANGPTL6_mRNA SMG_ANKRD23_mRNA SMG_AQP7_mRNA SMG_ARAP3_mRNA SMG_ARHGAP33_mRNA SMG_ARID1A_mRNA SMG_ARPC2_mRNA SMG_AR_mRNA SMG_ASRGL1_mRNA SMG_ATM_mRNA SMG_ATN1_mRNA SMG_ATP1B1_mRNA SMG_BAP1_mRNA SMG_BCLAF1_mRNA SMG_BMF_mRNA SMG_BMP8A_mRNA SMG_BRAF_mRNA SMG_C1S_mRNA SMG_C4orf47_mRNA SMG_C9orf171_mRNA SMG_CACNA1C_mRNA SMG_CAD_mRNA SMG_CAMTA2_mRNA SMG_CARKD_mRNA SMG_CCDC136_mRNA SMG_CCDC62_mRNA SMG_CCDC91_mRNA SMG_CCDC97_mRNA SMG_CD4_mRNA SMG_CDC42EP3_mRNA SMG_CDCA8_mRNA SMG_CDHR1_mRNA SMG_CDK12_mRNA SMG_CDK4_mRNA SMG_CDKN2A_mRNA SMG_CECR1_mRNA SMG_CES1_mRNA SMG_CFDP1_mRNA SMG_CHSY1_mRNA SMG_CPOX_mRNA SMG_CRIPAK_mRNA SMG_CRYBB1_mRNA SMG_CSF1R_mRNA SMG_CSK_mRNA SMG_CUL3_mRNA SMG_CXorf23_mRNA SMG_CYP2C18_mRNA SMG_DCAF11_mRNA SMG_DCDC1_mRNA SMG_DHRSX_mRNA SMG_DHX35_mRNA SMG_DNAH3_mRNA SMG_DNAJA3_mRNA SMG_DNMT1_mRNA SMG_DNMT3A_mRNA SMG_DPAGT1_mRNA SMG_DPCR1_mRNA SMG_DPEP2_mRNA SMG_DPP3_mRNA SMG_DPYSL4_mRNA SMG_DST_mRNA SMG_ECHDC2_mRNA SMG_EDIL3_mRNA SMG_EFNB3_mRNA SMG_EGFR_mRNA SMG_EGR1_mRNA SMG_ELOVL5_mRNA SMG_EMG1_mRNA SMG_EMP2_mRNA SMG_ENO1_mRNA SMG_EPS15L1_mRNA SMG_EXTL2_mRNA SMG_F2RL1_mRNA SMG_FAM122C_mRNA SMG_FAM178A_mRNA SMG_FAM200A_mRNA SMG_FAM20C_mRNA SMG_FAP_mRNA SMG_FAT1_mRNA SMG_FBXO24_mRNA SMG_FCHSD1_mRNA SMG_FGFR3_mRNA SMG_FLT4_mRNA SMG_FRG1_mRNA SMG_FSTL4_mRNA SMG_FZR1_mRNA SMG_GALNT7_mRNA SMG_GLS_mRNA SMG_GSTCD_mRNA SMG_HLA-C_mRNA SMG_HMCN1_mRNA SMG_HPS3_mRNA SMG_HSPA2_mRNA SMG_IDH2_mRNA SMG_IFNB1_mRNA SMG_IGDCC4_mRNA SMG_IL32_mRNA SMG_IMPA2_mRNA SMG_INPP5E_mRNA SMG_ITGAD_mRNA SMG_KCNK1_mRNA SMG_KCNK5_mRNA SMG_KDELR3_mRNA SMG_KDM5C_mRNA SMG_KDM6A_mRNA SMG_KIAA0922_mRNA SMG_KIF16B_mRNA SMG_KLHL7_mRNA SMG_KLK10_mRNA SMG_KRAS_mRNA SMG_LDLRAP1_mRNA SMG_LETM1_mRNA SMG_LETMD1_mRNA SMG_LMO4_mRNA SMG_LRRC1_mRNA SMG_M6PR_mRNA SMG_MARK4_mRNA SMG_MET_mRNA SMG_MKX_mRNA SMG_MPO_mRNA SMG_MRPL10_mRNA SMG_MTFR1_mRNA SMG_MTG1_mRNA SMG_MTOR_mRNA SMG_MUC2_mRNA SMG_MUC4_mRNA SMG_MUC6_mRNA SMG_NACA_mRNA SMG_NAPSA_mRNA SMG_NASP_mRNA SMG_NAT8_mRNA SMG_NCOA2_mRNA SMG_NDUFA3_mRNA SMG_NDUFAF3_mRNA SMG_NEFH_mRNA SMG_NEK8_mRNA SMG_NETO2_mRNA SMG_NF1_mRNA SMG_NF2_mRNA SMG_NFE2L2_mRNA SMG_NIPBL_mRNA SMG_NOM1_mRNA SMG_NPL_mRNA SMG_NSFL1C_mRNA SMG_NTRK3_mRNA SMG_NUDT11_mRNA SMG_NWD1_mRNA SMG_OCEL1_mRNA SMG_ONECUT2_mRNA SMG_OR2A25_mRNA SMG_OSBPL3_mRNA SMG_PAM_mRNA SMG_PARD6B_mRNA SMG_PAX2_mRNA SMG_PBRM1_mRNA SMG_PCDHGC4_mRNA SMG_PCF11_mRNA SMG_PCGF1_mRNA SMG_PCGF2_mRNA SMG_PCK1_mRNA SMG_PCSK5_mRNA SMG_PDE9A_mRNA SMG_PDLIM4_mRNA SMG_PHACTR1_mRNA SMG_PHYH_mRNA SMG_PIK3CA_mRNA SMG_PKD2_mRNA SMG_PLOD3_mRNA SMG_PODXL_mRNA SMG_POLR2F_mRNA SMG_PRDX5_mRNA SMG_PREP_mRNA SMG_PRKAA2_mRNA SMG_PRKAG2_mRNA SMG_PRODH_mRNA SMG_PRSS3_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTGER3_mRNA SMG_PXMP2_mRNA SMG_RAI1_mRNA SMG_RALB_mRNA SMG_RASAL1_mRNA SMG_RBM23_mRNA SMG_RCN1_mRNA SMG_RELA_mRNA SMG_REM1_mRNA SMG_RHEB_mRNA SMG_RILPL1_mRNA SMG_RIMBP3_mRNA SMG_RIN1_mRNA SMG_RNF113B_mRNA SMG_RNF144A_mRNA SMG_RNF168_mRNA SMG_RPL22_mRNA SMG_RPS6KA1_mRNA SMG_RRAS2_mRNA SMG_RSU1_mRNA SMG_RTKN_mRNA SMG_SAV1_mRNA SMG_SCN4A_mRNA SMG_SCYL1_mRNA SMG_SDHAF2_mRNA SMG_SEMA4F_mRNA SMG_SETD2_mRNA SMG_SHANK1_mRNA SMG_SIRT4_mRNA SMG_SLC14A1_mRNA SMG_SLC1A7_mRNA SMG_SLC23A1_mRNA SMG_SLC26A4_mRNA SMG_SLC30A9_mRNA SMG_SLC35F1_mRNA SMG_SLC43A3_mRNA SMG_SLC4A5_mRNA SMG_SLC6A14_mRNA SMG_SLC6A7_mRNA SMG_SMARCA4_mRNA SMG_SMARCB1_mRNA SMG_SMARCC2_mRNA SMG_SMG7_mRNA SMG_SNRNP70_mRNA SMG_SORD_mRNA SMG_SPATA13_mRNA SMG_SPDYE3_mRNA SMG_SPRY4_mRNA SMG_STAG2_mRNA SMG_STXBP3_mRNA SMG_SYNE1_mRNA SMG_TAGLN3_mRNA SMG_TAS2R3_mRNA SMG_TAS2R43_mRNA SMG_TATDN2_mRNA SMG_TCEB1_mRNA SMG_TET2_mRNA SMG_TEX11_mRNA SMG_THBS1_mRNA SMG_TIMP3_mRNA SMG_TMEM47_mRNA SMG_TMOD1_mRNA SMG_TP53_mRNA SMG_TRH_mRNA SMG_TSKS_mRNA SMG_TSPAN19_mRNA SMG_TUBAL3_mRNA SMG_TXNIP_mRNA SMG_UBXN7_mRNA SMG_UHRF2_mRNA SMG_VCL_mRNA SMG_VCX3B_mRNA SMG_VHL_mRNA SMG_VPS33A_mRNA SMG_WASL_mRNA SMG_WDR52_mRNA SMG_WDR81_mRNA SMG_YIF1A_mRNA SMG_ZADH2_mRNA SMG_ZC3H3_mRNA SMG_ZCCHC17_mRNA SMG_ZDHHC5_mRNA SMG_ZDHHC9_mRNA SMG_ZFYVE26_mRNA SMG_ZMAT2_mRNA SMG_ZNF438_mRNA SMG_ZNF512_mRNA SMG_ZNF521_mRNA SMG_ZNF532_mRNA SMG_ZNF625_mRNA SMG_ZNF814_mRNA SMG_ZNHIT1_mRNA Amp_1q32.1 Amp_2q32.1 Amp_3q26.32 Amp_5q35.1 Amp_7q31.2 Amp_8q24.22 Amp_10p14 Amp_17q24.3 Amp_Xq11.2 Del_1p36.31 Del_1p31.1 Del_1q44 Del_2q22.1 Del_2q37.3 Del_3p26.3 Del_3p21.2 Del_3p14.1 Del_3p12.2 Del_4q34.3 Del_5p15.33 Del_6q26 Del_8p23.2 Del_9p23 Del_9p21.3 Del_10q23.31 Del_11q23.1 Del_13q13.2 Del_14q31.1 Del_16q23.3 Del_19p13.3 Del_Xp22.2 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del mRNA_CNMF_KDM4B_0.25_1 mRNA_CNMF_JMJD5_0.27_1 mRNA_CNMF_RASGRP3_-0.38_1 mRNA_CNMF_NAT6_0.28_1 mRNA_CNMF_DUOXA1_1.29_1 mRNA_CNMF_DYRK1B_0.26_1 mRNA_CNMF_SPOCK1_-0.97_1 mRNA_CNMF_ADCY3_-0.52_1 mRNA_CNMF_SLC46A3_-0.5_1 mRNA_CNMF_RER1_-0.15_1 mRNA_CNMF_DCTN5_-0.11_2 mRNA_CNMF_EFCAB1_-0.58_2 mRNA_CNMF_TIPIN_0.17_2 mRNA_CNMF_CDC34_-0.22_2 mRNA_CNMF_PCDHGB3_0.53_2 mRNA_CNMF_RBPMS2_-0.46_2 mRNA_CNMF_ANKIB1_-0.21_2 mRNA_CNMF_PDLIM4_0.57_2 mRNA_CNMF_ARGFXP2_0.46_2 mRNA_CNMF_TIGD1_-0.23_3 mRNA_CNMF_CECR6_0.32_3 mRNA_CNMF_RNASE3_-0.41_3 mRNA_CNMF_MED28_0.11_3 mRNA_CNMF_ZNF334_-0.47_3 mRNA_CNMF_SLC35E2_0.27_3 mRNA_CNMF_ARID1A_0.14_3 mRNA_CNMF_PSMB7_-0.13_3 mRNA_CNMF_GCH1_0.2_3 mRNA_CNMF_KCNC1_-0.45_4 mRNA_CNMF_CDKL4_0.66_4 mRNA_CNMF_AMY2A_0.52_4 mRNA_CNMF_TMEM222_0.16_4 mRNA_CNMF_ZNF440_-0.21_4 mRNA_CNMF_MTMR1_-0.12_4 mRNA_CNMF_WDR64_-0.4_4 mRNA_CNMF_PSTPIP1_-0.48_4 Amp_ABL2_1q32.1_mRNA Amp_ARNT_1q32.1_mRNA Amp_ASPSCR1_17q24.3_mRNA Amp_BCL6_3q26.32_mRNA Amp_BCL9_1q32.1_mRNA Amp_BDH1_3q26.32_mRNA Amp_BPTF_17q24.3_mRNA Amp_BRIP1_17q24.3_mRNA Amp_CANT1_17q24.3_mRNA Amp_CASP8_2q32.1_mRNA Amp_CBX8_17q24.3_mRNA Amp_CD79B_17q24.3_mRNA Amp_CDC73_1q32.1_mRNA Amp_CHN1_2q32.1_mRNA Amp_CLTC_17q24.3_mRNA Amp_COX6C_8q24.22_mRNA Amp_CREB1_2q32.1_mRNA Amp_DDX5_17q24.3_mRNA Amp_EIF4A2_3q26.32_mRNA Amp_ELK4_1q32.1_mRNA Amp_ETV5_3q26.32_mRNA Amp_EXT1_8q24.22_mRNA Amp_FCGR2B_1q32.1_mRNA Amp_FOXK2_17q24.3_mRNA Amp_GATA3_10p14_mRNA Amp_H3F3B_17q24.3_mRNA Amp_HEY1_8q24.22_mRNA Amp_HLF_17q24.3_mRNA Amp_HOXD11_2q32.1_mRNA Amp_HOXD13_2q32.1_mRNA Amp_IDH1_2q32.1_mRNA Amp_LPP_3q26.32_mRNA Amp_MCL1_1q32.1_mRNA Amp_MDM4_1q32.1_mRNA Amp_MET_7q31.2_mRNA Amp_MLLT10_10p14_mRNA Amp_MSI2_17q24.3_mRNA Amp_MUC1_1q32.1_mRNA Amp_MYC_8q24.22_mRNA Amp_NCOA2_8q24.22_mRNA Amp_NDRG1_8q24.22_mRNA Amp_NFE2L2_2q32.1_mRNA Amp_NOTCH2_1q32.1_mRNA Amp_NPM1_5q35.1_mRNA Amp_NSD1_5q35.1_mRNA Amp_NTRK1_1q32.1_mRNA Amp_PARP10_8q24.22_mRNA Amp_PBX1_1q32.1_mRNA Amp_PDE4DIP_1q32.1_mRNA Amp_PIK3CA_3q26.32_mRNA Amp_PMS1_2q32.1_mRNA Amp_PRCC_1q32.1_mRNA Amp_PRKAR1A_17q24.3_mRNA Amp_PTPRC_1q32.1_mRNA Amp_RAD21_8q24.22_mRNA Amp_RANBP17_5q35.1_mRNA Amp_RECQL4_8q24.22_mRNA Amp_RNF43_17q24.3_mRNA Amp_SDHC_1q32.1_mRNA Amp_SF3B1_2q32.1_mRNA Amp_SLC45A3_1q32.1_mRNA Amp_SOX2_3q26.32_mRNA Amp_TERC_3q26.32_mRNA Amp_TFRC_3q26.32_mRNA Amp_TPM3_1q32.1_mRNA Amp_TPR_1q32.1_mRNA Amp_TUBD1_17q24.3_mRNA Amp_ZMYND11_10p14_mRNA Del_AKT1_14q31.1_mRNA Del_ARHGEF12_11q23.1_mRNA Del_ARID1A_1p36.31_mRNA Del_ATM_11q23.1_mRNA Del_BAP1_3p21.2_mRNA Del_BCL11B_14q31.1_mRNA Del_BIRC3_11q23.1_mRNA Del_BRCA2_13q13.2_mRNA Del_CAMTA1_1p36.31_mRNA Del_CBFA2T3_16q23.3_mRNA Del_CBL_11q23.1_mRNA Del_CDKN2A_9p21.3_mRNA Del_CNTN4_3p26.3_mRNA Del_CTNNB1_3p21.2_mRNA Del_DDX10_11q23.1_mRNA Del_DDX6_11q23.1_mRNA Del_DICER1_14q31.1_mRNA Del_ECT2L_6q26_mRNA Del_EZR_6q26_mRNA Del_FANCA_16q23.3_mRNA Del_FANCD2_3p26.3_mRNA Del_FGFR1OP_6q26_mRNA Del_FH_1q44_mRNA Del_FLI1_11q23.1_mRNA Del_FLT3_13q13.2_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q31.1_mRNA Del_GPHN_14q31.1_mRNA Del_H3F3A_1q44_mRNA Del_KCNJ5_11q23.1_mRNA Del_LCP1_13q13.2_mRNA Del_LHFP_13q13.2_mRNA Del_LRP1B_2q22.1_mRNA Del_MAF_16q23.3_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAX_14q31.1_mRNA Del_MDS2_1p36.31_mRNA Del_MLLT4_6q26_mRNA Del_MPHOSPH8_13q13.2_mRNA Del_MYB_6q26_mRNA Del_MYD88_3p21.2_mRNA Del_NEGR1_1p31.1_mRNA Del_PAFAH1B2_11q23.1_mRNA Del_PARK2_6q26_mRNA Del_PBRM1_3p21.2_mRNA Del_PCSK7_11q23.1_mRNA Del_POU2AF1_11q23.1_mRNA Del_PPARG_3p26.3_mRNA Del_PRDM16_1p36.31_mRNA Del_PTEN_10q23.31_mRNA Del_RAF1_3p26.3_mRNA Del_RB1_13q13.2_mRNA Del_RPL22_1p36.31_mRNA Del_SDHB_1p36.31_mRNA Del_SDHD_11q23.1_mRNA Del_SETD2_3p21.2_mRNA Del_SH3GL1_19p13.3_mRNA Del_SMYD3_1q44_mRNA Del_SRGAP3_3p26.3_mRNA Del_STK11_19p13.3_mRNA Del_TCF3_19p13.3_mRNA Del_TCL1A_14q31.1_mRNA Del_TCL6_14q31.1_mRNA Del_TERT_5p15.33_mRNA Del_TNFAIP3_6q26_mRNA Del_TNFRSF14_1p36.31_mRNA Del_TRIP11_14q31.1_mRNA Del_TSHR_14q31.1_mRNA Del_VHL_3p26.3_mRNA Del_WWOX_16q23.3_mRNA Del_XPC_3p26.3_mRNA TCGA-2K-A9WE 53 0 NA 214 kidney stage ii t2b nx m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421885e-06 4.855218e-07 3.57142857142857 19.6428571428571 23.2142857142857 30.3571428571429 23.2142857142857 7.89380085 10.39318171 9.61257956 10.21697473 9.92691446 9.08605632 2.36086990 8.37891602 8.42479489 -0.96100202 4.72374967 5.01621103 5.48187691 7.04455696 6.85911108 10.48342966 12.20697764 5.94582304 10.66509773 10.15137190 11.93621062 12.81243118 11.08946127 10.75746527 10.46833914 5.59352110 6.80048320 13.95672400 4.62389612 2.03892777 4.84628770 10.05365035 10.47928251 10.03469952 5.34271474 2.03892777 8.28685990 9.34271318 12.75038427 9.05295272 5.60878855 8.63512206 9.84387003 10.91736656 5.96967086 13.35683955 11.18359060 10.26955335 9.39758351 8.96522845 8.10232744 6.82029259 12.15998017 10.78418651 10.07097812 7.34727145 3.12639474 10.74556223 2.78847691 9.02335073 8.61636137 2.03892777 10.68504099 9.94882552 8.73241947 9.84956023 3.73937289 9.63325700 10.27494662 6.44832283 11.28863841 9.65364227 8.06407178 7.12639474 9.03464299 14.22929723 10.57663617 9.61824838 8.23368917 15.54898565 9.54076950 8.09962817 9.80380404 4.65364477 9.39538440 7.55463259 12.28982291 5.84628770 12.83699910 4.24252629 9.26269271 7.91237622 6.89691360 8.83821404 5.22875713 9.76940249 9.07510606 11.91525747 7.14745731 15.11650440 4.46519742 10.31619655 8.69535707 11.26835205 NA 8.16563664 13.14361303 11.69580408 8.48187570 7.16821580 6.98144741 10.44034524 9.66919954 10.81124696 7.85271364 7.74283622 9.71312459 9.50449884 1.03892777 9.61163256 8.70249063 9.86468620 10.24716669 9.33010300 8.17848360 12.25771657 9.21510559 13.04788615 2.36086990 4.20886057 10.39593444 9.11574804 8.99458227 10.26172731 1.36086990 0.62386686 -0.96100202 13.80375214 8.86865498 10.21448196 11.36114223 7.96374460 10.24411464 11.41614289 6.00471711 8.04455696 6.18867983 10.43393090 11.04631009 11.78687774 10.03963659 9.30102719 12.05085846 11.28329623 4.56249277 2.36086990 3.56249888 9.19375056 6.37878210 0.03899798 9.95705023 12.11558098 10.08195964 10.50143467 9.72368108 1.62391367 9.60783850 8.16563664 9.51765148 10.40306700 6.97557058 8.85431582 5.59352110 6.36086113 9.83902344 8.06959960 11.17239569 11.92157543 8.90001935 9.54375144 12.52815316 9.06683834 8.43553734 9.17976208 6.93979898 1.62391367 7.36536185 10.71665204 2.76249765 7.99803581 9.56543153 10.34897706 9.29396105 10.13102878 11.54623150 10.70071046 3.03892777 10.58148062 9.25021242 5.22875713 8.41614305 NA 7.09421495 6.33355254 12.44726211 11.45889256 8.84306334 10.50449874 9.72718276 9.01334696 1.36086990 11.02019992 9.14614936 8.20383934 10.51972254 4.43124853 5.73937289 5.08332827 2.62389027 7.02192606 1.84627266 10.07373135 2.49835300 10.34157130 6.46695823 -0.96100202 2.20886057 11.35747519 10.46414832 11.44726211 10.39373269 11.85030707 8.43981177 8.39648448 6.60056414 8.17848360 10.24228035 9.72805672 10.80421848 3.89691118 NA 0.03899798 10.22566560 9.39207910 8.86070648 4.49836577 12.72357142 10.86627507 9.27135330 7.31589405 10.39428347 1.36086990 3.68278676 3.99313087 1.03892777 14.98227136 7.30571887 9.00182841 10.14156422 -0.96100202 9.48498175 9.43938482 11.05852309 6.56249430 10.95928526 10.47824380 9.41505786 9.20885740 9.06959960 11.06025941 9.72893033 10.93488628 11.03116262 8.71135758 9.13892451 4.92157439 9.16176048 4.12639474 7.43801833 11.29277985 -0.00221680 0.01112100 0.20901000 0.23241000 0.38634000 -0.01684100 -0.01684100 0.16475000 0.07340200 -0.00221680 -0.00221680 -0.00221680 0.01089000 0.01112100 0.20442000 0.20901000 0.20901000 0.20901000 -0.00650500 0.22931000 -0.03245000 -0.01684100 -0.00595090 -0.00595090 -0.01656700 -0.00470790 0.00013863 -0.00387610 0.22099000 -0.01285100 0.07340200 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 9.60688837 7.16305386 8.99458227 7.80953021 0.21524370 9.35521387 10.52827857 9.75159695 10.69356841 11.41571436 10.16821542 2.73937289 6.07235452 9.85511608 3.49836577 5.75317663 10.70249046 5.59352110 0.62386686 6.76003195 5.59352110 2.84629272 8.63884531 8.12904495 10.93691769 10.48342966 11.16581430 7.25325185 1.36086990 2.36086990 0.03899798 9.73416072 7.02761743 9.03469966 NA 7.98729983 9.600220 10.008319 9.658235 11.142876 7.957796 9.062687 10.021213 2.739373 10.072355 9.385446 7.016212 6.342713 9.202582 5.514665 13.168940 11.058523 9.451502 13.460603 12.913722 6.305719 9.558569 9.516691 12.534787 10.002551 5.188678 13.170950 5.711357 7.522748 1.846273 NA 11.415058 7.077852 13.750546 9.411797 13.047886 9.172075 7.714889 10.976674 11.440612 7.963745 12.587995 11.786878 11.731112 12.793402 10.493746 2.846293 11.275545 9.339285 11.417769 8.069600 7.660984 9.747154 12.582568 10.937156 11.120412 6.126395 7.136964 7.448324 11.323756 12.378782 8.403067 -0.961002 NA 10.614944 12.742187 10.368050 7.044557 10.242892 11.787964 11.775546 10.483430 10.151372 11.089461 6.616361 11.245336 4.846288 9.103675 6.105022 9.682789 5.969671 7.760031 12.407563 8.926153 11.026907 10.036817 1.623914 13.640065 8.338140 7.218841 7.372133 10.504499 9.522748 5.248387 8.418311 9.672836 9.160466 11.363957 9.828466 12.663842 8.170789 5.147457 11.532037 10.903505 10.710031 -0.961002 10.055741 8.873404 2.498353 10.548707 3.126395 8.274946 6.963745 9.723681 9.562259 7.884423 9.905439 2.623890 10.716652 11.209098 10.325490 12.447262 10.761313 11.059565 10.519723 10.671019 7.649957 8.684591 10.247776 9.819472 2.739373 1.623914 -0.961002 10.711800 12.138321 7.826835 4.431249 9.484982 8.061300 11.356910 TCGA-2Z-A9J1 71 0 NA 2298 kidney stage i t1a n0 mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.57221059 8.86223378 9.22326687 10.12808238 8.21847363 5.63111010 10.70920619 9.26221303 10.85105165 3.30917619 10.54662962 6.98160610 10.86874895 9.26453995 8.28416893 8.41979463 2.44667971 10.15027318 10.18077793 10.05737351 7.20157211 3.29248729 11.33792384 1.30917619 8.80743156 8.39876336 4.76861310 11.02342621 9.15717764 7.88509782 9.79892422 2.57221059 7.06940143 10.62840116 NA 11.36202040 10.89226343 7.20642150 4.41351962 8.43427376 10.06540334 9.48310755 9.61842955 6.40510571 15.79004658 9.34260363 8.37311484 11.06406814 4.15718118 8.67550299 7.66673245 11.53438810 3.68768781 13.01187283 4.04470011 8.84051548 9.98866069 6.22565669 8.99568124 NA 10.03027979 9.58064374 12.53835997 6.71517267 15.52081546 4.41351962 9.23433749 7.57970965 11.67178204 NA 6.22565669 13.63403626 13.92852947 8.64367728 6.18692440 8.16716170 11.58693298 9.40826541 10.65036589 7.87294877 7.52641160 9.34590373 9.61933891 1.57221059 10.39292593 7.34919629 10.23755093 10.57362324 9.06673745 8.69288501 11.74613365 9.41561270 13.18493002 -0.01275191 3.15717309 10.78653421 9.29569410 9.56089967 10.08330885 -1.01275191 6.05334163 2.15717309 13.32222413 12.84046463 10.38064299 12.66750220 6.54949514 10.55663355 10.92352241 3.37956552 8.41141904 4.94144910 10.51424074 11.09577703 11.09871431 9.83117358 8.90760545 8.81697531 11.15184531 2.15717309 1.30917619 1.30917619 9.70920619 6.87599625 0.57221059 9.05064753 12.22416367 10.59827736 11.62115599 8.81538906 0.06446902 9.18200942 7.83587545 10.10900619 10.78410339 5.51081321 9.63110883 6.18692440 4.65967914 10.74880377 7.21125463 11.58577036 12.39199501 8.05603071 9.67349053 13.35412116 9.04794839 9.25988235 8.57221514 9.26570200 NA 6.68769201 9.91946731 -0.01275191 9.95760298 9.81380107 10.82842372 9.85143877 10.25929909 11.45638558 10.44668416 2.30917619 10.23161637 9.39644188 3.51081005 8.23280511 0.57221059 8.43226753 5.09577677 12.48908974 11.34452966 9.31368211 10.34974432 11.06673732 8.75046481 1.57221059 10.85832616 9.37203641 8.24228095 10.23636597 1.79460301 5.78166920 4.41351962 3.53383741 7.53028460 3.07471093 10.40405009 0.98724809 7.81697531 5.27265404 NA -1.01275191 12.12983832 11.16436060 11.71772268 10.67986808 12.14112122 8.52252778 8.23738494 6.34717842 7.24934768 9.90611584 9.66409114 9.97593722 5.63111010 NA NA 9.83900154 9.36120514 8.11653579 1.98724809 9.43743271 11.45154305 10.41456538 7.06615056 10.32375916 2.44667971 NA 2.15717309 4.11653943 14.18573598 5.39579630 8.63471087 10.35083976 0.98724809 8.39876336 8.96420338 11.35138722 6.87599625 10.32487449 10.44206590 10.10229621 9.06005522 9.29786546 11.30268519 9.63381134 9.33598071 10.79178697 7.33154848 9.47836415 3.07471093 9.76368561 3.74213559 7.44922295 11.74067826 -0.0083005 0.0080567 0.0182430 -0.0038779 0.7402400 -0.0136770 -0.0224690 0.6697400 0.1460700 -0.0083005 -0.0083005 -0.0116110 0.0080567 0.0059531 0.0182430 0.0182430 0.0182430 0.0182430 0.0154790 -0.0038779 0.0000000 -0.0136770 -0.0144980 -0.0144980 -0.0224690 -0.0140900 0.7134000 -0.0158790 0.6799400 -0.0545550 0.1460700 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 9.864537 7.560900 7.788153 7.239208 -1.012752 9.942903 9.600121 8.157353 10.250522 11.500499 10.249347 4.894144 5.309180 10.284169 2.309176 7.568453 10.576904 6.186924 -1.012752 7.177077 4.541843 -1.012752 7.807432 7.768612 11.518193 10.220273 11.621106 7.541842 2.572211 NA 2.309176 10.013084 7.434335 8.629304 -1.012752 6.631109 8.778416 9.770251 10.176459 9.990771 8.106194 9.781668 10.202179 2.157173 10.304100 9.213665 7.601962 5.510813 8.889628 6.438464 13.133344 11.840952 9.043890 13.579009 12.063901 5.673754 7.172127 9.859927 8.311433 10.372036 4.344807 13.939630 5.479104 10.185698 2.309176 NA 10.183240 5.768613 12.596778 9.379570 13.184930 8.265702 7.742140 12.124884 9.659678 6.549495 14.096063 11.098714 11.357395 11.903692 9.893391 1.572211 11.185698 9.912807 10.842900 7.211255 7.379570 9.922418 12.626480 8.821724 11.168405 5.272654 7.300136 8.680740 11.856461 11.950691 9.659678 -1.012752 NA 8.799430 12.653699 10.502095 7.026172 10.604720 11.9238905 11.6645318 10.2202730 9.4599434 10.8169753 5.8452341 9.5466296 3.5722106 9.6772505 5.1770766 9.0357394 3.3091762 8.6220635 11.7577059 9.6247830 11.0687360 9.1048956 2.8941387 14.9863717 7.8004884 6.5029527 7.4828676 11.0130842 7.2955917 3.7946030 8.4008803 9.6614448 8.8881195 12.1360469 5.8327432 10.4061593 7.3491963 -1.0127519 10.3315485 11.0753783 10.2387349 -1.0127519 10.9720270 9.3204080 3.7421356 10.1764594 2.1571731 7.5834424 6.9759374 8.8153891 9.6244751 5.9061161 8.9914731 NA 9.9194673 10.5660970 10.4119437 12.4890897 11.2604654 11.3784962 10.2363660 10.7471407 7.8668357 7.9326967 10.5494949 9.9609499 0.5722106 -1.0127519 -1.0127519 9.3348739 11.0293839 8.0747152 0.5722106 8.3987634 8.8805542 10.8189557 TCGA-2Z-A9J2 71 0 NA 1795 kidney stage i t1a nx mx female 2008 NA no NA kidney papillary renal cell carcinoma 30 NA white not hispanic or latino NA NA 1 5 NA NA 4 4 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2977761 10.0706425 6.9955919 5.8940538 3.4790106 8.3965543 11.7008719 8.3805537 9.4588384 6.1419804 10.3643737 7.3643737 8.0505583 7.7269436 2.3090889 10.0904510 10.3231117 10.3161186 6.5379095 NA 11.1879086 NA 8.9384478 7.1292707 0.3090597 10.9699786 8.6710350 7.8789466 9.6200675 0.3090597 6.6310199 10.9338868 0.3090597 10.2977759 11.1212686 1.3091180 NA 6.7014090 9.2777581 10.6873862 10.0438009 6.9529474 16.2662840 10.0789291 7.0639785 9.2368693 4.7014104 8.2690930 6.4989162 11.6715831 2.6310111 11.8355905 2.8940611 8.3373842 9.7099707 7.1670719 9.9547497 5.3090925 9.5617567 8.3369974 11.6472705 6.5944933 15.2799858 3.3090889 9.6020341 6.8636796 12.1852245 NA 3.6310228 15.5281842 13.7579819 8.2516060 4.6310169 8.5617569 8.5898620 8.5185446 10.0060588 7.0095308 7.3314589 7.3090916 8.0164506 0.3090597 9.4939667 9.5013840 10.6071539 11.3175199 8.5379099 8.7099709 12.0813316 9.7561745 11.8054458 2.6310111 3.1164479 11.2501389 10.4267344 9.7332576 9.8540557 NA 4.3090889 1.8940611 14.9417458 9.0739629 9.5664792 13.0097477 4.1164479 11.7618473 11.7741475 1.3091180 7.2748757 7.2398286 10.1530123 10.6567127 11.4632701 8.8089372 8.2039088 9.9762028 10.9815166 2.3090889 NA 0.3090597 9.4914856 2.6310111 NA 7.8713336 10.9770898 9.0706426 8.7184822 7.0904512 NA 8.6219742 8.2099582 9.4380393 12.5498826 5.5185446 9.5330930 3.4790106 0.3090597 10.9637273 6.6489414 10.4332126 11.7083692 8.8521231 10.5956490 13.7379748 8.8521231 8.5758777 8.5379099 9.0539251 NA 6.2398295 9.7395439 3.3090889 10.7282193 9.3119063 10.8257762 9.9973415 9.6400081 11.8808439 10.8655973 2.8940611 10.5522652 9.4171975 3.8940514 6.2632880 NA 6.0639796 3.4790106 13.4422335 11.7105042 9.3342308 10.0522427 11.1740512 8.1164464 3.4790106 11.2698390 10.1840726 7.6400084 9.1292701 NA 6.1917344 3.7685231 1.3091180 9.4964434 2.6310111 10.5770484 1.8940611 7.4071233 6.9104904 NA NA 11.8089372 11.1917343 11.0581227 10.6253728 11.9182700 10.5852157 4.0028555 5.5298085 7.4383744 10.2054237 9.2690932 9.1608403 3.4790106 NA NA 9.7929071 10.6600305 7.1164459 6.5185446 8.2339039 10.0953609 6.9955919 7.8417977 10.1686261 1.3091180 0.3090597 NA 4.2159814 11.9320582 5.6666430 8.0572840 9.5968036 NA 7.5087638 9.4500744 10.5246243 5.4383727 9.5782179 11.7131684 9.2427818 9.5921797 9.2863713 11.4409483 11.5599818 8.8902919 10.9201161 7.1670719 8.7561747 0.3090597 7.9601427 1.8940611 6.4543618 11.7463232 0.5106200 0.0035651 0.6864900 -0.0194520 -0.0076101 0.6337200 0.0000000 0.6775200 -0.3517900 0.0087528 -0.0023553 0.5252800 0.0035651 0.0040243 -0.0053992 -0.0053992 0.6998900 0.6998900 -0.0107840 -0.1516900 -0.0038779 0.6337200 0.0041632 0.0041632 0.0000000 -0.0034627 -0.0071958 -0.0018014 0.0157270 -0.0060904 -0.3517900 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 8.9493362 6.6841300 6.5758780 7.7341812 2.3090889 10.0198977 9.6128720 7.9929984 8.3090911 11.9952416 10.6332718 0.3090597 5.4383727 10.9592455 0.3090597 7.8089372 9.8501879 3.4790106 NA 7.2632880 4.3965568 NA 8.6666433 4.8326521 10.0772756 9.3616594 12.1777518 7.2977756 NA NA 1.8940611 10.7301041 6.0095308 9.4486427 NA 6.4176163 8.4018484 9.3724864 10.8836848 8.0370115 8.1794558 10.8316728 9.3507505 0.3090597 10.6884697 8.6400081 8.4989158 6.8789472 9.2427818 4.6310169 13.1537971 12.9191934 8.1228725 13.0826426 13.2600116 5.5570179 9.6533872 9.7582399 7.7353563 10.4524745 5.9815171 13.3014986 2.8940611 9.0198979 2.3090889 NA 9.6927956 6.0370110 12.1415858 9.0370118 11.8054458 7.8636802 7.7929067 8.2690930 12.3480103 4.1164479 13.7575948 11.4632701 9.6489414 13.2965330 9.2863713 NA 11.6008376 5.7014077 9.3034447 6.6489414 7.5379103 10.5270490 12.0581227 7.6578193 10.8949927 4.5570179 6.6666430 5.3965534 12.4005267 11.1204660 8.3480102 NA 1.3091180 8.2457291 12.7911429 10.3560925 6.2398295 9.7269438 11.1748245 11.1116077 9.3616594 8.3643737 10.3845704 4.7685231 8.7478831 1.3091180 10.0953609 5.4383727 7.9815165 8.3805537 5.6666430 11.4790163 9.2159819 10.1340501 8.4383744 2.8940611 14.4331318 5.8373504 6.3314598 7.1794563 11.8404728 6.8482499 4.1164479 6.8636796 9.4383744 9.3860405 12.2460972 4.6310169 9.4639093 7.4588380 0.3090597 10.6765061 12.0781026 10.4815188 NA 10.1825354 8.1164464 1.8940611 9.4613761 3.8940514 6.1917344 7.7099709 7.0904512 9.7399620 5.5570179 8.3203186 1.3091180 9.7395439 10.2264634 8.9920858 13.4422335 11.9173461 11.2963553 9.1292701 10.6265039 8.5087638 6.6666430 10.1196629 9.5944935 2.6310111 0.3090597 9.0471836 7.7603021 12.0341976 7.5852157 NA 7.5087638 8.0505583 9.9529475 TCGA-2Z-A9J3 67 1 1771 NA kidney stage ii t2 nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA 1959 white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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11.373247770 3.180497987 9.135005849 7.791152467 6.177620853 11.015059353 9.865800997 6.422507181 9.705028748 4.288653864 2.993203349 10.314074501 -1.466336987 10.727597769 10.208398131 0.533762671 5.589047354 9.744429725 11.893925653 10.003406315 8.963171219 9.490140683 15.632320900 9.417171503 8.451136502 10.176267414 4.315124196 9.058306212 8.734662884 11.980201605 1.118758389 14.101304658 5.886647689 8.758658623 10.357131670 7.388632991 8.799379417 -0.466137679 9.761380359 10.293652578 11.761681161 7.213244228 14.632909620 4.118725171 10.129180479 8.752932863 10.293652578 NA 6.017581231 12.867269240 11.477011838 8.554744240 NA 7.812213894 10.550920860 9.927154832 10.687316452 7.830680620 7.334663911 8.815694539 10.004931524 -1.466336987 9.424788592 7.419460519 10.061730033 9.460801528 10.773959496 8.863560635 11.154011746 9.574054190 15.361888524 0.533762671 NA 10.625860866 9.882581153 9.045516962 10.039079844 -1.466336987 4.261681245 0.855670834 13.036844790 10.580547455 10.844093175 9.332236206 8.027619640 9.746868653 10.920435261 1.533762671 8.614582131 3.891312245 10.530237964 10.875839104 11.665233974 10.792624871 9.668190764 4.993194289 10.534468739 8.807560041 NA 5.009499461 9.501711217 8.909889784 1.341131829 11.080176632 12.274283067 10.047492039 11.776789632 8.726057359 4.321408631 9.538687143 7.835260919 10.410534561 7.425548262 6.366654433 9.958455566 7.528118061 2.440659910 10.916388489 8.308551550 12.311841559 12.960880825 7.738335504 9.611134379 12.379352508 9.114023126 8.379254455 10.136927176 9.021604370 NA 7.966306446 10.141094773 NA 8.318611949 10.458947907 10.514974958 9.683511545 10.251869129 11.289486611 10.564086692 0.855670834 11.106227843 8.609818480 3.391740229 9.639018305 -0.466137679 6.786430390 6.360313353 12.096245379 10.556479040 8.668190764 10.291571098 10.792330494 8.766185337 0.118758389 11.141700364 9.018587442 8.209721409 10.416407515 1.533762671 4.819167445 1.855710696 0.855670834 5.206189967 2.234194723 10.265931912 0.855670834 7.166759625 6.154716864 NA NA 11.879169679 10.972556318 11.439527512 10.777830881 11.842245674 8.128089208 8.593027649 7.266034082 9.335472760 10.169482607 9.864121129 10.852024751 0.855670834 -0.466137679 -1.466336987 9.964216955 10.143404899 8.486505627 NA 10.478842410 7.080658729 10.173557344 8.376114968 10.931171707 NA NA -1.466336987 2.993203349 14.112903567 6.718639726 8.751722126 10.758670531 NA 8.563051709 8.767420090 12.038707541 9.106464795 10.129954229 10.404899611 9.174912953 9.911517226 9.125286890 11.898719806 9.870828743 9.324927359 10.631138213 7.567187194 9.010510763 1.533762671 9.427065983 4.177622846 7.285308811 12.184030859 -0.0087146 0.0041632 1.7051000 -0.0208240 2.4968000 0.8572000 -0.0059522 0.8892600 0.1887000 0.0048579 0.0048579 -0.0087146 0.0041632 0.0041632 -0.0182810 -0.0182810 -0.0182810 -0.0645080 -0.0316320 1.7446000 -0.0268510 -1.0216000 0.0012481 0.0012481 -0.0059522 0.0020805 -0.0018014 0.0000000 0.9448600 -0.0016629 0.1998500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.704 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.704 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 10.0859532 6.2272520 5.6733161 7.6321911 NA 10.1059910 11.6137491 6.5151605 6.9346439 11.4649156 10.3350686 0.1187584 6.8052280 10.1726528 3.5337627 6.0960067 11.2342042 7.5281181 -0.4661377 7.6501082 3.5337627 -1.4663370 8.2026494 7.0094983 11.3642717 10.4160253 10.9276268 6.0256180 1.8557107 -1.4663370 0.8556708 10.0724384 7.2411232 9.0777629 -1.4663370 3.6212314 8.7769383 9.4966605 9.8540009 10.4803052 9.2044208 9.7987934 10.1401696 5.1776189 10.5870115 9.1373908 8.0094978 2.2341947 9.2106032 4.6630485 12.7995992 11.6609527 9.2255080 13.2877124 12.7688811 6.9972890 10.4685610 10.4766455 5.1036193 10.3666544 0.1187584 13.6287081 4.5337627 9.3467440 1.5337627 NA 9.9000867 6.4645016 12.4016223 9.5096123 15.3618885 8.6092438 8.3823876 12.8668499 9.8145352 8.0276196 13.4359511 11.6652340 12.0177061 12.1256373 9.9000867 -0.4661377 10.9888348 8.0115225 10.4589479 8.3085516 7.5836131 9.8852559 12.4624679 5.7529332 11.9938350 6.2272520 9.0612416 7.0573268 11.0256176 12.0224833 8.5971594 1.3411318 0.5337627 9.6442478 12.4369873 10.9832665 7.3314258 10.4244087 11.3385005 12.3705052 10.4160253 9.7309811 11.1731051 2.2341947 8.5238685 6.0494652 9.4784764 2.6212196 9.5428932 8.5836131 6.5781583 11.9871521 10.1017205 10.7727662 9.6809694 1.8557107 14.3048928 8.7768432 8.3792545 7.7966581 10.4718737 5.1484745 -0.4661377 8.4436576 9.9792967 8.8879696 12.0590405 1.3411318 7.9153076 4.5998533 -0.4661377 8.1224791 11.1886242 9.6152478 -1.4663370 11.2389648 8.7793172 3.0573290 9.8052275 0.1187584 8.0940972 7.0729236 8.7260574 9.9088039 -1.4663370 9.1457113 NA 10.1410948 10.4991880 10.2625353 12.0962454 10.3901899 10.5453412 10.4164075 10.7198787 7.4072083 7.6986713 10.3431306 10.5121174 -1.4663370 0.1187584 6.5449922 7.8713866 10.8549964 8.4511365 NA 8.5630517 8.9142255 10.1503133 TCGA-2Z-A9J5 80 0 NA 3050 kidney stage ii t2 nx mx male 2006 NA no NA kidney papillary renal cell carcinoma 32 NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4414795 10.2568331 4.8194281 0.6494775 8.6884217 8.9669155 12.0639237 8.3842122 5.0757679 8.0070547 8.5382460 11.2222030 5.7787868 12.8109496 10.5405270 10.7316518 8.7527904 8.0114464 8.6007875 5.1089342 11.0402092 10.4688835 10.0924462 6.8783219 4.6495005 10.8638219 -0.3505225 9.3023476 7.2117452 4.8589557 10.7223053 8.9804195 7.4504030 9.4309281 4.1089342 9.4422931 10.7149189 3.2344707 11.0009942 10.7729775 3.1089426 6.0418212 7.3842122 12.3159487 9.8698811 9.8589562 8.4696817 16.2635799 9.1691391 7.8393273 10.3130609 3.6495005 8.5167815 7.3289827 12.1543217 4.5563926 12.0248137 4.7143005 8.9707769 9.2117452 6.3077145 9.2136523 4.1089342 9.9244632 8.4918531 11.2756681 6.3219281 14.7697435 3.6495005 9.6041208 6.8783219 11.4934238 NA 5.1730635 15.2433899 13.1596488 8.3360035 9.9127720 7.3077145 10.1181267 9.1513401 10.3654648 7.2788592 7.5861410 7.6551271 9.0652446 -0.3505225 9.5993295 8.2344654 9.9937986 10.2079235 9.6732571 8.2861275 11.7680448 9.1750235 12.2257509 NA 3.6495005 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0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.621 0.621 0.000 0.000 0.000 0.642 0.642 0.621 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 9.4918531 6.7580273 8.2605277 8.3672133 2.8194229 9.8306550 11.2549823 8.9934878 10.0872548 11.7961351 10.1313021 2.2344707 5.3499420 10.6753344 -0.3505225 6.1089342 10.1896307 6.3637475 -0.3505225 7.1963975 3.8194229 -0.3505225 8.1252363 7.3148388 10.7356191 9.1533286 11.9176119 6.8491749 -0.3505225 NA 2.9714240 10.3272224 7.1886620 8.3842122 NA 7.6381875 8.7580273 9.6267826 10.3867501 10.0299638 7.5136889 9.2933590 9.4374052 1.2344400 10.0310457 9.6095047 8.1252363 5.8194281 8.4792253 7.1963975 12.9497123 11.8644290 8.9532836 13.0422227 12.2295257 5.3774223 7.7475351 10.0705156 11.3228118 10.2174588 4.8589557 13.6891073 4.4568587 9.5787612 2.6495005 NA 10.5237157 6.4949931 12.6623018 9.2269316 12.2257509 8.1963970 6.8491749 11.7820025 10.9792991 3.8974341 13.1910834 11.0810004 10.5676206 12.0947763 9.5090376 NA 11.1587829 8.5260199 10.6109525 6.9256268 7.6324965 9.9926884 12.0836097 9.1171083 10.6417331 4.6036976 6.9532839 7.8638220 11.4056421 12.0242706 9.2733842 NA -0.3505225 9.9498553 12.4682846 10.2045328 6.7787855 9.6593315 11.6167290 10.9623857 9.1533286 9.0267132 11.3086067 6.2344649 9.9302736 2.8194229 9.6452699 4.8589557 8.4600745 5.7787868 6.5321455 11.7813597 9.5183252 10.8036880 8.9068906 3.1089426 14.6028353 8.1430383 6.8194281 7.3513986 11.1348290 8.1453580 8.1925345 6.6267822 9.1252363 8.7503489 12.1104705 8.1373426 11.5526314 7.4823925 1.9714424 10.7954349 11.4052249 10.5405270 NA 9.8430282 7.7839294 2.4568587 10.1543217 2.2344707 6.1089342 6.8589557 8.8686713 9.9970688 5.2344668 9.9960165 -0.3505225 9.9544245 10.8919445 9.6649178 12.7085091 11.1881767 11.0402092 10.2203072 10.7998847 7.4504030 7.9982311 10.2212554 9.8722977 1.9714424 NA -0.3505225 8.4728699 11.8941669 7.5198674 NA 8.0461074 8.3909698 11.0908908 TCGA-2Z-A9J6 60 0 NA 1731 kidney stage i t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6879662451 9.2765662211 11.2256910263 5.5991928023 10.2759848992 4.4587100907 10.7839136449 9.1641856502 8.3346692737 8.0653682011 1.9992784721 9.5423106793 9.8595899152 10.0027967357 7.3915958949 1.3212354350 11.1571846546 0.9328171027 8.8114562593 7.9061696691 4.5228404281 11.0549002198 8.8619162948 8.9950460471 9.3781480859 4.1692034735 7.1439372250 10.7806385137 -1.0005771935 11.7094395301 11.1742045292 2.1692195114 2.4587232126 8.3655792536 10.3301956864 10.2238834552 9.7888124432 6.2939001403 15.8300787277 9.3557307726 8.1311356900 11.1770097818 5.2660668873 8.8384825753 7.9031606192 11.8535628626 2.8066333941 12.9964583061 4.3946856199 8.9019704398 9.9900919059 5.0436725914 8.8541471671 0.9992784721 9.9373880926 9.0787635227 11.9474635119 6.6359038180 14.3703584588 3.0867498040 9.7399366824 5.6574913840 11.1974168624 NA 6.4086694082 14.6641149620 13.1415454779 8.3324340462 6.0545619929 8.2014025410 10.8078408642 8.4107896721 10.6162870214 7.6467372585 7.5149783104 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9.8170619937 7.0545609076 7.6822734070 8.0353973712 -1.0005771935 10.0271848834 9.7322941330 7.5975550104 9.4012249161 11.5458959932 10.2238834552 3.2472135824 5.1891050082 10.6236173374 3.6997181902 6.2660650128 11.0126014947 5.5538673238 -0.0007215279 7.9505634786 3.9992784721 -1.0005771935 8.2038501056 8.1816730739 11.3155688341 10.0361392623 11.4247150700 7.3257084089 NA NA 0.9992784721 10.2724916902 7.5423106793 8.7541663084 -1.0005771935 6.1692034735 9.2135978359 9.8681013356 9.9908007435 10.7280496619 8.4001583354 10.2875682183 10.1841541870 2.5842409728 10.0572706011 9.5634283434 7.5954686012 4.5842409728 8.7591671548 5.4750135249 13.0275302631 11.6853415724 9.1439369699 13.5899243527 12.6406532579 6.4668848377 6.8258275952 10.0034993600 8.1490260998 10.4097301418 4.0436769654 13.4772900101 3.6997181902 10.2328985085 -1.0005771935 NA 10.3042004840 7.0920361417 12.7643576842 9.7575020202 13.0059555557 9.0436728648 8.1891035253 11.1626140103 10.9454540786 7.1641859017 13.6052791311 11.3270279578 11.3699662605 11.9048538691 9.9211197068 NA 11.0426479622 9.9985742117 10.8568711078 7.8819221331 7.2376832114 9.9679456974 12.0026210613 8.2660654814 10.9596428070 6.4750119030 6.8384828905 8.3524257390 11.2566666686 12.4093326172 10.3024888209 -1.0005771935 -0.0007215279 8.6892767930 12.5310257875 10.7236989096 7.2328986284 10.3457925378 11.5097958 11.7678767 10.0361393 9.5011161 11.2739482 5.5842410 9.9454541 3.3916028 9.3424645 5.8940974 9.0880671 5.5991928 8.2448314 12.4491819 10.4022908 10.8361182 9.5691345 2.9061787 15.1824490 8.3748178 7.1891030 8.0178406 11.1569415 6.7541660 4.1692035 7.9851207 9.6176643 9.2436427 11.8182604 5.8321685 10.1521974 6.6717038 3.6431404 11.2349940 11.0800963 10.5828317 NA 10.9915091 9.0063062 1.5842410 10.8514182 1.5842410 7.6286351 7.1692035 9.3007751 8.9876369 2.8066334 9.8657851 2.6997293 10.1884856 11.5886959 9.6093808 12.3645077 11.1891034 11.4359904 10.8688727 10.9520201 7.3121614 8.2424529 10.0188696 10.2472063 NA -1.0005772 NA 9.3087552 11.3798563 8.2376837 0.5842891 8.7441126 8.3502179 11.2765662 TCGA-2Z-A9J7 63 1 139 NA kidney stage iv t2 nx m1 male 2007 NA yes NA kidney papillary renal cell carcinoma 25 1984 white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.40146664 9.23306814 9.77648370 8.03951789 8.76426487 1.40146664 7.50996893 9.89089078 10.20944301 6.96825898 1.66448284 10.90535737 0.07956585 8.97281756 8.53278682 1.66448284 10.75899625 9.40819109 8.75899633 9.44722563 4.20879816 3.47183776 9.77561423 6.16697850 10.39239911 10.68175100 4.36491556 9.71976100 8.46322027 11.93341046 9.36028679 9.75892590 5.99837831 15.94578084 9.55423600 8.95142140 9.18673329 4.07951465 9.06678023 9.33925945 11.08338538 1.66448284 12.84728677 5.64496087 8.74958823 9.92108042 6.03371151 8.88041616 2.98641094 9.54712165 9.20104961 11.59003307 7.04529989 13.04615766 3.98641094 8.67079538 10.12391019 11.18149183 NA 8.27427284 13.22592570 12.65977470 8.95449762 0.07956585 7.57136888 9.78514853 10.03371248 10.58135332 7.39239900 6.41936697 9.13886054 9.57836533 0.07956585 9.75547314 7.70522527 10.37757875 10.75943600 9.07386949 8.40369677 11.99413298 9.56735625 14.65449393 0.66448284 -0.92057068 11.49420137 8.96215915 10.04818291 10.26004695 NA -0.92057068 1.40146664 14.29739812 10.55372902 10.35447662 9.21008660 6.25942504 10.43155955 11.07916388 0.07956585 9.14425877 3.66448284 10.25693563 11.05679606 11.11872310 9.70248301 10.10049612 6.30833539 10.87433814 5.03371371 0.66448284 1.88686226 9.25818087 8.01909529 1.40146664 8.92970284 11.64318910 9.90208700 12.18967315 8.54099553 0.07956585 9.65505535 8.29383532 11.23185171 7.65316323 3.07951465 10.37126241 9.41378932 2.53893541 10.77561431 7.11293882 11.52608256 13.08916983 8.44802253 10.32249965 13.30758322 9.01173099 9.33808206 9.32862960 9.46214007 -0.92057068 7.11293882 9.85841467 0.07956585 9.43479021 9.70156794 10.65505535 8.69054106 10.08584221 11.58309344 10.86741868 1.88686226 11.09562798 9.45329492 2.07953172 8.79032243 NA 8.11293935 4.77995831 13.13530694 10.90487249 9.03806876 10.10327050 11.22194231 9.23559927 -0.92057068 11.15206075 9.74574020 8.24442283 10.21201589 4.12390618 5.58731098 3.24944534 2.77995306 7.40144445 3.07951465 10.54508253 0.07956585 7.66447857 6.06820001 NA NA 11.81168355 10.94215349 11.17820620 10.93048425 12.17886394 7.16166501 7.17754810 7.60843891 8.73594114 9.82770901 9.77125968 9.58631965 1.66448284 -0.92057068 NA 10.17688995 9.98189132 7.67942872 0.66448284 11.00729412 10.62012853 10.50368245 7.68873148 11.09980166 NA NA 3.93749506 NA 13.81776676 4.60308032 8.53278682 10.47397884 -0.92057068 8.59915225 8.56795874 12.30095220 7.38329648 10.14695046 10.65032056 9.08654336 8.96825927 9.10465562 11.59841513 10.05393077 8.81591800 10.04530044 7.06820108 9.82266754 2.66448284 8.83607245 4.72337289 6.89329789 12.65115029 -0.00705760 0.01042400 0.00986690 -0.00013862 2.36630000 0.00166420 -0.00774820 0.79510000 0.09130000 -0.01656700 -0.01656700 -0.00705760 0.01042400 0.01042400 -0.00085187 -0.00085187 0.00986690 0.00986690 0.00889200 -0.00013862 -0.00069303 0.00166420 0.00352550 0.00352550 -0.00774820 -0.91364000 0.01153900 -0.01230100 -0.02356600 -0.09128700 0.08840300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.366 2.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.366 2.366 0.000 0.000 0.000 0.000 0.000 0.000 9.8924956 6.0795168 6.7448527 7.9536983 -0.9205707 9.5172682 9.3023111 6.7047862 9.4093124 11.6997749 9.8916935 5.7233729 6.5389478 10.1643246 3.0795147 7.7519417 11.6050369 9.4137893 NA 8.0596560 3.2494453 NA 8.3298147 8.8443879 10.6462029 9.9218665 11.6291781 5.5552487 2.4014393 -0.9205707 3.6030744 10.1616651 7.1402122 8.8706791 -0.9205707 3.7233729 8.59126875 9.34981154 9.97357598 9.52142279 8.38557772 9.88284003 9.90606457 1.66448284 9.97584854 8.69606513 7.44146024 3.47183776 8.86087592 5.89969527 13.05294445 11.56509389 9.13072499 13.28508032 12.81623515 5.94988039 7.69054071 9.57836533 6.30833539 10.44474501 -0.92057068 13.51843790 5.84770132 8.21906733 NA NA 9.69881907 4.77995831 12.57674426 9.77213161 14.65449393 8.32269027 7.71976117 12.00154296 9.16697900 6.25942504 12.84707990 11.11872310 10.92147352 12.92823686 9.83356849 0.66448284 10.45183711 8.81422579 9.71523428 7.11293882 7.97129983 10.15164867 12.39537328 5.89969527 11.22735704 6.47183289 7.47183370 7.85100564 11.59816931 11.91536916 8.87067912 0.07956585 0.66448284 9.38671698 12.68151899 11.14519813 6.98640638 10.36202544 12.0157860 10.7350469 9.9218665 8.8410674 11.2606684 4.3649156 7.1129388 2.8868623 9.3855777 2.0795317 8.0220304 6.0567959 8.7764837 11.1077261 8.2139426 10.2481883 9.3357249 2.8868623 14.7686678 5.5626881 5.3832965 7.5779665 10.9976340 5.6186762 6.8209831 7.7937620 9.7954782 9.1053339 12.0331670 2.8868623 7.6868465 6.2190678 1.0794976 6.9682590 11.3235826 10.1722732 NA 11.0109924 8.7920432 1.6644828 9.6654176 2.0795317 6.4282446 7.4675338 8.5409955 9.0512176 -0.9205707 9.2177879 1.4014666 9.8584147 10.3798687 10.5399720 13.1353069 11.1893468 10.7946202 10.2120159 11.0724545 7.5991526 7.9028834 9.9833980 10.5733716 NA NA 4.8074374 7.7937620 11.7460197 8.5057810 NA 8.5991523 8.2113729 10.2062206 TCGA-2Z-A9J8 50 0 NA 2790 kidney stage i t1b nx mx male 2007 NA no NA kidney papillary renal cell carcinoma 60 1977 white not hispanic or latino NA NA 1 5 4 5 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589225e-07 1.387205e-07 12.5 16.6666666666667 4.16666666666667 58.3333333333333 8.33333333333333 9.095163588 11.445349970 11.879307090 11.318499427 10.178579706 7.198803522 1.417433988 7.844526260 8.636612658 NA 2.974492602 5.371639010 8.066700053 5.158910565 5.964338557 9.880968307 11.870457351 8.778291053 11.075878677 9.935113324 12.015031049 14.053611759 10.924990900 11.019678914 8.107442030 4.665370030 6.847896716 13.898486568 4.809759127 NA 3.417447491 9.794654509 9.420961924 10.412857828 3.275424296 2.224812058 8.790309069 9.685986038 9.958540681 8.021070469 5.158910565 4.324335386 9.929690708 11.552511949 7.567190997 9.815118591 -0.582512001 10.531837007 9.026622754 8.649864748 8.297027214 3.061292338 10.454304435 10.405063262 11.285494870 7.895202027 0.002450499 10.847616850 2.123434446 10.302965007 8.240811363 2.117894480 10.902015150 9.861941256 7.145364634 10.720294200 3.626894653 5.211861046 11.003345453 2.587364991 11.953448300 10.294344589 9.124803199 2.117894480 8.313776424 10.436687185 10.435991889 9.331081524 6.096923836 15.432543209 10.355920903 8.695893622 11.744154367 4.032153753 8.439811773 8.182315388 11.139611144 3.587364991 13.764615490 1.587364991 7.302468943 8.755065824 5.394723342 9.669518107 1.224781194 9.251915036 10.336307269 12.345684749 7.866592756 14.994007467 4.324335386 9.598161210 6.198804504 11.922014719 NA 5.546727807 14.053587112 12.208199754 8.185628223 2.504900007 7.131689279 10.890896097 8.410382236 10.735421817 8.540271816 8.472726576 8.955633054 9.720654004 NA 9.359225308 8.565920421 10.669222224 10.140251555 9.513500220 8.068495622 11.451340124 9.425172045 12.754229477 0.739329676 4.348182836 10.523352495 10.103160846 8.749480635 9.504906758 NA 2.417433988 1.739372885 14.012992882 11.884794827 9.660022642 13.541928842 8.944921094 10.469332693 11.441198355 2.587364991 7.716652123 7.905284102 10.717510469 10.600769188 11.683149858 9.656445780 8.640238789 7.607268905 10.709765614 -0.582512001 3.461842838 3.275424296 8.324334486 5.748361937 -1.582512001 9.176500056 12.125126679 10.194288272 9.246373882 9.505569629 2.224812058 10.214700267 8.218343818 10.269903234 11.091415485 8.860387417 7.541565173 1.587364991 4.688348234 10.552191162 8.177332326 11.486054348 10.777468046 8.128250605 9.907793500 12.989670505 8.742749336 10.390064889 8.054068651 8.022923698 0.417487999 8.283177274 9.742749505 1.587364991 9.225185260 9.249542760 11.598285546 9.178163866 10.105257054 12.225905475 10.506232196 1.417433988 10.141957801 8.019084723 4.417440740 7.852072519 NA 7.155536747 6.439812603 12.114737386 10.146639822 10.080112393 10.573843131 11.527437859 8.723505661 0.739329676 10.843480719 9.654653928 8.089869391 10.484542181 -0.582512001 5.046800974 4.739372885 6.348003970 11.893810480 0.002450499 11.308658083 0.002450499 7.607268905 6.598944275 NA 0.002450499 11.092960055 10.950773706 11.129110978 11.081669039 11.702412667 9.764511701 8.465862668 6.882643049 8.837404022 10.790037033 10.437034707 10.525968425 7.835296295 -1.582512001 -0.582512001 9.674242417 9.852072206 8.671291603 6.478140237 11.782672829 8.818323332 11.014798256 6.633704378 10.674831804 NA -1.582512001 -1.582512001 NA 13.781168113 7.952719119 9.223187938 10.497595302 -0.582512001 8.934129002 9.175058963 11.209624249 6.761740034 9.867624235 10.723505661 9.817255982 8.992983358 8.933143861 11.713930065 11.279887661 9.992510419 10.825773705 7.336307492 9.765840193 4.002405491 9.714933553 6.041326226 8.508363679 9.795738867 0.00527490 0.00555290 0.00694350 -0.00221680 0.00402430 0.00444110 -0.00871460 -0.01257600 -0.12843000 -0.85043000 0.00638710 0.00527490 0.00291330 -0.01037000 0.00694350 0.00694350 0.00694350 0.00694350 0.02637300 -0.85074000 -0.83527000 0.00000000 0.00027728 0.00027728 -0.61239000 -0.00193990 -0.84179000 0.00041593 -0.01326400 -0.03040400 -0.12759000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 9.543503037 6.707462671 7.205346568 7.653362458 NA 10.043152813 10.505238331 7.044211585 9.218343818 10.802988274 10.475097350 -0.582512001 6.231225021 9.969632730 3.417447491 7.554435365 10.452930398 1.587364991 0.417487999 8.941005925 4.145367691 0.002450499 8.804384358 8.618342551 9.934512963 9.880968307 11.512872334 7.725782730 0.002450499 -1.582512001 1.224781194 9.183973005 7.987299830 9.087214857 -1.582512001 5.655849816 9.358492 9.559551 9.741625 9.500923 9.331829 9.124803 10.377808 5.103947 9.848942 10.524007 7.198804 3.702846 9.353346 4.587371 13.700605 11.538654 9.261365 13.309939 12.639484 6.679539 10.261758 10.085886 6.670110 9.765619 3.546722 12.502999 4.089871 8.397584 -1.582512 NA 11.759519 9.164798 11.925486 9.699953 12.754229 9.121348 8.479490 5.693568 11.334070 8.944921 13.158490 11.683150 11.168988 13.295447 10.526948 NA 11.234628 10.769763 10.218344 8.177332 8.290888 10.118750 11.923132 8.797905 11.103942 4.525969 6.757294 8.163959 11.888103 12.458675 9.951747 NA 0.417488 11.176916 12.583136 11.106330 6.536386 10.705445 11.271728023 12.526213459 9.880968307 9.935113324 10.924990900 5.546727807 7.985400240 4.348182836 8.441198355 4.198800576 9.247959309 7.567190997 7.306187492 12.523098004 10.122644379 11.557794517 9.529231804 -0.582512001 13.060905651 8.197426078 7.679538510 7.559525463 11.198188771 7.039495952 0.417487999 8.512841181 10.190995285 9.549429484 11.751996629 4.739372885 9.680126177 5.348182836 7.584861809 11.000291609 11.173374763 10.750878877 NA 9.538977493 9.059495618 0.417487999 10.140678337 0.002450499 8.949799870 9.614046125 9.505569629 9.266223405 1.417433988 9.123076402 1.587364991 9.742749505 10.465930910 9.899243467 12.114737386 10.090311339 11.518598968 10.484542181 11.256057038 8.041325678 8.289349429 10.000056495 9.578575919 NA 2.876880337 8.143662287 7.860387417 9.523823813 9.704579268 -1.582512001 8.934129002 8.553153116 10.833449741 TCGA-2Z-A9J9 77 0 NA 2294 kidney stage i t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 2 4 1 2 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7383473 9.9051810 2.1659762 9.0628001 10.1418110 7.0607813 6.0967004 4.6563190 9.5344694 0.1659441 0.5070081 5.1809117 4.1355923 10.0475869 8.3931776 11.0902807 11.8128217 4.1045631 8.5838154 10.2275593 12.1884465 13.5166164 10.8360291 11.4306011 8.3392238 6.8802080 6.7102830 8.8617712 6.5922283 -0.4190827 8.9657843 10.1187043 10.3721635 10.3644081 2.2814312 1.5810137 8.2744876 9.5043280 9.5568486 9.5293677 5.0404322 3.9029322 9.7540530 10.4991184 5.5922268 7.9186224 1.9029225 10.3467010 11.1720553 8.3590775 7.8289279 0.5810137 9.5322852 9.9776054 10.7272510 7.9861418 4.1960011 11.1736911 0.7541179 9.0030653 8.2048821 -1.4188898 10.1757917 9.3802823 8.6947427 9.0817628 2.2814312 5.8383896 9.0828378 0.5810137 11.2064811 10.5333778 8.2302568 2.9733174 10.7005804 11.8916133 9.2525415 8.8675583 10.3437978 16.0312694 9.4682212 8.1640833 10.3598990 4.8477865 9.4075491 8.1771903 10.6524629 6.1584299 12.8377252 3.6306268 8.7438199 13.0021449 10.9288987 8.9252966 1.3883549 10.1645535 9.8182105 11.1650235 7.7509253 13.9091558 8.9074300 10.1627520 11.8806379 10.5453414 NA 4.1659602 9.8295211 11.7788315 8.4773329 0.5810137 7.8001693 9.4998638 5.5351976 11.0713501 9.2525415 8.0093606 8.8984130 9.1451501 1.3883549 9.9023650 8.9700941 9.4413117 11.0640605 10.3582558 8.5366505 11.7348344 9.7590428 12.5143224 1.5810137 NA 10.3512514 8.1938688 8.8489578 10.1480059 NA 5.3754148 6.2103577 13.6619429 7.5205794 10.7218303 3.8289260 9.0907756 9.2094461 9.7609097 1.7509066 8.6335685 7.6497785 10.8295211 9.9352499 11.3247010 10.7624634 8.6855993 5.0072673 11.0524217 4.8477865 2.9733174 7.8430951 7.9407499 3.0404366 0.9029611 10.2044248 12.8599581 9.4796018 11.5227818 9.5639942 1.3883549 10.6460800 7.5293681 10.1628272 11.0463119 6.7806723 11.0663267 11.2924524 6.4513644 10.0892905 8.4803576 11.7301125 11.0298912 13.3210975 9.3433825 12.2312670 9.1603164 9.6591514 8.9063059 8.9074300 -1.4188898 9.2094461 11.1084775 7.2977169 6.4604608 10.3746038 10.4912685 9.9554966 10.5718136 11.2628977 11.1626719 5.7609102 9.6199195 8.9558879 4.5117400 8.2445584 0.5810137 9.9614616 7.2569578 13.5931886 10.0976855 8.5767678 10.3831129 10.2481121 10.0332418 7.8217918 10.6226289 9.0678355 8.6803483 10.8422140 0.1659441 3.6684596 7.2392118 0.5810137 1.3883549 4.4389848 10.8247696 5.3089215 10.4911411 6.3262371 NA 0.9029611 11.3176139 10.4170509 11.6724359 11.1355894 11.9243251 7.6684631 9.5878947 5.5145736 10.9121974 11.3016723 10.1259650 11.8217919 NA 0.9029611 -1.4188898 10.5268101 8.8122216 9.5279068 NA 11.1118945 14.1137522 11.5591747 7.5028413 10.3762285 0.1659441 -0.4190827 NA NA 15.3494563 8.0848265 9.6651446 11.3629749 NA 7.5753539 8.8885658 10.6113228 8.5482266 9.3979841 9.2657491 10.2766638 8.8122216 9.5424502 11.4523283 9.8887706 9.8348480 11.0143252 7.5781802 10.3203592 7.5410021 10.9040553 5.6958881 8.4792391 10.0823401 -0.00055444 0.00124810 0.00124810 0.00541390 -0.00097017 0.00055459 0.00903120 0.00249690 0.00541390 -0.00055444 -0.00055444 -0.00055444 0.00124810 0.00124810 0.00166420 0.00166420 0.00166420 0.00166420 -0.00484610 -0.00566990 0.00000000 -0.02753500 0.00750000 -0.00628940 -0.00387790 0.00069327 -0.00320490 -0.00221680 -0.00069303 -0.00332430 0.00541390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9946284 6.1883317 9.8354387 8.2324651 6.2021003 9.3875502 7.0607813 10.4619347 8.1489565 11.6357320 9.9258513 1.7509066 5.6144242 9.3843244 5.4910129 7.4264904 9.9592953 11.2924524 -0.4190827 7.4818672 3.5351945 NA 9.2293582 6.7708251 11.0966191 11.0902807 10.6094972 6.4697444 -0.4190827 NA 2.9029225 10.0332418 7.7880148 9.2409964 -1.4188898 4.5582799 9.8164165 10.3329630 7.7102837 10.6260776 9.2840389 8.0486062 11.0412004 3.5351945 10.3754164 9.3383905 6.2248564 7.3656357 9.6005913 7.6362831 12.6992928 10.6369608 9.9657843 13.1829454 13.7943326 6.6947423 9.6288060 9.7664954 6.3089215 9.5561320 10.0301491 14.0826823 9.0311807 10.5194774 9.0083135 2.0404366 9.3859383 7.2320525 13.2162652 10.0311808 12.5143224 9.3249935 7.8312990 14.2308742 10.2547512 9.0907756 16.2775402 11.3247010 11.6658089 13.7533890 11.0731041 2.0404366 10.6294874 10.8232815 10.3721635 8.4803576 8.5308273 10.3927766 12.7876334 8.5810005 11.4309842 0.1659441 5.9988522 9.0708484 10.8935999 12.6610686 6.3754166 -0.4190827 NA 10.7361350 12.5444385 11.4856258 7.9186224 11.0761060 11.6579831 12.5107213 11.0902807 10.2275593 10.8360291 6.9252969 9.6724359 5.4264895 8.8301140 5.0239428 9.3029542 5.5922268 7.5146912 13.1814693 8.4803576 11.8195546 10.7215108 3.7509280 14.3448872 6.8764936 6.9385528 7.3925355 9.9051810 9.4209916 1.1659441 9.2995334 9.9554966 8.8606112 11.5442579 7.3947816 9.6999416 10.3741974 6.4575171 10.5901293 10.5664867 10.0450357 0.5810137 12.4477965 10.2609204 1.5810137 9.4366476 2.3883549 8.5102590 7.0728540 9.5639942 9.4885447 2.3883549 7.4605837 7.3458718 11.1084775 10.9535936 10.6944172 13.5931886 10.1654933 10.9938350 10.8422140 10.7041520 7.6116674 9.6109779 10.1389428 10.2913766 -1.4188898 3.3358834 NA 9.6477624 11.2412082 9.6005913 2.6684596 7.5753539 8.2516566 11.2291334 TCGA-2Z-A9JD 66 0 NA 1060 kidney stage i t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma 40 1961 white not hispanic or latino NA NA 1 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.903867e-06 7.559472e-07 3.03030303030303 18.1818181818182 33.3333333333333 30.3030303030303 15.1515151515152 9.3927450 9.8094513 10.9194012 10.4638762 9.7567985 7.1189836 NA 10.5249359 8.6620737 NA 1.6545730 3.3008266 8.8077825 5.9108765 5.9108765 10.3108720 11.3742594 8.4301054 11.5594505 9.8897344 11.2064470 15.0996108 8.1640305 10.9178549 7.2178017 6.9170808 7.7498627 8.8746688 5.0752631 NA 3.6378537 9.9507405 10.9537618 9.9983388 6.3838114 0.6378421 8.5123265 9.4505696 7.3008220 7.3290195 3.8602477 9.1337125 9.9454378 10.5346944 1.3748447 7.1350443 5.0301727 10.3988545 8.9582818 7.9015180 7.6602256 1.0529027 8.3290195 9.4279344 10.4076953 7.7533344 -0.9470277 11.5976566 0.5587574 8.7417397 7.7358897 1.3748447 11.0952383 9.4082461 7.2768967 9.4481613 3.5764617 3.8077774 10.3669116 -0.9470277 11.0756095 10.5552295 4.9355399 -0.9470277 10.3849147 14.3615539 10.9935756 8.5041059 6.1189847 15.5504038 10.8834101 8.0330347 11.2080294 4.1403615 9.2039115 7.8077825 12.0364230 2.5123280 13.7155633 4.3008193 7.6262011 10.6940435 7.3336661 8.5286284 1.3748447 9.3838118 7.7739943 13.6908217 7.5646480 13.8465353 4.9108765 9.3412419 6.6967506 12.6091615 NA 6.7533344 13.3692472 13.6756332 8.4365991 -0.9470277 7.1027432 10.7820908 8.8682784 10.6284342 8.5764568 8.3359834 9.2178019 9.3736954 -0.9470277 9.1203294 7.5527406 10.7829405 10.2377703 7.7739943 9.2064469 11.4591930 9.4739078 14.0805418 2.7533264 3.6967506 11.1396947 10.7507313 9.5557268 11.1267018 NA 0.0528332 -0.9470277 13.6093411 8.0780344 9.7012526 14.3596331 9.4344379 9.9194012 10.5015275 2.9597887 7.8983849 4.5123280 11.2349789 10.3515304 11.1524071 10.3475157 9.2178019 5.6227518 10.2762933 6.5920533 0.0528332 1.0529027 9.4537744 2.9597887 1.6378421 7.7637017 12.5631646 10.5010112 10.0027216 9.0808010 0.6378421 9.4082461 7.8537948 10.0052285 13.6597628 6.6151367 9.2781023 5.2026410 3.5764617 12.0078183 8.1216734 11.3457917 11.4173032 9.5417394 9.3498111 12.8323065 8.8554114 10.1423454 8.4999782 8.7825157 NA 7.2672137 10.2823147 0.1025909 10.3385688 9.8044391 10.8497458 9.3055604 10.2334258 11.1844304 10.3921883 1.3748447 10.4601627 9.0351328 2.0529027 5.9836321 0.6378421 8.2253227 5.7533344 12.8111182 11.3049690 9.1054631 9.8999523 10.6070041 9.6602252 2.2228046 10.8378201 9.4290204 7.3748230 10.5025594 -0.9470277 6.0641219 3.3748169 2.0529027 9.9784493 2.9597887 11.3193887 -0.9470277 5.5606905 5.2623467 NA NA 11.9702670 10.7257622 11.1463125 10.7336940 11.3722848 11.1466426 8.7012347 7.2664849 7.8505563 10.6532725 9.8706780 11.5961685 3.6378537 0.0528332 NA 9.9224888 8.9446787 8.4279342 NA 13.1799220 12.2643270 8.6055640 6.5390456 10.0543031 NA NA NA 1.0529027 12.6959619 7.0358889 9.0056361 10.8952453 -0.9470277 9.0458334 8.8916261 12.2032769 6.6895200 10.8073649 10.2108734 10.3085137 8.7463820 8.9492273 11.4156607 10.5700722 10.1303783 10.8754658 6.6074842 9.1640307 3.6378537 7.4235824 4.4791594 6.0536827 10.9194012 -0.0056757 0.0027745 -0.0076101 0.0048579 0.7552800 0.0032777 -0.0048461 0.7258400 0.0550880 -0.0056757 -0.0056757 -0.0056757 0.0027745 0.0027745 -0.0076101 -0.0076101 -0.0076101 -0.0076101 0.0048579 0.0048579 0.0011093 -0.0008316 0.0000000 0.0000000 -0.0048461 0.0030522 0.0033299 -0.0042929 -0.0071958 -0.0395290 0.0427320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 9.7842139 6.5447481 8.5547320 6.4464994 -0.9470277 9.5286284 10.0849407 6.5390456 9.4494997 11.3663279 10.4235824 NA 6.0641219 10.1502687 2.0529027 8.3994087 12.7378627 5.2026410 0.0528332 6.8473105 2.9597887 -0.9470277 8.3838118 6.8010875 10.3765465 10.3108720 11.2013525 7.3612341 -0.9470277 -0.9470277 0.6378421 9.7576632 6.1403574 9.2708527 NA 3.9108765 9.2586883 10.0979721 9.7952044 9.6877060 8.7859101 9.9085421 10.6953980 3.7533371 10.4633463 9.1522428 7.5487503 3.3748169 9.2550189 4.1821758 13.9770579 11.1682638 8.9324782 13.8397261 13.0264130 6.5606890 6.4192169 9.1962783 4.2623505 10.5148859 1.3748447 13.1619094 2.9597887 9.6537370 0.6378421 -0.9470277 10.3486639 7.5725312 12.8293280 9.1297106 14.0805418 8.5666226 9.4137419 7.8309721 13.2749351 9.4344379 13.3510291 11.1524071 11.6115548 12.8796420 10.0230008 NA 11.1068208 9.8036019 10.7795389 8.1216734 7.6528077 9.8027643 12.7187860 7.4791594 11.4417195 4.7533371 6.8144466 6.8602502 12.1074993 12.2051798 9.5407350 0.0528332 0.0528332 10.0924995 11.9322867 11.1132160 7.5881704 10.8317934 11.0005319 12.5354508 10.3108720 9.8897344 8.1640305 4.5123280 7.3703073 4.4452102 9.1270363 3.8077774 9.0486621 1.3748447 8.0041794 12.3249356 10.2427196 11.0557100 9.8219063 2.2228046 14.9285243 6.3356119 6.0415803 8.3797739 11.5867113 5.7671410 0.0528332 9.0863180 9.9545161 10.8163771 10.8185954 3.5123280 8.5205004 7.2817140 -0.9470277 11.2290681 11.0546550 9.9085421 NA 11.3843718 9.6648419 0.6378421 10.3043773 4.0972905 8.7688569 7.4104471 9.0808010 9.3752626 -0.9470277 9.4718016 1.6378421 10.2823147 10.9297955 10.1095327 12.8111182 11.5077083 12.0299959 10.5025594 10.4430639 7.6602256 8.6804288 9.7884510 9.6472195 0.0528332 5.5123280 NA 7.9657843 11.3314925 9.8714771 -0.9470277 9.0458334 8.3313442 11.3980230 TCGA-2Z-A9JE 59 0 NA 1728 kidney stage i t1a nx mx male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.907407e-06 5.548821e-07 8.33333333333333 19.4444444444444 18.0555555555556 36.1111111111111 18.0555555555556 9.1326504 9.6383452 8.1212253 6.4111957 9.8141952 4.9538472 1.7839176 8.7277932 8.8015260 -1.0235630 0.4619476 5.0850932 6.8157714 5.4359986 6.7903485 9.9028632 11.9935495 4.1058540 11.8062899 9.1552321 11.6817676 14.0507187 8.6942437 10.7276928 9.0929112 5.6234484 6.6204237 9.7999662 6.1762390 -1.0235630 3.2984970 9.6787399 10.3286106 10.2239014 5.6770064 -1.0235630 8.6131920 9.5894356 8.5215317 7.7010812 6.4277788 7.0903094 8.9190817 10.7176128 7.0264161 10.9187152 4.0209644 10.2515276 9.6222256 8.2268654 7.8653108 0.9765836 8.7562864 9.9322171 10.6027325 7.2053857 0.8640970 11.3002919 1.9765836 10.1456466 7.7677303 -0.0234164 10.5880532 9.4195107 8.5708917 9.1897808 4.2984970 4.6489946 10.3219725 -0.0234164 10.7525889 10.4487504 7.1161183 5.9765676 8.0798549 11.9437935 9.5388095 9.5549021 7.4523006 16.0072559 9.8062899 7.8500111 9.9723344 3.8345494 9.1552321 8.8453897 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10.7819080 9.3130737 2.2984824 14.8711482 6.3192639 6.9538472 7.4869750 11.5067297 5.7967457 1.5615461 7.2526919 9.9919822 9.1676264 12.3407019 3.5001264 8.5820467 7.4359986 2.1464923 8.8141950 11.8039099 10.1670092 NA 10.8868351 8.7163479 3.8834546 9.5511607 1.9765836 6.6347791 7.1663921 8.8031156 9.3794408 1.2984824 9.6839264 -0.0234164 10.0072343 10.4883199 9.6726654 13.1482131 11.3848969 10.9853459 10.1969456 10.7693575 8.0850916 7.1564765 10.3330191 10.9445139 NA 0.9765836 1.9765836 7.4764133 11.3540814 8.3731718 NA 8.5176639 8.6186190 10.6276189 TCGA-2Z-A9JG 64 0 NA 1662 kidney stage i t1a nx mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.6159577 12.5090350 7.0067457 7.3321574 7.0877885 10.7441287 8.2137366 5.3784492 8.8488849 9.6005721 8.2072106 11.8252295 7.2964354 11.1445439 7.8719902 0.8085910 9.3409512 11.6379216 10.3713147 -0.1913266 10.1226120 8.8043624 2.2680151 9.8611634 2.8085910 7.7304362 5.7858748 8.6988595 8.8028071 9.5651516 8.6665762 1.6159341 10.9615139 10.3745494 9.8953950 12.8929054 10.1083757 10.4796940 10.1966126 10.7812161 8.1055115 7.6789599 10.3554897 11.1132318 2.1305356 NA NA 9.3193594 11.0784817 8.1858056 3.4524505 8.8156225 6.7452333 10.6062568 TCGA-2Z-A9JJ 69 0 NA 1213 kidney stage i t1a nx m0 female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 4 4 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6223292 11.6033301 NA 8.9973520 9.6022865 8.1258789 7.6071498 -1.4150375 9.0339309 12.9007808 9.9999958 11.6348008 9.5491231 7.6828141 8.6085365 8.8291459 8.5021543 9.5103365 9.7089035 9.5563258 9.7063157 10.1513119 9.4674252 11.8614111 9.6481773 13.7264902 4.0110483 3.2286340 10.0741285 9.1810745 8.5243615 10.6274676 -0.4152299 1.1697326 1.1697326 13.5460510 2.3921251 10.7373839 2.3921251 9.7659345 9.3430053 10.2518937 5.1393713 7.7089032 7.8632317 11.1690401 10.5674193 11.3448784 11.0331566 8.6057621 7.1083446 10.7468587 2.4916735 1.7547165 7.8976652 8.5051351 5.3529668 -1.4150375 11.0013159 13.2721032 9.2800105 10.6923262 10.0230542 4.8786665 10.0220140 7.9357214 10.5318748 0.5847701 6.8885631 9.3203382 10.8550775 6.4453112 8.1791069 8.4081493 11.2308908 11.0863706 10.3237189 8.9854481 12.7056680 8.8816983 8.1584294 8.9434335 5.1846969 -1.4150375 8.6209558 11.2293145 NA 7.0686783 11.3361170 11.0818855 10.9296329 9.9893915 12.2683251 11.0786377 6.8231863 9.8498112 8.2218234 5.3661403 9.5447840 NA 7.0645628 7.1734973 12.6188933 10.9140179 8.2013310 10.8151029 10.0886079 9.0696050 0.5847701 10.8106524 8.6998257 9.0152347 10.8237839 2.2852246 3.3396648 9.8099896 3.0442192 9.0513686 3.3396648 10.6722450 1.7547165 11.5558101 5.3459357 -0.4152299 0.1697968 11.6527206 10.4651310 11.5877730 10.3595693 11.7704319 8.4796000 8.9774431 5.9699540 10.3190684 10.8288486 9.9576472 11.4537976 1.5847701 -0.4152299 NA 10.2159592 9.0380528 9.0994961 NA 10.7948446 11.1256367 10.3367445 12.4281115 9.8953950 -1.4150375 0.1697968 NA 2.0442192 13.3348087 7.8839904 8.4720027 12.7773832 NA 9.7127765 8.8462896 10.6257568 7.0235736 9.7739891 10.0930722 7.9246320 8.7572096 9.3388346 11.8273608 9.6271256 9.6715819 10.8243807 7.6854447 9.4570492 5.6071498 9.8160033 5.3127015 7.8849288 10.3500682 -0.00193990 0.00750000 0.05651300 0.01000600 0.00458000 0.00434830 0.00000000 -0.02438800 -0.03885000 -0.03672100 -0.00193990 -0.00193990 0.00750000 0.00750000 0.01167900 0.01167900 0.01167900 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9.4105359 -0.4152299 6.3127033 10.1930370 9.7628245 8.6933068 11.7810769 10.0292795 9.5447840 10.4795999 5.3262497 10.4909212 9.7134211 6.6454783 3.2852246 9.8771039 5.2990285 13.7016947 9.9335104 9.5118193 13.4899341 12.8727109 7.3856821 10.5541687 10.7896589 8.2642624 9.7030744 8.9067102 13.6666400 5.3791981 11.0107848 4.2572068 -0.4152299 10.5250958 8.8111945 13.0405589 9.1697447 13.7264902 8.7991012 8.9962933 14.8775891 10.0277256 9.7659345 13.4727167 11.3448784 12.4011659 12.8476111 10.6380293 2.8327078 10.6461534 10.0836314 11.6083633 8.4081493 7.9268570 10.0152347 12.7737573 9.0005240 11.2957995 1.1697326 7.3595695 9.2259307 10.9428839 12.7486677 7.7522007 -0.4152299 NA 9.9084000 12.8346363 11.3109940 6.7547072 10.7310326 11.7356401 12.9849945 10.9491905 10.3985634 10.7313509 5.3262497 11.9489168 6.2852228 9.0816360 3.8701871 9.3636808 6.1083446 5.8794019 12.9954197 8.5169969 11.3667565 10.2852219 1.1697326 13.6231439 9.4535353 7.9532885 7.2428864 9.9787089 7.2886862 -0.4152299 9.5577620 10.3177975 8.5491231 11.4349690 4.9423362 10.2791401 7.6695909 9.3751307 9.4635994 10.7493749 10.3739082 -1.4150375 10.5738218 9.4357503 1.1697326 10.3525529 3.9423362 9.7230540 5.2712837 10.0230542 10.3448034 4.1697487 4.3127015 2.8327078 11.2293145 10.6589236 10.6376898 12.6188933 9.9576472 10.3868946 10.8237839 10.7899645 7.8771037 9.0183677 10.0120950 9.8753771 0.9067367 7.5006619 5.3127015 9.3479945 10.4506507 10.0375382 0.5847701 9.7127765 8.6788600 10.7201708 TCGA-2Z-A9JK 50 0 NA 1186 kidney stage iii t3a nx mx male 2011 NA no 100 kidney papillary renal cell carcinoma 60 NA white not hispanic or latino NA NA 2 2 NA NA 2 6 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.8337478 9.0518669 8.0917956 10.3392173 12.1489977 6.1611783 8.7140521 10.8616180 11.8587985 13.5162806 10.3484926 10.9136225 8.4430082 8.3049431 6.3783295 14.1123594 6.4816412 -0.4609653 8.5185088 9.5957642 10.3343544 10.5981328 3.2395661 0.8610819 8.7799176 9.3978844 10.9392053 8.9174213 6.5998221 9.3106160 9.4377277 10.1798233 7.1901783 10.2434624 6.7679447 10.3943842 9.6716262 8.8371889 8.4354590 4.0937123 11.4301506 10.4900468 10.6179444 8.2940141 1.3464747 10.0424056 2.3516283 8.6610355 7.9569790 1.3464747 10.4075632 9.8514422 8.6606598 9.5016754 -0.4609653 6.8383341 9.8070834 7.4187094 12.0933555 11.1522252 7.8474652 4.7870563 10.6690469 9.5896553 10.9233705 8.9185049 9.2150835 15.9202299 9.1362478 7.8878548 10.7093645 4.9141674 9.3672629 7.8222145 11.5263904 7.9228306 12.6369939 2.8021518 9.2039291 9.0538404 10.1254972 9.1306488 3.3464747 10.0768302 8.1446057 12.5574135 6.7775315 15.6800925 9.4940497 10.2052794 7.4550058 10.7843820 NA 4.7090535 13.9596130 11.3773455 8.9260667 1.1240634 7.5106700 10.2093400 9.2610799 11.0392213 8.2805936 9.2881578 8.7128035 9.1042284 1.5391340 9.6318835 8.6318835 9.7090514 10.4365937 9.0666035 8.3751767 11.6365495 9.8789765 12.6981305 5.1829822 1.7090700 10.0656256 9.7737523 9.3569095 9.8503070 -1.4607667 1.8610422 0.5391340 13.7612421 5.2395661 10.3225339 12.6791573 8.7799176 10.3258044 10.1390393 4.2670488 7.2636401 10.5601064 10.5666869 10.6025215 11.4125994 10.2247513 8.3270289 9.8394789 10.7947451 4.9141674 4.2670488 1.5391340 9.1455315 5.7485793 0.1240634 9.7344986 13.9448662 9.7846792 11.8525764 9.0518669 3.9985566 9.8000460 8.0646474 9.0526765 12.0563037 8.4845704 8.9453315 6.9141662 5.0937165 10.1385744 8.2805936 11.2225597 10.7673439 12.1739375 9.4889532 12.6038692 9.2712938 10.0097852 9.4048597 9.2670470 0.8610819 7.7558723 10.5916945 7.4155821 8.4355948 10.5807855 10.8514421 8.7655387 9.5327724 11.1827572 10.9875009 5.9653918 10.0016287 8.7861994 5.2805926 7.5135413 0.8610819 8.2168462 6.2670470 12.5538443 10.6719474 9.5178369 10.6709833 10.5770164 8.7534454 4.8789754 11.0081780 9.2998463 7.2906704 9.8537097 3.1240965 4.7870563 6.9779187 6.5431788 8.8417653 3.7870563 10.9084511 5.4816412 9.5299394 6.2453816 NA -1.4607667 11.6556328 10.6952095 11.4733701 10.8059130 11.6587160 9.2670470 9.1630627 7.1897475 10.5977947 10.5780454 9.8750749 12.2782741 2.6265793 -0.4609653 NA 9.7787249 9.4794400 9.0753735 7.1315833 12.2908797 12.4813660 10.3846165 8.8871685 10.2486411 -1.4607667 2.2395813 -0.4609653 2.8610621 14.2046011 7.0349816 9.0898731 11.0008616 NA 8.6397889 8.8135628 10.8135046 7.9054484 10.9760982 10.3986612 9.1455315 9.3424503 9.1757511 11.7386454 10.5835205 9.2516533 11.3231477 7.9653912 9.5855684 9.5496545 10.4669044 4.3805979 7.8133650 10.8143779 -0.00166290 -0.00464790 0.00652620 0.49735000 -0.00152430 0.00000000 -0.00307270 0.00430210 -0.01450300 -0.00166290 -0.00166290 -0.01101300 -0.00464790 -0.00464790 -0.50536000 -0.50536000 -0.50536000 -0.50536000 -0.00211780 0.00471900 -0.00283040 0.00000000 0.00374650 0.00374650 0.00097064 0.00166420 -0.00678130 -0.51197000 0.00610900 0.01307400 -0.01450300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6535195 6.7870537 9.9212100 6.7080989 -0.4609653 9.9768785 8.6011724 9.8091121 9.5348937 11.6238650 10.1820806 0.8610819 5.9985588 10.3180248 4.2115496 7.3971073 10.4553791 6.9141662 0.1240634 7.8360428 5.8700441 1.7090700 8.9674865 4.8966787 11.5495409 10.3392173 11.0700253 6.7534454 2.5391340 -0.4609653 1.5391340 10.2124355 7.0229426 9.5278111 -0.4609653 7.1575117 9.247348 10.216846 8.712803 10.344870 7.726478 5.982069 10.176204 5.469863 10.062688 9.443761 7.229125 6.239566 9.507073 7.006732 12.796883 11.255946 9.454259 13.163008 13.107856 6.743698 8.902166 10.086021 8.022942 9.639132 4.688874 12.772372 8.299015 9.424823 5.346482 1.346475 10.237831 7.642414 12.420623 9.336788 12.698130 8.883422 7.613268 11.049891 10.310616 8.779918 15.957827 11.412599 11.141361 13.200014 10.749798 1.539134 11.047912 8.665831 10.427870 8.280594 7.885640 10.173937 12.115847 9.782895 10.967222 8.220365 7.597118 3.748579 11.307104 12.441502 9.084091 -1.460767 NA 10.656120 12.471249 11.217251 7.572549 10.699313 11.3382056 12.6178610 10.3392173 10.8616180 10.3484926 6.2044616 12.0023953 6.1165561 9.9737546 6.0389716 9.5531470 7.1901783 6.8105896 11.9052874 8.7811095 11.5205153 9.3712252 1.7090700 14.2036015 7.2849018 7.1353163 9.5003374 10.5181943 9.2386987 3.8966787 8.9965074 9.6945771 7.2221206 11.6476508 5.6684085 11.1252625 11.2555172 2.5391340 11.5759869 11.0816747 10.1937624 0.5391340 11.5117473 9.5292304 3.1829783 9.8800892 5.5391278 8.7077984 8.4064053 9.0518669 9.7655507 4.9314420 7.5670328 4.8059115 10.5916945 10.3100958 11.2885769 12.5538443 10.6424142 10.6980516 9.8537097 11.2871096 7.7215210 5.4698632 10.4991283 10.1432162 1.1240634 0.5391340 0.1240634 10.7071717 11.2574024 8.5862502 1.8610422 8.6397889 8.3106160 9.9458628 TCGA-2Z-A9JL 47 0 NA 1006 kidney stage i t1a nx mx male 2012 NA no 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.69190113 12.87889438 13.54847966 10.82037772 11.34039013 9.22719715 6.63211114 6.90897258 11.88705116 5.83302415 2.36053284 4.56561545 10.70349986 10.55824448 10.19658664 4.16788776 1.62358597 8.93796520 9.55824448 10.17367614 8.50417465 5.14713164 7.75970713 9.62732285 11.04633628 3.94549534 10.68336574 6.19848040 9.76056178 9.45329348 8.36053635 8.72860625 2.62356256 10.43307086 10.13070466 10.41581876 8.17815938 1.36053284 11.12840954 3.75833516 8.48775685 8.08845647 3.56216914 10.08641372 9.87307924 8.61980877 9.52881723 4.87149870 6.80015960 10.33035448 2.62356256 12.25201622 10.99498434 5.75285294 7.05541694 10.03359796 14.26011979 9.97008446 9.36269869 6.52242460 15.37638687 9.57388364 8.35602097 11.11040572 5.26742718 9.74424050 8.08573216 10.70837910 5.63851990 13.66739545 3.43092752 8.58860446 9.89891921 6.71103367 9.10200324 NA 9.66887524 9.48362293 12.57157282 7.32401038 14.35413246 5.22843392 9.36619455 7.58163973 10.20477127 NA 6.07203075 11.90974337 12.41038483 8.72160268 3.49803381 7.30539512 11.06962007 8.72510888 11.06547740 8.48362314 7.38733669 9.06789547 8.95149746 0.03857665 10.45382178 8.62357061 9.82487778 10.44108732 9.83626974 8.86515670 11.80853074 9.25414119 15.07246132 2.62356256 2.36053284 9.89113769 9.07119123 9.20728038 10.45593335 NA 1.84595164 3.36053284 13.93119843 13.46014709 10.89581162 9.80430868 8.59319688 9.61509255 10.40274285 2.62356256 7.97818762 4.94550002 10.82528621 10.94286649 11.39192320 10.45276488 8.80679255 8.31937904 10.52795440 0.03857665 0.62358597 1.62358597 8.83302415 6.33322871 0.62358597 9.71103349 11.73340133 10.72860617 11.34723163 9.51939840 4.13790513 10.31356864 7.89969527 10.18541873 7.31007104 2.94549534 9.25898642 5.48155082 5.54640371 10.15819777 7.96638605 11.83606709 10.97818741 8.71103367 9.21976048 12.52770351 8.84112463 10.02017547 7.93645362 6.59319688 NA 8.38290411 10.57436958 0.06722567 8.25552387 10.04282871 10.59511423 10.76907829 10.04072000 11.28505191 10.81421850 3.03861177 9.73383646 9.60012533 3.62357427 8.99134951 0.03857665 7.17815988 6.59319688 12.67387284 10.96416265 8.92125125 9.96712652 10.89581162 9.05958809 0.62358597 10.93897314 9.04282871 7.42662538 10.69234899 6.34238940 5.22843392 6.53046096 1.62358597 6.86515670 2.62356256 10.60608897 0.03857665 9.06927521 6.85482351 NA 1.36053284 11.84072062 10.94211353 12.36461626 10.66887532 12.18597213 8.09389077 9.88823228 7.42490194 9.32632049 10.61509255 9.80430868 11.65101598 5.99280468 2.36053284 0.03857665 9.92125125 9.23828053 9.54838325 1.03857665 12.61792412 9.89269732 10.48827268 5.92759547 9.62450963 NA -0.96128289 0.03857665 2.03861177 13.98948299 7.70394440 9.36278875 11.00475313 NA 9.28297210 9.37414377 12.19816421 8.49598890 10.41419072 9.64686306 9.51231401 9.01731871 9.32053816 11.49752739 9.65974425 10.00727499 10.48827268 7.47323654 9.68426665 3.84596167 10.12075718 5.74486343 8.21098590 10.40602298 -0.00179350 -0.00032600 0.03088100 -0.00262440 2.64350000 0.01057300 0.00264360 0.00681230 0.05851700 -0.00179350 -0.00179350 -0.00179350 -0.00032600 -0.00032600 0.01391900 -0.00272770 -0.00272770 0.03088100 -0.00718790 -0.00262440 -0.00920350 0.00125590 0.00028514 0.00028514 0.00264360 0.00097851 -0.00442340 -0.00082375 0.01391900 -0.01256800 0.04116700 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 10.05332615 6.64593794 8.60846368 7.55265142 NA 9.74424050 6.54640216 7.80387796 9.20728038 11.28578804 9.61886669 7.38733669 5.93342628 9.72947919 4.56216914 4.71103229 10.76992724 5.48155082 0.03857665 7.88095851 5.14713164 0.03857665 8.29127340 8.26260980 11.57799484 10.88409823 11.12219721 6.92125065 1.03857665 0.03857665 2.73904878 9.81421842 8.76652858 9.18454041 0.03857665 5.63851990 9.68606660 10.03578761 9.04142315 9.95299337 9.11542372 8.71984671 10.65836967 4.08300057 9.53645996 9.35262480 7.51838878 6.27701209 9.17431753 4.71103229 12.81009766 10.92697092 9.67523286 14.21318282 13.14909150 7.02729341 8.54640293 9.57388364 7.67885292 10.06374776 3.68246093 13.51180657 4.84596167 10.73165947 0.03857665 NA 9.51535430 7.56608525 12.98167239 10.74726100 15.07246132 9.15884595 8.48981947 13.03411037 9.38622960 8.59319688 11.54764088 11.39192320 12.16369873 12.62310098 10.76652866 2.94549534 10.95224561 10.30422319 10.35771573 7.96638605 8.11542398 9.89503370 12.17399684 9.22348361 11.33695721 6.72510854 6.97524612 8.89658913 10.80513709 13.03278482 9.16143627 -0.96128289 -0.96128289 8.82324303 12.59559315 11.57410960 6.73209550 10.87070701 11.8649581 12.6045433 10.8840982 10.6919011 10.8203777 6.1260705 9.5384542 5.6679659 9.1154237 5.1883534 9.4114733 3.9454953 8.4690606 12.0761277 8.8001593 11.5079956 10.6207502 2.4980466 14.4793152 7.3656217 7.4136474 8.2659352 10.5209120 7.7901523 4.8965916 8.7286063 9.8386992 9.1145284 11.8344449 6.6459379 10.4522361 7.1523508 -0.9612829 10.0463364 10.8711027 10.4929075 NA 11.8726842 9.3829041 3.2085329 10.4548779 2.2085485 8.5912774 6.8965891 9.5193984 9.7054358 9.0979526 9.3446699 1.3605328 10.5743696 10.9051144 10.4763602 12.6738728 10.4319986 10.8567909 10.6923490 10.5704770 7.2382805 8.2529275 10.0364933 10.3917550 -0.9612829 2.2085485 NA 9.3182188 11.9715537 9.3366708 3.6235743 9.2829721 8.4179867 11.3815162 TCGA-2Z-A9JM 28 0 NA 934 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 16 NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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25.8620689655172 13.7931034482759 34.4827586206897 17.2413793103448 9.63786470 10.37571304 9.77584975 9.08908602 9.98117695 8.66237714 NA 9.33167678 8.85241590 NA 1.38050782 4.96367294 6.65715979 6.94095250 6.70513885 10.52543781 11.77203343 6.65017289 12.71688926 9.94737876 12.04498948 14.29610493 10.68348909 11.01556120 8.73351026 5.70514023 6.26745340 11.84975009 5.07219586 4.87056200 4.94095133 9.92801331 10.60617551 10.02571860 4.13359640 0.96369606 9.12480449 9.67705909 10.71605316 8.61113106 5.79656142 9.72771475 9.74503224 11.29122516 1.96365907 11.05675990 7.31681913 9.90472011 9.70513954 8.35384153 8.16334475 3.60753154 11.12857940 10.21041310 10.33816866 7.63609819 1.66411871 10.89714927 0.87058172 9.07915834 8.67103148 2.77101928 10.46898788 9.42412849 8.49700233 9.70965767 5.42310414 7.77424414 10.59484961 3.60753154 11.71060663 10.43178737 7.96929729 5.32122461 9.50380050 10.26058875 10.53352811 9.90618696 7.64666743 15.51993905 9.39934287 7.91203963 10.90911634 4.69159558 9.35598993 8.29458951 11.73722385 5.94095133 12.96146945 3.45936604 8.98964257 9.84860620 7.03513450 9.23630222 1.96365907 9.65017307 9.69753528 12.50355831 7.09809842 14.32973274 5.32122461 9.11223801 7.55238706 11.03312225 NA 8.72688502 13.86397329 12.59666771 8.44345291 5.05113714 7.79972262 10.69753519 9.55519477 10.49212658 7.78385146 7.53352831 9.44244220 9.91203978 4.21159632 10.24037850 8.43737840 10.29290826 10.10641781 8.96508066 8.80602271 11.86183928 9.13109066 13.98343696 0.96369606 3.13359640 10.48968261 9.14854776 9.07871603 10.37624241 -1.03622997 NA 2.77101928 13.83215750 11.00464710 10.58618198 12.44685849 7.77424414 10.66107448 10.96261546 5.47146713 8.45952752 5.80916231 10.74462229 11.38494840 11.22486540 10.31681936 9.37306350 8.70682406 11.11975560 3.28559457 2.28560936 -1.03622997 8.72854401 6.60029652 0.54863390 10.24849665 11.82824559 9.63432880 11.52734549 9.42515190 2.96367757 9.68562607 7.83711636 10.32903802 9.84172347 5.56358526 8.06696047 6.14358117 5.24907362 10.80366360 7.54110126 11.05246073 12.62166079 9.19008467 9.69843294 12.68306132 8.95661080 9.42310414 9.27655552 7.40661575 NA 8.02166405 10.25541882 2.49098080 8.80065372 9.79260226 10.62723063 8.62188411 10.04715187 11.69520367 10.65235993 4.00806552 10.93485680 9.69581447 3.87056200 8.66584503 NA 7.90618711 5.57838326 12.78883006 11.23805065 9.15102466 10.72688485 10.76618890 8.97350107 2.13359640 10.85602558 9.44041864 7.94666595 10.50863692 4.45552450 5.42310414 8.16334475 4.05113714 6.32122461 2.28560936 10.30630280 2.28560936 8.79656239 5.32368711 NA 1.28557977 11.84153176 11.04349058 11.88922696 10.75564931 11.92999769 9.23279912 8.42515211 7.54777061 8.52591500 10.24907469 9.65890088 10.41745751 4.74503291 0.54863390 NA 9.92439849 9.29682790 8.55986231 5.59302802 11.35384148 11.52041802 10.14358155 7.39299567 10.49991971 -0.03637791 0.54863390 2.66411871 1.77104041 14.41781112 6.43940539 8.89883746 10.95342182 NA 8.91932250 9.52700229 11.78584497 7.46749796 10.45452334 10.38099767 9.38678832 9.49700233 9.39621430 11.37756481 9.90838451 9.69414264 10.53067788 7.62545096 9.34953491 3.60753154 9.31571588 5.56774317 7.13899770 12.12165094 -0.00498440 0.00819590 0.00041593 -0.00373950 1.11730000 -0.00013862 -0.00705760 0.53942000 0.09391100 -0.00498440 -0.00498440 -0.00498440 0.00847430 -0.01285100 0.00041593 0.00041593 0.00041593 0.00041593 0.00458000 -0.00069303 -0.00138580 -0.00484610 0.00713260 0.00713260 -0.00705760 -0.00526100 -0.00470790 -0.00456950 -0.01484300 -0.03517600 0.09391100 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 9.83942191 6.77102720 7.77424414 7.46224213 3.66410733 9.83095120 8.04315746 8.14561989 9.57654103 11.50408390 9.75157502 6.05113497 6.04048919 10.24560250 2.13359640 7.01352144 11.16732637 6.14358117 0.96369606 7.79972262 4.42310078 -1.03622997 8.22576753 8.79180886 11.32357577 10.52543781 11.42892515 7.14358117 -1.03622997 -0.03637791 3.05112844 10.20922525 7.71856027 9.08520607 -0.03637791 6.89441036 9.0656482 9.8036636 9.7235606 9.7981435 8.6021083 8.7645724 10.5939396 2.6641187 10.0114780 9.4595275 7.2116002 5.3212246 9.0643348 6.5857242 13.2454577 11.4862541 9.3299947 13.8936244 12.3004580 6.3645514 8.1410920 10.0128404 9.3289013 10.5533236 5.0721959 13.6144999 4.0929516 10.8977319 3.4872291 NA 10.1676322 7.3212246 12.5802213 9.7059819 13.9834370 9.0577503 8.3538415 12.1162743 9.4474883 7.7742441 11.6391886 11.2248654 11.6686568 12.7224162 10.3661517 0.5486339 10.6809205 9.1547318 10.7989335 7.5411013 8.0324508 10.0910221 12.4410513 9.9373698 11.1630381 6.8216541 6.4474883 8.4970023 11.0438238 12.3539758 8.7870396 NA -1.0362300 9.4891933 12.6277864 11.1758436 6.8216541 10.5898378 11.85241574 11.89883757 10.52543781 9.94737876 10.68348909 6.68477106 9.95164709 4.05113714 9.40246446 5.90618591 9.40972187 1.96365907 7.98604054 11.89475165 9.84325575 11.39882186 10.05246073 2.28560936 14.31343751 7.34629654 6.80916231 7.65314674 10.79814353 8.49505393 7.04048810 8.20446404 9.72854418 8.91641364 11.87936518 6.60752858 11.35142063 8.56915193 -0.03637791 9.93017789 11.14668748 10.60210840 NA 11.29794580 8.83865401 4.77102985 10.43382295 5.91786851 8.11849055 7.47146713 9.42515190 9.90803318 4.09295160 9.13234472 2.77101928 10.25541882 10.60063689 10.31957413 12.78883006 10.72646980 10.90655348 10.50863692 10.61517276 7.69838241 7.69499159 10.21633797 10.47394222 3.35598882 -0.03637791 -0.03637791 9.44143078 11.41902028 8.69499159 NA 8.91932250 7.81854064 10.44496745 TCGA-2Z-A9JN 50 0 NA 740 kidney stage i t1a nx mx female 2012 NA no 100 kidney papillary renal cell carcinoma 50 1994 black or african american not hispanic or latino NA NA 2 1 NA NA 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.508417e-07 3.121212e-07 45.4545454545455 13.6363636363636 4.54545454545455 31.8181818181818 4.54545454545455 8.6783350 10.7100191 5.0238852 9.0509201 10.7955505 6.3609226 NA 7.1333796 9.4519168 -1.2239803 3.7605510 4.2353901 7.3721494 7.6707773 4.6586000 11.0459629 12.2770505 2.3609261 8.3382020 9.9620677 11.8184741 16.1483996 11.3550399 11.2225261 8.0956317 5.4483856 7.7125978 10.5119388 4.0613615 -0.2239803 5.0978889 10.0035757 10.7210377 10.2763037 4.8634231 -1.2239803 8.8460808 9.2189032 8.3998410 9.4962041 4.8420486 1.5833265 9.9084594 10.6459390 2.8634231 9.9951282 7.7214034 9.5316819 9.3915895 8.2975601 7.9358310 1.3609261 9.1990755 10.1433745 10.8230836 7.9829742 4.4206845 11.6081080 2.5677645 8.3299537 7.9408668 0.7759355 10.6854778 9.7618017 8.2955958 10.0573508 0.7759355 4.7532408 10.4298483 0.7759355 11.8532762 10.6401459 3.8203526 4.6828486 9.3524346 12.8612662 9.9533793 8.7575270 9.4527982 15.1210011 9.2738114 7.6463247 10.9740978 5.6586028 9.5889393 6.6524765 11.6118128 5.2189051 14.4207173 3.1313919 8.2820292 8.3571605 8.1682770 9.1291065 1.5833265 9.6745611 9.6737749 13.1210877 8.0751678 15.0916121 6.1509983 9.5119050 11.5466236 13.1061063 NA 5.7301563 7.5961391 9.4225185 8.2955958 2.0978804 9.4359556 8.6768266 9.4180113 11.2499191 9.1124664 7.7759598 9.7717268 9.1927574 3.1682730 10.2001261 9.3646744 10.6482498 10.8772789 9.3238181 9.4332781 12.0729691 9.7467847 12.3731976 5.2516926 3.3609261 10.0515023 9.0822494 8.7801802 10.9142315 NA 4.2353901 3.6339426 13.4230808 1.5833265 9.8148787 4.2678129 9.4386280 9.6669839 10.6966848 5.9257075 7.9608349 5.2022257 11.1099536 11.1829619 11.6008827 10.5245719 8.6292692 6.0978889 10.7406616 3.4763946 1.5833265 5.0238852 8.3684170 1.9458699 0.7759355 10.2085017 12.8029154 9.7906777 10.7221349 9.4107708 1.1489341 10.7671272 7.3151188 10.8066786 2.3609261 6.0613615 9.7265157 9.2777970 7.8501012 11.2592717 8.4729272 10.6966848 10.6741832 10.4355097 9.1368069 12.9159906 9.1661287 9.8189870 9.9846331 6.7475029 6.2678129 8.3998410 10.6843523 12.7847726 7.1415820 11.5368875 10.6985442 11.1813672 10.3874457 11.3908996 10.5885381 2.5833265 10.1709582 8.4413669 3.5308448 7.3609226 NA 8.5490989 6.7359621 12.7958979 11.5476555 8.8038657 10.0911093 9.7133336 9.2916595 2.5833265 10.8306319 9.2394842 9.3362925 10.6416930 2.2353901 5.1335101 6.4833192 -0.2239803 2.5833265 0.7759355 11.4377378 0.3608699 6.2435644 6.2040683 5.9358322 -0.2239803 11.9037929 10.3777306 11.1422820 10.7692520 10.9380363 10.0227003 9.1880638 6.4888990 10.7600221 10.6828503 10.1698864 12.1681429 1.0978804 NA -0.2239803 9.9116690 8.8393547 8.4395180 NA 13.1392732 10.4841814 7.4936361 5.4617610 9.8162495 1.0978804 NA NA -1.2239803 12.6986370 8.2001262 8.5224740 12.2160503 NA 9.6888491 9.2300019 10.8298856 5.9951272 9.8024832 9.8244466 10.0047785 8.5800908 9.6647029 11.9937660 10.5997250 9.9583541 10.6730489 7.3533886 9.1302091 4.9257052 9.8258082 4.9703245 7.5553177 9.8073163 0.00069327 0.00069327 -0.00055444 0.00000000 -0.00235530 0.00087032 0.00041593 -0.00055444 0.00152550 0.00069327 0.00069327 -0.00138580 0.00069327 0.00069327 -0.00055444 -0.00055444 -0.00055444 -0.00055444 -0.00848010 0.00000000 -0.00636680 0.00152550 0.00245760 -0.00050778 0.00041593 -0.00069303 -0.00152430 0.00030705 0.00541390 0.00152550 0.00152550 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.2748089 6.3382015 7.0474228 7.3236637 3.5833145 8.7518078 10.8844842 7.6955380 9.8594391 11.3051633 10.5004735 NA 5.8739928 9.0797405 1.8936729 8.6040962 10.2772994 9.2777970 0.3608699 6.7475029 1.7759776 -0.2239803 9.0485896 6.5174269 11.0847367 11.0459629 10.6559755 7.5897410 -1.2239803 1.7759776 -1.2239803 9.8004068 8.2857346 9.5993269 NA 4.5308448 8.8949008 9.9651665 8.8897020 9.0671305 10.3396327 10.3472383 10.6257558 3.5833145 10.7927680 9.2797854 6.3382015 5.1682770 9.8942519 6.3906694 13.7341046 11.0857203 9.3160878 13.3248418 13.3944599 6.7301563 10.2887002 10.2287158 6.0238874 9.8541105 12.1465109 12.8647480 7.0047789 10.5161621 8.2658077 NA 10.3585722 8.2658077 12.7197566 9.2597755 12.3731976 8.8987876 9.3543325 15.1652886 8.0071809 9.4386280 13.2256887 11.6008827 11.3372477 13.0512113 10.6470949 1.0978804 10.1444662 8.9866311 11.1688137 8.4729272 7.9533793 9.9933116 13.0509930 8.2333407 11.3526708 5.8312414 6.1938131 9.2587676 11.8393548 12.2548557 7.5993267 -0.2239803 2.2353901 9.7976338 12.0430390 11.3538559 6.4341712 11.0029739 11.701143 13.013767 11.045963 9.962068 11.355040 5.023885 9.681347 4.330551 9.637822 4.061361 9.654011 2.863423 3.097880 12.247621 8.758953 11.313178 10.808005 1.360926 12.839355 5.755069 7.052084 7.580704 11.127727 7.047423 1.360926 9.519953 10.054990 9.128003 11.371450 8.768898 10.657074 8.166129 7.065978 8.388828 10.955558 9.559776 -1.223980 11.411224 9.974405 1.583327 9.561412 5.375874 9.275806 8.210588 9.410771 10.208423 2.682843 9.870697 9.410771 10.684352 10.612405 10.507703 12.795898 11.264302 11.883013 10.641693 9.943378 8.148825 8.398012 10.527085 9.340109 -1.223980 6.390669 NA 8.425216 10.692463 10.412584 1.360926 9.688849 8.838006 10.634329 TCGA-2Z-A9JO 56 0 NA 949 kidney stage i t1b n0 mx female 2012 NA no NA kidney papillary renal cell carcinoma 11.25 1975 black or african american not hispanic or latino NA NA 1 1 3 2 4 4 2 2 2 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6325474 10.0960200 11.7031474 5.6677360 10.2417932 9.3601305 11.5632834 15.0179643 11.2649579 10.5142833 7.3370902 6.6590183 7.0408891 11.7666554 3.7521277 NA 7.6850136 9.6720745 9.9110815 10.7970186 5.5021492 0.2926640 8.7020871 8.9074060 9.6601109 7.3695119 4.1995860 4.2468945 9.3233633 11.2003379 4.2926934 9.0575678 7.8201732 9.9633523 8.5311007 7.9544744 7.4322471 2.6146156 10.2842180 10.4181096 11.0047931 7.4116372 0.8776657 11.0857344 0.2926640 9.6914398 8.0103726 1.8776657 11.4258383 9.1208325 8.2842180 9.9241369 3.8162618 6.6590183 10.6850136 1.6146156 11.3731805 10.0043630 9.3479785 4.1000525 7.9037210 11.9313583 10.4607413 9.0559085 7.7273242 15.5234296 10.6688214 8.1224191 8.6957082 4.3370902 9.4077398 7.5453615 10.7536639 2.6146156 13.3250002 3.6746753 7.9095019 10.6871588 7.7480231 9.0805988 10.5358701 9.6903706 8.0674833 12.9371157 6.5780979 13.0880560 6.9437479 9.4596876 9.2828000 13.5389171 NA 7.7724762 11.3185278 13.3244834 8.2468926 4.3370902 10.2642397 8.6078455 7.4373543 11.1916753 8.8318548 7.1255860 9.0189143 9.2955111 2.9931309 9.0887358 9.2699759 11.0218919 10.4487792 9.4874530 9.0425655 11.6896861 9.8142965 11.7767637 4.9074051 1.8776657 10.4044838 9.2527995 9.6146243 10.5209136 NA 3.8776559 2.8776657 14.0622240 7.2813811 10.1311121 13.0041480 7.4012209 10.8592259 11.0189143 3.5406225 7.0137950 7.4322471 10.7500769 11.7790283 11.8334925 9.7189609 8.1381863 10.1584293 10.8386259 4.8472854 4.8162567 3.9365531 8.2785382 4.6146215 -0.7072183 8.1995865 11.1475645 9.4245531 9.8511169 9.2468923 1.8776657 10.5076223 7.8083960 10.0749490 7.3801589 4.7189589 9.3011246 6.0069420 4.8767576 11.7413287 7.9896636 11.5565521 10.4316078 10.0887356 9.8113493 13.4436333 8.9329411 9.4411726 10.9522461 11.8103655 NA 7.0805990 10.8245648 8.2849545 9.1116936 9.9730556 10.5670742 7.3907279 10.3854533 11.1837203 10.2620826 4.4219773 11.6707199 9.7524454 4.1995860 4.1000525 NA 7.9110815 5.4825192 12.6510726 10.2219545 9.7985076 10.1630608 10.5376544 9.2497982 3.5406225 11.5615041 9.9633523 8.2055856 9.9957345 3.4626151 5.5406225 5.4219806 1.2927229 7.7562207 0.8776657 11.2025892 3.1000525 6.7662400 6.5036111 -0.7072183 NA 11.5182048 10.6123683 10.8856203 10.5388429 11.4070892 9.8953950 7.3370902 7.0965043 8.0137955 10.3081111 10.1048734 11.2037135 5.4626217 NA NA 10.2526981 9.9809464 7.5311007 0.2926640 12.9048735 13.1839102 9.5606532 7.3416184 9.3735136 -0.7072183 0.8776657 NA 0.2926640 12.5502313 6.9791965 8.7168623 11.0546628 -0.7072183 8.7724762 9.2121106 10.5400303 4.9074051 11.2315405 10.4972673 10.6524456 8.3316152 9.3178356 11.2756897 10.2721213 9.8888858 10.6887657 6.7925417 8.9791965 4.8472854 9.1738100 4.2281568 6.8475147 10.3533920 -0.0068360 0.0000000 0.0071666 0.0059149 0.0071666 0.0025807 -0.0644270 0.0081408 -0.0027721 -0.0068360 -0.0068360 -0.0068360 0.0000000 0.0043860 0.0107870 0.0071666 0.0071666 0.0071666 0.0046639 0.0059149 -0.0671090 0.0025807 -0.0190940 -0.0190940 -0.0644270 0.0045674 0.0067493 -0.0447570 0.0018868 -0.0021332 -0.0027721 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.321983 7.521515 7.940154 7.389095 1.614616 9.169213 7.756221 10.405527 13.976239 11.518036 9.900026 2.993131 6.614624 10.257759 2.884852 10.152231 10.265676 6.006942 NA 7.353392 3.462615 1.292723 8.718961 7.080599 10.760230 10.096020 11.834199 7.027406 0.292664 NA 0.292664 10.374180 6.816258 8.938355 NA 5.380158 8.7105485 9.6112390 9.6101087 7.9509075 8.7273242 10.3533920 9.8211502 0.2926640 10.0290981 8.6480473 7.3316148 5.2468907 9.3668376 9.4219792 13.7106804 12.3178357 8.9455410 13.8047575 12.9162347 6.3039232 8.5664917 9.9401546 6.7273242 10.1421012 5.2699757 12.3691777 5.4219806 9.0341632 3.6850094 0.8776657 10.8088886 6.7020868 11.6991669 8.7744955 11.7767637 9.0408889 8.9526920 8.6480473 10.2033388 7.4012209 13.0383704 11.8334925 10.1768666 13.1132740 9.9606946 0.2926640 10.9509076 10.0400499 10.3841315 7.9896636 7.6325460 10.0944045 12.8695347 8.0838590 11.6052955 1.8776657 5.8004910 5.1995860 12.3479785 12.1485379 5.6502476 -0.7072183 0.8776657 9.3233633 12.0652169 10.6089324 6.1255870 11.0103725 11.6414242 11.6356041 10.0960200 9.3601305 11.2649579 4.4626217 6.5311007 3.7521277 9.3933585 4.4219773 8.6633834 4.2926934 5.4424426 12.3903958 9.4012206 10.9987604 8.9739344 1.8776657 13.6473587 4.8875448 5.0475820 7.8339862 11.9606946 7.4576033 4.1506734 8.8888860 10.1224188 10.8302106 11.2319080 6.8162579 9.5130744 8.9965997 -0.7072183 12.6973055 11.5746261 10.2085754 NA 10.9215972 9.4935947 0.8776657 9.1522308 6.2468926 8.3122867 8.7252381 9.2468923 9.5037325 4.2926934 10.3384557 4.1995860 10.8245648 10.8601769 9.9383545 12.6510726 12.1846696 12.1734275 9.9957345 9.8710688 8.4168174 6.1255870 10.5233170 8.9275072 NA 3.7521277 -0.7072183 6.7925417 14.3979044 9.3628170 -0.7072183 8.7724762 8.8568457 10.3540673 TCGA-2Z-A9JP 63 0 NA 893 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352525e-06 3.468013e-07 13.7254901960784 19.6078431372549 29.4117647058824 19.6078431372549 17.6470588235294 8.8868434 9.9115962 10.0049248 10.4586688 9.8912949 7.0848286 1.2268784 8.4602994 8.3917544 NA 2.5092905 5.6018866 8.8433963 6.1457101 6.7890902 9.5385960 11.7747061 5.0848296 11.8562042 8.8543816 11.4661478 14.7519906 11.0648697 10.2055581 9.2888938 5.7215832 6.5029718 10.5887914 5.6862792 2.0342157 3.3967760 9.5180183 10.9415225 9.9983371 3.9817339 -0.7732449 8.1897435 9.3235628 10.4514523 7.6572999 5.1810429 7.4795127 8.4556663 11.0261292 4.4747735 11.3307910 9.8904057 11.5808214 8.2929368 7.7582292 8.0660515 4.1810469 10.1314822 10.2719247 9.9950319 6.9817351 0.8117998 11.2440597 0.4095810 9.6090609 7.4556667 5.1337402 11.2264953 8.9598629 8.5711436 9.8535240 2.2268476 8.4460163 10.4889424 -0.7732449 10.4104829 10.8796926 6.2380741 5.6191665 8.7346422 10.4017733 10.2942820 9.3076651 7.6234521 15.8741374 10.2019791 7.9445241 10.2331737 4.2268476 8.9513614 7.8155620 12.0295659 4.4363018 12.0307769 4.1337361 8.5817580 8.6234525 7.4216045 9.3169601 3.5487818 9.7823953 8.4240642 12.4278994 6.1094901 15.0079042 4.2268476 8.9045672 8.7025810 12.2181923 -0.7732449 6.7582285 14.7894478 11.9453805 8.7106635 6.7266936 7.7775946 10.1216653 9.5909822 10.2105539 7.0470268 6.6105524 8.3561306 9.0785968 NA 8.9999868 8.1186312 9.8108706 10.2983099 9.4030208 8.7246994 11.1030614 9.8787961 13.3014072 3.4747735 2.3967623 10.9645175 9.9143370 10.1344895 9.7718120 NA 1.2268784 2.0342157 13.8248419 11.4169809 10.3083311 13.3683162 4.8118101 11.5234771 11.8707038 8.5532772 8.6191650 6.4067560 9.9272873 11.2828078 10.5901994 9.3917546 8.6677169 9.6593894 10.9737817 5.9950322 -0.7732449 2.0342157 10.0887099 3.6862764 -0.7732449 8.7346422 11.8288505 9.4959743 11.0147501 8.3063324 NA 9.1708274 8.3116561 10.9767547 12.9445240 3.6191665 9.3301355 6.5666980 5.1528486 11.4962665 6.5577639 11.2066300 12.0388243 8.0114822 10.1110181 13.8349291 8.9649398 8.3222446 8.8904057 9.3129839 NA 6.5666980 9.9699990 0.2268784 9.6343704 9.3702308 10.9788100 7.7066279 10.4017733 11.5360397 10.6127100 3.4747735 10.6969980 9.6086392 3.8118101 7.9615573 NA 8.1277143 3.6191665 12.8838310 11.4529587 9.2226148 10.5694779 11.0844399 8.6739309 1.2268784 11.4378263 9.8341779 7.9917191 9.7871804 3.8118101 5.8118101 4.4363018 2.2268476 7.8118101 2.0342157 10.2888938 2.6862764 7.9983371 5.5122490 NA 3.1337443 11.6191650 11.2328230 11.0135256 10.2303655 12.0464280 9.7126769 5.5122490 6.4074530 7.3301353 9.7484480 9.1486886 10.0762527 4.4747735 NA NA 9.6051424 10.3405898 7.3509692 4.6191665 9.5544003 10.8516430 9.3379833 7.7486444 9.9640949 NA 1.5487818 NA 2.6862764 12.8107531 5.2492140 8.4771459 9.9019225 NA 7.7106632 8.3561306 11.1850378 6.1094901 9.9657843 11.1091085 8.5510280 9.8850591 9.2112661 11.1744846 10.5414308 9.7621230 10.8502719 7.8743058 8.9716815 2.0342157 7.8304740 3.9272897 6.7735876 12.2506020 -0.0052669 0.0097217 0.0033239 -0.0047138 0.7904500 0.7966400 -0.0150740 0.7467300 0.0775680 -0.0052669 -0.0052669 -0.0106670 0.0097217 0.0097217 0.0061954 0.0109760 0.0109760 0.0109760 0.0093038 -0.0013918 0.0066593 0.7987800 -0.0041605 -0.0041605 -0.0033303 0.0095824 0.0031850 -0.0077541 0.7658000 -0.0641120 0.0775680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 9.6083905 6.9063278 7.0972126 8.3856592 2.9272897 9.8004949 10.1155908 8.4824663 10.1284688 11.7700704 10.4652523 6.7025814 5.7814358 10.7390943 NA 7.8634721 10.5487757 6.5666980 NA 8.0309788 4.1810469 0.2268784 8.4265201 7.8992729 10.7333089 9.5385960 11.9125491 7.4216045 0.2268784 NA 0.2268784 10.3734162 6.9133478 8.5865970 -0.7732449 5.7660067 8.4411668 9.7862247 10.4344721 8.5487757 8.2575147 10.3657593 9.3327560 3.3143050 9.9010399 8.8378723 8.0502149 4.7187014 8.7286848 3.7504136 13.2387737 12.8265280 8.7718120 12.9550870 12.4196028 5.3353725 7.1155910 10.0589465 9.3418913 10.5237638 3.8118101 13.7044162 3.3967760 9.2155323 1.8117998 -0.7732449 10.2233211 5.9547686 11.8906281 8.9393747 13.3014072 7.7814364 7.2212014 10.5816479 8.9220759 4.8118101 15.0754216 10.5901994 11.2942820 12.6412686 9.2602706 NA 11.9917192 9.2394720 10.8202387 6.5577639 7.4508492 9.9367929 11.9917192 7.7967035 11.2331737 4.8992723 7.7967035 7.9479466 11.2356264 11.5574844 7.6489126 -0.7732449 NA 7.6944533 12.5280580 10.2886845 7.0406284 9.9194631 11.3822983 11.1605382 9.5385960 8.8543816 11.0648697 3.8118101 8.1397370 2.8118204 9.8360264 4.5122522 8.2155325 4.4747735 7.3353725 10.9987455 10.0430312 10.6718625 9.1795889 2.2268476 14.8247547 7.1848198 6.3143104 8.0803443 11.2797552 7.4508492 3.3143050 7.2436558 9.6415328 9.7940621 12.0520052 7.0848286 10.2780566 7.7582292 NA 11.5263419 11.5558030 10.6191650 NA 10.4865909 8.9547680 2.0342157 10.1209075 3.9817339 6.3143104 7.5214685 8.3063324 9.7356129 -0.7732449 9.8939592 NA 9.9699990 10.4550651 9.7176985 12.8838310 11.6035157 11.4305015 9.7871804 10.9329119 8.1575849 8.0502149 10.1133063 9.9376541 1.5487818 4.1337361 NA 7.8707038 12.4078709 8.0016345 NA 7.7106632 9.3418913 10.1314822 TCGA-2Z-A9JQ 66 0 NA 778 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 40 NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.525926e-06 9.016834e-07 2.85714285714286 27.1428571428571 21.4285714285714 35.7142857142857 12.8571428571429 9.4323947 10.0954826 7.8843671 6.2925517 9.3281749 7.1290522 NA 7.0544437 8.3028194 1.1632411 NA 4.4851949 6.4670479 6.4300544 7.1174644 9.5641474 11.7871494 3.8637105 12.3944891 8.4347308 10.2360704 13.9419539 11.3836462 10.5523614 8.3331929 1.1632411 6.5555846 10.0134547 5.0212487 NA 2.4851949 9.0087580 9.6369737 9.9929907 5.9961582 NA 7.9898162 9.2665558 9.2374093 7.0459114 4.8071230 9.2103918 8.8143197 10.9189901 5.2076625 9.3356954 1.1632411 11.8545753 9.1772885 7.6946497 7.8911883 2.1632733 9.7908018 9.7724467 9.8374602 6.7482304 1.7482465 11.4733126 NA 9.5317744 6.5208198 4.6868310 9.9850418 7.2822090 9.5916282 9.5747789 4.6227020 6.3130154 10.0134547 0.1632411 10.1043156 11.3161865 3.1632733 7.5031181 7.9248190 12.0040458 7.9641676 10.1203700 8.2347303 16.0611606 8.9993182 7.7631805 9.3431771 3.9706236 8.8567548 8.2925508 11.5984173 4.7482304 10.7788976 5.7488315 8.7056808 9.0999058 6.4851966 10.5186190 0.1632411 9.2665558 8.4624761 9.4896975 5.2925499 15.3783739 3.3331947 7.4531949 8.8671715 10.9148120 NA 5.8911883 14.4379373 13.4097116 7.7926244 3.8637105 7.5641472 10.5175173 8.9673989 9.8161129 6.4111957 7.3028189 7.3920864 8.9314523 NA 9.2131164 8.3481434 9.8250461 10.0243549 9.8757950 8.5684095 11.1650420 9.2586650 13.9512725 0.1632411 2.4851949 10.9297968 8.4851962 10.4704687 9.6410263 NA NA 0.1632411 14.0781202 11.3066511 11.1583284 10.4300545 1.1632411 11.8361352 11.0466749 5.2507305 7.3331929 3.8637105 9.7853197 10.7752149 9.6430482 9.4206557 8.8143197 6.0212487 10.8886342 5.2925499 2.1632733 4.4851949 10.3763721 6.6226991 1.7482465 7.7998922 11.0754088 8.4532867 11.2307023 8.4111953 NA 8.6349432 8.5768958 11.1361975 7.0212487 1.7482465 10.3715022 4.4851949 1.7482465 10.5437290 5.5895328 10.4544386 12.2983359 6.7482304 10.5922352 14.2252297 8.0940054 9.0851089 8.3824364 10.3066512 NA 6.8637081 10.1618583 0.1632411 9.9902613 7.2185506 10.9641678 8.9770492 9.9364071 13.0916012 10.8427481 4.6868310 10.1604474 8.8865535 5.0701574 9.3155529 NA 8.8809444 2.1632733 13.8180158 10.9576838 9.3629402 9.2185504 11.0984330 8.2925508 NA 11.0075814 10.1319348 8.2560251 9.5119961 2.1632733 5.9961582 4.7482304 3.4851949 5.7178573 1.7482465 10.5853327 1.7482465 8.4578885 5.2085368 NA NA 11.4941848 10.2035576 11.3394411 10.8766545 12.2474119 6.8356930 4.9706236 4.4604608 6.7178573 9.9181554 8.5512853 8.9380549 3.9706236 NA NA 10.5842808 10.2704850 7.1966906 3.9706236 8.1116349 10.9625495 10.3406874 8.1213563 9.7101624 3.6226961 1.1632411 2.4851949 NA 12.9156486 5.6868310 8.0999058 10.2414187 1.7482465 6.2507305 8.9114609 11.6710626 5.9961582 10.1290522 10.9503542 9.5252117 7.7705985 9.8480165 11.1884075 9.3530926 9.2454170 11.3072888 7.8567548 10.0274540 2.9706144 8.1057823 2.4851949 7.5031181 13.5850698 -0.0063668 0.0130740 0.0718220 0.0000000 1.6490000 0.0037465 -0.0158790 0.7833100 0.1093500 -0.0063668 -0.0063668 -0.0063668 0.0130740 0.0130740 0.0673750 0.0718220 0.0718220 0.0718220 0.0102850 0.0000000 0.0029133 -0.0060537 -0.0063668 -0.0063668 -0.0158790 -0.0129890 0.0051028 -0.0073339 0.7904500 -0.0630320 0.1093500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 9.3281749 6.6551214 7.0336322 8.1405476 1.1632411 9.2925510 10.4064419 6.5955589 9.5252117 11.6353139 11.1800762 2.4851949 5.2925499 10.8409875 NA 7.2076616 9.8515183 4.4851949 NA 8.1462616 5.2507305 NA 8.0150169 6.4670479 10.1203700 9.5641474 12.6541865 5.9181548 2.9706144 0.1632411 3.8637105 10.5020043 5.8356942 7.3727214 NA 6.9706225 8.9380549 9.9331058 10.3944891 9.3406875 8.0641348 10.2307022 9.2374093 NA 10.4986583 7.5978961 6.7178573 5.2076625 8.4300544 5.5895328 12.7300355 12.9708241 8.8602353 13.0091499 11.6216745 5.7482304 7.6226998 10.2090276 7.2717926 10.5811204 5.2507305 14.2688491 6.3130154 9.2899723 1.1632411 NA 9.5534369 7.2507305 12.4353144 8.5937205 13.9512725 6.0940059 7.1856357 14.1019286 7.6789677 1.1632411 13.7085944 9.6430482 11.3854591 11.7101624 9.2796120 2.1632733 9.6907450 9.6531159 9.5999794 5.5895328 7.7482304 10.6124165 11.9621447 6.4111957 10.2035576 5.1174623 7.4111957 8.3331929 11.1123651 11.1639722 7.8143197 NA 0.1632411 8.4761508 12.2158360 9.7312240 7.5119961 9.7742927 10.5768958 11.0813858 9.5641474 8.4347308 11.3836462 3.8637105 9.5448109 NA 10.0641347 4.6868310 7.0821309 5.2076625 8.4393925 11.5404784 9.0118909 10.4382284 8.8071240 3.1632733 15.6701953 5.4210314 6.0212487 7.2185506 11.2822090 6.1632673 3.8637105 1.7482465 9.2320462 8.9181554 12.7685159 2.4851949 9.6369737 6.9834474 3.8637105 10.4851961 11.0580857 9.9064194 1.1632411 10.5779531 7.5811207 3.6226961 9.2131164 4.6227020 5.7482304 6.9706225 8.4111953 9.9389440 1.1632411 8.9706228 0.1632411 10.1618583 9.6511080 8.3431768 13.8180158 10.9937831 10.5684093 9.5119961 10.7575925 8.5469724 9.2691765 9.4463563 9.4964232 2.4851949 1.7482465 NA 6.9446277 11.7143897 8.0212487 1.1632411 6.2507305 8.4016727 9.9013602 TCGA-2Z-A9JR 57 0 NA 161 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.54184333 11.78759975 7.58248525 13.42360118 10.11546404 11.64479467 13.86061283 10.87853477 10.85402909 8.20841971 6.67559437 6.75991081 11.07742240 5.49056371 2.62114930 4.26801512 9.95206385 10.77907681 10.25386261 4.41255799 1.24263299 8.25609780 9.63151358 10.41855903 7.85144486 5.27825987 11.02136958 9.67559473 10.34487354 7.09063223 11.43936040 9.15072772 10.70575091 9.83434463 7.70206669 8.76305763 3.24263299 10.22277486 10.17868427 10.33855979 7.48676102 NA 11.34285610 2.34964835 8.88204109 7.98410226 3.56456109 10.91222905 9.31731198 8.75201462 9.71963267 5.59313263 7.72806200 10.08937937 NA 11.57018796 10.66385862 8.07805418 5.39644038 9.64775971 12.66910977 10.10929604 8.77868826 8.75042998 15.57762085 9.40854735 8.38013894 10.53955152 5.13016073 9.43344774 8.08812516 12.18485657 4.27825987 13.16172210 5.07876352 9.33600527 9.17809513 6.14952562 8.89225076 2.24263299 9.60808291 9.49245990 11.56749093 7.15432700 15.19847137 4.20611180 9.28945387 7.96510144 10.84589074 NA 7.60018723 13.30704129 12.69178397 8.77557571 7.09563332 7.74088642 11.92387374 9.21187783 10.77868826 8.40452297 7.15911246 8.56816553 9.70042654 -1.07917317 9.74407446 8.13259535 10.02661570 9.95550621 9.03705133 8.75833516 11.39619749 9.32051920 14.01906836 -0.07932559 0.92067441 10.74725572 9.69232048 9.26611258 10.31677683 NA 3.31302812 2.38014760 13.12252485 10.26722092 10.72725688 12.49127452 8.13259535 9.92843532 10.48961338 3.82759549 8.74884359 3.72806200 10.52849992 11.23217176 11.18112405 10.06727596 9.33855968 8.94861311 10.45062577 5.79107170 -1.07917317 4.53541847 9.11792382 5.64862650 2.09061635 9.95275289 12.75685623 9.37603442 12.29030459 9.07299220 3.16864204 9.95550621 7.42453332 10.42674697 10.17809513 4.53541847 8.75675745 7.06536551 4.59313263 10.36623948 7.86028622 11.85402905 12.32930235 8.39644081 9.26055734 12.65848270 8.79722411 9.49624642 9.18983395 9.56456337 NA 7.49435480 10.20553132 -0.02973532 9.21581035 9.63237420 10.85439787 9.02661584 10.30441156 11.52433357 10.54001022 3.00816415 10.72160712 8.99206226 3.96510086 8.06281411 NA 7.70206669 5.89798821 12.39390561 10.92035494 9.13866500 10.14711943 10.70124702 9.10434269 2.38014760 10.97424285 9.19915676 8.04741188 10.57802570 4.00817312 5.52062025 3.38013374 4.44426950 7.13987567 3.87490514 10.34959075 -0.07932559 8.57891872 5.54378353 NA 3.44426950 11.69302180 10.71471689 11.49766391 10.61680538 12.10945061 8.89941765 8.80916135 6.76895444 7.95962643 10.09438441 9.64095147 11.00651165 5.53541847 NA NA 9.91222905 9.06281438 8.46373892 7.14470922 10.10991408 10.43196575 9.82006421 6.69404441 10.20263725 1.50568772 1.24263299 0.92067441 -0.07932559 14.26472567 6.45208800 9.12037968 10.48771264 0.50568772 8.62114711 8.85937544 11.76658928 7.77868826 10.70860982 10.25218406 9.71512306 9.15072772 9.03964838 11.22648402 10.26943541 10.12955118 11.08278381 7.61070523 9.78046726 3.16864204 9.23245547 5.18955180 8.07053048 11.51619785 0.0058309 0.1422100 0.0022193 0.4103100 1.3720000 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10.541843 11.226974 6.997523 1.728051 NA 1.242633 9.922819 8.026616 8.989486 NA 6.708609 9.297918 9.892969 9.638384 10.497664 8.650328 9.322653 10.594458 2.621149 10.360019 9.384232 7.455982 4.505669 8.951374 4.593133 13.216907 11.014785 9.341720 13.788999 12.341589 6.330098 7.830600 9.728062 9.576238 10.412560 4.206112 13.475656 4.206112 8.244888 -1.079173 -1.079173 10.346972 6.628066 12.964931 9.747256 14.019068 8.965101 8.578919 11.519458 10.122219 8.132595 14.064011 11.181124 11.953614 12.536567 10.572656 1.505688 11.221918 10.430977 11.247418 7.860286 7.900847 9.927033 12.300086 8.934728 10.998187 6.420553 6.784894 8.325849 11.391874 12.378216 8.945847 NA -1.079173 8.682258 12.384104 10.987768 7.196831 10.570861 11.5786955 11.9231707 10.5418433 10.1154640 10.8785348 6.3801389 10.1332036 4.3469711 9.2381198 4.9207078 9.3594990 7.0906322 8.3923823 11.9768318 9.8283490 10.9817409 9.7559681 1.9207125 14.7117938 7.2174401 6.4520880 8.0346059 10.5993074 7.4205531 5.1686340 8.7020670 9.5518843 9.2210484 11.3322182 7.4559822 10.5178287 7.3258487 1.5056877 10.9280850 10.9702155 10.2962898 NA 11.3364490 9.5931326 3.3130281 10.3140977 3.0081642 8.2913945 7.4045234 9.0729922 9.7888971 3.4442695 9.2471367 NA 10.2055313 10.8328481 9.9719161 12.3939056 10.5717589 10.9122290 10.5780257 10.4700106 7.4714541 8.7504300 10.0723580 9.9827533 0.5056877 1.4265868 NA 9.6115782 11.4498864 9.0729922 -1.0791732 8.6211471 8.9178867 11.0780542 TCGA-2Z-A9JS 74 1 492 NA kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8186942 11.6849339 7.3168852 11.5473877 10.3968969 11.6145162 13.4418347 10.7271403 11.2605222 7.8077587 6.4487688 6.8731611 11.5162179 6.0707929 4.5867587 3.1321984 10.6455558 10.6382257 10.2913175 3.9008668 1.1846612 8.4474271 9.2530556 8.7115796 8.8510119 5.2961710 8.9433602 10.1757781 10.4464203 6.7171568 8.8418521 4.6992351 10.4877895 10.6341046 8.0725346 8.5295910 1.1846612 9.4107293 9.8505046 10.3913267 7.9047833 3.3300994 11.3412336 3.4364950 8.9660209 8.6856452 3.9920161 10.8472024 9.5873687 9.4766541 9.9539323 5.0355183 5.0638049 10.2499811 7.0066627 11.8760308 10.5359159 10.4998107 9.2991471 10.4443910 12.1022463 10.1098976 8.8295474 9.1212991 15.6574970 9.3459729 8.8056665 10.5961721 4.5065892 9.6133204 8.2553572 10.8920203 2.6992407 14.0676862 4.9483766 8.6565800 9.1263377 5.4217013 8.7631685 0.9622899 9.4052121 9.7572260 12.3356777 7.6487696 15.2433019 4.7866957 9.2696821 9.3073042 10.7561430 NA 8.8223210 12.1333412 12.4064209 8.4792819 2.6252237 7.8449116 10.8408305 10.0435302 10.9424083 8.4501089 7.4134798 9.4359744 9.7904052 2.0777557 10.1814373 8.3050841 10.1672474 9.5484831 9.2507503 9.2445850 11.0636360 9.2871994 14.1723058 1.3772904 2.1846612 10.7866971 10.0235363 9.7566846 10.7101820 -1.6228207 1.8367321 3.1846612 13.0435302 10.9030717 10.8145381 9.3517209 8.9984423 9.6358723 10.3201872 5.1454900 8.8305770 4.7171555 11.3161507 11.7245123 11.6607636 10.4141666 9.3610123 7.0355172 11.0279092 4.8851009 2.8367321 4.9164671 8.4134798 9.0373020 0.6991962 9.1966870 12.2271022 10.4841962 12.2865430 9.4654319 3.8691607 9.8915272 7.1487958 10.5107952 7.5891942 6.0355183 9.6901892 3.7348613 4.8035732 9.9608592 8.2568894 12.4487686 11.8445296 8.4162254 9.1082772 12.3041581 9.0863900 9.8984159 8.6049223 8.7104617 NA 8.2368408 10.6947188 0.4022856 8.7804459 10.3466928 10.7715009 9.1684690 10.3351337 12.0017590 10.7326573 0.6991962 10.2637650 9.2127724 4.4858325 8.8067130 -1.6228207 8.7238200 6.4910482 12.3547650 10.7612805 9.5453514 10.3124713 10.8155782 9.2728814 -1.6228207 11.0058475 9.3249431 8.7792525 10.7362321 3.7696237 4.7348559 3.8691607 2.1846612 7.8771522 2.7696237 10.8969424 3.4216946 8.3139442 6.8237277 NA 0.3772904 11.9040500 10.7623597 10.9783806 10.8134972 11.5631108 7.3488494 9.3314589 6.9305126 8.9864849 10.4312321 9.7238200 11.8323765 9.0506154 2.1846612 NA 9.8438925 9.0093925 8.4541220 3.2352828 12.6572795 9.9975260 10.0850968 5.1494545 10.4196462 -1.6228207 -0.6225986 2.6992407 NA 14.6857519 7.7717687 8.8489815 11.6389604 -1.6228207 9.4460846 8.7172007 11.6461406 7.9299756 10.2286649 10.1998771 9.5059451 8.7014867 9.1725343 11.7700261 10.5782048 9.9533181 10.7312801 7.1910878 10.0139309 3.6252354 9.8671542 6.0037461 7.7915894 10.8865863 0.0000000 0.0286230 -0.0048757 -0.0025408 0.7752200 -0.0118870 -0.0272610 0.6498800 0.1004500 -0.0487480 0.0000000 0.0000000 0.0379240 -0.0116110 -0.0060904 -0.0060904 -0.0060904 -0.0060904 0.0277780 0.0080567 0.0054139 -0.0118870 -0.0154660 -0.0154660 -0.0184900 -0.0047079 0.0076392 -0.0286280 0.6730700 -0.0890370 0.0716780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 10.13052294 7.09498235 6.70822311 7.09676364 -0.03771011 9.14466309 10.67794475 6.94195139 10.38047275 11.23502293 10.78377699 1.96225287 6.15866623 9.54910849 4.75234719 6.51173210 11.33113892 3.73486133 0.69919625 7.69471865 4.21019402 -0.62259857 8.40106040 9.08552796 11.60524096 10.81869425 10.97012294 6.88510087 3.80356803 NA -0.62259857 9.63174438 8.46741848 9.20702897 -1.62282071 3.76962365 9.6747957 10.1974852 9.1553834 9.8129764 8.8285173 8.6856452 11.1678584 3.9920161 10.6502276 9.8145381 7.0175512 2.9008765 9.3373081 6.4052130 13.5118128 10.8608701 9.5904104 13.8825285 12.2557404 7.1614826 8.7126965 10.1846612 6.9280528 10.6115249 7.9028273 13.8337569 7.1355297 9.3766016 NA NA 9.3124712 7.9753585 12.7255502 9.9566221 14.1723058 9.0202605 9.1229807 11.5187748 9.2998905 8.9984423 12.2379082 11.6607636 12.3207368 12.1463175 10.6554653 1.5472524 10.7140917 10.7615503 10.4322497 8.2568894 8.0426421 9.9901747 12.8914655 7.6603946 11.3336788 6.1321943 7.1974851 8.5283228 11.5960208 12.3831939 9.0542681 0.6991962 NA 8.7115796 12.6745807 11.3253011 7.5270531 11.1564100 11.5216458 12.5617167 10.8186942 10.3968969 10.7271403 4.6810894 8.1137083 4.8530375 9.3989803 3.3773042 9.7020494 6.7171568 7.6534305 12.1895688 9.2070290 11.4591225 10.2149342 2.4647728 14.9227836 7.9068732 6.4541216 7.9295141 10.6913229 6.5621814 2.9008765 9.0872517 9.9433602 9.3925332 11.5349689 5.1187750 9.0863900 7.2781734 2.8367321 8.2916915 10.5569043 9.6346940 1.9622529 11.7972664 9.4278351 3.1321984 10.0034715 4.2352905 9.0673042 7.7930479 9.4654319 9.4203199 2.6252237 9.0629312 -1.6228207 10.6947188 10.7602004 10.5440970 12.3547650 10.4584568 11.0934826 10.7362321 10.6612627 7.4832144 9.5565932 9.9145246 10.2271022 -1.6228207 -1.6228207 -0.6225986 8.0408645 10.3632691 9.7009239 0.6991962 9.4460846 8.3857347 11.7825807 TCGA-2Z-A9JT 71 0 NA 684 kidney stage i t1a nx mx male 2012 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803367e-06 5.548821e-07 10.1449275362319 14.4927536231884 30.4347826086957 30.4347826086957 14.4927536231884 8.0578369 9.7619308 9.8697146 9.4080235 9.4689058 7.7299517 1.5500634 7.5019104 7.4569334 NA 3.1398133 4.3573972 7.4326855 5.8354441 5.9075949 9.1757514 11.8389086 4.3573972 12.6738406 8.2915096 11.1638320 14.9335956 11.1739240 10.0033131 8.6480746 3.8719718 5.8719718 10.3346773 4.8719718 3.5500387 3.7199719 9.0094743 10.3314022 9.7174607 5.1938979 NA 8.2982354 9.3412055 11.3272978 7.4326855 4.3573972 11.4342130 8.4689058 11.7533905 4.2504841 11.6585670 8.9929859 11.3248296 8.7149495 7.9678948 8.8121375 5.0736060 10.9207299 10.6844688 9.8469587 6.2224684 0.5500141 11.1201639 NA 9.5088563 7.5944366 3.1350094 10.6780369 7.6585671 9.0418957 9.3606143 0.5500141 9.1573727 10.3573974 1.5500634 9.9929860 10.9689493 NA 4.5500449 7.7299517 10.1848535 8.8719705 10.7619308 8.7979701 16.1338598 9.3444584 7.3702218 9.8144851 3.3573972 8.3509423 7.3829326 11.8954478 4.0094726 10.8377549 5.4040380 8.5489151 9.4142286 6.3049308 9.8854328 4.7979675 10.1573728 7.6161320 10.5187093 5.1938979 14.5948191 4.5500449 7.9122493 7.0418957 12.2487472 NA 5.9423597 15.6359713 13.0565980 8.0498883 8.7398670 7.8354447 10.1198981 8.4448604 9.6844688 6.1046323 6.9763075 8.0657425 8.5889616 2.5500387 9.2435294 8.4387856 10.2417861 10.4584351 8.8261668 8.2915096 11.6066328 9.3923928 12.6956563 0.5500141 3.8719718 11.0578372 8.8027080 10.1992987 9.5668507 NA 0.5500141 4.1350012 14.4283809 12.1821289 10.3781790 13.8630672 NA 12.8299432 11.9694761 4.0094726 7.2915096 5.5944381 9.6793256 11.4493994 9.3606143 9.1499554 8.4509094 9.5889616 11.3395762 3.3573972 1.5500634 NA 10.1293585 5.1938979 NA 7.9163650 10.9794493 9.1720944 10.3477041 8.1793991 NA 8.3638238 8.2365428 9.6916643 8.9207298 4.3573972 8.7692111 7.1046312 4.1350012 11.2001968 5.3573972 9.8943384 11.8948932 8.7546136 10.7944064 14.5547897 8.3765908 8.6637847 7.8898927 9.5273224 NA 6.1350053 9.8331309 NA 10.4018384 8.1573727 10.5903323 9.1046312 10.1757514 12.4951205 10.8086085 5.0736060 9.8719707 9.5918933 4.0094726 8.4569330 NA 8.6533302 2.5500387 13.6095560 11.8038900 8.8674551 9.2711418 10.9604939 7.9075943 1.5500634 11.7909948 10.2830578 7.7299517 9.0458975 3.5500387 6.2504822 5.2504803 3.3573972 5.5042390 1.5500634 10.2347911 1.5500634 8.9075946 5.7199665 NA 4.7199665 11.5820882 10.9950574 11.5563686 10.5201484 12.3493241 8.9721073 3.7199719 4.0508412 7.1938989 9.5100445 8.3049299 9.2915094 8.9075946 NA NA 9.7812636 10.0677118 6.6585671 5.3573972 7.1046312 10.5862161 9.7099139 7.9412431 9.9615534 0.5500141 0.5500141 2.8719619 0.5500141 12.4501546 4.4569310 7.6585671 9.4326855 4.1350012 6.8719705 9.0814241 10.8685853 4.4569310 10.1331253 11.6579134 9.6026105 8.7884472 9.5500426 11.1702623 9.4111294 9.4925570 11.0627830 7.8629256 9.0969370 4.0094726 7.6895941 1.5500634 6.9019529 13.2082540 -0.0075962 0.0102850 0.0119580 0.0012481 0.5755800 -0.0062286 -0.0198630 0.5124600 0.0767100 -0.0228810 -0.0228810 -0.0077482 0.0102850 -0.0032068 -0.0008316 -0.0008316 -0.0008316 -0.0008316 0.0070826 0.0012481 -0.0060168 -0.0062286 -0.0055375 -0.0107840 -0.0198630 -0.0186280 -0.0091286 -0.0206870 0.5343200 -0.0758970 0.0650970 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.547 0.547 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.547 0.547 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 9.6321915 7.4448600 7.8809591 7.9023070 1.5500634 10.1141920 9.9097922 8.1729730 9.7908339 12.0916087 11.0478943 4.8719718 4.4569310 11.4242554 NA 7.8261671 9.3638238 7.1046312 NA 7.0094737 4.7199665 0.5500141 7.8538235 6.6161312 10.5316098 9.1757514 12.8202853 6.3049308 NA NA 3.1350094 11.2539461 5.6793253 7.5724100 NA 8.1122852 8.4326855 9.3477040 11.2400405 9.0012536 7.0578369 10.4718835 8.6375052 NA 10.0398904 8.4387856 7.4448600 6.5500418 8.4080235 4.2504841 13.0570938 13.0087055 8.3248295 12.6308600 11.5223043 4.5500449 8.3115939 9.8238382 10.6493903 10.5668508 5.1938979 13.5554916 4.9423597 9.4142286 0.5500141 0.5500141 9.4866804 6.3314025 12.1564477 8.6533302 12.6956563 6.7594954 7.7979701 10.6520182 9.3379450 NA 13.1248725 9.3606143 10.9509220 12.3057647 8.8987707 2.1350094 11.2617095 8.8168291 9.8492506 5.3573972 6.6793253 10.3182269 12.0428971 7.9929859 10.3573974 4.2504841 7.5158268 7.8987707 11.4111294 10.8697147 7.8719705 1.5500634 0.5500141 7.6053247 12.3186404 9.1186447 6.5500418 9.5528575 11.6552963 10.6441202 9.1757514 8.2915096 11.1739240 5.7979701 9.8629254 0.5500141 9.7570568 5.2504803 7.2779634 4.2504841 7.2082539 11.1017508 9.4204072 10.5626671 8.5834657 2.5500387 15.1127023 8.4722404 5.5944381 6.6575214 11.5330361 8.0736044 2.1350094 4.2504841 8.9888343 9.3444584 12.3726134 6.8168288 11.2365430 7.5387275 2.1350094 10.9971258 12.4789310 10.4954863 2.5500387 9.5889616 6.8538235 1.5500634 9.0378827 3.1350094 5.4569343 6.3829318 8.1793991 9.7151505 4.1350012 9.2082541 2.5500387 9.8331309 9.6793256 9.0135669 13.6095560 11.5577706 10.7212194 9.0458975 11.1255818 8.1573727 8.2915096 10.1830377 9.6053249 NA 5.0094726 NA 7.3955324 12.7768852 7.0578369 NA 6.8719705 8.0892015 10.0378825 TCGA-3Z-A93Z 69 0 NA 385 kidney stage i t1a n0 m0 male 2013 NA no 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 1 6 3 3 2 3 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.2310944 10.1273036 9.4577833 7.7323540 10.1545554 6.7366035 3.0276495 7.6421810 9.0970506 NA 1.7112746 5.3044928 7.2520248 10.4160008 7.4769600 10.1449957 11.9067643 5.0551349 11.2523961 9.9638372 11.6477312 14.1887537 10.3777415 10.8160569 8.2189962 6.8663714 6.4564957 11.0661493 6.9710687 0.3272275 8.7302245 9.6836645 10.2755798 10.1409938 3.3272131 -0.6727725 8.2667917 9.4705958 9.9647431 9.7087556 5.7701551 10.1232522 9.2755798 10.6775993 6.7784241 10.4429066 4.9121756 10.5127076 10.8130419 7.6400952 8.2341032 2.3271987 10.6831143 10.5219695 10.5554301 7.5021380 -0.6727725 10.7383263 NA 8.2697270 8.3606355 -0.6727725 10.2167165 9.3770613 8.5195053 9.6450322 NA 7.5170371 9.0937416 3.0276495 10.9206037 10.5769187 9.1695630 6.0137124 12.2742504 13.2654138 10.3426276 9.5548286 10.2212724 16.1653948 9.5354471 8.4564957 10.1616837 4.6847626 9.1248743 7.2755798 10.6429282 7.2929970 11.4999526 3.0276495 8.2528858 8.9996379 11.7843370 9.2579500 5.5751399 10.0397397 7.7701564 11.4020231 7.0551327 15.8196351 8.8330242 10.3117379 7.4971373 11.6117476 NA 3.2341027 13.3520060 12.2014255 8.3523520 1.6491556 8.8875454 9.8080029 7.5219694 10.6235553 8.3906075 8.8585940 9.0754053 9.1019996 2.4971269 9.5058774 8.8721771 9.2067958 10.7275584 9.4252447 8.1409938 11.2976852 9.9719703 12.0442464 3.7195339 1.6491556 10.2908312 9.0905909 9.4186481 9.5668112 NA 4.5751429 1.9121900 13.9690950 8.2129088 10.6825637 13.8690352 7.1789616 9.8750711 9.9234024 3.0276495 6.4870843 10.0397397 9.9252651 9.9674576 11.5951141 10.1369807 8.2250580 6.7784241 11.4298445 6.9419221 3.4971397 3.4971397 8.4199699 -0.6727725 0.9121900 8.5342270 12.6251319 8.9943240 10.5281112 8.9602079 1.3451125 10.0388796 8.9800576 10.1070387 11.2106196 6.6759401 9.6045000 7.0276528 4.6847626 10.1672037 7.8932669 10.7993958 11.5751401 13.0649881 9.5678371 12.3386146 8.6603678 10.1921726 9.1616837 10.5775111 1.9121900 7.9271255 10.4858223 10.0317647 8.2942081 9.5620300 11.2994745 9.1167463 10.4040283 11.2908312 10.9419224 6.1601034 9.8409403 8.6888713 5.5366653 7.2814089 NA 8.9836375 5.9996370 13.1138906 9.9872086 8.8330242 10.5822412 11.0350031 9.3243921 8.0987022 10.9597671 9.6389609 8.2490537 9.8537119 2.3271987 4.6847626 7.1664162 3.1345660 6.8507744 5.8029454 10.4448558 6.5268857 9.2886624 6.8293676 NA NA 11.1337623 10.8507746 11.0071325 11.0027287 11.7968544 7.6626029 7.5417742 6.4109584 11.9100603 10.6626030 9.6978999 10.8678251 1.3272275 NA -0.6727725 9.9996380 9.4539171 8.3959908 5.9996370 13.0189561 14.3103844 11.2520251 8.0053904 9.6726179 1.9121900 0.9121900 0.3272275 NA 14.2005606 6.5939991 9.0448891 10.6417959 NA 8.0887639 8.7968952 10.5614313 6.0137124 10.5904818 9.2653220 9.2667919 8.9140523 9.5182719 11.0306837 10.7060493 9.5524201 11.2284566 7.8190659 9.7421620 7.7618411 9.7794539 4.2541632 7.9902367 10.9345430 -0.00172220 0.37502000 0.00666530 0.41647000 0.05281000 -0.00567570 -0.06142000 0.00180300 0.03242200 -0.00083160 -0.00083160 -0.00172220 0.37502000 0.36215000 -0.43246000 -0.43246000 -0.43246000 -0.43246000 0.00041593 0.41647000 -0.01257600 -0.00788630 -0.00761010 -0.00761010 -0.06236100 -0.01340700 -0.01245900 -0.43914000 0.00291330 0.01028500 0.03242200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.399 0.399 0.000 0.000 0.375 0.375 -0.432 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.399 0.399 0.000 0.000 0.375 0.375 -0.432 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9177996 7.3158977 10.2497971 7.6996863 2.4971269 9.4680424 7.7109166 10.1895633 8.6126149 11.5621049 10.1329564 1.9121900 6.3158977 10.1851936 1.3272275 8.7087556 10.0180836 7.0276528 NA 6.9782643 4.1345660 NA 8.9638374 7.5560316 10.6061731 10.1449957 11.2745829 7.1019998 0.3272275 NA 2.1345824 10.6775993 7.6446249 8.5846003 NA 6.6126149 9.5584337 10.1353724 8.8683093 10.0846026 8.3243921 5.9710699 9.8615155 3.9121708 9.6637191 9.2638506 6.4971381 9.4883445 9.5305606 6.6400960 12.6446252 10.9524648 9.6491406 13.6245588 12.7972359 6.0821001 8.6978999 9.5342270 6.1085725 9.4616389 7.4769600 13.3329249 9.5158015 9.2726564 6.0276517 -0.6727725 10.0871008 6.6847640 12.9107655 9.0397397 12.0442464 8.7238172 6.7280919 10.1167463 10.4193090 7.1789616 15.7388726 11.5951141 10.5342269 13.4913339 10.4331212 1.9121900 11.6637192 10.3342399 9.7302247 7.8932669 7.9960978 10.2549906 12.2998335 9.2325996 10.8190557 3.2341027 6.3495811 6.4769600 11.1445960 12.3110969 6.2697270 4.1851926 -0.6727725 10.5188888 12.5656174 10.8025965 7.7701564 10.3872330 11.3537361 11.9854241 10.1449957 9.9638372 10.3777415 5.7866434 10.3158973 4.7534762 9.2250580 7.1601024 9.5451703 6.7784241 7.2520248 12.7763561 9.1264941 11.2261918 9.2129090 2.9121708 14.5082095 5.7486035 5.3495811 9.4541234 9.9665533 10.0887639 2.7866382 9.0259172 9.6847646 7.6979003 11.5235074 4.8818016 10.6929883 11.0513001 3.2341027 11.9430721 11.3222731 10.5463811 0.3272275 10.7701561 9.5317838 1.9121900 9.7216753 7.6626029 7.6626029 7.2037297 8.9602079 9.5817335 5.3272131 8.9889908 6.4040277 10.4858223 10.5195054 10.4539171 13.1138906 10.5008898 10.6731722 9.8537119 11.3345903 8.2490537 6.1473922 10.3885838 9.9880998 1.6491556 4.6847626 NA 10.5040090 12.3624430 8.4996402 5.3272131 8.0887639 7.6715085 10.2014256 TCGA-4A-A93W 66 0 NA 4 kidney stage i t1a n0 m0 female 2013 NA no 100 kidney papillary renal cell carcinoma 12.5 1943 white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.3930558 11.3890147 10.0835124 11.8140116 13.4079820 10.8235508 11.1451267 10.1746899 6.2162880 6.6433771 11.2877443 7.0520170 6.5442984 4.7058397 9.5905554 10.8029810 10.3344570 4.6305511 1.8231787 8.5044369 9.7375837 9.8517953 8.7027818 6.1085997 7.5305577 9.6624022 10.5772509 6.4885343 8.6192380 5.6811794 10.1619349 9.8386135 8.1630483 9.4203201 1.4081684 9.6513350 10.1462532 10.4760435 7.7088949 -0.1767398 11.1885832 2.1821520 9.8651315 8.2826302 4.6305511 10.2718311 9.3190536 9.3039887 9.8304011 2.9931309 5.5511191 9.6168019 5.3309921 11.4571020 11.1004859 8.2283401 8.5697129 8.6919131 12.5696079 9.8744075 9.6409816 8.0923253 15.2392538 9.3555544 8.3968458 10.5344353 4.5780873 9.6966426 8.5425873 11.1059974 6.2826307 13.0061360 4.5330400 8.8407169 10.5305576 6.6686879 9.2989320 1.4081684 9.9073426 9.5000372 12.3392679 6.6045577 14.7077066 5.7300883 9.1154050 8.7875396 11.1363650 NA 7.5646655 12.2165890 12.5335745 9.2897849 2.1451231 7.9291069 10.2399961 9.3749069 11.4502764 8.4634434 7.0616034 9.4100383 9.7081322 4.7773934 9.3170539 8.8675926 9.7509766 10.1911593 9.7976131 9.6584595 11.3092114 9.6796240 13.8297438 -0.1767398 1.4081684 10.7968959 8.8865937 9.8393104 10.0277697 -1.1769029 4.2494605 2.7300965 13.6482567 12.1160953 11.0332610 9.3130465 6.9524815 10.4502764 11.3474954 3.6811794 8.4724549 4.8455653 10.8566215 10.9786493 11.2468397 10.2805794 8.9968757 6.6433771 11.0811756 4.6045577 3.4081548 6.2240789 9.2908040 7.2867232 NA 9.3230444 11.5720204 10.7777584 11.9197490 9.0627971 1.1451557 9.8476456 8.2155160 11.6815371 6.9780171 4.9106607 9.6176144 6.4305295 5.7644231 9.8593722 7.5579078 11.2415783 11.5695029 8.7671784 9.8679820 12.6377810 8.9408415 9.5638226 8.6592489 9.1451267 NA 8.9251743 10.3447990 2.0357647 7.9211251 9.9453795 10.6485549 9.0363028 10.4880902 11.8309266 10.8270678 4.8004806 10.1851423 9.1618013 4.5780873 9.5587546 NA 9.2795530 4.6560902 12.8934034 10.6686886 9.2744096 10.2562622 11.2195357 9.3170539 0.4081684 11.2551662 9.4956238 8.5747426 10.5667707 2.9931309 5.5511191 5.0711277 1.8231787 6.8784814 1.6305453 10.0514160 4.4081616 8.5730681 6.3271035 NA NA 11.8535208 11.1982380 11.7233106 10.9579457 12.4410103 6.6497477 8.4434185 6.8834082 8.8004784 10.6592489 9.8744075 11.9830699 3.4081548 -1.1769029 NA 10.0399444 9.3958987 8.8147202 -0.1767398 11.6323637 10.1423061 9.6881585 7.7076131 10.3295061 0.4081684 -0.1767398 0.8231787 1.1451557 15.0202808 6.0993226 8.9678568 11.0423670 0.4081684 8.5780862 8.5765656 11.4418135 8.2494634 9.9614704 10.4369880 9.3863947 9.5114489 9.6337701 11.4408956 9.8960011 9.6600380 10.6045582 7.8203781 9.8011939 2.6305453 9.6866105 4.7351322 7.1565776 11.6117130 -0.0141880 0.0089329 0.0064279 0.0000000 0.9100500 0.0010113 -0.0158390 0.8471700 0.0700090 -0.0141880 -0.0141880 -0.0141880 0.0089329 0.0089329 -0.0024308 0.0064279 0.0064279 0.0064279 0.0146500 -0.0172130 0.0131150 -0.0111280 -0.0128110 -0.0128110 -0.0158390 -0.0166640 -0.0090759 -0.0170450 -0.0379940 -0.0658100 0.0774720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 9.9943754 6.7889832 7.1039696 8.0224782 -0.1767398 10.4015713 10.7679106 8.3089674 9.4333006 11.5268945 9.9349863 6.8675926 6.3309939 10.4434184 2.7300965 6.9473202 10.8569656 6.4305295 -1.1769029 8.2557405 4.5780873 -1.1769029 8.6321628 9.0711261 11.5681144 10.3319837 11.4282173 6.9159558 1.4081684 NA 3.2826325 10.2106774 8.5814217 9.1349468 -1.1769029 5.4670544 9.0651816 10.0882275 9.7947421 9.9126490 9.1246947 9.0946615 10.4484508 3.5236372 10.0074540 9.1360814 7.7119415 4.8004806 9.1719266 6.5511191 12.8379165 11.2854452 9.4876459 13.7489384 12.7052684 6.4379085 7.9369406 9.6224802 6.2494624 10.7138428 4.2155155 13.9746908 6.9421391 10.0093127 5.0326519 2.7300965 9.8593722 6.6176144 12.4054582 9.9780167 13.8297438 8.8986776 8.0228710 12.9406793 7.0852929 6.9524815 12.1887008 11.2468397 12.0444836 12.5974708 10.0969942 0.8231787 10.5617131 9.5374440 9.9899893 7.5579078 8.0734968 9.9849603 12.4036927 7.9576250 11.4740259 6.5847491 7.1541153 8.8231984 10.8469529 12.2857008 9.5805885 4.1085997 -1.1769029 8.8825431 12.3313647 11.2191075 8.0302130 10.6659417 11.7092761 12.2952547 10.3319837 10.0835124 10.8235508 5.6686893 8.1086008 3.8231991 9.5105743 6.0228716 9.3080213 6.4885343 9.0699392 11.6281201 8.6353757 11.6139543 10.3638109 2.8231991 14.2074089 7.4452872 6.6045577 7.8164768 10.5612908 7.0423675 3.8231991 7.5979855 9.6529213 9.6361780 12.6062991 3.7300856 9.2588689 7.9080070 6.5913832 10.0417618 11.3198027 9.9843304 -1.1769029 11.4247372 8.9678568 3.9931218 10.1757938 1.4081684 7.2283396 6.8400074 9.0627971 9.3332902 3.1451231 9.1212610 0.4081684 10.3447990 10.6066061 9.9773837 12.8934034 10.4179896 10.8970054 10.5667707 10.8672511 7.6935629 7.7860945 10.3477403 10.5378734 1.1451557 1.4081684 NA 7.8427891 11.4259925 8.7583635 -0.1767398 8.5780862 8.4231113 10.5659290 TCGA-4A-A93X 58 0 NA 390 kidney stage iv t3a n1 mx male 2013 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5585060 4.0159970 1.8065303 9.0977143 9.7607399 8.8079518 5.5747282 6.1284708 2.1284584 9.6441716 11.5384990 5.7952293 7.6769084 1.3914928 10.8796810 7.1945609 9.0709863 8.0184317 2.2659769 9.4313390 9.4593886 10.3286347 6.9306652 NA 12.0335127 0.8065303 9.2515584 8.8037230 4.1988634 11.6582927 9.2598143 7.5911782 9.6646878 -1.1933047 4.3915065 10.8245317 4.0159970 11.5384990 9.6745945 1.1284914 1.6139088 8.5121759 8.2883429 10.9258090 10.0556570 6.2494871 16.1351397 11.0034530 7.3063898 10.5327618 3.3300994 9.7945182 7.7752106 11.2913665 -0.1934697 12.3233517 3.0105292 9.4120047 11.0260147 6.9864530 8.9988364 4.6645227 10.1413756 8.4665394 12.6317012 6.9864530 14.5380995 5.5069827 10.3562177 5.4503997 10.8275236 NA 3.6138970 14.2247257 11.8835262 7.5344640 1.1284914 7.8454625 10.5944462 8.7780873 10.5459024 7.9963684 7.6738221 10.2938813 8.9006214 2.1284584 8.8739780 7.5207892 9.7643712 12.3765179 6.9814691 8.0425579 12.1046664 9.9701933 13.1973172 0.3915478 NA 11.5169196 10.4046845 9.7358021 10.2052873 -1.1933047 3.7134319 -0.1934697 15.0216784 8.8780061 9.6907141 11.8871946 8.8247437 10.4531024 10.9559732 3.0544665 7.7194326 8.5395590 10.6949064 9.3043954 11.1316242 10.3325538 8.5276428 8.8205642 11.3706931 1.3914928 4.9150667 1.3914928 9.5854422 3.1988556 0.3915478 9.5555750 11.1338155 10.5513775 2.1284584 7.7431817 2.5069827 9.1913275 8.3971308 11.1507702 10.2556923 7.2453359 9.9600956 2.7134319 2.2659769 11.8915181 7.8316835 10.9742754 11.6666607 9.6025833 9.5139028 11.5218622 9.5429456 9.0686386 9.5605959 8.1284718 -1.1933047 7.5813309 10.3596929 0.3915478 8.7689624 9.8240480 10.4485953 9.5919961 10.5526380 11.1043197 10.5177804 1.9764736 10.3053928 8.2104931 4.8509394 7.0257121 NA 5.3457015 4.8726318 13.4335074 10.0383648 8.9839632 10.4683217 10.4059916 8.8993007 3.4504063 10.7204316 9.4258466 6.0159970 10.2695571 5.9864519 7.1329726 0.3915478 0.3915478 9.2933788 3.7134319 10.5734865 8.9215872 6.6707299 5.6267224 -0.1934697 NA 11.7552759 10.9907991 11.5837990 11.0049887 11.5759683 10.0263172 8.7194330 6.7950578 8.3915061 7.4249288 9.7909621 10.5705859 1.8065303 -1.1933047 NA 9.9758424 9.7636456 7.0919463 NA 9.6370588 8.7164367 9.3330428 6.2796811 11.3671153 -1.1933047 -1.1933047 2.9764736 0.3915478 13.4313962 6.1103236 8.2390853 10.0925237 NA 8.8739780 10.0051851 11.7895372 6.1374605 10.8037231 10.4531024 9.2710895 10.0311483 9.0803392 10.9448154 10.5538975 9.7759302 11.6811408 7.8372110 8.9739619 1.6139088 7.5547362 -0.1934697 6.8697234 11.8888590 -0.5116600 -0.5633600 0.0000000 0.5011600 0.5512400 0.1646000 0.0086135 0.0329860 -0.1555400 -0.5768400 -0.5116600 -0.5116600 -1.2187000 -0.5633600 0.0112610 0.0112610 0.0000000 0.0000000 -1.2929000 0.5011600 0.3749500 0.1646000 -0.5887200 -0.5782200 0.0189430 -0.5957500 0.5507100 -0.0258930 0.1207900 0.0176840 -0.1555400 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.156 -0.156 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.156 -0.156 10.0299420 7.9306652 6.1011647 6.9437913 0.8065303 10.1745043 7.3990010 5.3756407 10.6937642 11.1973494 10.3548840 1.8065303 6.3763998 10.4754286 3.7134319 2.8940028 10.3098725 2.7134319 NA 7.2201713 4.2659769 -1.1933047 8.7254068 8.0037602 10.2782086 10.2004703 11.9238604 6.7372811 4.4212502 NA NA 10.1137444 7.4825006 8.7194330 -1.1933047 4.9358274 8.5993338 9.4045962 10.1034599 9.5919961 9.1340962 9.8219587 9.9951324 3.5614361 9.9124521 8.6815248 7.8913517 3.8509394 9.5069833 4.8726318 13.4817840 11.9504051 8.8563922 13.0537294 14.0453215 5.5879020 9.5242200 9.1307242 7.1552716 9.7694397 1.3914928 13.3175550 5.7607399 9.1171563 -0.1934697 NA 10.5730726 6.8672392 11.2254503 8.5580877 13.1973172 9.5061161 7.8966563 3.8940028 11.3931489 8.8247437 14.2799006 11.1316242 9.5952620 15.2301684 10.0520963 NA 11.2662314 8.2883429 9.1794088 7.8316835 7.1902484 9.6283176 12.4088946 7.3143385 11.7053302 6.9963684 6.6952868 5.9664143 11.8697702 12.0962744 6.9864530 -0.1934697 -0.1934697 9.3495754 12.0120315 11.1788537 7.7490582 10.6910957 10.8044287 12.0876043 10.2004703 9.7802410 11.4562489 4.0159970 8.1530575 5.2822767 8.5344640 2.6139088 8.5276428 5.7952293 4.7372811 12.4594972 9.8379002 11.2280825 9.5597604 3.6138970 14.3100278 6.7252872 7.9358269 8.9407517 10.5061161 6.1463945 -1.1933047 8.1396992 10.3697399 10.4273545 11.1298799 3.5614361 8.5928132 5.8618264 4.6645227 11.4676536 12.0124896 10.3379251 NA 11.0431558 10.1940225 2.1284584 10.0832497 4.3915065 8.1352188 8.2286085 7.7431817 8.7324096 1.1284914 9.0208627 1.1284914 10.3596929 11.0677571 10.3291252 13.4335074 11.4778635 11.4789690 10.2695571 10.5829767 8.1640959 7.9202856 10.1977873 9.6425940 -1.1933047 -0.1934697 0.3915478 8.6676307 11.3294047 9.1408170 0.8065303 8.8739780 9.4368108 10.9537485 TCGA-4A-A93Y 63 0 NA 352 kidney stage ii t2b n0 m0 female 2013 NA no 100 kidney papillary renal cell carcinoma 22.5 1987 black or african american not hispanic or latino NA NA 2 2 3 2 2 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8401371 8.2232700 7.2300060 6.4613321 12.8313967 11.8779788 10.0373614 7.4498362 -1.1009791 10.9061414 NA 9.5067529 8.7508386 0.4840866 10.4108422 10.2681416 8.8605392 10.0262263 1.4840350 9.6531419 10.7040273 3.4840479 11.7398675 8.6133349 7.9543720 6.2999699 8.7256382 14.4639238 10.5895242 9.2599367 9.6236035 14.6996862 9.9759053 7.6967513 7.6337995 4.8532871 9.4498364 6.9865520 11.7294067 8.6869921 11.7377026 2.3023483 8.3749851 7.2566418 9.3626139 8.9256132 6.0488378 10.0545403 8.7663682 11.6546031 6.7508383 15.5214252 7.7160731 9.8691739 9.6439235 12.3919442 0.4840866 7.6539772 12.1934232 11.0817943 8.5393345 9.6167661 7.8357277 8.3127174 8.3148315 11.2860299 8.9297567 8.4708423 9.0639966 8.9004979 5.0690147 9.3106005 9.5465480 9.8371990 9.9892020 9.5537257 7.2784680 12.2587362 9.5715149 11.1076288 6.6672734 3.2914120 10.1128014 8.4821723 9.5873399 10.0501062 NA 3.8990886 2.9865566 13.7641462 7.3295425 10.0443850 10.8371989 8.3748230 9.6012623 10.4632391 4.7817321 6.6472828 7.2697766 10.4948133 10.1798603 11.3675176 9.6714041 8.6201887 10.8745794 10.7020098 7.2344802 3.5995320 3.4840479 8.4536785 1.7064642 -0.1009791 9.3503008 11.3469477 8.7064446 8.0180304 9.6796295 NA 9.5670881 8.1255018 9.7995790 5.5995291 6.4689449 8.6270100 8.4746287 6.6738772 10.2316857 8.2142390 10.4004293 11.3834090 10.9190278 9.2255191 12.3738095 9.3738096 7.4575106 9.4546374 9.2784680 1.4840350 8.1398808 10.6124762 6.8210494 7.3930249 9.9931673 10.7863102 7.6270100 10.4216711 11.2042964 10.9671961 5.6133342 10.3651661 9.0556279 6.3420338 7.1752142 NA 8.7586243 6.8820830 12.4964439 11.1252007 9.0076140 10.9567429 9.3021017 9.1891085 3.5429514 11.2535732 9.5776898 8.2719546 10.1746321 3.9865566 5.5138002 6.2300070 5.0889133 6.9047141 2.4840608 10.1728852 5.6672734 10.9901944 6.8763696 -0.1009791 3.3585229 11.4819372 10.5532781 11.0621102 10.6257335 11.4931809 8.8474567 8.3564705 5.6629005 9.3818976 10.3137748 9.2378261 11.2105542 3.5995320 NA -1.1009791 10.3626140 9.2478179 8.1821778 0.4840866 13.7201161 13.4869257 10.0551727 7.8929902 10.3738096 NA 4.7817321 NA -1.1009791 13.7252408 7.1279087 9.1374943 11.9209371 NA 9.0789988 9.3461006 10.0431104 4.7817321 11.1550034 10.5279908 9.2555416 9.2500288 9.0852039 11.3222055 9.6464435 10.7453635 10.8007107 8.9311352 8.9407488 7.5537253 10.1717194 3.7435796 7.3613876 10.3626140 0.00666530 0.00000000 -0.03857800 0.00041593 0.00138680 -0.00598770 0.00332990 0.02918400 -0.00590710 -0.08757900 -0.08757900 0.00666530 0.00000000 0.00000000 -0.03857800 -0.03857800 -0.03857800 -0.03857800 -0.00636680 0.00041593 0.00083195 -0.00166290 -0.00304750 -0.00304750 0.00332990 -0.00069303 -0.01009400 0.00124810 -0.00290910 -0.00221680 -0.00373950 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.7327703 7.1611843 9.8149690 7.0482776 2.5995320 9.0551726 9.3979388 10.4973097 11.1267056 11.2410393 10.1856474 1.4840350 5.9543731 9.9918468 3.2210109 8.5320847 10.2887210 8.4746287 NA 6.3084810 5.4226501 -1.1009791 8.8283479 6.0589615 10.6894381 10.7371117 11.1435575 7.8029712 NA -0.1009791 -0.1009791 9.7216604 6.9865520 9.1798603 1.4840350 8.4324195 9.7655959 10.4665704 9.7961787 9.9858893 8.8044766 9.3758357 9.9832336 3.3585229 10.4063887 9.0765091 7.0488367 8.9678678 9.2577409 7.7319795 13.4157130 11.1360007 9.3656759 13.3687950 12.8655049 6.1658758 10.0206232 10.2806325 11.6199751 10.3358011 6.8179532 13.3738096 6.6804495 8.2232700 5.9434830 -1.1009791 11.2986346 7.5284463 13.1839137 8.8224172 11.1076288 9.0614808 7.9131102 8.3021015 10.9410909 8.3748230 12.9191146 11.3675176 12.0811735 12.6601213 10.5688605 1.2210109 11.2634979 9.4294959 11.5737233 8.2142390 7.1517553 10.2045814 12.4076272 11.3587774 11.2136729 4.4226501 6.4990023 6.0283724 11.2983675 11.9131101 7.9597858 2.9865566 0.4840866 8.6606409 12.9205034 10.3793699 6.5925766 10.6481210 12.1241464 11.6310450 10.7371117 10.0030331 10.8835081 7.8029712 8.9047141 4.5995320 8.5027161 7.7192683 10.0147836 7.5211411 6.5995291 12.2720839 8.5266236 11.4192172 10.0796204 1.4840350 12.6709917 6.4542154 6.6672734 7.3320070 10.6248819 10.0956917 5.5138002 9.1134088 9.6064487 9.8459958 11.3376216 10.3580088 13.2069308 11.0196515 0.4840866 11.8313044 11.5384303 10.7535684 1.4840350 10.1170473 9.2017284 2.5995320 10.7663683 6.6064482 8.5229710 6.5211418 9.6796295 9.7642506 10.7644362 9.8186978 5.6935065 10.6124762 10.8525586 10.1152291 12.4964439 10.5903969 11.2283253 10.1746321 10.9193751 7.9971219 8.2142390 10.5825229 10.4250997 6.5429452 3.5084920 NA 10.3672045 11.3419450 7.9325124 4.3253576 9.0789988 8.1844921 10.0733911 TCGA-5P-A9JU 81 0 NA 373 kidney stage iii t3a n0 m0 male 2012 NA no 10 kidney papillary renal cell carcinoma 6 NA white not hispanic or latino NA NA 1 4 4 1 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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23.0769230769231 18.4615384615385 16.9230769230769 24.6153846153846 16.9230769230769 9.9797460 9.4812925 10.8618787 10.1617138 9.0964695 5.8963300 -0.3032939 8.2281169 8.1208237 -1.3032939 4.4926351 6.0542103 9.5777715 5.3831582 8.1925128 10.9308763 11.7516010 7.5914752 11.2056903 10.5279649 12.2608071 14.6365366 11.2981963 10.5739418 8.2703047 5.5040133 7.6244358 9.2290134 6.2665130 0.2816686 3.6212314 10.3104470 10.3454646 10.6058006 3.3970910 0.2816686 8.3566536 9.4322137 9.2965705 6.3831582 7.4648422 5.0889769 9.0771188 11.1792135 8.8628208 7.6362367 6.3332824 9.3787743 8.2853722 8.6782248 7.9350625 2.3970910 10.4267032 10.0662550 10.1359691 7.1145097 NA 11.6198346 1.0185630 10.2850630 7.9206595 2.1561053 11.1555768 9.9188488 8.4091847 9.8151770 1.6966616 6.1560891 10.3002839 3.7841166 10.3058364 10.6892419 7.2241348 3.6035492 9.9350445 11.1033941 10.9439918 9.0564071 7.1478684 16.4248837 9.7169431 8.2797406 11.5182323 3.9061113 8.4780172 8.0072706 11.9304271 0.6966171 12.6947191 4.0913783 9.0709799 9.2143269 5.8362095 8.9012286 6.1804741 10.0055655 9.6853422 13.5237025 7.0185852 14.5473824 4.6966560 10.1545155 7.2778583 12.7986333 NA 3.6035492 14.1376565 12.6100145 8.7880928 1.0185630 8.3761375 9.4022901 7.7410516 10.8581044 8.5088351 5.6391714 8.7022821 9.3039880 NA 8.8827717 7.3296528 10.7407101 10.3067596 7.4780172 7.4074641 11.0435951 9.4747347 13.5569202 -1.3032939 -1.3032939 10.4776074 10.3441655 8.3637690 10.3090654 0.2816686 5.4648414 1.8665915 13.6092195 11.0921917 10.8511593 12.2106319 8.6566594 11.0484250 11.5413634 3.7410570 7.5452804 4.0889726 10.2740864 10.2522054 12.2153538 10.0689785 9.0038586 7.3726144 10.3966638 0.6966171 2.0185986 4.0889726 9.8310839 4.3405124 NA 10.6504903 11.0168941 10.6714307 10.0230870 7.7627468 3.9445867 9.7593784 8.3296528 11.2075577 12.9169603 8.6406376 9.0900481 5.7190246 3.9850176 9.7169431 7.9889794 12.2776227 12.9381195 8.6739376 8.9374489 13.1537819 8.3918858 9.9024508 8.9374489 6.0803613 2.9445774 6.9206589 9.6931311 -1.3032939 10.4392281 9.6617204 11.0809017 6.2740864 10.1213488 11.5120409 10.8530568 1.8665915 10.5666369 8.6142685 3.7841166 8.2044523 NA 7.7465063 6.1060488 12.6102950 11.2589001 10.2343613 9.2891147 11.4044481 8.9254764 2.3970910 11.1178151 9.0564071 8.4040167 9.8381261 3.6035492 6.5104382 4.0889726 1.8292407 7.7999453 4.6035492 10.6229536 0.2816686 7.3150427 5.9989762 NA -1.3032939 11.4584166 9.8413159 11.7122469 10.9263777 11.6685603 10.3187094 9.1427070 6.2646903 7.6910113 10.9608069 9.8975563 10.3668712 2.1561053 -1.3032939 -1.3032939 10.1145102 9.4220240 8.6895958 9.0782005 10.0281344 9.8987814 10.5220140 8.1051574 10.1844976 NA NA 2.6966616 NA 12.4845602 6.7788065 8.9374489 9.5854009 0.2816686 9.3012108 9.2440053 12.0576418 7.1060488 10.0862890 10.6155209 9.6435638 10.2769162 9.2290134 11.1364885 11.5602631 9.8259406 10.7207584 6.7465063 8.8103997 2.9445774 8.9727820 3.6415113 7.6911244 11.8275499 0.00583090 -0.00512270 -0.00857660 -0.00138580 0.73454000 0.73929000 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2.3970910 9.0331642 8.4910734 10.7929281 10.9308763 11.0788277 5.8464056 3.0185808 -0.3032939 1.5040101 10.5766237 7.7050863 9.0453856 -1.3032939 5.8565301 9.2064327 9.8038747 9.4245780 9.9091540 9.1885107 10.4902609 10.2769162 5.8864819 9.5922330 10.4048793 7.4648422 3.2816241 9.4169018 5.5421466 13.4742212 12.2612835 9.0129390 12.6220266 12.6397218 5.8051815 8.7667787 9.3350935 7.3548691 9.6125370 1.0185630 12.8761002 4.2512495 9.2319330 NA 0.2816686 10.9073290 7.6095467 12.0769834 9.6667635 13.5569202 8.3566536 8.3332824 6.9587522 11.1601820 8.6566594 16.1303408 12.2153538 10.5620042 13.1390828 10.1499282 -0.3032939 12.5979016 6.4910738 10.8162472 7.9889794 7.7383166 10.0129392 12.2686472 7.6767970 11.4675279 6.1560891 8.8207789 8.7907352 11.3743772 12.3729453 6.7999460 -1.3032939 -1.3032939 9.4423319 12.3854543 11.2318941 6.8815325 9.4861912 11.3884011 12.4223434 10.9308763 10.5279649 11.2981963 5.4381232 9.8926450 6.1229232 9.6005394 3.8665816 8.9085460 8.8628208 6.8514755 12.1698357 10.2182581 11.0309309 9.8342892 1.5040101 13.3207105 6.9307090 7.5762409 7.5621127 11.2891146 6.8207789 0.2816686 8.2909823 9.8227168 9.8406593 11.4569617 3.0185808 8.7314565 7.7022821 -1.3032939 11.3019056 11.0741393 10.1055181 -1.3032939 10.5338913 9.3095261 0.6966171 10.1713776 7.4040167 8.4747345 5.7841192 7.7627468 9.1941903 -0.3032939 8.4796558 1.0185630 9.6931311 11.0467680 10.0884382 12.6102950 11.3409645 12.0913882 9.8381261 11.5238018 7.7162481 7.0004384 9.8432262 9.8246519 NA NA -0.3032939 8.4664954 11.3087636 8.6609985 3.0889726 9.3012108 8.1540383 11.0596972 TCGA-5P-A9JV 49 0 NA 2043 kidney NA t1a nx NA male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 3 NA NA 3 8 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1069377 9.3703411 9.5842750 7.6327604 5.5922059 8.0055819 9.3480310 -1.2405885 1.1378314 5.0630973 5.8678396 10.1424806 6.8988674 10.4188663 11.9905375 7.2591623 11.2586639 10.2048485 11.6635746 14.3891476 10.8772840 10.9292412 8.5890391 7.2906981 5.9687705 12.6013719 6.0991668 -1.2405885 9.0596230 9.8911732 10.2551713 10.3196491 3.9687728 1.3442604 8.0143447 9.4264279 10.0066505 8.8691469 5.6419592 9.3301207 9.4022705 10.6673335 5.8678396 10.1798029 6.5666706 10.6826438 10.2279403 8.2350497 8.4031723 3.6662112 10.4549796 10.2304834 10.2471562 8.2001855 0.3442604 10.6815922 0.9796596 9.3646477 8.1212600 NA 10.2779694 9.6526177 8.8481046 9.3815786 3.0072493 6.5075092 9.8043934 4.1516316 11.6265950 11.2984751 9.3376890 5.1343565 10.1355773 13.0625262 10.2340362 8.5810902 10.0863074 15.8897159 9.4130571 8.6737013 10.8740347 4.4031723 9.8847298 7.2146436 11.7783857 7.2789521 12.7788201 2.2200513 8.1460192 11.2663675 10.7476459 9.2789526 3.0812374 9.7301411 8.5890391 11.7165997 7.3329639 14.7759359 8.1146674 10.1182806 7.6480598 12.1374756 NA 7.7982352 12.9246944 12.5916129 8.7106009 2.9292418 8.2269217 10.6285246 8.0721991 10.7032962 8.4580210 8.7451583 8.7719407 9.2994443 -1.2405885 9.4804154 8.8873105 10.1671151 9.9893367 9.4352733 8.8037104 11.6239416 9.5208675 11.9556110 1.0812714 0.3442604 9.8206875 8.8132422 9.5521065 9.9675506 -1.2405885 5.8145991 2.7593263 13.5790463 10.8006332 11.0724827 13.5806917 7.6870943 9.5937874 10.3740261 3.4031723 7.0585243 9.8037104 10.4299725 10.6981607 11.1693860 10.4210944 8.7222122 8.4545444 10.6176858 6.5275005 2.2187502 3.2187502 8.4838303 2.2187502 -0.2407589 9.3358005 13.0446462 9.3629426 11.6300663 9.7761246 3.5141980 10.2828782 7.6781797 9.6487442 11.4385764 7.0676548 9.0400869 6.6296816 6.0641003 9.9001460 8.3517732 11.0963806 11.1384238 12.9825638 9.0767288 12.2606559 9.1300037 10.1102554 9.2431321 10.7355223 -0.2407589 8.6722057 10.7579067 4.4289129 8.9384043 9.8043934 11.1384238 9.1494852 10.1537790 11.5478307 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0.02721600 0.02721600 0.00346870 0.00346870 0.00346870 0.00291330 0.00083195 0.00847430 0.00069327 -0.47025000 -0.00387790 -0.00387790 -0.00211200 0.00158530 0.00763920 -0.00318590 -0.00152430 -0.01739100 -0.01865400 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 10.5221135 6.7649406 9.6601831 7.5220966 0.3442604 9.4112648 8.9748493 10.4484320 9.6571618 11.4128152 9.6885747 NA 5.9589888 9.7344476 3.6662112 7.2828781 10.3763245 6.6296816 0.7593263 6.9736354 4.9687682 NA 8.5602163 8.5937874 11.1175169 10.4188663 10.6615670 7.1430209 1.0812714 NA 3.4031723 9.7430224 8.3177368 8.8254053 -0.2407589 6.0447176 9.8963074 10.1918582 8.6219537 9.8769594 8.4510598 8.2571681 10.4427496 4.7365941 9.9917372 9.3721847 7.1386947 6.6296816 9.2411156 7.2789521 12.8461160 9.9699877 9.6781795 13.2442021 12.5715939 6.2984750 8.8037104 9.5158727 7.2471566 9.5083476 4.6900539 13.3068736 8.4632199 10.0007036 5.8467791 0.7593263 10.2606559 7.6172970 12.7305904 9.9669407 11.9556110 9.2481605 7.4735621 11.2836131 10.1740015 7.6870943 15.1177443 11.1693860 11.2710689 12.9525336 10.6269811 -1.2405885 10.3234658 10.6811572 11.0947066 8.3517732 8.0879910 10.0290274 12.2746465 8.6616915 10.4765600 4.9687682 6.0991668 8.0307791 10.8691469 12.5037297 8.4458169 -0.2407589 -1.2405885 10.2304834 12.5140994 11.2312429 7.2022600 10.9264208 12.0703550 12.4440649 10.4188663 10.2048485 10.8772840 5.6296801 9.1234510 5.4872355 9.0504870 6.3291720 9.6063736 5.8678396 7.8573484 13.0198441 8.9001462 11.5488499 10.1074911 2.6662112 13.7216249 6.9379811 6.8467791 9.6069217 10.6024521 9.4709832 2.7593263 9.4606228 10.4791328 8.6587788 11.1085975 5.7018318 10.2601581 10.7621313 -1.2405885 11.4363752 10.8444567 10.4237636 -0.2407589 11.3229892 9.4166348 1.3442604 10.2269219 4.4317433 8.5241879 9.8441246 9.7761246 9.5629146 2.9292418 9.0048690 5.5275020 10.7579067 10.9989148 10.3291718 12.8847297 10.8206875 10.9760621 10.5598117 10.7844558 7.6172970 6.6841286 10.2661197 9.8704520 NA 3.4031723 NA 9.2380858 11.4573719 9.2511695 0.3442604 9.3841118 8.0001076 11.6073523 TCGA-5P-A9JW 64 0 NA 3241 kidney NA t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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14.1262694 10.9618535 10.5782366 8.9510405 5.6224179 6.9443454 13.7604216 5.9103993 2.1961664 3.5459437 9.8991913 10.2776365 10.3717026 3.5884688 2.1961664 8.4177403 9.3357043 10.2129613 7.3098956 5.5537045 6.4440806 8.6799688 11.2240590 4.2405509 11.1276293 6.3560241 11.3004242 7.9775129 7.8108627 8.6286949 2.3660844 10.5281896 10.3318623 10.6066043 7.7735817 0.7811499 11.3731209 0.7811499 8.6959990 7.9103987 3.4440839 11.1052961 8.9359335 8.2889104 10.0346715 2.0034943 7.7886100 10.7699658 3.5180819 11.2171330 10.9129725 0.1961034 4.9240714 8.1876747 9.0541341 10.4855956 9.7564859 7.4629398 16.1565510 10.3610599 8.4953610 10.5570001 4.6555865 9.1342623 7.3357048 11.4844424 1.5180819 12.0998466 2.7605403 8.9970366 8.6657949 6.1030444 9.4976493 1.1961664 9.7226523 8.5624752 12.9327664 6.3660774 15.1488347 4.6224150 9.1272894 8.3933699 11.7928087 -0.8038966 7.5970328 15.2809199 11.1805715 8.6390965 6.4249725 7.5360032 9.3369827 9.8826536 10.5841703 7.4535406 7.4297724 7.6055440 8.7904775 4.4056044 9.1705676 9.0955099 10.1194806 10.8186625 9.0894545 8.6880062 11.3768019 9.6108383 12.4263236 3.0035123 3.4440839 10.4617681 9.5348894 9.7574410 10.0970199 NA 3.0035123 3.1961506 14.2915500 11.2652671 10.3970516 13.9011914 5.7039479 11.2682856 11.4520668 3.6555808 8.2157436 5.8826528 10.0939985 11.8976761 11.1187374 9.6483943 8.4007241 11.0219068 10.9589503 2.5180819 0.1961034 3.5180819 9.6514803 4.1503485 0.1961034 8.8965928 12.4306711 9.1357324 11.1309496 8.8127020 -0.8038966 9.8354937 8.2968153 10.4910896 7.3810281 6.1734333 9.4942156 3.3660844 4.7507405 10.9134010 7.4953610 11.4363481 11.0075277 8.6617193 10.0672882 13.7427461 9.2045817 9.5526049 8.7449751 8.8965928 NA 6.1848377 10.5163895 -0.8038966 8.6245550 9.4116860 10.9134010 9.6213689 9.9734084 11.7319144 10.7820545 3.1961506 10.5270699 9.0641111 4.2405509 8.1415968 NA 7.1905062 4.4056044 13.2227629 11.3404926 11.3896784 10.8081000 10.4393270 9.0970197 0.1961034 11.4196268 9.5841703 8.3228574 9.8983257 4.5884688 6.0909698 5.0290420 0.7811499 7.1209657 2.0034943 10.3446296 1.1961664 7.4722774 5.9905692 NA 2.6555808 11.4855956 10.8987586 11.0711344 10.4600091 11.9558332 9.7612552 7.2836162 6.5107594 6.2622415 9.8062551 9.7811156 10.4740215 7.0665176 NA NA 9.8062551 9.8809016 8.3433581 6.4722782 10.4511816 11.4183442 9.3408113 7.9630463 10.1640998 -0.8038966 0.1961034 NA 0.1961034 13.6204506 5.7353110 9.6203194 10.4878993 0.1961034 8.1791467 8.7798753 10.4267740 7.2568493 9.7401514 11.1353649 8.1474380 9.2702944 9.6380597 11.2662740 10.6218934 9.9930039 11.2192143 7.8363982 9.1459798 1.7811079 8.7979238 4.8965916 8.0423954 11.3601171 -0.00277070 -0.00110570 0.00610900 0.00555290 -0.00360110 0.00055459 -0.00415460 -0.01298900 -0.00277070 -0.00277070 -0.00277070 -0.00277070 0.00360760 -0.00470790 0.00610900 0.00610900 0.00610900 0.00610900 0.00513590 -0.03728700 -0.00487210 0.00055459 0.00138680 0.00138680 -0.00415460 0.00000000 0.00527490 -0.00241790 0.56619000 -0.02438800 -0.00277070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8363979 7.6055440 7.5090363 7.9047544 1.5180819 9.8870241 8.1209657 8.1885814 10.6974926 11.6151704 10.7387013 3.8965916 6.1848377 10.3909099 -0.8038966 6.8255096 10.4850191 3.3660844 -0.8038966 7.7997796 5.4249725 2.3660844 8.9593653 8.3459002 11.3044357 9.2295761 11.8887315 7.4297724 -0.8038966 NA 2.1961664 10.5056294 7.7468999 8.9493698 NA 6.5180819 8.9308627 9.7324003 9.8489980 9.0556878 8.1676966 9.5135656 9.2212925 2.5180819 9.3698303 9.6097810 7.2568493 4.5180819 9.0541341 3.9510375 13.0108356 11.9873159 8.6839929 13.0391908 13.2573554 5.5884718 8.5470923 10.0274603 8.3735725 9.9659909 4.5180819 12.6737848 2.8966012 8.7545739 0.7811499 NA 10.4381362 6.9905692 11.7806458 9.4780830 12.4263236 8.9121151 7.3202744 10.3478038 10.5253888 5.7039479 14.0300808 11.1187374 10.9618535 13.0042122 9.9043748 0.1961034 11.3893704 9.2756378 11.2974722 7.4953610 8.1209657 9.8373017 11.6336450 8.5225827 10.6764384 5.8255109 7.0541343 7.0909709 11.2432769 12.3850509 6.2941851 NA -0.8038966 8.9017856 12.5401715 10.5900421 6.7275339 10.3729495 11.524828 11.420758 9.229576 9.712838 10.961854 5.218522 9.184838 2.896601 9.701965 5.003508 8.522583 4.240551 7.060339 11.284935 9.160494 11.170568 9.515825 2.003494 13.782641 8.431737 6.688005 8.614343 11.079560 7.212961 4.405604 7.288910 10.045558 9.465747 11.735312 5.896592 9.962682 8.872110 4.283618 12.653919 11.547920 11.098905 NA 10.780646 8.721674 1.518082 9.793274 4.196151 7.066518 7.634945 8.812702 10.000034 2.003494 9.246002 1.518082 10.516389 10.621369 10.061886 13.222763 10.887897 11.383505 9.898326 10.821862 8.084896 7.553705 10.063432 9.534889 NA 1.781108 NA 8.424972 12.216680 8.588470 NA 8.179147 9.343358 10.123931 TCGA-5P-A9JY 79 1 1508 NA kidney NA t2 nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3524275 10.7101039 7.9322833 10.8722166 6.0279480 11.2992047 9.1191614 8.2952322 9.0626377 1.2077679 9.2329089 9.8890077 9.8389464 7.6465609 1.7685019 11.1656731 0.7927721 8.2684653 8.5296976 1.7927304 10.8977673 8.9891291 7.2245777 9.3972603 4.3370545 6.6507129 10.3357636 0.7927721 11.0715684 11.2664376 6.3267099 4.9626554 8.2710026 7.7585164 9.9467060 9.3537015 5.6340327 15.5114074 9.2644069 8.5138310 11.1370278 4.7927304 9.2859202 8.4675126 11.6612972 -0.7921071 12.3703180 5.0189813 9.5071032 10.2315237 5.1146585 8.9254458 0.7927721 9.9668252 9.2548933 11.9384517 6.5740909 14.7706247 3.3776929 9.1780623 7.0151240 11.4080549 -0.7921071 8.6256219 15.0787842 12.0380865 9.1385066 2.2077679 7.7274059 10.6250945 9.4135626 10.6600106 7.4074420 7.5609159 9.7381757 9.3241132 NA 9.4025263 6.3267099 10.1575960 9.9475500 8.6895686 8.3421956 10.7315567 9.4413891 13.2681275 0.2077679 3.3776929 10.9202964 9.4561595 9.0735027 10.0719554 NA 4.2521658 2.0151407 13.5384762 9.7527337 11.3399477 11.6000868 6.6086481 11.2053017 12.2413644 1.5297210 8.9709816 3.3776929 10.5817220 10.9870783 11.2952090 10.0742756 8.9134017 7.4931718 11.0457914 -0.7921071 NA 1.2077679 9.8002264 8.2466884 0.7927721 10.0485472 11.9607771 10.2077693 12.3974395 9.6139743 3.6000913 10.2644071 7.9012561 11.2582778 11.8100042 4.4172247 8.7851981 5.5296960 5.6171603 10.8502723 7.7195223 11.0735026 11.8181021 7.0965128 9.9591543 13.3058014 8.6043742 9.5353220 7.8872493 8.0965128 NA 7.2684653 9.9626569 NA 8.7657118 9.0688562 10.6666885 5.4556955 10.0904123 11.8027936 10.6799524 0.2077679 10.1992911 9.4655460 1.7927304 8.6672010 0.2077679 6.4172230 5.3575168 12.3405903 11.2119898 9.6610400 10.5437179 11.1433027 8.8462053 0.7927721 11.0941213 9.4012947 7.3575168 10.9086425 2.6672109 5.7927330 3.4557020 2.5296960 8.6000868 1.7927304 10.0223519 NA 6.7076159 6.0021849 NA NA 11.5936317 10.6182207 11.6845155 10.4092807 12.4132572 8.3625874 7.7964842 6.2875739 6.7155640 10.1480829 9.2535289 8.9116730 10.0927030 NA NA 10.0303402 9.3938836 8.7115951 5.1619642 8.7115951 8.3293030 8.9759537 7.0471621 11.0359058 NA NA 2.5296960 2.6672109 13.8032599 5.6171603 9.2992048 10.1829008 NA 8.5609163 8.3110571 11.3932643 9.3071172 9.9850246 10.8876892 9.5598128 9.6824892 9.1444072 10.9936304 9.9151284 9.5990129 10.3714190 7.4838940 9.5533409 1.5297210 9.5442759 4.8516241 8.4646385 12.2647457 -0.13277000 0.01181800 0.80519000 -0.00027724 0.78205000 -0.00263220 -0.00816240 0.77291000 0.12845000 -0.14271000 -0.14271000 -0.13277000 0.01181800 0.00402430 0.78454000 0.78454000 0.79956000 0.79956000 0.00527490 0.00013863 0.00069327 -0.00263220 0.00000000 0.00000000 -0.00816240 -0.00027724 0.00388540 -0.00027724 0.77470000 -0.02821800 0.10578000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 10.0649728 6.9559625 7.9254458 8.6698626 NA 10.2958951 7.3162942 6.2622922 9.4780646 11.6034936 10.0673041 1.7927304 6.1146606 10.1907629 3.4557020 5.6340327 11.2650842 5.5296960 0.7927721 8.3005265 3.6671996 1.2077679 8.1355472 9.2912488 11.7615930 9.7096065 11.8670495 6.9956722 2.6672109 0.2077679 3.7927304 10.1399841 8.0086690 8.7889698 -0.7921071 6.2521639 8.9029976 9.7955468 10.4389905 10.0078603 8.4580678 10.3600542 10.2487439 3.9082077 9.5498440 9.8425804 8.2576179 3.8516291 8.4269377 5.1619642 12.4282988 11.9084258 9.2765476 13.7679230 12.6642521 6.0781337 7.3370527 9.7244543 7.4461743 10.4389905 3.2077679 13.6725065 4.0657532 9.2978817 -0.7921071 -0.7921071 10.1377673 7.2792317 11.9134017 10.1749956 13.2681275 8.8462053 7.2077689 9.3254125 8.3136780 6.6086481 13.0339205 11.2952090 11.0823665 12.0283472 10.1648714 1.2077679 11.1735536 9.6192804 10.3221624 7.7195223 8.0532596 9.4920150 11.8289054 7.7889702 10.9095090 5.2738590 8.1176623 7.9390884 10.4645677 12.5780480 9.5046855 1.5297210 -0.7921071 8.6403111 12.1989368 10.7863590 7.4220883 10.2119897 11.5817220 11.5971318 9.7096065 10.0548266 11.2889199 4.7623594 7.3826949 3.7313353 9.4147837 4.7927304 8.8516254 7.9322833 9.2698154 11.8355015 10.0005596 10.7889699 9.7115951 3.3776929 14.6927495 8.4274704 7.3575168 8.2676004 10.6697603 6.8224791 3.5296960 6.8588215 9.6702715 8.3084319 12.3100731 4.0657532 9.5229189 5.1385073 NA 10.9331356 11.2899184 10.0858202 -0.7921071 11.3711045 8.6507129 1.7927304 10.4639781 NA 6.7851987 6.7313313 9.6139743 9.2854797 -0.7921071 10.1583252 -0.7921071 9.9626569 11.4562899 9.6996224 12.3405903 11.0715684 11.1854070 10.9086425 11.3663790 7.6043738 7.9424787 10.1928997 10.6533015 0.7927721 NA 4.8801957 8.0183410 11.9457687 8.1619658 0.7927721 8.5609163 8.8169481 11.4281477 TCGA-5P-A9JZ 51 0 NA 2744 kidney NA t1b nx NA female 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.60021120 10.53437720 10.41386441 7.75720064 1.78450398 11.41247934 1.13158948 9.77853862 8.07728947 4.48495014 10.86772113 9.88517014 8.26024118 9.88893879 3.16301561 7.46257998 11.10146808 4.43986246 11.66913619 10.44200492 9.56192752 3.95442898 8.81864640 10.16907567 10.19007479 9.21663214 6.52327496 15.88506335 9.84033246 8.11363123 10.58346549 4.19049634 9.52934153 7.32985821 10.21203012 3.04753839 13.45905317 3.09426986 8.79236474 8.72232291 5.23076405 8.89407713 1.63250089 9.85274859 9.85005851 12.66286528 7.01332602 13.92375245 4.63250671 9.34065350 6.53404136 12.23128092 NA 7.46257998 12.92181917 13.01968433 8.83653233 8.02863379 7.82232927 9.74277038 9.38516417 11.49789429 8.72349918 6.58670170 8.86345904 9.14469648 -0.53742411 9.69380090 8.63125164 10.40948598 9.83381181 9.24147818 9.08371572 11.56662306 9.78225178 15.41933016 0.46257589 0.78450398 11.09920432 9.34609350 9.32521707 10.59411518 NA 4.04753839 2.55003873 13.25806133 10.66439733 10.04613264 11.11609654 7.98418032 10.40436096 10.75633865 3.46257589 8.67811276 6.69139877 10.88727089 11.65764425 11.31470927 9.75144581 8.44699807 8.97630721 10.71050719 0.46257589 1.04753839 1.04753839 8.75029195 6.69139877 1.26993081 8.69500064 11.72217585 9.54206454 11.36344647 9.22080297 0.78450398 9.60277030 8.05876943 11.04429575 5.96242640 3.63250089 9.26832350 4.34522604 5.97828030 11.15650217 7.69139807 11.22454638 11.57567065 9.26267063 9.56126980 13.23003999 9.22246794 9.31276658 8.66225215 8.78563457 NA 7.51514788 9.69978967 -1.52325542 8.44433246 10.80103753 10.94689911 8.12969104 10.14073968 11.65779808 10.94059088 2.46257589 10.21454207 9.13714280 4.95443364 8.60723783 -0.53742411 8.90344897 5.64248787 12.37219154 11.15475926 8.98123275 10.60851182 11.13897755 8.64993191 -0.53742411 11.32449820 9.59379353 8.57632183 10.26186127 7.38739184 5.03243590 4.48495014 2.46257589 7.18025629 9.53671444 10.55434557 2.78450398 8.72467448 5.51221108 NA 2.46257589 11.98528378 11.36909450 11.41039920 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8.4276665 8.4408347 10.9091373 NA 0.1376347 2.9450083 1.7225972 13.8173478 6.1149271 9.6864697 10.4696843 2.1376347 7.4951995 7.9320635 10.7310390 9.6903169 9.9940734 10.5427893 9.2304050 9.3784392 8.8100732 11.1270423 9.4885869 9.4322686 10.0141647 7.9058322 9.5722760 NA 10.5857641 4.4595759 9.2143832 12.6719507 -0.0055375 0.0162860 0.7510800 0.0015255 0.7383400 0.0000000 -0.0099565 0.6894300 0.1305100 -0.0055375 -0.0055375 -0.0055375 0.0162860 0.0162860 0.7493700 0.7475600 0.7475600 0.7475600 0.0068044 0.0015255 0.0000000 0.0000000 -0.0048461 -0.0048461 -0.0147780 -0.0020784 0.0039999 -0.0190400 0.7092600 -0.0445510 0.1305100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 10.6404796 6.9058322 7.6533474 9.1197286 0.1376347 10.2050821 8.3274723 6.8102143 9.3808219 11.9695329 10.2290832 NA 5.3471022 10.2526914 2.4595890 5.5299646 11.1355329 9.0683852 NA 8.9578267 4.7226081 0.1376347 7.7815040 10.6404796 12.2277205 9.8188862 11.6065162 5.6612109 1.1376347 NA 4.7815066 10.4995916 8.7815040 8.7596995 0.1376347 6.2461724 9.307573 9.811840 10.667078 11.021055 7.912435 9.603214 10.246172 3.137651 9.259181 9.160016 8.597079 3.137651 7.919007 5.307574 12.066906 11.506154 9.088933 14.156196 12.576440 5.970538 8.327472 9.572276 7.629501 10.798535 2.945008 12.891282 4.838090 8.941779 NA NA 9.371267 6.613381 12.311637 10.703702 13.323762 9.356816 7.225111 11.449964 9.259181 4.459576 12.725660 11.030077 10.653348 11.517568 9.932064 1.722597 11.227098 7.838088 10.020291 7.432269 8.868967 9.527817 11.038515 6.182043 9.750516 7.114928 7.983138 7.722610 9.756033 13.040588 8.266931 3.137651 NA 8.688395 11.780151 10.534916 7.831135 10.068385 12.0764923 10.8698152 9.8188862 10.1983437 11.4940997 4.5299646 8.2251105 3.3075742 8.9417789 4.7226081 8.3175569 4.3855760 8.6998903 11.2784776 9.0654258 10.8038718 9.5991273 2.4595890 13.8608821 8.1569047 6.9705373 7.6178318 10.2630613 5.9190087 2.9450083 5.7226108 9.1120623 9.0018340 12.0298111 2.9450083 9.4368558 6.0683849 2.4595890 9.7560334 11.4391440 10.1983437 NA 11.5411925 7.8655681 2.9450083 10.0728128 1.7225972 5.9956292 6.7375610 9.3973910 10.3118370 1.1376347 10.1710708 NA 10.3446621 11.5288914 8.7112949 12.3320969 9.9705378 9.7207306 10.6680541 10.8510343 7.2975188 9.1432722 10.1956396 10.1627873 1.1376347 0.1376347 NA 8.2823059 12.9677292 7.7670045 1.7225972 7.4951995 8.4459869 11.4584483 TCGA-5P-A9K3 59 1 471 NA kidney NA t2 nx mx male 2007 NA no NA kidney papillary renal cell carcinoma 50 NA white not hispanic or latino NA NA 1 4 NA NA 4 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 1.699326e-06 4.855218e-07 11.1111111111111 26.984126984127 14.2857142857143 31.7460317460317 15.8730158730159 8.2446336 11.9136519 9.1780359 10.2675021 10.4437894 5.7592064 NA 8.6635844 7.5022343 NA 2.5733988 3.9442400 7.4514460 5.5292025 7.3030930 9.2554405 11.6610265 5.8758513 12.2797945 10.1318657 11.8345593 14.8587006 10.1252529 11.2176027 8.1377187 4.3988018 6.5730548 11.5864911 2.5112909 NA 3.6487875 9.5816687 8.8776016 10.3853386 2.7743127 2.5112909 9.1391778 9.9926751 9.9525636 4.7743127 7.2391994 2.8897850 9.7743138 11.9890376 8.6281429 9.2473430 3.1893502 11.2624887 7.2873836 8.7458571 7.4793704 2.3592681 10.7094788 10.1837047 10.5084589 7.6114159 -0.8107131 11.1159253 0.1894134 9.9930626 8.5752136 1.5112656 11.1734136 10.1252529 6.2873836 10.6040576 0.1894134 6.1666311 10.5430494 0.7743338 11.3914751 9.2310104 1.1893502 0.1894134 8.1192311 7.9837672 11.8091127 10.2608136 8.0158995 15.2480618 10.8967104 7.4467393 11.4974058 3.8332038 9.8259759 7.5157810 10.6716550 2.8897850 11.7731392 3.5112783 7.6303865 9.5998026 6.5022335 9.8104873 6.3390982 9.5202682 9.3504831 13.4488739 7.1608950 14.1123992 3.5112783 9.9730125 8.0689346 11.6911884 0.1894134 3.7743127 14.3935403 11.8273346 8.8475626 1.9967141 9.0031325 9.3902498 10.9057421 10.3933110 7.6072038 7.5292010 8.3592761 8.7362456 1.9967141 9.7089875 7.5202682 9.2446338 11.7248697 6.8187074 8.4301427 12.5615702 10.2131056 12.7614593 1.5112656 1.7743338 11.3352834 10.2455351 9.7601557 9.7138930 NA 1.5112656 3.4372810 14.6979198 7.7089873 10.2303259 9.1751932 6.9035963 11.1889990 9.8573498 2.7743127 8.2715004 7.6691317 10.9882280 10.2412399 12.2990872 9.9138651 8.6528758 12.2241502 10.8063595 2.5112909 4.5816706 0.1894134 9.5447023 9.1082145 NA 8.7187818 10.1886467 9.7677240 9.3429034 7.1318662 1.1893502 9.7391359 7.6114159 10.7861513 7.8259757 9.9408953 9.7563567 3.4372810 4.1435485 11.4759090 7.4839721 10.6681209 11.2490337 9.2310104 10.3729866 13.2619026 9.2661669 8.3416362 8.1723450 9.0719943 2.6487875 5.9967051 10.0939858 0.1894134 9.0258751 9.4793700 10.4793701 8.8187077 9.6177114 11.8893574 11.1085871 3.1893502 11.0731401 8.8226916 3.4372810 4.5112783 NA 6.6322944 4.9707110 12.7515937 9.7855411 11.3260220 10.9857965 9.6364345 8.6198036 1.9967141 10.8132739 10.2601431 6.6405616 8.6405624 -0.8107131 6.5112798 3.7743127 2.5112909 6.8758513 3.5112783 9.8304998 11.1475415 6.9240607 7.4476346 NA -0.8107131 11.6124671 10.6369511 11.3352834 11.4637294 11.6203264 11.0677854 7.5556735 6.1782625 7.2061597 10.6441646 9.4631469 8.4608142 3.5816646 NA NA 9.4289497 10.1723449 6.9707110 0.7743338 8.1921660 9.8915240 9.9087401 7.5005543 10.4187710 NA -0.8107131 3.1893502 NA 11.6978889 5.9575362 8.7362456 10.8506840 NA 9.2213969 9.3613786 11.6968982 5.9967051 9.4735970 11.3205652 8.3816442 9.5912974 9.0947383 11.5311480 10.8012982 9.5325369 11.1402716 7.8150598 9.2730167 2.5112909 8.1200885 3.9785617 6.5821841 11.2644961 0.09318500 0.03073200 0.09899700 0.68533000 0.03143600 0.02202400 -0.01835600 0.60846000 -0.15613000 -0.69432000 -0.69432000 0.09318500 0.03073200 0.03073200 0.03242200 -0.71822000 0.09899700 0.09899700 -0.67894000 0.01389800 0.01712400 -0.71069000 0.01558700 0.01558700 -0.00664320 -0.04780100 0.00083195 -0.12486000 -0.00207840 -0.05603800 -0.15613000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 9.3017906 6.7050517 7.0222413 6.6126769 1.5112656 9.1565776 3.8332038 6.7098517 11.4363887 11.5696148 10.2840887 0.1894134 7.2554403 10.1822896 2.7743127 3.6487875 10.1872364 3.4372810 0.7743338 8.6072038 5.1666311 2.7743127 8.5687295 6.1780354 9.8132327 9.2554405 12.4403069 7.6852064 0.7743338 NA -0.8107131 9.7686672 6.9104509 8.9999228 NA 5.4561392 9.0488860 9.8323055 10.4508585 8.2978755 9.2364752 6.4372793 10.0658682 5.8040613 10.3920873 9.2391999 7.7629985 4.9172694 9.8049809 4.3186350 13.7616962 12.3992615 8.8132329 13.6748032 13.5851531 5.4372777 8.2089420 9.4325252 7.1022403 10.3908626 4.0962450 12.9333441 4.5816706 9.8040611 2.1893502 NA 11.4363887 7.4514460 11.4836848 9.4897039 12.7614593 9.3327346 7.8688312 6.3492219 11.2429378 6.9035963 11.3542582 12.2990872 10.0924799 14.9834625 10.0887082 1.5112656 11.0519886 9.5848855 9.8661898 7.4839721 7.8003758 10.3914751 12.4743199 8.3567693 11.3680130 0.1894134 7.6971462 8.3567693 11.6857057 12.1001813 5.9575362 0.1894134 2.1893502 10.4532072 13.0125194 11.0942831 7.3441689 10.2854075 10.8705897 11.6544074 9.2554405 10.1318657 10.1252529 3.9442400 10.9303968 5.9707110 8.4793700 3.3592822 9.0658682 8.6281429 6.0095308 11.0936096 9.3975857 11.2628234 9.2337455 2.3592681 14.2820258 7.9841570 8.3441694 7.6769098 10.7952937 7.3441689 2.9967141 8.0285548 10.5095877 11.1161995 11.6322948 3.4372810 9.7448991 7.7207327 1.1893502 11.2824386 12.0330761 10.4378719 NA 11.4578933 9.2513974 1.9967141 9.4443799 2.1893502 7.9475744 7.2926391 7.1318662 9.6247090 2.7743127 9.2019759 0.7743338 10.0939858 10.5879239 10.3926993 12.7515937 10.8173411 11.9841732 8.6405624 10.7920501 9.5848855 6.1780354 9.7658356 10.1223041 1.1893502 0.1894134 NA 8.9542228 11.1975768 8.7265697 3.7743127 9.2213969 9.1709185 9.6374675 TCGA-5P-A9K4 54 0 NA 2184 kidney NA t1b nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.74787676 10.15371858 10.33177597 10.60778035 9.41895731 7.72051858 NA 8.45459582 8.98814869 -0.07384873 4.36072947 5.03462511 5.28365513 5.61260315 7.23444192 10.31573400 11.56950794 6.93733027 11.77120061 10.13738261 11.88320470 13.63343591 10.80606872 10.88102599 8.46137794 4.60586172 6.53343253 13.83543326 7.36904590 2.73346281 3.51106316 9.71400522 10.71685838 10.77511673 1.73344112 0.51106316 8.65742171 9.21266053 9.02413486 7.28804658 6.27483005 8.83449538 9.71073757 10.54311091 8.31841989 9.85684007 5.19288851 11.10383363 8.92186979 9.25253204 8.26817751 2.51106316 9.12331933 9.77628958 10.25084578 7.40588262 2.76302907 11.14006656 2.54198558 8.84402654 8.21150482 3.78408514 11.07648461 9.15612303 8.99890517 9.86972369 1.92611331 5.94847003 10.67890141 4.13555949 11.20658346 10.71848630 7.01356499 2.38554148 8.98271328 10.50636124 9.90409808 9.30980692 6.55545881 16.14996297 9.81103634 8.13799117 11.18819752 4.94847003 9.14284864 8.29460926 11.01786861 4.13555949 13.66656860 3.62042219 9.01661220 9.64976364 6.06565416 8.99353709 -1.07400058 9.90409808 9.82470406 11.58006731 7.16927664 13.69214959 5.56995887 10.40519072 7.89764643 11.24831252 NA 9.14648111 13.17373355 11.98274037 8.31196487 5.58431314 8.01621493 10.52508568 9.27372405 10.79839274 7.86861701 7.07076069 9.69428701 9.56182081 NA 8.90481312 7.73667455 9.38553436 10.25533844 9.18702217 8.73345773 11.13655484 9.63432444 14.02401134 NA -1.07400058 11.04017031 9.06565389 9.40284878 10.06820969 NA 1.24804900 NA 13.78121446 12.40525136 10.46961791 11.51153470 7.36489455 9.96912991 11.16331261 2.62653259 8.27039859 8.56995887 10.73747738 10.54540558 11.41936523 10.06757123 8.84048778 7.12085993 11.06597372 NA -1.07400058 4.41795375 9.15732394 9.27924957 -1.07400058 10.50022305 12.40563034 10.73345756 12.02429928 8.94985705 3.83299125 9.81408477 7.92328232 10.13455043 11.45943239 6.34395495 8.98544720 5.88029860 3.83299125 10.31088641 8.03723834 11.15852360 12.03772742 7.50353160 9.36385485 12.70571944 8.99219174 9.26595277 8.13555590 8.56634750 -0.07384873 7.73345739 10.08534325 NA 8.19660803 10.17699314 10.94708262 10.01091100 10.15432017 11.69944796 10.86347646 0.51106316 10.37937328 8.97498467 3.68098816 9.17046641 NA 6.65402302 5.83299378 12.57592017 11.16211686 8.74468485 10.13677405 11.22445166 9.10227573 NA 11.13337941 8.97322667 8.05280712 10.30114211 6.68765422 5.69428684 0.92607535 2.62653259 8.64034834 2.92609433 10.42045830 0.51106316 8.79934671 5.46526273 NA 0.51106316 11.61413435 10.79608196 11.52648021 10.55089816 11.99202362 8.41795586 9.05022387 7.12469517 8.65232085 11.32270745 9.57535885 10.19230354 5.33549397 -1.07400058 -1.07400058 9.42992849 9.25028326 8.55909789 4.70746405 10.63173501 8.01356555 9.51481740 7.49997740 10.87373962 -1.07400058 -0.07384873 -0.07384873 2.83299125 14.48278833 6.98679886 8.82092055 10.91762449 0.51106316 8.92045618 8.84941542 11.40208937 8.09853010 10.52601549 10.47203239 9.29023731 9.86788396 9.29570007 11.65019012 11.00291829 9.69841731 10.40537774 7.49975024 9.34539926 4.62654427 9.27704185 5.15491935 7.72064853 11.44990963 -0.0066432 0.0183830 0.8796600 -0.0051227 0.8671200 -0.0024938 -0.0073339 0.8157100 0.7474600 -0.0066432 -0.0066432 -0.0066432 0.0183830 0.0164250 -0.0022168 -0.0022168 -0.0022168 -0.0022168 0.0094491 0.0052749 0.0056919 -0.0114730 0.0000000 0.0000000 -0.0069195 -0.0084385 0.8691000 -0.0048461 0.8231400 -0.0456350 -0.5852000 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 1.598 1.598 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 0.180 0.747 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 1.598 1.598 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 0.180 0.747 10.46865092 6.76530666 7.25701911 7.62452937 NA 9.95952574 7.65742136 7.07630682 10.02939049 11.48890795 10.21496879 6.15492137 5.85683882 10.24521029 2.92609433 3.01356945 10.53804960 5.88029860 1.51106316 8.14768981 3.51106316 -0.07384873 8.41193208 9.43785525 11.20611071 10.31573400 11.32105562 5.66756859 NA -1.07400058 1.92611331 9.78097112 8.14768981 10.08660439 -1.07400058 4.70746405 8.9204562 9.6195896 9.5762568 11.0997798 8.5789478 8.7205186 10.3998084 4.0553866 10.3628142 9.5389711 7.3269822 3.8329913 9.3000553 4.2836551 13.1034443 10.9275109 9.2603760 13.5180924 12.9402103 6.6809896 8.8041536 9.9345312 8.3875823 10.0378904 2.2480186 13.7386811 4.4806917 11.5257831 -1.0740006 NA 9.9443028 7.0809209 12.5543203 9.8442205 14.0240113 8.4652615 7.9975651 13.0828178 9.5490696 7.3648946 13.3583836 11.4193652 11.5329705 12.5622741 10.0069201 0.5110632 10.6343244 8.4574843 10.4194578 8.0372383 7.7840838 9.7261936 12.2586987 6.9429109 11.2275989 3.1740228 6.9759511 7.9147875 10.8247041 12.2684552 8.8389921 1.2480490 NA 9.5490696 12.7533461 10.9104535 7.5297288 10.3054811 11.38220034 12.27842202 10.31573400 10.13738261 10.80606872 3.92610382 9.17995013 5.35236659 8.63518665 4.44966701 8.78097112 8.31841989 7.60558248 12.15893729 9.14889751 11.17343685 9.54632248 0.51106316 14.79663596 9.57892079 7.61958982 7.92962059 10.61216540 6.13555539 -1.07400058 8.19054523 10.15251492 9.05667321 11.92239961 4.59852600 8.64720188 6.30980737 -0.07384873 11.13677399 10.95883717 9.32056546 NA 10.89368916 9.73023372 2.92609433 10.00692015 -1.07400058 8.01886002 6.95952559 8.94985705 9.25782577 2.38554148 9.20339010 NA 10.08534325 10.62567515 11.01290237 12.57592017 11.06181197 10.94638816 10.30114211 11.27676568 7.74628186 8.11097809 9.95262609 10.05795965 -1.07400058 NA 3.17402284 8.62480715 11.45145954 8.24351533 NA 8.92045618 8.81636707 11.04893065 TCGA-5P-A9K6 64 0 NA 1914 kidney NA t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0140048 10.8808361 5.2426292 -1.2002495 4.6823261 9.7582382 10.7330074 10.1817691 5.1572378 1.1216123 8.4525304 9.3271626 10.4992580 7.9289684 5.5411524 9.3475441 9.4134750 10.8610567 3.7065748 10.7020606 6.9845609 10.6436066 9.2290923 8.0476131 8.1170981 3.6070462 10.4281311 10.0230840 10.3851176 7.3114386 2.6029082 11.3014755 1.1216123 9.1539350 8.5826839 4.7065748 11.3638350 9.3271626 7.8386045 9.8578193 4.6576686 7.7244982 10.3407822 0.3846025 11.1660078 10.4552162 8.5843203 5.1572378 9.6158692 11.0482061 10.4861861 9.1011818 8.0236873 15.6160068 9.8878113 8.4489418 10.7200384 4.6823261 9.3647876 8.0897042 12.5022912 4.4435403 12.8573389 4.7760513 8.2573539 8.9069026 7.6070403 8.8358590 2.1216123 9.4721108 9.2259504 12.1962903 6.8053105 15.2085679 5.3695398 9.2918892 9.0792962 11.9083734 NA 7.6576664 13.5354531 12.6713021 8.3733328 7.4143952 7.8977178 10.3378745 9.6498725 10.4408342 8.1283604 7.3232476 9.2519269 9.9652207 -1.2002495 9.7661910 8.0943063 10.2508967 10.3094606 9.3977382 8.8454452 11.4582876 9.2374375 13.9918242 1.9696018 1.7996676 10.8580156 9.7429329 9.4931726 10.5369329 NA 3.5001264 2.9696018 13.5481405 9.8657747 10.3794729 12.7054486 7.3388442 10.2586048 10.8313867 5.3074795 8.4489418 5.0664724 10.3991335 11.4090952 11.2353037 10.0266998 9.5843205 9.2845083 11.0191566 4.4143927 1.1216123 5.1216123 9.1373075 5.1034683 0.7996676 9.5276060 12.2094742 10.4650215 11.0954545 8.8738270 1.3846577 9.6102571 7.6945035 10.7002014 12.1241474 4.8220520 8.8522536 5.9993574 5.1034683 11.5574922 7.6198649 11.8706450 12.6851913 9.8718181 9.4335890 12.9154608 9.1102982 9.2488341 9.4765241 9.2508967 NA 7.3504327 10.1806877 3.5395311 9.6732527 9.6412500 10.9347535 8.1681922 10.3163705 11.3094606 10.5736489 4.1572378 10.8464686 9.0824729 2.8871548 7.7125751 NA 8.2672909 5.5276052 12.6867157 11.2690730 9.3242274 10.3291161 10.8317313 9.1057472 2.5001137 11.0236149 9.3958753 8.2026974 10.4180710 2.8871548 5.7185479 5.4290435 3.5935809 7.9494328 2.6070343 10.6158692 2.1216123 8.0476131 5.5545735 NA 1.1216123 11.7326385 10.8698065 10.9535542 10.5949135 11.5375667 9.7690720 7.8548054 7.0923290 7.9366768 10.1763536 9.9671037 10.6827106 4.8657753 -1.2002495 -1.2002495 9.9857998 9.3855870 8.3015227 4.2915373 10.3207952 12.3164936 10.2995314 7.0282155 9.9121251 NA 1.9696018 0.7996676 2.3846577 13.3655017 5.4578963 9.0356998 10.3676417 -1.2002495 8.5360875 8.7423468 11.7807176 6.7304226 10.4672407 10.6349465 9.7618585 8.7726653 9.1616292 11.1125685 10.2503813 10.0230840 10.7458608 7.5276060 9.2736348 3.8440843 9.0781351 4.1940634 7.1285398 11.8294904 -0.00277070 0.01251600 0.00875280 0.00027728 1.20520000 -0.00788630 -0.01477800 0.56259000 0.10512000 -0.02384000 -0.02384000 -0.00277070 0.01251600 0.01251600 0.00875280 0.00875280 0.00875280 0.00875280 0.01405100 0.00027728 0.01070300 -0.00788630 -0.00885260 -0.00885260 -0.01477800 -0.00981850 0.00110930 -0.01037000 0.58166000 -0.06383800 0.10672000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 9.8151007 6.7304226 7.7996857 7.8670124 -0.2002495 9.3015227 10.9117992 8.1783491 10.2754189 11.3563065 10.4005277 5.0091411 5.7996857 10.1261150 2.3846577 7.4507370 11.6829016 5.9993574 NA 7.3657398 4.1572378 0.3846025 8.3561918 8.4162343 11.0249472 10.1294819 11.4998955 7.5445194 0.7996676 NA 2.1216123 9.9347536 7.6731295 8.8884739 0.3846025 5.8765022 8.4363101 9.9334700 10.1400920 8.9833209 8.4809239 9.9882744 10.2580922 3.1920047 10.0380903 9.3902726 7.1080247 5.5139297 9.0570733 4.7996831 13.3781172 11.6561111 9.2591171 13.5781221 12.6775448 5.6823289 7.6545537 9.8324201 9.1417603 10.5310046 5.5941006 13.4935536 4.9696110 9.8164938 3.3846439 NA 10.3069847 5.8440793 12.2049600 9.4097876 13.9918242 8.5794049 8.1768962 9.8844940 9.1887790 7.3388442 13.3289331 11.2353037 11.5499738 12.4349502 9.8603815 1.3846577 10.9727380 10.0011969 11.1492432 7.6198649 7.8081141 9.6838561 12.2843826 8.6975309 11.3134107 5.7185479 7.1616297 8.0850879 11.5514388 12.0672038 8.2259502 NA -0.2002495 10.0018094 12.4340428 10.8268348 7.0380904 10.6738985 11.6827106 11.6809908 10.1294819 9.6677364 11.1297621 5.5276052 8.5924757 3.5001264 9.3742790 5.2754206 9.0248931 3.7065748 8.5139313 11.7405369 9.7968651 10.9598721 9.6475259 1.7996676 14.7865720 7.5440147 6.4650211 7.9187565 11.3030144 8.0966018 4.0850847 8.3523547 9.7848159 9.7798538 11.5377778 6.9545034 10.3247169 8.3074800 2.2591218 11.3393290 11.0339043 10.0158251 NA 11.0297060 9.0236873 0.3846025 10.4294975 5.0091411 7.8844941 7.3995984 8.8738270 9.6157172 3.0476082 9.4453439 3.6576629 10.1806877 10.6532953 10.2348349 12.6867157 11.4363102 11.6439990 10.4180710 10.6754349 8.0734813 8.1898547 9.8570005 9.7282039 1.7996676 3.5545766 NA 8.4966529 11.4380242 8.7996857 NA 8.5360875 9.1384218 10.9786616 TCGA-5P-A9K8 51 0 NA 1309 kidney NA t3a nx mx female 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 1 NA NA 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.36420537 9.23886685 10.57383035 8.25951543 3.85958200 0.68965699 9.48667295 10.89227353 3.76005058 10.94586853 8.27612441 9.85305796 9.49572614 7.93948460 7.22881869 4.27461949 10.62187468 10.24693211 11.12720391 8.80444341 6.33340048 10.84475385 1.68965699 9.94501433 8.57961991 NA 11.09629006 9.12845168 8.40527892 10.05264698 0.95270631 6.44454781 9.34858543 -1.63218166 14.42358613 9.99161325 2.89130252 4.34501308 7.35357384 10.40562186 8.50087414 8.79818437 7.27762496 14.14670723 9.77287323 8.04545116 10.06208973 4.84346635 9.82869949 7.83737374 9.92997425 1.53764396 13.17548919 3.21723072 7.23923668 2.61565170 7.43112649 9.51175265 1.68965699 9.60254930 7.93188099 12.39183255 7.90106177 14.66295831 9.05685607 9.84396155 11.12345391 14.63398761 NA 2.53766881 8.39977736 12.43163239 9.30068477 2.61565170 10.27424663 8.15726558 8.72748145 11.31171171 9.07853832 7.91269597 9.38105447 9.84042263 NA 10.64589085 9.30657623 11.22065136 10.22532410 8.08540819 9.08797591 11.50832193 9.82511270 11.41877073 6.34501131 3.01158509 10.05291863 8.65017145 10.17629385 9.52697237 NA 1.17510938 1.82716865 13.03556405 6.16214759 9.36632221 4.06817206 7.75790065 11.20831302 11.44971447 4.34501308 7.39287121 7.67834450 10.64181866 10.20850970 11.75142933 10.22726660 8.78347368 8.04897014 11.08262123 1.36770654 6.10244188 5.46576229 8.71646007 3.53765639 -0.63218166 8.12595480 12.37493429 9.60135147 9.84751201 8.95738301 0.92356757 10.12803596 7.78558455 10.92205680 3.06817206 4.06817206 10.15440979 9.40390549 6.15046829 11.85607407 8.06121888 11.46675079 10.57107977 9.13011387 10.23153093 13.66296263 9.17266952 8.87056354 10.08497975 11.81945803 NA 8.38175231 10.29994658 14.03070106 9.52952504 10.10201807 11.62364555 1.82716865 9.99389708 9.91028010 10.43247457 4.12262303 10.91968033 9.00766029 3.45518911 5.48667255 NA 10.22221058 6.31609867 11.48407573 9.89569736 8.13094425 10.71949920 10.15848750 8.89031323 6.12928302 11.05855482 9.48537490 9.09565231 10.45982820 0.36770654 6.28062046 5.76861045 0.36770654 1.53764396 4.12262303 11.58387133 3.45518911 9.37615340 6.53474798 4.06817206 -0.04736823 11.65313402 10.52001663 11.08305031 11.37089829 11.14169513 8.64152724 8.23555092 5.95809330 8.52507873 10.90276408 9.38384359 11.26482094 1.36770654 NA NA 10.61060816 9.04457035 8.27912395 NA 8.23501042 10.70395936 11.14704074 6.98901408 9.32483378 1.82716865 0.95270631 5.06817206 NA 14.50752293 7.49443641 10.01158802 10.58538661 -1.63218166 8.84447793 8.76238735 10.87874312 6.33927459 10.24539940 9.97506208 10.96764459 7.64385619 8.55012610 11.63246758 10.02549687 8.77606154 11.05838455 7.96950280 9.99024128 4.27461949 9.63041384 4.75281816 8.16529595 9.92280023 0.0037465 -0.0070576 -0.0038779 0.0091705 0.0038854 -0.7638100 0.0016642 -0.0124380 -0.1728400 -0.7635500 -0.7635500 0.0037465 -0.0070576 -0.0070576 -0.0038779 -0.0038779 -0.0038779 -0.0038779 0.0000000 0.0091705 0.0029133 -0.7638100 0.0036076 0.0036076 0.0016642 0.0107030 -0.7574500 -0.7650100 0.0070826 -0.0529360 -0.1728400 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 9.39287142 6.83940663 8.96485316 7.22965617 3.97417135 9.74602668 11.82125966 7.38665491 9.57413577 10.57006991 10.99959094 0.36770654 6.28659472 9.69640668 0.95270631 10.29439847 11.10476784 9.40390549 NA 8.33207281 3.98244605 -0.63218166 8.61803011 3.17509340 9.41128535 9.81584805 11.32911995 5.69864911 -0.04736823 -0.63218166 0.95270631 9.17990909 7.61803011 9.17508667 NA 5.90689060 8.8485219 9.5015162 9.1637714 7.4311265 9.8780014 10.6351037 10.2167459 3.6156635 10.2530469 9.1823141 6.2806205 4.6345178 9.9184785 5.9146267 13.8506973 11.7031221 8.9815213 13.0621985 11.8481433 6.2503742 9.2380966 8.8086010 8.1242883 9.8424517 11.1611319 12.1701472 8.2640644 10.5575564 8.8565762 -0.6321817 9.6198058 6.7897971 12.6125416 9.1903025 11.4187707 8.8434651 9.0268357 11.1847154 6.7164601 7.7579007 13.1905018 11.7514293 9.7120277 12.7208097 10.4202999 0.3677065 10.0819773 8.8675778 12.4261464 8.0612189 8.0699046 10.3831469 13.0251619 8.2365543 11.2499831 0.6896570 5.0401560 10.0214725 12.3493883 11.9957216 4.4970119 0.3677065 -1.6321817 11.1576729 12.4740493 10.9251500 7.2288187 11.0174370 11.25666525 12.01271465 9.81584805 9.81688046 11.87292308 5.04015599 8.31024650 3.36773449 9.26330700 3.49701192 9.25266543 3.76005058 4.06817206 12.23510319 9.34214647 11.39148613 8.48277529 2.61565170 14.15576184 5.58205013 6.06817206 8.57496584 12.52033353 8.22104136 -0.63218166 8.79713849 9.29699029 10.21948087 11.20062181 6.01158733 9.52571028 10.32374486 7.61565906 9.12345385 11.52001663 9.52254995 -0.63218166 11.02728180 8.82305892 2.17507743 8.89520869 1.17510938 8.50472287 8.24117568 8.95738301 9.39992899 1.36770654 9.11676319 8.69528433 10.29994658 11.23206885 9.25113868 11.48407573 11.19606663 12.48163669 10.45982820 9.36491118 8.52760329 5.63451776 10.29105924 9.23886685 -0.04736823 7.92980224 NA 8.66693976 9.46631653 8.88736808 -0.04736823 8.84447793 8.81274657 10.27574902 TCGA-5P-A9K9 59 1 589 NA kidney NA t3a n2 mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 NA NA 4 4 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.7882459 10.7296725 9.2759955 10.7306136 10.7259020 4.9553547 NA 7.7662029 9.6686198 6.7846257 4.3074722 5.3179263 7.2354638 7.4426218 6.8062132 10.1252811 11.7816776 6.7404581 8.9793083 9.2721224 12.8055429 14.1197082 10.5408552 10.8835572 7.5992121 7.1536260 7.7479137 13.0910718 3.3179263 NA 6.7102430 10.6987480 9.5867931 9.7216483 3.6074368 1.4699381 9.0275845 9.5488807 10.0985571 7.9489010 8.5295442 4.3574535 10.2558721 12.5484804 7.8168864 9.3756170 7.7846257 9.7737101 8.5867929 8.1508160 7.4608842 2.9553500 9.8596682 9.7207014 10.2675908 8.1814241 3.4393040 10.1524463 2.4155424 8.8062126 8.9456627 0.7329204 11.0496223 10.4165432 10.3078725 9.1026773 1.1480230 6.1021983 10.1021975 1.4699381 12.1857197 10.4194642 6.3179263 5.4517815 9.4298965 10.1599272 11.6859475 10.0897310 7.9840515 14.6177701 10.2636951 9.1772885 8.7718826 4.9293602 9.6277814 7.6156068 10.3875997 7.3525723 13.2411711 0.7329204 8.3533789 9.5700659 9.3550154 8.7700530 4.7329638 9.2875524 9.9178390 13.2287354 7.2721221 14.4853251 6.0306451 8.4567499 6.7102430 11.5186886 NA 7.6518267 13.2879521 10.7714254 8.4030299 4.4699315 8.8995451 10.8860934 9.8793203 11.3914727 8.8133371 8.3550154 9.2643450 9.8613877 2.9553500 10.0121873 8.9729600 9.6607417 11.0864781 8.3204287 9.4112703 12.9107569 9.6686198 13.1342876 4.6398515 4.1021962 11.4803175 10.1649209 9.5950844 10.0941764 -0.8520421 5.0548919 0.7329204 14.7455591 5.8062132 10.8301179 10.4472092 9.1634162 9.9028886 10.1338431 3.6074368 7.5011477 9.2837105 10.5241266 10.8588076 12.1137836 10.3501250 9.3707961 7.0905158 10.5888703 3.5403125 2.3179118 3.5403125 7.7627109 6.3768200 0.1479579 9.8292396 11.5994699 9.9729598 10.3881962 9.0245180 0.7329204 9.3525723 7.8860934 11.0684247 6.9095523 8.7663868 7.9649848 6.4241260 3.0548832 10.6483451 8.8553603 10.3774208 10.6656705 10.8588076 10.1309947 12.0772596 9.0742972 9.7855318 9.3899843 8.4789180 NA 8.5721674 10.4972824 5.6285899 8.5382991 9.9489011 10.5690140 9.3935539 9.8283607 11.1923953 10.1472965 5.1703698 10.9354957 8.7337336 3.1480067 6.1137859 -0.8520421 9.3427581 6.4517815 12.5839318 10.7932092 9.5826294 10.8970325 10.8279210 8.7608696 3.6074368 10.3768379 9.2234802 8.5616290 10.1238492 1.9553500 4.8204241 1.9553500 5.5125746 9.8044260 2.1479904 10.0956381 5.4147884 8.6298007 6.6398544 NA -0.8520421 11.9070571 11.0420610 12.2243158 11.2043002 11.6980264 9.0890487 8.6438562 5.9540683 9.0831663 10.5077507 10.0698420 10.3334961 8.0608904 -0.8520421 NA 9.5175985 9.5753140 8.0488677 1.1480230 10.2294846 11.4719003 7.7627109 10.1914728 10.5126830 1.1480230 2.3179118 -0.8520421 4.9808890 13.7689655 7.8062126 8.0183660 10.9997502 NA 9.0578943 9.3803981 11.0009208 7.3816208 9.8536336 10.0375051 8.7773579 9.6910330 8.8894681 10.9387569 11.1338431 9.7544064 10.9124581 9.2381135 10.6227261 5.2977490 9.1108972 3.4699250 6.9944949 10.3446033 0.432460 0.345340 0.971110 0.206560 0.341930 0.504300 0.249810 0.801580 0.000000 -0.458310 0.438340 0.432460 0.441390 -0.040209 -0.416080 -0.416080 -0.416080 -0.416080 -0.426040 0.821180 -0.414540 0.085076 -0.431160 -0.431160 0.249810 -0.441340 -0.446310 -0.422870 -0.067592 -0.513210 0.000000 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 0.434 0.434 0.217 0.217 -0.445 0.253 0.345 0.345 -0.416 -0.416 -0.426 -0.426 0.821 0.821 0.000 0.000 0.342 0.342 0.405 0.405 -0.431 -0.111 0.000 0.000 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 0.434 0.434 0.217 0.217 -0.445 0.253 0.345 0.345 -0.416 -0.416 -0.426 -0.426 0.821 0.821 0.000 0.000 0.342 0.342 0.405 0.405 -0.431 -0.111 0.000 0.000 8.5011481 6.2354648 8.3028194 6.9445598 -0.8520421 9.4654138 7.9585730 10.6009888 8.0488677 10.7449409 10.3166733 0.1479579 4.9808890 9.7254300 -0.8520421 6.5909448 10.8221934 6.4241260 0.1479579 8.2354638 2.1479904 0.7329204 8.8151127 5.9934910 10.0992058 10.1252811 11.0327593 7.2565257 2.8484377 2.6074368 2.3179118 9.5616291 4.7918557 9.8877817 NA 4.9808890 9.4136163 10.4489256 9.8440994 9.9137016 9.1745245 8.1978497 10.8856711 6.1923954 11.0059822 9.6358413 8.3154195 6.0428194 9.7197538 5.3768182 14.0581286 11.8164430 9.4945148 13.7403414 13.1584419 7.2248169 10.5779309 10.9103832 6.8894687 11.0336975 4.6715651 13.5536080 6.3279101 9.9020535 2.8484377 4.1021962 10.6533165 7.5616293 13.4367952 9.8844032 13.1342876 9.5175985 8.9277205 8.2565257 11.8605282 9.1634162 11.0992859 12.1137836 11.4273215 13.7088116 8.3476736 0.1479579 11.1299251 10.7254300 10.6745004 8.8553603 8.6793826 10.4200477 12.4289169 8.0488677 11.6528202 7.4426218 8.3229268 5.0787379 11.2522723 12.6758447 9.0548919 NA NA 10.6222141 12.9738543 11.9097456 7.9359034 10.8423591 11.1395230 11.8399627 10.1252811 9.2721224 10.5408552 5.0306451 10.6338305 5.5573917 9.1536257 6.4241260 9.5186886 7.8168864 5.7773566 11.9881831 9.3204287 10.8532015 9.1152273 2.1479904 13.4660496 8.4248931 8.0608904 7.7930830 10.8075512 7.5488805 3.0548832 8.0028696 9.4676732 8.4124437 11.4039149 5.4334035 9.5847126 9.7064219 -0.8520421 10.7446569 10.8155563 10.1065539 -0.8520421 10.5311654 8.9934912 3.3179263 9.4368673 1.7329638 8.1423547 5.4699283 9.0245180 9.2544332 4.4699315 8.8759216 3.6074368 10.4972824 10.2473490 10.2208037 12.5839318 10.3653531 10.6292961 10.1238492 10.1571300 8.7235405 5.3378252 9.3091330 10.3875997 0.7329204 NA 0.1479579 9.1252812 10.5784171 8.5805431 -0.8520421 9.0578943 7.1366856 9.7441909 TCGA-5P-A9KA 61 0 NA 395 kidney NA t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.219528e-06 5.895622e-07 2.4390243902439 19.5121951219512 13.4146341463415 39.0243902439024 25.609756097561 8.59743843 10.14859390 9.64765773 9.38272388 9.77128906 8.94043958 1.07778989 10.53140719 9.17583419 1.88514481 1.77154757 5.39973165 5.67771400 6.22754856 7.21735384 10.98956863 11.88193318 8.83602542 10.96882632 10.65097597 12.77552993 13.95899882 10.70670330 11.26267750 9.86407175 6.91442101 6.71442687 13.32380044 5.45284250 4.32573179 5.48719369 10.44412432 10.67072635 10.12151306 3.72165701 0.66275239 9.18632673 9.62854889 9.78774751 8.65711798 4.66276378 7.94198835 9.64670828 10.81673881 6.10017032 11.27808775 7.88515702 9.94121417 9.53004342 8.64004461 8.45934514 2.53722151 9.99218734 10.09461045 10.50825472 8.02031662 0.07778989 11.21954210 2.27473875 8.39591580 7.94508092 2.98469871 10.13984830 9.72436088 8.81420400 9.51152319 2.88516434 7.10570845 10.23008698 2.24771489 12.27024910 11.09391400 9.19674325 6.81926965 9.09594657 14.57823949 9.84433104 9.22373434 8.17583444 15.47813127 9.49037197 8.25771123 11.00372745 5.18632623 9.44193678 7.33519024 11.60820847 5.98469188 13.93636602 2.51475350 8.94336521 9.59842085 6.85258943 9.25771123 1.39971798 9.82347647 9.34575917 12.17121972 7.25272787 13.55878416 5.47012033 9.73026174 8.76605246 10.25210374 NA 6.88515702 12.42514668 12.39054331 8.49986701 4.80572066 8.14119723 10.63334992 8.93422780 11.16592783 8.73064709 7.39972994 9.13172812 9.03054327 -0.92221011 10.33577923 8.81081742 9.84350262 10.10777953 9.65900278 8.97866899 12.03234564 9.43205159 13.82384404 2.24771489 4.07779843 9.92485955 9.49169439 8.96044510 10.51711366 -0.92221011 3.83268752 3.32573179 13.70419565 12.99917823 10.59300915 10.58262111 8.61502043 9.59152983 10.12901107 2.24771489 7.43094926 4.50406736 10.86652051 10.68836563 11.91156789 10.39747431 8.69067061 7.98469301 10.50982200 2.98469871 1.07778989 4.63239037 8.82599514 8.13579392 0.07778989 9.69526954 11.80763530 10.35392653 11.95182293 9.60625622 3.60136373 10.31560959 7.38614099 9.89101416 10.96426086 4.96044684 9.21735360 5.61696046 5.83269005 9.39860262 8.75904062 11.97243049 11.04250399 8.54744405 9.09739300 12.59645530 9.06648695 9.86896497 8.77128906 4.03199502 -0.92221011 8.82767170 10.81800450 3.62746676 8.47307903 10.26143749 10.60820852 10.68235541 10.34283105 11.54871520 10.80402031 3.16526881 9.71714294 9.45301541 4.24773008 9.01296723 0.07778989 8.18632673 6.66276520 12.49116562 10.72436088 9.13037030 10.17451728 10.85464635 9.20708511 1.39971798 10.91422336 8.97413463 7.92329242 10.62951044 4.39973165 5.03199943 5.93578267 4.20708853 6.79890074 3.07780698 10.57015608 1.88514481 8.71804716 6.42997743 NA -0.92221011 11.75838143 10.94701042 12.09408815 10.55758241 11.88797208 7.87870205 9.39646928 6.69148112 9.55252213 11.10121001 9.83769037 11.59891181 7.62854907 0.07778989 -0.92221011 9.80912114 9.20837265 9.48187933 3.77824012 12.90295971 10.53210146 11.47974829 7.20486748 9.64195166 -0.92221011 0.66275239 2.07778989 2.39971798 14.37811896 7.79890139 9.34575917 11.47280069 -0.92221011 9.03054327 9.17646590 10.98619474 8.18632673 10.61113189 9.78516128 9.39634490 9.28115018 9.34692875 11.56010595 9.99293466 10.01444010 10.60869616 7.50406656 9.66205058 6.89798095 10.38158286 4.83268752 8.45377559 10.23262023 -0.00221680 0.00000000 0.15696000 -0.00027724 0.00110930 0.00235810 -0.00069303 0.05879500 0.07254000 -0.00221680 -0.00221680 -0.00221680 0.00000000 0.00000000 -0.00332430 0.15696000 0.15696000 0.15696000 -0.00027724 -0.00027724 0.00277450 0.00903120 0.00097064 0.00097064 -0.00263220 0.00013863 0.00041593 0.00138680 0.00541390 -0.00484610 -0.04578300 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3550895 6.7920471 8.4615065 7.5464670 -0.9222101 9.6730596 9.0100170 7.8202798 9.3363682 11.2251184 9.9201524 7.3257300 5.5535356 9.8640717 4.4353552 5.0085407 10.4303974 5.6169605 -0.9222101 7.6665166 4.2872580 0.6627524 8.3724228 8.3398972 11.8133857 10.9895686 10.8933096 7.4744068 1.3997180 NA -0.9222101 9.6227666 8.6925119 9.4914300 1.0777899 6.6777154 9.4397459 10.2496044 8.9831892 11.4943358 9.0085396 8.1001698 10.7337800 3.2477301 10.1351171 9.1546176 6.8979809 7.0664864 9.4871931 5.8326900 12.8966839 10.8167388 9.5372337 13.7615096 13.3312057 7.2823731 8.6702593 9.9011693 8.0579419 10.3114218 5.4353552 13.6392094 5.1001703 9.8268335 2.2477149 NA 9.3906851 7.7851614 13.6787023 10.3269156 13.8238440 9.2969706 8.6869809 13.5129515 10.1869798 8.6150204 12.3150121 11.9115679 12.5440061 12.4575866 10.7216584 2.0777899 10.6538140 9.6101580 10.8472268 8.7590406 8.2626774 10.0122302 12.7993286 9.4506671 11.4290147 5.1652648 6.3632044 8.8722181 10.9884449 12.7799748 8.6033229 -0.9222101 NA 9.7954787 12.7236857 11.1245612 7.1057085 10.8726241 11.54158192 12.71340692 10.98956863 10.65097597 10.70670330 6.67025967 11.07038651 5.07780270 9.16526504 6.78516079 9.60723265 6.10017032 8.72526059 12.58619367 8.67771506 11.43919768 10.19739180 2.39971798 14.78930781 6.85699565 6.85258943 8.23105026 10.29999327 7.94198835 5.47012033 8.97715912 9.86325459 8.98919408 11.85155952 6.02031773 10.42597703 7.80231602 4.66276378 10.53979315 10.84681351 10.40871908 NA 11.69664645 9.61599114 4.53723393 9.85587932 3.47012033 8.96806655 6.83935372 9.60625622 9.68809799 9.64385619 8.89158323 2.07778989 10.81800450 10.91975958 10.84308824 12.49116562 10.45772202 10.76430269 10.62951044 10.50773192 7.21735384 8.08902933 10.05936947 10.43700265 -0.92221011 0.07778989 NA 10.14926457 11.32953900 9.32454264 3.32573179 9.03054327 8.10294152 11.34048427 TCGA-5P-A9KC 51 0 NA 377 kidney NA t1b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 NA NA 4 4 1 4 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150168e-06 4.855218e-07 10.5263157894737 17.1052631578947 23.6842105263158 31.5789473684211 17.1052631578947 7.9219629 9.7074585 10.9439413 11.5309796 9.4713366 7.0198098 NA 9.2887371 8.4984639 0.5040610 3.7824715 5.0432701 6.7941299 7.0663529 7.1407347 11.5287307 11.7547049 2.0890574 8.1533666 10.0923566 11.7854610 13.2698405 10.8739804 10.7799439 8.3496006 5.6740340 7.7377300 13.6796990 2.8260298 1.8260298 5.3989283 10.1791853 10.4042225 10.5447426 2.8260298 1.6740538 8.7050092 9.1030934 10.4709764 6.9838908 7.3178919 2.6740312 9.8428469 11.4023339 6.5097354 9.8872747 7.8506244 9.1224959 8.7353316 9.4087450 8.0198103 4.6538568 11.1807287 10.1747667 10.3829278 7.2114698 NA 11.2563886 2.9510282 9.7401545 7.4727769 1.8260298 11.1714438 9.4407483 8.5915732 9.7253230 1.5041119 6.7708964 10.9942092 6.5648065 12.1733277 10.7040894 3.9635389 5.3989283 10.7268933 11.3690703 13.4175609 9.1289058 7.0393863 15.9333128 9.4517473 8.0237466 10.8894336 3.5485106 8.8561538 7.2952730 12.1027446 3.7895102 13.9045563 2.1967644 8.6017608 9.2123322 8.6926992 8.5125390 5.9387398 8.6976359 11.1472790 13.2211978 8.1551623 14.3370847 6.0663519 10.8432813 6.1261614 12.1341500 NA 5.4583065 14.0550676 11.8584976 8.2722948 3.2590012 8.7871987 12.4244633 5.9635412 11.6658722 9.5498701 6.9135010 9.6576625 9.4034673 -1.4957356 9.1667787 8.3958940 10.8141551 10.4910191 7.8147234 9.7532239 11.7568498 9.4034673 12.7813979 NA 0.5040610 10.3021771 10.6871254 9.2088786 11.0158631 NA 5.5593939 3.5485106 13.4459375 13.0574397 9.8616625 11.4733171 9.5430295 9.3542972 10.7511478 4.6740369 6.8305406 6.4407479 10.7682598 9.5875898 11.6019385 10.1466135 8.7802350 9.3875174 10.7653239 3.5041119 -0.4959390 3.4110059 7.9778163 3.3620911 -1.4957356 10.3825446 10.2871086 9.9676348 9.4466249 9.5975280 1.9635481 9.5802580 7.4785253 10.2517412 9.8056067 10.0034580 8.4612126 4.5702018 4.0276760 11.1789647 8.9028541 11.1785234 11.9984660 9.7790709 8.2489442 12.6340374 9.3218936 9.2277714 9.7895126 6.8215227 NA 7.7802346 10.2252096 0.1502997 9.1148584 9.6067424 11.8326451 10.1835906 10.0359792 11.2254233 10.6595611 3.7895102 10.6471747 8.7478794 3.8964269 7.8372659 -0.4959390 6.5041103 6.4110008 12.0833085 12.3442983 10.8972327 10.2192145 10.8073204 8.4670063 3.1479742 11.0759744 9.3282737 8.6790360 10.3562498 3.2045477 6.6740355 3.0276672 0.5040610 10.5478213 1.5041119 10.5005839 2.8260298 8.4054147 5.9186677 NA 1.8260298 11.0822473 9.7141729 11.4140035 10.6699596 11.4552130 11.3039991 8.8428469 7.3820083 9.6191542 10.5219627 9.5167350 11.1506691 0.8260298 -1.4957356 -0.4959390 9.8872747 9.3574200 8.2062833 9.2969008 10.1035585 11.0670683 9.2497847 10.6091645 10.0739660 NA -0.4959390 -1.4957356 7.2887452 13.7787798 8.0393857 8.9156213 12.0017128 NA 9.7244888 10.3944089 11.7013271 7.3464605 10.4304064 10.7383291 10.0447228 9.7573670 8.4597603 12.0847223 11.1930164 10.7915343 10.2294766 7.3082416 8.4252373 3.1479742 9.3472464 3.7802366 7.5311592 10.8843009 -0.00231410 -0.00627420 0.53626000 -0.01422800 0.52608000 0.00889200 0.00000000 0.03594700 0.05096100 0.01419000 0.01419000 -0.00231410 -0.00627420 -0.00627420 -0.00207840 -0.00207840 -0.00207840 -0.00207840 -0.02999400 -0.01422800 -0.01546600 0.00838850 0.01084200 0.01084200 0.00000000 -0.00282480 -0.00981850 0.00013863 0.02904400 -0.48924000 0.05096100 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 8.599507 6.979844 7.997966 6.489724 -0.495939 10.414753 12.021903 8.972663 9.302582 11.916549 10.320294 NA 5.798732 9.348031 3.204548 8.871525 10.580258 4.570202 -0.495939 6.258997 4.826040 1.311445 8.436325 7.054857 10.739511 11.528731 11.115230 6.612636 1.089091 NA -0.495939 9.868245 6.183590 8.892128 NA 5.232031 9.16410644 9.74847432 8.59818801 9.24978474 9.88240523 9.43410860 10.41662560 4.69393294 10.09610026 9.92670087 6.40497803 4.89642686 9.62175355 5.59157471 13.71725264 11.03670985 8.92512327 12.74184324 12.38196969 6.66398213 10.44405691 10.11605734 9.18006753 10.01586312 2.67403121 11.84284683 5.19061091 10.20281512 1.82602979 NA 10.82547488 9.47637237 12.70569837 9.11144087 12.78139785 8.98490061 8.38828082 12.68642721 11.63917839 9.54302950 12.07527052 11.60193849 11.06205275 12.70898722 10.36403340 0.08909132 10.65987739 7.31789192 10.65924492 8.90285412 7.44744613 9.66650186 12.29913542 8.69516982 11.32208937 5.43484837 7.49279535 8.32428948 11.84019853 12.14311193 6.28547065 NA NA 9.94757207 12.65932396 10.90123687 6.16232284 10.89212771 11.439276 13.547565 11.528731 10.092357 10.873980 4.259001 10.842568 5.780234 8.355859 6.775573 9.861662 6.509735 3.458303 12.645486 8.838384 10.944461 10.337396 1.963548 13.962645 8.174218 7.422974 8.594091 10.609364 7.909252 1.311445 8.527865 10.344101 8.551235 10.637253 7.077758 10.271053 7.708682 -1.495736 12.383311 10.456488 9.491375 -0.495939 11.641262 8.962517 1.089091 10.016357 3.789510 9.372161 7.617852 9.597528 9.656611 2.504112 8.590247 2.089057 10.225210 11.354657 10.229477 12.083309 11.791679 11.756776 10.356250 9.986414 6.900715 6.027672 9.300150 8.518131 0.504061 -0.495939 -1.495736 9.869886 11.222733 9.385989 -1.495736 9.724489 7.839500 11.178082 TCGA-5P-A9KE 70 0 NA 824 kidney NA t1b nx m0 male 2011 NA no NA kidney papillary renal cell carcinoma 60 NA white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011448e-06 7.629629e-07 8.53658536585366 19.5121951219512 18.2926829268293 34.1463414634146 19.5121951219512 9.5284604 10.8525006 9.8710261 8.7947206 9.9094089 6.8786469 1.8507594 10.0477791 8.7947206 NA 1.3101656 4.6056306 5.7333842 4.6056306 6.0106120 9.9877317 11.6762958 7.2558821 11.8757071 9.6312804 11.3055540 14.5423168 11.0458052 10.5871426 7.4394553 4.7333815 6.8222840 12.5520471 4.8507394 NA 2.8507394 9.7387228 10.7640041 10.0891454 6.6386430 NA 8.2537525 9.4139370 9.7785186 7.3860159 5.5372401 6.4281692 9.2505526 10.8401351 5.4945980 10.2791008 8.2126846 10.9553394 9.0068237 7.9670844 7.8394255 3.8049415 9.8280206 9.9838829 10.0998540 7.2936841 1.8507594 11.3225047 1.4356819 8.7440423 7.7272575 6.6056277 11.4693555 9.2569455 8.4357032 10.0150946 3.7087170 6.6580958 10.7118276 3.3743023 11.3840704 10.4110735 8.3782177 3.9382011 9.0879385 7.9302252 10.0939147 9.2696473 8.3101724 16.1046620 10.6122919 7.8251553 9.9579577 4.0206622 9.3091473 7.8107426 11.7838780 2.6580972 12.6661239 4.0262689 8.5388861 7.5053765 5.7333842 8.9696818 2.7576207 9.6532569 8.9288914 12.4774764 6.9328891 15.0949794 4.3101729 9.1255731 8.8758802 12.4661404 -1.1491206 6.6836305 14.4456484 12.5164097 8.4599193 5.8394255 7.6709196 11.4031696 8.9605714 10.4445985 6.4281692 6.9592648 8.2895325 9.7226458 5.7576314 9.3976351 8.5017922 10.5550766 10.4048498 8.7009276 9.4243878 11.3883061 9.6637202 13.7125061 2.0206622 5.2936832 11.0918300 9.5659134 9.7500976 10.4483277 NA 2.0206622 1.8507594 13.8834321 7.4873650 10.2055410 12.8186873 7.6089637 11.0225429 11.0948071 3.9382011 8.4800971 5.9487737 10.9864499 11.4077256 10.7133431 9.7356743 8.9709784 9.4034098 10.5507468 1.1726795 0.4357353 4.5786610 9.2988569 3.7087170 0.8507194 9.4110735 12.3793168 9.1069494 10.7368182 8.7799990 0.4357353 9.2082927 7.9979455 10.8114558 8.9288914 4.2770028 9.3505865 5.0206666 4.2770028 11.6253218 7.5684168 11.4371114 11.6958386 8.0479571 9.6435310 13.5089521 9.1905907 9.4755361 9.5026892 8.5407387 NA 6.9382034 10.3320355 0.8507194 9.6318217 9.8903452 10.7939880 8.8136366 10.0287830 11.5348318 10.4243878 1.8507594 10.6201653 9.2922636 3.3101656 7.6677240 NA 8.2936841 5.2601311 12.6867910 11.4672895 9.8042096 10.5709849 10.4272249 9.3415915 0.4357353 11.1692637 9.3335485 8.1430622 10.2627811 2.4357086 5.7814777 3.3101656 4.5786610 4.6836291 2.8507394 10.6867910 1.4356819 7.4580711 5.5786610 NA -0.1492806 11.7536810 10.7972814 11.1257011 10.4058090 11.5109594 9.2115878 6.8394255 6.3541683 5.5786610 10.0741391 9.5922075 10.2838044 7.1081282 -1.1491206 -1.1491206 9.7287916 9.4515827 8.3918373 5.1726675 9.4599195 11.3119642 9.6756993 7.2595795 10.1367207 0.4357353 NA -1.1491206 1.6580972 13.9420934 6.5786610 9.0540887 10.3787063 1.1726795 8.3545663 8.9907013 11.4830543 5.8619678 10.2257801 10.6597048 9.9902921 8.9342198 8.9474558 11.1530939 10.4686672 9.9308919 10.6848165 7.3860159 9.2938811 2.3101656 8.9382034 3.9800253 6.6820479 11.6077139 0.00000000 0.00221930 0.00430210 0.00069327 0.60810000 -0.00110870 -0.01147300 0.55018000 0.06308000 -0.03830600 0.00000000 0.00000000 0.00402430 0.00221930 0.00430210 0.00430210 0.00430210 0.00430210 0.00578670 0.00069327 0.00402430 -0.01684100 -0.00774820 -0.00774820 -0.01147300 -0.00290910 0.00235810 -0.01161100 0.56952000 -0.05576900 0.06308000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 9.7983775 6.8675493 7.1499483 7.7572406 0.2783417 9.7326194 10.1192826 8.1607397 10.7954527 11.4515503 10.5980945 3.9382011 6.1361422 10.4048498 1.4356819 8.0747425 11.0510262 5.0206666 -0.1492806 7.1636235 3.5511838 1.4356819 8.4167946 7.1816572 11.0443831 9.9877317 11.6447462 7.2344448 -1.1491206 1.8507594 -0.1492806 10.0644524 7.4837360 9.0169038 -1.1491206 5.4053287 8.9722742 10.0436499 10.0023914 10.3254606 8.1081287 10.3928052 9.9664346 3.7087170 10.0491857 9.1361429 7.2126841 4.1726715 8.9644827 4.4654521 13.6680241 11.9026293 8.8294510 13.2756942 12.6787779 5.5786610 7.7149269 9.8751878 7.8591695 10.5744016 2.4357086 13.2648312 5.9800230 8.7257221 -1.1491206 NA 10.6669243 6.6386430 12.9777677 9.0686982 13.7125061 8.5922077 8.3465957 8.4034096 10.5705572 7.6089637 14.2688897 10.7133431 11.1599328 12.7522675 10.0442660 -0.1492806 11.1393184 7.7272575 11.5033616 7.5684168 7.3898997 9.7440422 12.5417207 7.6288181 11.0879476 5.3743023 7.1545214 7.6288181 11.7116336 11.9769611 5.9382034 NA NA 7.1950365 12.5766394 10.4593235 6.7755537 10.6488074 11.8619679 12.0388658 9.9877317 9.6312804 11.0458052 4.2082909 9.8186873 4.4357019 9.6279960 2.9382105 9.0879505 5.4945980 7.7991080 11.5544236 9.5398651 10.9067009 9.6180975 1.1726795 14.9165354 8.0583409 6.3183458 7.8791439 11.4670597 6.9168301 3.0986722 8.6189250 9.6337389 10.0295984 11.6820479 5.7814777 9.7164740 7.4506537 -0.1492806 11.6187181 11.2611920 10.4841900 NA 10.9806676 8.7485860 3.0986722 9.8158034 1.6580972 8.0454976 7.8049370 8.7799990 9.7570526 3.0206622 8.9500884 2.4357086 10.3320355 10.5803614 10.2344449 12.6867910 11.4559886 11.5289006 10.2627811 10.9527163 8.2791007 7.7903198 9.6930910 9.8034818 -0.1492806 3.3101656 NA 8.2301189 11.7258545 8.1291903 0.8507194 8.3545663 9.4014873 10.4520471 TCGA-5P-A9KF 53 0 NA 845 kidney NA t1a n0 mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA NA 5 2 1 4 9 1 4 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8828224 10.0192753 10.5383372 8.4030321 9.6872404 7.5492957 -0.2515388 9.8227249 8.6850340 -1.2515388 0.8891620 5.2875536 7.9307906 4.8358584 8.4083917 10.0618460 11.7130979 6.2952914 12.1181297 10.4088377 11.7254970 13.4925109 10.9201983 10.9298589 8.4401395 6.8036791 6.1577875 11.2259013 6.0882455 4.7927877 4.5386437 9.9076367 10.2885241 10.5765325 4.5032851 1.5557671 7.7540203 9.0186915 9.7149015 7.1620237 4.9772158 7.4066072 9.1256067 10.2860998 2.0703206 10.3931536 7.8543043 10.8395008 8.6017054 8.4609231 9.5049524 2.0703206 9.1954793 9.8431336 10.3931536 7.6340922 1.0233973 11.0919565 2.5244900 8.3217022 8.3922522 2.8358635 10.6560379 8.8278809 9.0057840 9.5610708 2.9963164 7.3520222 10.3772972 -0.2515388 12.2317080 11.5001493 3.1407132 4.8358584 8.1933696 12.1424567 9.9038468 9.2826988 8.1683562 15.4805104 9.7206579 8.7982446 10.2256484 4.9183194 9.2160015 8.1788486 11.8986193 4.9772158 12.7646820 4.6231938 9.3516422 8.9307903 5.7025911 8.7968829 0.7483754 9.5198855 9.3342974 11.7970532 6.7370810 14.2262902 5.3333593 9.4401395 7.4030316 11.2996236 NA 6.7707643 14.7257207 11.9602843 8.9145591 7.3182518 7.2362362 10.9760120 9.0826693 10.7156223 8.0221913 6.7982450 8.7427493 9.2561908 NA 9.9474549 7.1321007 9.8477439 9.9095279 8.4505688 8.0770710 10.7422437 9.4155075 13.5900586 NA 3.7927929 10.5391517 10.4683837 9.2452499 10.3822995 NA 5.7256757 3.8358635 13.1875127 9.0510349 11.1128043 13.5862703 8.0860178 10.2241294 10.8975080 2.7483968 8.5701699 4.6791310 9.8205286 11.2907025 12.1932543 9.8404925 9.1026455 8.6552867 10.8424737 3.2078304 -1.2515388 4.7927877 9.2382440 2.9963164 1.7483754 10.5653796 11.7121952 10.2788023 12.5700704 8.9369847 3.4488349 10.3187262 7.6938396 10.6369300 14.2860088 3.8776755 8.6953024 5.3333593 4.4763169 10.7174227 7.7845694 11.4166162 11.9489882 7.3333584 9.6149023 12.6596007 9.0233566 9.8821804 8.8371842 9.0116653 NA 7.3144500 10.1609659 2.8434814 8.9526615 9.0116653 10.5573602 8.8725173 9.9462270 11.1535375 10.5194728 2.4488481 10.3972029 8.8624638 3.3922487 8.1492756 -1.2515388 5.6063771 5.4066081 12.3626458 10.8975080 9.4057144 10.4021368 10.9784165 8.6835610 -0.2515388 10.9516003 9.5182340 7.7170629 10.4194948 4.4488349 5.1746621 4.2078304 6.7250458 8.6597879 2.2078304 10.3566508 NA 7.4243528 5.5599965 NA 2.4488481 11.4175026 10.6152886 11.6135493 10.3949547 12.2402491 8.1103398 8.8516838 6.8664543 8.7242440 10.0081394 9.5820769 9.6857699 9.2047504 0.7483754 NA 9.4839520 9.9627152 9.0904708 6.3704485 9.9826147 9.8117911 10.1625527 7.0881564 9.7199396 NA 0.3333092 1.3333665 NA 13.4898630 6.8305456 9.2006373 9.9633222 0.7483754 8.2875549 8.1620242 11.2890084 9.3473791 9.0680680 10.6405593 9.2180379 10.4484021 9.2758731 10.9751092 10.6145158 9.9245692 10.6597880 7.5589678 9.5283369 1.0703206 9.7838826 5.6552860 9.0305579 11.9567828 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.001653 6.977215 7.841153 7.963880 -1.251539 9.856267 10.060712 7.268818 9.155664 11.562818 10.080992 2.207830 5.631040 10.180938 4.207830 7.948068 11.227671 5.333359 -1.251539 8.982016 3.271963 NA 7.930791 9.068068 11.569664 10.061846 11.478915 7.597019 1.070321 1.555767 2.333366 10.072014 8.114718 8.838508 NA 5.174662 9.631803 9.909528 10.147674 10.310638 8.474614 9.446232 10.494070 3.503285 9.701865 10.542406 8.411954 3.207830 8.727106 6.851684 12.897905 11.809936 9.586024 14.374704 12.715442 6.819858 8.203723 9.826547 8.649263 10.313498 4.105946 13.729116 2.918329 9.332419 2.333366 NA 10.328183 7.275873 12.877357 10.576533 13.590059 9.302985 8.232212 9.825879 10.475466 8.086018 13.635426 12.193254 11.403703 11.895919 10.252222 1.555767 11.721914 10.296736 10.291911 7.784569 8.528115 9.729250 12.148608 7.955410 11.276117 5.898143 7.895601 8.127775 10.882822 13.771414 8.830545 -1.251539 -1.251539 9.211920 12.341787 11.219716 7.406607 10.374105 11.8322077 11.9446908 10.0618460 10.4088377 10.9201983 5.0703249 8.1015429 3.8358635 9.3464486 3.4488349 8.9492948 2.0703206 8.7900552 11.6325093 9.2532150 11.1171753 10.0464586 2.2078304 14.9950067 8.0021489 6.7982450 8.1665016 10.5178206 6.6672592 2.0703206 7.3850203 9.6371393 8.6929763 12.1182659 5.8879468 9.3804825 6.3850203 -1.2515388 10.8288805 10.7174227 10.1673027 -1.2515388 11.1654574 8.8956010 0.3333092 10.0010615 2.0703206 7.0521768 7.3220435 8.9369847 9.5396160 -0.2515388 9.2291863 0.7483754 10.1609659 10.7921069 9.7617188 12.3626458 10.7356600 10.6835611 10.4194948 11.0084335 7.4763169 7.9772147 10.1136248 10.1119833 NA 1.5557671 NA 9.0669389 12.2720560 8.3813911 0.7483754 8.2875549 8.3201489 11.0311949 TCGA-5P-A9KH 77 0 NA 2051 kidney NA t1a nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 1 NA NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4.508417e-07 2.427609e-07 40 20 5 35 0 8.6073987 10.0933138 0.8862770 7.9394105 11.3449112 5.3457299 2.8122928 9.0636494 8.5727999 NA -1.1726687 2.6518439 9.3813550 8.2543692 6.6987977 10.7289642 10.8905200 8.7762596 6.1035312 10.2014491 11.8145217 14.3970241 11.3614249 11.1052259 10.6531596 5.9737628 8.3375104 6.3652708 NA -1.4355731 4.4884700 8.8727106 10.0166126 11.4510206 3.2648066 -0.4355731 9.3909200 9.2207962 9.1558937 7.8862996 4.1189577 3.0879380 9.8358344 10.5229242 4.7342977 9.0928256 5.6833119 9.4019994 9.3980521 9.7597436 8.0135203 2.5643782 9.2956904 9.6230396 10.3362735 7.8862996 1.5643782 11.7746075 NA 8.8744958 8.9448324 -1.4355731 10.9956078 9.5706974 8.3620328 8.5503270 -1.4355731 5.8681534 10.1572955 NA 12.3818548 9.2534958 4.2648141 1.5643782 11.7474655 9.4607039 9.8630067 9.0830245 9.4153395 13.5414277 9.9577618 8.0562248 7.1151186 5.4470138 8.6264176 8.6637193 8.4576731 3.7738276 9.3159155 4.1826129 7.1770557 2.2648066 9.1025602 9.3250913 7.0996466 9.9070016 9.5171127 12.3720282 8.0340132 13.6773264 4.6518324 10.4931896 9.4207969 13.1200390 -1.4355731 3.3717261 8.5200214 11.8899580 8.6451890 4.7541980 8.2871791 6.5243740 5.5185666 11.3958766 9.5221990 9.8282274 10.7928895 8.7726059 NA 10.8378756 8.5200214 11.3366860 11.2888853 8.9588340 8.0441515 11.8093461 9.8451422 13.4731393 4.4470171 -0.4355731 9.4622168 8.1761522 7.7417912 10.8078430 -1.4355731 5.6304608 6.2922922 13.8249970 1.7343086 10.4798773 2.4712655 11.0830246 10.5881257 10.8698632 1.3717261 6.7442809 8.9459143 11.1802309 10.5597853 11.5457746 11.1439231 9.2464881 7.6196536 10.6528284 -1.4355731 -1.4355731 4.8681534 8.4500676 3.2082207 1.3717261 11.4355066 10.9047779 8.6210090 8.8358344 10.3917141 NA 10.4374309 6.6936542 8.8523722 8.0820410 4.8122980 8.9958689 4.9394100 3.8001026 11.9419886 10.1483943 10.4902967 10.1251819 10.8491955 9.3472551 13.0957529 9.1864233 10.1740119 12.2166562 3.1493407 -0.4355731 9.8783882 10.0522114 11.8881608 6.7868276 10.0800712 9.3757460 4.3717261 10.8772544 10.7172900 10.8425304 0.8862770 10.5156561 8.4834285 2.1493244 4.5185666 NA 8.5741999 7.6936542 12.3713237 9.5657796 6.8681521 8.5544753 9.1361240 10.2407693 5.9989988 11.2599738 9.4644835 7.3325558 11.3982498 3.9566886 4.5643721 6.3717261 0.8862770 3.3192566 7.6143558 12.3847498 2.0237876 8.2385638 10.8709543 NA 0.5643294 11.3739386 10.5297950 11.4368539 11.3461409 11.8641518 10.4580521 11.2777042 5.2787542 9.0898922 11.6975136 10.2176644 11.1521489 -1.4355731 -0.4355731 NA 10.6070568 9.5523459 10.8099241 NA 11.5395029 13.0822253 8.4772608 8.9045666 9.2543694 -1.4355731 -0.4355731 NA NA 12.7382047 8.8158540 9.2888852 11.2429716 -1.4355731 8.6715885 8.9540994 11.7788423 5.4223508 9.8578431 10.3490063 10.0537177 8.8075452 8.6715885 11.8176280 10.8707180 10.5337579 11.2912282 7.6781135 9.1654271 6.6936542 10.7631234 3.6977738 8.7352229 9.8952882 -0.82007000 -0.79017000 0.02495400 0.02128400 0.01293400 0.00037765 -0.83801000 -0.82081000 -0.30216000 -0.82242000 -0.82242000 -0.83098000 -0.79223000 -0.79017000 0.01894300 0.01894300 0.01894300 0.01161200 -0.00622860 -0.03258700 -0.83929000 -0.01393800 0.00499690 0.00499690 -0.84050000 0.00856150 -0.00183210 0.01628600 -0.00138580 0.03326700 -0.30569000 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 10.6381782 7.3225943 8.4951087 7.3736891 NA 9.1928170 5.3845507 7.2799560 9.7172900 10.9341269 10.5742000 0.1493894 5.0073166 9.5495017 0.5643294 10.1864232 9.9274110 4.9394100 NA 5.9989988 1.7343086 NA 9.8140774 7.0800713 10.4315575 10.7289642 11.1201612 8.8795211 1.3717261 -0.4355731 5.9566886 9.4331940 8.6451890 10.4675001 NA 4.2922885 8.5243732 8.8840435 8.0996466 9.2999274 8.7013626 11.1177607 10.4489236 2.8122928 9.6891389 8.6584489 6.7786909 6.0721658 9.4385844 5.5416511 12.9562862 12.8370741 9.2118299 13.1216556 13.3002976 7.1530858 7.2438518 8.5558932 4.1493325 9.5881258 10.0390914 11.7473864 10.2764684 7.2820478 0.5643294 NA 9.4035751 7.9779994 11.1078866 9.0083510 13.4731393 8.6155804 10.6800653 11.3678971 7.6438562 11.0830246 14.8163900 11.5457746 8.7492466 12.8538860 11.2429716 -1.4355731 10.1855076 8.3781526 10.0067966 10.1483943 6.6250673 9.0350303 12.5644595 8.5487899 11.8486157 4.9906373 7.3555343 8.1151181 11.1347015 12.2187837 4.3192566 NA 0.5643294 12.6237159 11.3261304 11.0696818 5.2648104 11.5648997 12.1390832 13.3523250 10.7289642 10.2014491 11.3614249 3.6518324 7.5502135 3.9219218 8.4787567 4.0879295 9.9874873 4.7342977 5.9822247 12.6639493 9.0145517 11.9373725 10.5569557 3.0238054 12.2102550 5.5533974 7.1493336 7.5610427 11.4690060 8.4192397 3.2082207 11.7904825 10.3829536 10.4266213 10.2781875 6.0155823 9.8027761 6.8908005 0.1493894 8.9641834 11.0137780 9.7486269 -1.4355731 11.4553956 10.6901077 -1.4355731 7.7591285 2.5643782 9.8515065 7.4347358 10.3917141 10.0091586 2.1493244 10.2927171 10.0766180 10.0522114 12.0150672 10.4470145 12.3713237 10.6073987 12.4819300 11.3982498 9.2314831 5.0073166 6.0238031 10.5214734 11.1825274 NA 7.4098619 NA 8.9989996 11.2423046 10.8051627 0.1493894 8.6715885 7.2543692 10.2944170 TCGA-6D-AA2E 68 0 NA 362 kidney stage i t1b nx mx female 2013 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 3 7 4 4 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.9524873 10.5421569 9.7340186 10.6599218 9.9390670 6.6492964 0.1100959 5.5014232 8.6415186 NA 4.3862591 4.2800655 6.6492964 8.5426790 7.3437569 10.3473471 11.5494486 4.8105768 10.8865701 10.2290782 11.6495383 15.0232336 11.0952675 10.7860941 7.5939528 6.1435608 6.5447651 12.9981193 1.1101628 -0.8897704 7.0467748 9.5279897 10.0034386 10.7768049 3.7539895 0.1100959 8.1896220 8.9540581 9.9820424 8.0672391 3.7539895 3.6951030 9.4808245 10.9673406 4.6647274 11.4351614 7.9712239 9.8683604 8.9398598 8.3932253 8.0049547 4.9174938 11.0364331 10.1234598 10.6589591 8.2342584 2.6951030 11.0988573 1.1101628 9.3796262 8.8018807 NA 10.5726394 9.1896220 8.0319779 9.5222941 3.9174890 5.8914970 10.5337783 -0.8897704 11.8151214 11.1342379 5.0643354 2.2800655 8.3954005 13.9959765 10.2731578 8.7266858 8.2850628 14.7397499 10.3232414 8.1654196 8.6531690 4.8380593 9.2775552 7.3909075 11.8269566 3.1975981 12.9248197 2.7295528 8.3001841 10.4167685 8.7878569 8.9866541 9.9398598 9.8044950 7.8448470 12.5976004 6.8980402 14.7137582 6.0526506 9.4098947 10.3116484 13.3895301 NA 7.3533109 12.2657459 13.3823295 8.7266858 11.0834757 10.1331984 9.9350958 7.3628021 11.2522442 9.2381315 7.0110036 8.3171516 9.5227071 0.6951030 9.3932255 9.8541300 10.6965078 10.5551520 9.0185299 10.2075109 11.8141834 9.7458553 12.2660621 3.1101293 1.1101628 9.8174963 9.3475981 9.6492959 10.2355506 NA 3.3580586 4.1101377 13.2473684 7.1101367 10.2781824 11.2075109 7.9142679 10.2769279 10.8499177 2.4320775 7.5237650 5.6799923 10.7458552 10.2579780 11.7609398 10.0541171 8.4654880 10.6918085 10.6903957 6.1101377 2.4320775 5.6019906 9.0701389 3.1975981 0.1100959 7.6415186 10.8947720 8.7843293 10.1775715 9.6258370 2.1101293 9.8456931 7.9142679 10.0979198 8.3651658 6.4588659 9.9743232 5.6492964 6.7394944 10.7918148 8.3628026 11.2747298 10.2153909 10.6149561 9.7599950 12.7376710 9.0170277 9.6502652 8.8140405 10.5598016 -0.8897704 8.3122608 11.1255522 3.2800655 9.1571109 10.7719152 10.6570316 8.6356579 10.3885866 10.8014444 10.2219248 4.5024515 10.3891672 9.1822563 4.3580657 5.0170266 NA 9.1815995 6.3389556 12.3374522 9.9657843 9.4709842 9.9750971 11.3455531 9.2394202 4.6950974 11.1129591 9.4992306 7.8650249 10.5598016 2.6951030 5.1101377 7.1269450 4.0643310 7.0701392 3.2800655 10.9438178 3.5024579 7.5654647 7.0185897 NA 2.9174890 11.3137910 10.8049303 11.1276415 10.4786435 12.0712250 9.4024587 8.3556898 6.6172970 8.9805018 10.5179360 10.2763002 10.3669356 3.3580586 0.1100959 NA 10.2850628 9.3604356 7.7896171 NA 11.2130970 14.0446112 10.4410540 8.1090095 9.0260165 NA 1.1101628 -0.8897704 -0.8897704 14.3477579 6.9988803 8.8633537 11.3350432 0.6951030 9.1297279 8.9951775 10.8372067 5.9174914 9.9532731 10.2206204 10.1633843 8.4588651 8.9866541 11.1836093 10.0665133 9.8600065 10.6139628 7.7321891 8.9743234 5.7966367 9.3909080 3.8893957 7.8438645 10.1721832 0.00180300 0.00430210 -0.00277070 -0.00124730 -0.00181260 -0.00415460 0.00332990 0.00194180 0.00291330 0.00180300 0.00180300 0.00180300 0.00430210 0.00430210 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00138580 0.00055459 -0.00263220 -0.00138580 0.00180300 0.00180300 0.00263570 -0.00138580 -0.00636680 -0.00083160 0.00263570 -0.00124730 0.00291330 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5088808 7.8683602 8.2775552 7.6508464 2.3381962 9.0888476 2.5695640 9.8562903 11.8452700 11.5762977 9.8988554 3.9174890 5.1975981 9.9935442 4.1101377 9.3036625 11.2894242 5.6492964 -0.8897704 6.7896171 4.7539949 -0.8897704 8.2624219 7.2394200 10.5714478 10.3473471 11.2402829 7.2394200 -0.8897704 0.1100959 -0.8897704 10.2225766 7.4981543 9.0759214 NA 6.4851772 9.1694816 10.6814157 9.3580646 8.5195281 8.3365494 9.3377530 10.0110040 1.9175081 10.1227616 8.6336989 6.2186611 6.4047584 9.2225766 8.2186616 13.4650752 11.8537093 9.0004015 13.7327038 12.6572726 6.1101377 9.0049550 10.2592491 6.3769241 9.9358909 4.6950974 12.7525273 6.6647260 9.3874246 4.8105768 NA 11.1627052 6.5695686 13.2540783 9.3085823 12.2660621 9.1896220 8.8105768 7.3389556 10.8036241 7.9142679 14.8941584 11.7609398 11.0751999 12.6629263 10.1352767 1.4320508 11.3070466 10.4184762 11.7035282 8.3628026 7.7611889 10.2193148 12.5599306 9.2471281 11.5192629 3.1101293 5.3195890 8.5757034 12.0190926 12.3909079 5.9430282 -0.8897704 -0.8897704 9.5322018 12.0310482 10.8707697 6.8105768 11.0577741 11.8976316 12.1750483 10.3473471 10.2290782 11.0952675 6.2496880 8.1572610 3.0170311 9.5269346 5.5364011 9.1748800 4.6647274 4.6019876 12.4130559 9.3305154 10.9094187 9.6189223 2.1101293 13.3366998 4.2459976 5.5195293 7.2228896 11.3995797 8.2471281 3.8650280 9.2800620 10.1192659 11.7887373 11.1926189 5.2186611 10.1463108 10.1164631 -0.8897704 13.0556724 11.1552142 10.2881794 NA 11.4303736 9.6454126 2.8105871 9.3874246 8.7966377 8.3122608 8.2649553 9.6258370 9.3159792 7.0467748 9.6238647 4.0643310 11.1255522 10.8845124 10.1694816 12.3374522 11.5421569 12.0798834 10.5598016 10.0924177 7.7248467 7.0874172 10.6690361 9.3943829 2.9174890 6.2411709 NA 9.4024587 12.3439410 9.1829395 1.4320508 9.1297279 8.3220255 10.1290327 TCGA-A3-3306 67 0 NA 1120 kidney stage i t1b n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 4 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.69376118 10.51342926 9.53673988 6.72233077 10.04496535 8.19965223 NA 10.22236372 9.30375244 NA 0.31892416 4.90788571 4.85725947 8.37183283 7.50523198 10.23043577 11.75402467 7.25447594 10.49025503 11.80541842 11.62497137 14.91578458 9.83372170 10.57982343 6.34452495 5.99241950 7.64981805 11.76593121 7.71878971 NA 5.61975926 9.86848707 10.26907348 9.76586687 1.37183762 1.04990952 9.21229623 9.23105722 10.46247477 8.32835449 6.40745643 11.24773589 9.89617889 10.85564880 6.04990517 10.42819977 2.21983452 9.46247467 10.51138432 8.09702869 8.15319277 0.04990952 10.77356585 10.13138833 10.41458673 8.27149197 NA 9.92181015 1.82810347 8.38975479 7.70454071 1.04990952 10.96839551 9.19456309 8.33067581 9.74086315 1.63487202 6.18945692 9.02001069 -0.95009048 9.09839166 10.52665113 10.83249369 3.85726444 11.50108510 12.04779005 10.46775745 9.34647695 8.50933639 16.40146533 9.38194153 8.93101875 10.12002580 5.00410134 9.68834089 7.70811618 8.88595530 2.50934114 12.89490482 1.63487202 7.72529740 9.54775673 9.27390654 9.31082451 -0.95009048 9.27511230 9.09293231 12.61952322 8.69556343 13.55067274 8.84106769 11.23644634 7.12136774 11.27691912 NA 3.95680012 12.47957316 12.36080166 6.90165374 1.63487202 9.44436766 7.37633467 10.46300391 10.43899847 8.85080474 8.17918806 9.31082451 9.70811635 NA 9.63392792 8.39863297 9.41622709 10.84675570 8.61595878 7.41184906 11.65786394 9.16624896 13.18785663 -0.95009048 NA 9.94699397 10.95077174 8.92642172 9.68652959 0.63487202 5.15842994 -0.95009048 14.30567116 7.01568935 9.67743883 13.63310522 9.28352457 8.86528818 9.00264627 4.09429520 6.81808873 10.95265688 10.77527117 10.68788819 11.37927238 9.91718364 8.66277339 8.52361057 10.90243443 NA 0.63487202 3.50934114 9.01568907 NA 1.04990952 9.50625937 12.45650853 10.00482818 10.12538402 8.42276996 0.63487202 9.88595530 8.19711002 8.72041939 9.35938126 6.02718502 9.88595530 4.25935535 4.09429520 10.46511853 8.77100409 11.55497211 11.02825785 12.22903646 9.68743552 11.74273831 8.36051748 10.97286092 10.12002580 11.43306919 NA 7.19456284 12.31756945 12.95254947 8.55299525 9.30020336 11.61762334 7.03289869 9.19965198 12.17612539 10.90204425 1.85726444 10.31610580 7.49060783 5.00410134 6.98064229 NA 8.95529188 6.36278722 13.47800332 10.60257398 9.83126464 10.37633434 10.70005914 9.19456309 6.50111586 11.00915343 9.17789911 9.07642842 9.79137195 NA 4.04990081 4.04990081 3.04990952 8.55967994 3.13737236 11.41294455 5.25935912 8.70811652 6.20997771 NA NA 10.47249539 10.78926358 11.39835646 10.92065491 10.88239942 8.96429003 8.09702869 7.50510889 10.81850277 11.26179318 10.44383154 10.69826250 0.04990952 NA NA 9.71168297 9.75726399 9.47302076 5.76414973 14.80249463 13.16592390 11.05060917 5.72105543 9.92795584 NA NA 1.04990952 -0.95009048 14.35660746 7.61595915 8.66092969 10.78588399 -0.95009048 8.56560479 8.27569060 11.02754258 5.90788571 10.49491977 9.82962428 9.45929574 8.46141601 9.73640548 11.46300391 11.34768099 8.82798189 10.13537736 7.58518039 10.72409718 5.90788571 10.10586517 5.19517434 7.38578649 9.94850624 0.00875280 -0.00290910 0.03214000 0.01112100 0.00000000 -0.00027724 0.00138680 -0.00774820 -0.15413000 0.00875280 0.00875280 -0.01340200 -0.00290910 -0.00636680 -0.68490000 -0.67269000 -0.67269000 -0.67269000 0.01586600 0.01112100 -0.68579000 -0.01271300 -0.68288000 -0.68288000 0.00138680 0.00332990 0.00471900 -0.69061000 -0.70010000 -0.02246900 -0.19529000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.691 0.000 0.000 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.605 0.000 0.000 -0.635 0.000 0.000 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 -0.683 -0.683 -0.177 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.691 0.000 0.000 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.605 0.000 0.000 -0.635 0.000 0.000 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 -0.683 -0.683 -0.177 -0.177 10.07088490 5.84432037 9.94016925 6.98895502 NA 8.94775030 10.93940886 9.86962099 7.88910844 11.78109878 10.28112607 NA 7.11599455 9.54875411 NA 5.60449244 10.77527117 4.25935535 0.04990952 6.74339244 4.57346542 1.04990952 9.53472775 1.63487202 11.06879010 10.23043577 10.05010916 6.66461510 -0.95009048 NA 1.85726444 9.82798205 7.87008417 9.16624896 NA 6.26907430 9.25813917 10.41786559 7.80144905 10.86528818 7.77441876 5.72232940 10.30729270 4.63486622 9.98359562 9.85080474 6.42494392 6.78461391 10.65908362 5.94472260 13.23949786 10.51852894 9.93483860 13.08126151 13.29322768 7.42928287 8.89696233 8.99388491 7.49284821 9.70543558 4.04990081 12.34596073 8.19965223 8.72233008 1.04990952 2.21983452 10.15777576 8.55967994 13.10594984 9.74860949 13.18785663 9.88200378 8.12136722 7.97768291 11.44356350 9.28352457 16.04242287 11.37927238 11.33559608 14.32030974 10.23043577 -0.95009048 10.64422953 9.03716887 10.23849371 8.77100409 8.87327215 10.08882388 12.48609589 10.63627559 11.35168116 -0.95009048 5.47617104 5.88279465 11.31288063 12.52677765 6.93864807 0.04990952 NA 10.65723519 12.69938564 11.06419744 7.98948420 11.32719232 10.88200378 12.35311487 10.23043577 11.80541842 9.83372170 6.32602853 12.19917572 6.45929554 8.95829750 3.57347148 9.67195674 6.04990517 0.63487202 12.23678674 9.15319277 11.20977623 9.42711544 1.04990952 13.42609814 5.65545774 6.24957808 9.24235789 10.12404633 9.22732449 5.49284981 8.51954662 9.66185183 8.11060076 11.34337656 4.93254785 11.44007386 8.84594443 NA 11.36816523 10.71034652 9.51240725 0.04990952 10.19520018 9.92334903 3.75034924 9.69736326 10.92373349 9.08882401 6.81145562 8.42276996 8.88298473 3.29783704 9.07504454 2.21983452 12.31756945 10.09839179 11.25661407 13.47800332 10.98838185 11.29397139 9.79137195 10.70185354 8.21481159 5.70811549 9.27511230 9.04708437 1.37183762 6.32052800 NA 10.52665113 12.00192353 8.92948804 2.63487202 8.56560479 7.34452583 9.99461692 TCGA-A3-3307 66 0 NA 1436 kidney stage iii t3b n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA NA NA 1 1 3 NA NA NA 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9868074 10.0133034 9.8515198 6.7765383 10.2572148 8.1702926 NA 7.1870571 8.1885547 NA 0.7395889 4.3675248 7.0899906 9.9959097 8.0177789 10.7038083 12.0607021 6.9309537 9.2232932 11.1944971 11.7077707 14.0844781 9.9564894 11.2693304 7.5516291 6.1424584 7.1748798 9.8529517 5.4606345 -1.1243772 8.2266111 9.0936296 10.4685960 9.8240391 2.6830227 1.8756621 8.3554520 9.5480973 10.9783038 9.9959097 5.7336526 7.1517959 10.0100982 10.2116204 5.9417613 11.0537142 4.0851272 10.2365189 10.9008114 8.2485367 8.1092916 4.0049508 11.0452838 9.9451216 10.7406318 7.9763344 NA 10.5958092 -0.1243772 8.8798923 7.8240391 2.3351116 9.9329867 9.3785036 8.1817337 9.4802251 NA 7.0405791 8.8443386 -1.1243772 10.4441031 10.6830268 9.4283409 5.1044918 11.3964943 10.1044905 11.1871364 8.8812963 10.6870466 15.8836189 9.3564621 8.9984999 10.3524180 4.6305569 10.0562027 7.3715266 10.3498848 5.5899163 11.8099156 2.0065853 7.5078311 10.0342816 11.1035886 8.8671938 2.9631412 9.6553912 8.1259703 12.2654376 8.0126631 15.6420784 9.7810588 11.1084585 6.6504587 11.2720091 NA 0.8757014 12.6879495 12.1436289 7.9946131 5.3351045 8.4718617 9.7305403 7.4568727 10.5869086 8.8414562 8.5480971 8.9377181 8.9173309 NA 10.4830022 8.4885403 9.7598424 10.0667311 8.5249279 7.9444503 11.6839383 9.0177789 12.3868068 1.4606377 1.6830227 9.5132023 10.1547485 8.6052925 9.7429505 -1.1243772 5.8643570 2.7825553 13.5985327 9.6018900 10.5851865 12.6693768 9.3864361 8.8572392 9.0642607 4.0456002 6.5551520 11.2171907 10.6594886 9.8078867 12.1652960 10.3003631 8.6974458 8.5656699 10.6668348 4.9200646 1.8756621 4.6305569 7.9868074 2.5761109 -0.1243772 9.2850628 12.2160784 10.2009773 10.4774427 9.1964723 2.8756621 10.4945162 8.0530912 9.7466760 11.8040052 6.7945354 9.1318806 5.4755843 5.6958519 10.4765139 8.9815804 11.5213303 10.5886287 12.9192119 8.7401521 11.0158626 8.9390670 10.6729281 9.5706477 8.4128903 NA 7.8812963 11.2400801 10.9660523 9.3513649 9.4559305 11.7577417 8.3635119 10.4133756 11.3682762 11.0452838 3.8756720 10.0636425 7.7655712 5.3834658 6.5195278 NA 8.9511509 7.0304895 12.6016771 9.7022203 8.9049591 10.7625116 10.5704650 9.8356738 8.1377668 10.6806095 9.2310229 7.2850628 9.8686102 1.6830227 3.7336580 6.9471343 3.1975981 6.1140775 4.4606312 10.8583090 7.2288187 10.1533079 5.7229168 0.4605853 -1.1243772 10.5325436 10.5100292 11.3730248 10.9907155 10.9694195 8.1564426 8.2288187 6.1851946 11.7237079 11.2102245 10.5267236 11.1745936 -0.1243772 -0.1243772 0.8757014 9.7765386 8.8500865 9.3972722 7.0802430 13.3943865 14.2403195 11.1074930 7.9203118 9.9090949 NA NA NA -1.1243772 14.3657706 7.5621722 9.4455275 11.6194544 -1.1243772 8.8019679 8.8367886 11.2155219 6.8586649 10.5307553 9.6027414 9.4196703 8.4379143 8.9282400 11.5834623 10.8067787 9.3933413 10.7949076 7.6990393 9.9656321 8.1725880 10.1116860 5.3834658 8.2556565 9.7398581 0.01460900 0.00680440 0.01223700 0.48923000 -0.00069303 -0.00429290 -0.03040400 0.02398700 0.01056400 0.01460900 0.01460900 -0.01457000 0.00680440 0.00680440 -0.51507000 -0.51507000 -0.50970000 0.00978030 -0.03490400 0.00180300 -0.04753100 -0.00429290 -0.01704200 -0.01704200 -0.03040400 -0.02657700 0.00013863 -0.02835500 0.00750000 0.02581200 0.01056400 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.51 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.51 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.5013806 6.5621722 10.0139437 6.4867707 NA 8.0777958 7.8784869 10.1003007 9.6570315 11.3858055 10.3594877 0.4605853 6.3186151 9.3029848 4.2332208 8.0049547 10.6858418 5.4755843 1.1976138 6.9363682 3.7825658 -0.1243772 9.0593071 6.7885617 10.8965616 10.7038083 10.6377964 8.2288187 -0.1243772 NA -0.1243772 9.7211619 8.6171390 9.1200357 -1.1243772 6.3834658 9.563048 10.278151 7.666835 10.397272 7.911846 4.875672 10.417253 4.460631 9.862936 9.408028 5.909094 7.070429 10.459695 6.989414 13.226956 10.200415 10.354441 14.009416 12.823491 7.530308 9.190822 9.128337 7.310300 9.904959 5.548097 13.066345 9.711722 9.316541 4.941759 3.335097 10.152959 8.439821 13.015223 10.460634 12.386807 9.454044 7.555152 8.484851 11.530979 9.386436 15.370980 12.165296 11.391618 13.807471 10.686645 NA 10.703412 9.667649 10.150050 8.981580 8.193085 10.086343 12.936705 10.943778 11.627007 2.963141 5.930955 4.197598 11.176310 12.662146 6.702220 -1.124377 -1.124377 11.463449 12.838568 10.993594 7.911846 11.118846 11.366523 12.631915 10.703808 11.194497 9.956489 6.562172 11.760796 5.683025 8.764415 6.670088 9.992016 5.941761 7.426418 13.020962 8.844339 11.516595 10.773139 2.963141 14.167418 7.117369 6.453101 9.685014 10.219413 10.101482 5.383466 8.982889 11.072274 8.349378 11.342768 6.497724 11.804745 10.548981 2.197614 11.133649 10.340728 10.326883 1.460638 11.427861 9.691856 2.460638 9.921432 9.476514 9.247449 8.804930 9.196472 8.991574 3.045600 9.693455 4.301939 11.240080 10.595916 11.595061 12.601677 10.633062 11.388412 9.868610 10.955157 7.030489 6.335103 9.472793 9.277618 2.460638 6.359488 -1.124377 11.118846 11.411411 9.452156 5.233225 8.801968 8.125970 9.742178 TCGA-A3-3308 77 0 NA 16 kidney stage iii t3b n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 2 NA 2 4 2 5 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.3291079 11.6880146 9.3535957 6.5900825 10.3626724 8.1426238 6.7706546 9.1736821 9.1658562 -1.1240627 1.7574927 4.7584791 5.9202314 10.6092764 7.5482624 11.3571322 12.0981794 6.6307243 7.9419268 11.2103900 12.1423311 14.4077847 10.3073349 11.7987933 8.7384747 8.0281221 7.7369241 13.1131220 6.6571970 NA 9.4747830 10.0569896 10.1414523 10.1273197 3.7827231 0.8758587 8.6323936 9.4033144 10.9328136 9.2947441 6.8300334 7.7307058 10.4513766 10.2240122 6.4532657 11.3112471 5.5623371 10.0545022 11.3626723 8.6407088 8.1635496 1.8758194 11.3604085 10.2056337 10.4706285 8.4361702 1.4607950 10.4408870 2.7970753 9.1379323 8.2724422 0.8758587 10.0736683 10.0287559 9.8480991 10.0916312 0.4607950 6.3104656 9.8387333 2.1977711 11.6682210 9.8205493 10.7236777 6.8183521 11.9796972 12.9635488 11.2552157 8.3454793 10.1773336 16.0408719 9.2355868 8.7569512 10.2831051 4.9632984 9.7976782 6.7645810 11.1094570 8.3836322 13.1045057 2.8758390 7.7162378 9.0925833 11.2017049 8.7691390 5.7462026 9.8322134 8.4813167 12.1382258 8.4626773 14.8216236 10.6244495 10.2993840 9.2022669 12.2028285 NA 8.5952261 12.1863081 12.5588319 8.3935067 2.5762803 8.4342579 9.3726912 8.1379323 11.9109801 9.8466622 8.7213275 8.6456750 8.8545477 NA 10.2050731 8.8982050 10.4409394 9.7729265 8.6555568 8.3475124 11.4527845 9.8430637 12.8146818 4.3676926 2.8758390 9.4313852 10.7619149 9.1046559 10.6164614 NA 3.8758390 2.7827231 13.2779167 4.9202314 10.6968140 11.3470045 10.9649567 8.7961902 9.1589257 4.3020997 6.5051939 10.2067542 11.5135943 10.0388580 11.3716674 10.6156180 8.5710654 10.0166671 10.3125489 5.0051215 4.0051215 3.0457575 7.2377807 3.6307200 NA 9.6726880 12.9730465 10.2005805 10.4803906 10.1064583 4.3352689 10.0925831 7.2595418 10.0467513 6.5411725 7.5376152 9.3464962 6.0255848 7.4161980 8.8124751 9.1773336 12.0196988 10.7504345 13.5483732 8.7643979 11.0060861 9.6198302 10.2546740 8.7676210 9.5614621 0.4607950 8.8271220 10.9140705 8.8043408 7.6847697 10.2825738 11.3128091 7.3716921 10.4120846 11.4905472 11.0454492 6.0950066 9.8293064 8.3741479 4.5482640 7.0357086 1.1977396 8.9659496 7.4265843 12.8348431 8.9378834 9.3332182 11.1612395 9.9324751 9.7774585 7.1704579 10.8830223 8.9553221 7.8124751 10.1813291 2.8758390 4.6037569 7.4188688 3.1977711 7.1566080 3.5718345 10.8452238 6.6896179 10.8638616 6.2735551 -1.1240627 0.4607950 11.3408935 10.3244698 11.3621696 11.0662793 11.6714712 8.6734988 9.4544270 6.2628202 12.2278808 11.1429166 9.7213274 11.1190113 -1.1240627 0.8758587 -0.1242199 10.2884071 9.5736737 9.9579864 0.4607950 13.1219098 13.7105553 10.7477425 7.3818077 9.9646256 -0.1242199 NA NA -1.1240627 13.7748165 8.7118875 9.6456752 12.1797607 -1.1240627 8.9830543 8.9725921 10.8278505 7.6992046 10.2873483 9.8190847 8.6189889 9.3974378 8.9365331 11.5950122 11.8896834 10.0687466 10.4294666 7.7857304 9.8556769 9.5969364 11.2478862 5.5762772 8.4589200 9.9324751 -0.00224020 0.00661990 -0.00182190 -0.01188700 -0.00456950 0.75166000 -0.00078616 0.01908300 0.01377200 0.00471900 0.00458000 -0.00224020 0.00661990 0.00661990 -0.34710000 -0.34710000 0.00416320 0.00308200 -0.01188200 -0.01188700 -0.00984600 -0.04455100 -0.02392800 -0.02392800 -0.00078616 0.00000000 -0.00816240 -0.00107980 0.01167900 0.02020300 0.01084200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.752 0.417 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.752 0.417 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 10.8252993 7.0656617 10.3414037 6.9413881 -1.1240627 9.0141092 10.1094569 10.6677246 9.3875900 11.2021123 10.4668921 3.2681499 5.5900840 9.1864500 4.3020997 9.7721697 10.6896185 6.0255848 1.4607950 6.5553177 3.7338207 1.4607950 9.0064080 6.8358395 11.0813862 11.3571322 10.5625305 7.7462019 0.8758587 NA 0.4607950 9.7698972 7.7492815 9.3301366 0.4607950 5.7087280 10.966281 10.416934 8.291579 10.727977 9.280979 5.445694 11.149050 5.490548 10.497431 9.407219 6.752354 6.343443 10.208433 8.158926 13.328722 10.899592 10.483168 13.388886 12.690820 8.287348 8.961973 10.711098 7.508833 9.793955 4.630726 12.823292 9.508832 9.708727 5.952653 2.782723 10.569760 9.862390 12.971729 10.414026 12.814682 9.605458 8.261700 10.866296 12.209272 10.964957 17.262424 11.371667 11.453738 12.975267 11.368442 1.875819 11.306551 10.578876 10.587074 9.177334 8.226776 10.382641 13.049202 10.458450 12.304589 4.519693 7.430426 3.460795 10.954322 12.496401 7.080408 -1.124063 -1.124063 11.375434 12.320205 11.415619 7.276717 11.190704 11.7647708 13.2743806 11.3571322 11.2103900 10.3073349 6.3187814 10.9516507 6.4227325 8.8502519 7.3311642 10.5973638 6.4532657 7.7554204 13.1940087 8.9051246 11.6048207 10.7512028 2.7827231 13.1700273 6.8598565 6.4831676 8.4904366 9.8058354 10.3626724 4.0852887 9.4140262 10.4251407 9.1909869 11.3518240 6.9895796 11.3907979 11.6684243 3.5196929 12.7708445 10.7303162 10.0482648 2.4607950 11.1667202 9.7947005 2.4607950 9.9672727 5.2681536 9.2212425 8.6340607 10.1064583 9.5627580 5.1612387 8.4532661 5.8758366 10.9140705 10.5706305 11.0953084 12.8348431 10.2168000 10.7146473 10.1813291 11.4666583 7.5196936 6.1519623 9.8220126 10.4776081 -0.1242199 2.3352832 0.4607950 11.2459798 10.2148633 9.8437840 4.7827283 8.9830543 8.1589257 9.7252423 TCGA-A3-3311 57 1 1191 NA kidney stage i t1 nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA NA NA 2 2 3 NA 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 3.468013e-07 12.7272727272727 23.6363636363636 10.9090909090909 32.7272727272727 20 7.8503875193 11.0156718571 11.1700202387 6.9665054519 9.4805018352 8.1806307545 NA 8.0767888802 9.2295403384 NA 1.4566484690 4.4818478570 5.8995744438 9.4959103758 6.6918830718 11.0179939157 11.6198716210 8.4213836365 10.2961078189 11.1046627627 11.9735816806 14.2031741946 9.9515203359 11.6508757398 8.3568067129 7.2101745329 7.7511496909 13.2730111099 5.8166381028 NA 8.2533870725 9.5610543834 9.8940230014 9.9799085851 3.0007211672 0.4157586665 12.4299538994 9.3987526687 11.3505556454 8.5527501628 6.7556086694 8.7115279451 10.4178707594 10.7861739622 4.8420234212 11.2138257513 6.6872216944 10.3305178416 10.9806230137 8.0650153828 7.7733113306 3.8080760893 11.9203297781 10.2431017279 10.0016605384 7.7149673716 -0.5842413335 10.1693392886 2.6817865669 9.1224449505 7.8545511424 0.0007211672 10.1274260270 9.7195397569 8.7766060797 10.2175442114 1.5856836680 5.9314585048 10.1752311620 3.5032215078 11.5249367126 10.0179939853 11.4206817135 6.5242831233 12.2519040917 13.8205014581 11.2793645591 8.8091494456 9.3980396988 15.8870611385 9.3829853575 8.2612491877 10.2186792283 4.5032215078 9.7837197035 7.2231135886 9.5743687332 6.4269859219 13.3762135468 1.0007211672 7.7587229071 8.8975584007 10.3349947876 8.8659392229 1.8751902852 9.4185741038 9.1739821310 12.6692372185 8.3887388830 15.1243209371 8.8134336201 11.1738281430 7.2612487175 11.6396099112 NA 9.1127264534 12.5833339711 11.5729480589 7.7622730642 4.9549174776 8.8378237480 9.3779321313 8.2690686896 10.7719358271 8.9373594005 8.7034713921 9.2012113798 8.9760917872 NA 10.2263306626 8.6505764566 9.9621711509 10.0591643493 8.6918834207 8.1789715311 12.0689713632 9.0523835588 13.0497191775 2.2231135886 0.4157586665 9.5255897123 10.3819508280 9.1109872189 10.1424029709 -1.5842413335 4.1161983847 2.8751902852 13.7018835653 9.3523970469 9.7848110006 12.6689417206 10.3234008080 8.2231140714 9.1462290583 4.3699549769 6.7907980979 11.3368560893 11.3575402937 10.3420549948 11.4430776022 10.5291756685 8.5137911442 9.3531329279 10.8674853207 4.7195394147 2.8080760893 4.5450416835 7.8772387274 2.3226492621 -1.5842413335 9.6942084730 13.1491451513 9.7683542285 9.8843830147 9.9818131327 3.7376867614 9.7777027690 7.3670433815 8.6230661095 8.7766060797 6.7777024403 8.7286419619 4.3930385900 6.0810945837 10.2202934323 9.5768909273 11.5822359938 10.9624123757 13.0850870362 8.7000047633 11.0679317561 9.3234009206 10.9619300304 9.2391263840 9.4164633578 NA 8.2706275169 11.2140283059 11.6651258494 9.3593799459 9.4601531955 11.5347000796 8.5085162036 10.2612490701 12.2581093634 11.0049419846 3.9076117629 9.7666981793 8.4114554824 5.4381264796 6.7149666849 0.0007211672 8.3361119684 7.4269859219 12.5588233058 10.2024370677 9.3105768842 10.6939180463 10.6197187365 9.1597517798 6.3930385900 10.6452448366 8.8792833462 7.9294868543 10.7581115098 1.8751902852 4.7556086694 7.2166585664 6.1705800767 8.1385667096 3.0596148563 11.1274260270 6.1436791211 10.5568603624 5.7426368478 NA NA 11.0853084620 10.1995757939 11.4210326914 11.3101978620 10.5272207974 9.0721837978 9.6457434426 6.3885666968 11.4309998356 11.4370860634 9.8990709237 11.3950055860 2.1161983847 1.0007211672 -1.5842413335 9.9665058845 8.8566281454 9.5762607921 7.4101121034 14.0064630211 13.0335708255 10.6675372784 6.4322328675 10.3819039042 -0.5842413335 0.0007211672 -1.5842413335 NA 14.0573310242 8.9941316408 8.9645808638 11.5678854120 NA 8.2438956266 9.5386322477 11.1494099644 6.0007211672 11.2359379878 9.5731059807 9.2263305421 8.4939098744 9.1013837689 11.6669455250 11.5831771885 9.4388203320 10.5128035608 7.5881861752 9.9732227987 7.4381264796 10.8480399551 4.9235533067 7.5099159026 9.8985669255 0.00028643 0.00763920 0.00235810 -0.00383390 -0.00802440 0.01167900 -0.01052500 0.00027728 -0.07534500 0.00833510 0.00833510 0.00028643 0.00410090 -0.48659000 -0.49757000 -0.49757000 -0.49757000 -0.49757000 -0.00691950 -0.01519100 -0.00678130 -0.03544800 -0.20520000 -0.19400000 -0.00260920 0.00249690 -0.00318590 -0.49705000 0.00142500 -0.01271300 -0.07534500 0.000 0.000 0.000 0.000 0.149 0.149 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.205 -0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.205 -0.205 0.000 0.000 10.1760631659 7.0044733021 10.1706465442 6.2639433179 -1.5842413335 8.8925051740 9.2899720623 9.6438682723 10.0859727015 11.4335295787 10.5591422630 0.7376867614 6.6636861800 9.0819829355 3.3699549769 7.7218210394 10.9684281241 4.3930385900 0.0007211672 5.6918830718 5.6825452072 1.0007211672 8.9175961498 6.5242831233 11.1214583372 11.0179939157 10.5931879173 7.6872223944 0.0007211672 NA 0.0007211672 9.6493787026 7.6178824904 9.4825210023 NA 6.5856836680 10.3113343 10.4210326 7.5111557 10.0133461 9.0460261 6.0378105 10.7642105 6.0596149 10.3586400 9.0730774 6.3757606 6.3105764 10.3218980 7.5781500 13.6279134 10.0546475 10.1449549 12.8506478 12.3723639 8.3786551 9.6203302 9.5925555 6.7011609 9.4415907 5.3105764 12.9412798 7.9856148 9.8884498 4.4381265 2.7376868 9.9437246 9.5881866 13.1254352 9.5236300 13.0497192 9.4058631 8.0668109 9.0641165 11.0489813 10.3234008 15.6174331 11.4430776 12.1169572 13.2199405 10.9938958 1.8751903 10.6068183 9.6766786 10.7809878 9.5768909 7.9056072 10.0318484 13.0671471 11.0757549 11.7297743 2.2231136 5.5655058 5.8587022 11.7267977 12.2979244 8.2085494 -0.5842413 NA 11.0582620 12.8334797 11.1670729 7.1938358 11.1272109 10.9309660664 13.1920378233 11.0179939157 11.1046627627 9.9515203359 6.9626531264 11.4586153634 6.6349271870 8.5731059807 6.8955389306 10.2814922851 4.8420234212 7.0668103577 12.8030130441 9.3692280651 11.8866720357 10.4557062376 2.2231135886 13.5545907702 7.0078424607 6.4979077079 9.2210191144 10.1475023388 10.0156719268 4.1161983847 9.0659131494 9.8256802257 7.4656072160 10.9451895865 7.6373457878 12.3601965728 10.4343069212 3.6252120322 11.6045024049 10.2061075297 9.9111143584 0.0007211672 11.3582735565 9.7399395506 3.4601527859 10.2533869543 7.6421708593 9.7337368278 9.4381268955 9.9818131327 9.1010685489 6.9195844045 8.6541637640 5.2486486807 11.2140283059 10.3601050300 11.5285242903 12.5588233058 10.7023167745 11.1342919277 10.7581115098 10.7986531594 6.9894058540 7.0341441688 9.5164213995 9.2190828276 -0.5842413335 4.0596148563 -1.5842413335 10.5869358394 11.0025964856 9.3457571726 2.9393206226 8.2438956266 8.3685003502 10.0573592885 TCGA-A3-3313 59 1 735 NA kidney stage i t1b n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american NA 3 3 1 NA 3 3 1 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.947811e-06 7.629629e-07 5.55555555555556 24.0740740740741 15.7407407407407 34.2592592592593 20.3703703703704 9.5260847 10.3835978 9.0362794 9.5952532 10.5938155 7.1195647 0.6236796 6.6741019 9.7517039 NA 1.8533170 5.9183314 8.9331861 8.4358869 7.0831410 10.7705964 11.3668610 7.4816905 9.4621258 11.0079537 11.7289634 14.5772711 10.7552451 11.5809931 7.4785779 6.6844050 8.4785779 10.4967692 3.1472741 -1.3763204 7.2530665 10.0101110 10.3499277 10.1019737 7.4342813 1.7936462 8.4940743 9.2180343 9.9160313 7.9591001 5.7111727 9.1034898 11.2491901 10.8307240 4.0499705 9.7269974 3.3241481 9.8239953 9.3040690 8.4956148 8.0436699 1.2086421 10.6543767 9.7842113 10.8746002 9.6293342 3.6237147 10.4727237 3.1702936 9.7549236 8.7555666 4.0499705 11.4169065 9.7955119 8.2639546 10.1041010 4.7111700 4.5063544 9.4785779 2.5305952 13.6829696 8.9286312 7.5981240 7.6653686 10.7474818 11.9300562 12.6006317 8.3852610 7.4213714 13.4923875 10.6772962 8.0872342 8.4246093 4.6681021 10.8258335 7.7886165 10.1428544 5.7529921 13.6640850 2.7255230 7.8384659 9.2208310 9.4366891 8.6166481 7.5837116 9.3276133 8.9511387 13.4443872 7.9478900 13.3186757 8.5880505 9.6146857 10.4278407 12.2824790 NA 8.1354620 11.0499744 12.7594189 8.6721965 1.9456452 10.0785230 8.8416672 8.1374374 10.9348903 9.1014678 8.0331003 11.1357093 9.6674205 -0.3763204 10.1782985 7.8331627 10.7876737 10.5021438 8.8609197 10.8431807 11.4952395 9.1840425 12.8183126 5.8716367 4.0160238 10.5923764 10.0437910 9.2503313 10.1888117 0.2086421 3.0831453 6.0499748 13.2609571 7.8011289 9.8519270 10.7305996 10.7011929 8.9557461 9.6884524 1.9456452 7.9680055 8.9091118 12.5155882 9.8734157 11.3289208 10.9933070 9.3379552 9.4878957 10.5662241 5.4816897 2.4310613 0.2086421 7.9021592 2.7936254 -1.3763204 9.1935653 11.5800858 10.2328883 8.2530660 10.9557462 0.9994228 10.6948368 7.0625017 9.8629500 8.6251178 7.2996669 9.0943686 4.6460762 7.5574001 10.9065085 9.4017868 11.4754586 9.9823608 11.4690037 8.6765220 11.6884524 8.2711679 9.8986702 8.8380287 10.8045512 NA 8.3014294 11.4424915 5.8021260 8.9459421 10.4075264 10.4890563 5.0666532 10.6691280 12.0232546 10.5358505 3.7936358 11.5063527 8.4963845 4.5306014 4.9456358 -0.3763204 8.9624461 7.3206769 11.5925564 9.2720673 9.4164999 10.3180676 10.4017867 9.4809132 5.1628666 10.5689120 9.3267481 7.8716373 11.3742073 2.4310613 5.5779061 5.8135350 2.7936254 7.7986351 1.2086421 11.6420837 5.5185288 8.6405179 7.5952530 NA -1.3763204 11.3097724 10.1085326 11.2718424 11.8568799 10.7315806 9.5321022 10.0890618 6.1299980 10.0510225 11.2772265 9.6769567 10.0431431 3.7936358 -1.3763204 -0.3763204 10.0057932 9.1384236 9.2548867 NA 12.1058873 12.8991067 10.2648582 6.0756631 10.7939476 -1.3763204 -1.3763204 -1.3763204 NA 12.0128032 9.1763786 9.9056397 11.9494367 NA 9.4446863 8.9305573 11.7981672 5.7322339 10.4438886 9.8698564 9.9445102 8.9320488 7.8233819 11.4836326 10.6911440 10.7011929 10.1255468 7.7478311 8.6612565 5.8810968 9.4326738 5.1245101 6.9229174 9.4629134 0.0037465 0.0224010 -0.1455400 0.0073609 0.1563600 0.3353600 -0.0037395 0.5872200 -0.0407520 -0.6963200 -0.6606800 -0.0164900 0.0239870 0.0224010 -0.1500300 -0.1462500 -0.1462500 -0.1462500 0.0126550 0.0073609 -0.6520200 0.3495800 -0.0011087 -0.0011087 -0.0037395 0.1441400 -0.0131270 0.0000000 0.1244700 -0.0486130 -0.0558080 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.109 0.109 0.449 0.587 0.000 -0.630 0.000 0.000 -0.661 0.000 0.413 0.413 0.000 0.000 -0.125 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.327 3.005 0.151 0.151 0.344 0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.109 0.109 0.449 0.587 0.000 -0.630 0.000 0.000 -0.661 0.000 0.413 0.413 0.000 0.000 -0.125 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.327 3.005 0.151 0.151 0.344 0.344 0.000 0.000 0.000 0.000 9.5779059 6.2530665 8.9331861 6.5838861 0.9456077 8.5544469 6.1315051 9.3100613 12.3825574 10.3038802 10.7101776 0.2086421 6.2819208 9.0923338 4.2265933 9.1285285 13.0811546 4.6460762 2.4310613 7.9044805 4.5063544 0.6236796 8.6152316 8.5866056 10.1767052 10.7705964 10.7395044 7.7986351 1.6237264 3.6681078 -1.3763204 8.5793597 7.6817015 9.5757228 NA 3.4816864 10.1614133 10.6958422 8.9411222 7.7632608 9.7071890 9.5625540 11.7296181 5.9091106 10.4083445 9.3894100 6.9137284 4.7111700 10.0515463 8.7568518 14.4285717 11.3075815 9.7867303 13.7089746 12.5904854 7.9091118 8.5230667 10.3176321 6.9812613 10.7197659 4.1155660 12.3438470 7.6433006 10.5607155 3.6237147 0.6236796 11.2368084 9.4181254 12.8778525 10.2698183 12.8183126 9.4925322 9.9911244 7.1354620 12.5929162 10.7011929 13.7722656 11.3289208 11.7103435 13.1100419 11.3565130 NA 10.7857862 10.0948767 12.1933279 9.4017868 8.5691535 9.9445102 13.6313501 9.5640231 12.4710606 5.0499748 6.3516301 6.2384200 11.6013473 12.5458294 5.7632602 -1.3763204 1.4310880 10.9618889 11.9365926 11.7147995 7.3550286 11.5636561 10.915744 13.361274 10.770596 11.007954 10.755245 4.431061 7.798635 6.524576 8.517011 4.711170 10.763900 4.049970 5.253066 12.559815 9.774726 11.465470 10.502910 1.208642 12.045380 6.601962 6.998749 6.985522 10.789245 8.858527 2.208673 9.061462 10.288601 13.365177 10.900706 6.424610 10.029915 10.854931 -1.376320 13.234331 10.423801 9.940557 NA 11.537160 9.769005 1.431088 9.365177 6.016026 9.797387 6.411613 10.955746 9.228411 4.506354 10.694501 3.623715 11.442491 10.621595 11.032570 11.592556 10.295693 11.951683 11.374207 9.784841 7.447077 5.927491 9.389410 9.416500 1.208642 6.798635 -1.376320 8.758136 11.098166 10.340100 -1.376320 9.444686 7.697851 10.143837 TCGA-A3-3316 57 0 NA 1493 kidney stage ii t2 nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 2 4 2 5 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.089842 10.572823 8.930013 9.523669 10.333688 9.173805 7.199072 10.023811 8.973614 NA 1.745754 4.836500 6.604055 9.910770 8.002605 10.882976 12.152406 7.058893 7.653637 11.078995 11.540899 15.359875 10.127178 11.425037 9.351074 7.363048 6.975565 14.052612 7.212368 -0.555757 9.139412 9.880895 9.686167 9.560528 3.351077 0.444137 9.722633 9.253148 11.089392 9.473471 6.102396 8.021612 9.951978 10.681991 7.466551 11.239006 7.663352 9.570888 11.176775 9.220617 9.015937 2.444190 11.562476 10.108631 10.430737 7.940039 NA 10.168595 -0.555757 8.568305 7.797331 1.029135 9.551401 9.668185 9.256361 9.237007 -0.555757 6.827888 8.810506 3.029152 11.230045 10.146356 8.963820 5.936037 11.499588 15.214512 11.444184 8.596469 10.556623 15.161298 9.352576 8.638941 9.428602 4.531650 9.265958 7.573467 11.715647 8.823562 12.221645 1.444190 9.071462 9.044097 10.543532 8.741100 3.531643 9.217323 8.586291 12.392369 7.706278 14.036411 9.420032 10.632321 9.311462 11.593613 NA 8.212368 11.785981 10.946518 8.058894 6.238600 9.370480 8.928000 8.729586 10.758767 8.895395 8.648755 9.058894 9.245084 NA 10.001648 8.245084 9.665771 10.460296 8.936037 8.899511 11.832675 9.286534 12.021849 2.903617 0.444137 9.316089 9.707594 7.936037 10.011189 NA 4.967745 4.998773 14.076043 3.251537 10.526998 9.908730 9.561827 8.745680 8.507579 4.251537 5.634009 9.454012 10.867300 9.707453 11.508415 10.454012 8.812690 9.882976 10.490626 3.836500 3.903617 5.836502 7.643856 4.936035 NA 11.027267 13.008810 9.456808 8.091642 9.826808 5.172103 10.491308 7.715647 9.316382 6.911790 7.526333 8.680198 9.313006 6.812254 9.905663 8.814871 11.187756 11.061651 13.294664 8.949718 10.803384 9.377874 10.332166 10.438537 5.870449 NA 8.280234 11.083525 8.585704 8.636896 9.156711 11.403824 8.323767 9.903615 11.963820 10.555320 5.552709 10.159288 8.499141 5.374921 7.295933 NA 8.806127 7.283388 12.990958 9.235347 8.295933 11.059354 10.089842 9.660930 7.380822 10.184808 8.550092 8.292807 10.107742 2.251537 4.444183 6.531647 3.444190 9.441363 4.903617 10.728430 6.810506 11.067599 6.967746 -0.555757 NA 10.719726 10.301387 11.408164 11.327209 11.294761 9.272320 8.507579 5.976501 11.193215 11.200740 9.872544 10.616611 -0.555757 NA -0.555757 9.934032 9.233717 9.409968 8.458204 13.692853 13.793880 10.524335 8.185786 10.088040 1.444190 1.029135 NA NA 13.636245 8.404186 9.526333 11.598369 NA 9.220617 8.801054 11.039441 8.130684 10.502852 8.665771 8.882976 8.619110 8.998773 10.833277 11.001648 9.972638 10.999252 8.134182 10.332927 10.935536 12.094114 5.476064 8.724537 9.771737 0.4212600 0.0086971 0.0104340 0.6112900 0.1902000 0.3656900 0.2320400 -0.1363100 -0.0237000 -0.1398000 -0.1745000 0.4212600 0.0000000 0.0086971 -0.4045500 -0.4045500 -0.4157900 0.0095326 -0.2148300 0.2011100 -0.2392900 0.3527700 -0.2065400 -0.2065400 -0.4093000 -0.1967900 -0.0113910 -0.2039100 -0.1731400 0.0565980 -0.0064293 0.215 -0.188 -0.196 -0.196 0.000 0.000 0.000 -0.204 0.000 -0.173 -0.173 -0.154 -0.154 0.000 0.000 0.000 0.000 -0.175 0.247 0.243 0.243 0.186 0.000 0.000 0.000 -0.405 0.000 -0.215 -0.215 0.201 0.201 -0.239 -0.239 0.190 0.190 0.366 0.366 -0.207 -0.207 0.000 0.000 0.215 -0.188 -0.196 -0.196 0.000 0.000 0.000 -0.204 0.000 -0.173 -0.173 -0.154 -0.154 0.000 0.000 0.000 0.000 -0.175 0.247 0.243 0.243 0.186 0.000 0.000 0.000 -0.405 0.000 -0.215 -0.215 0.201 0.201 -0.239 -0.239 0.190 0.190 0.366 0.366 -0.207 -0.207 0.000 0.000 10.272320 5.903614 9.870449 6.508010 1.444190 8.270732 12.543203 10.007056 10.233717 10.940763 9.821394 3.444190 6.643856 8.339002 4.692109 9.337485 10.497431 9.313006 1.444190 6.488578 4.488579 0.444137 8.786259 6.102396 10.678007 10.882976 10.383888 8.105962 0.444137 NA 0.444137 8.967746 8.418599 9.246700 NA 6.409968 11.170402 10.922448 7.289674 10.492671 9.813781 6.853575 10.859926 4.998773 10.016884 9.749105 6.455411 6.409968 10.762727 8.175503 13.007738 11.255960 10.451211 13.290850 12.547963 7.357073 8.979459 10.357821 7.823562 9.396925 4.398378 12.905791 8.713311 7.638940 7.308370 0.444137 11.196146 9.073540 14.012912 10.818137 12.021849 9.871497 7.199072 11.592660 11.363792 9.561827 16.050228 11.508415 11.320317 14.102730 11.165283 5.998773 10.925983 9.404186 11.953464 8.814871 8.510273 10.609091 12.821666 10.808319 11.594883 5.058892 6.351075 7.320700 11.357447 12.510778 7.095236 NA -0.555757 11.211127 12.918650 11.733364 7.238600 11.524668 11.330261 12.711995 10.882976 11.078995 10.127178 7.427177 9.884015 6.604055 8.342029 6.593930 10.379349 7.466551 7.058893 13.200710 8.113069 11.626889 10.605316 2.766107 12.397107 6.859588 6.903616 8.360601 10.368996 10.160146 2.444190 8.761596 10.191538 7.245084 11.308370 7.832201 11.377506 11.462384 -0.555757 12.293589 10.396197 10.215673 0.444137 11.341651 10.199906 1.444190 9.930013 7.036641 8.706279 9.659717 9.826808 9.461424 3.836500 8.578610 5.488579 11.083525 10.600899 11.117935 12.990958 10.288105 10.903103 10.107742 10.745108 8.264363 7.014039 8.955936 9.599002 1.766129 NA NA 10.813781 10.418132 9.565717 4.251537 9.220617 7.663352 10.267551 TCGA-A3-3317 67 0 NA 1491 kidney stage ii t2 n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA NA NA 2 2 3 NA 2 1 2 6 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734007e-06 7.282828e-07 9.72222222222222 23.6111111111111 9.72222222222222 33.3333333333333 23.6111111111111 9.0743703 11.3718168 9.7405519 6.8915601 10.6873473 8.0743706 6.6159253 11.3346865 9.6407941 -1.4394807 0.8206487 5.7990484 2.8825648 9.8032215 7.2471433 11.0287577 11.9935762 9.0343486 9.5075491 11.1947709 11.9734773 13.9812627 9.5823168 11.4427127 8.9093711 9.0783123 7.9700340 12.1732061 4.7305693 NA 9.7330516 10.0056577 10.3420025 9.8552636 5.5264257 0.5606171 10.2044990 9.4006340 11.1399588 9.4147320 6.7894619 8.5379227 10.7861516 10.4876800 3.3680000 10.4340869 8.7217746 9.9438071 10.5567631 7.8344382 8.7700963 3.0200754 11.1307357 10.0343486 10.7408628 8.4123920 0.8826039 9.8425091 1.2228664 9.5281861 8.1881769 4.0524941 10.3522127 9.8598508 9.2953525 9.6989979 2.7305747 6.2471433 9.2365998 1.7305747 12.5963011 10.2949290 9.4263761 6.1152310 13.3303061 13.4205173 10.8695507 8.4730084 9.7870550 15.0095496 9.1380716 8.2697265 10.1352364 4.9869069 10.3029522 7.7001942 10.8332726 7.8848232 13.0761579 2.0200577 8.6686705 9.8814433 10.4641481 8.8564118 3.5148418 9.3871913 9.5199202 12.8602086 8.2152787 14.4632370 10.7084837 9.8667842 8.4139524 11.8755092 -1.4394807 8.6665514 12.3971863 11.3526196 7.9291495 5.2188548 7.0998012 9.6487685 9.7467570 11.0087591 9.0968901 9.4014208 9.2410024 9.3238553 0.5606171 9.9837588 8.2610827 10.2778909 10.4049563 9.4379270 8.4928574 11.5818519 9.3146952 12.2901573 6.8460444 1.7305747 9.6678598 9.2321839 8.4448132 10.5895849 0.1456122 2.2610794 4.2610794 13.3047934 9.5606427 10.3016884 11.4421392 10.3554647 8.7882586 8.9518864 3.9869115 6.1228860 8.7725310 11.4832272 10.9201179 11.4657816 10.8443100 9.5379227 8.8518134 10.4630179 8.0504908 4.3420000 2.8085704 7.0604884 3.6481088 -1.4394807 10.5108342 12.8993096 9.7936633 10.8150810 10.2671389 5.8634182 10.7948615 7.6924997 8.9734032 7.7380625 7.1716672 8.2453916 9.4645247 5.8992457 10.2528223 8.9679107 11.9183323 10.8862294 13.3268094 8.5318848 11.1005286 8.8814435 11.1612526 9.6064024 10.4221174 NA 9.0149422 11.2576104 7.2857018 8.3983812 10.2506408 11.0792960 8.4809957 9.9291494 11.9295585 10.8949161 6.0035865 10.0920242 8.5190650 6.1972678 7.3998470 NA 9.1771918 7.6321053 13.0290759 9.5843971 8.3679978 10.8701192 10.3566824 9.3943236 5.9356813 10.7661582 8.7430373 7.6077668 10.6304282 3.4675273 4.1152330 6.5995618 4.9700345 8.0180238 4.2610794 11.2599984 5.8735253 9.9366543 7.3673536 -1.4394807 2.3679860 11.1101868 10.1931837 11.4067208 11.4682846 11.7444333 9.8489321 9.3904846 6.0256379 11.3294474 10.2680019 9.9099240 11.7431923 0.1456122 2.1456122 0.1456122 10.2383625 8.7700963 9.6847640 5.5148387 13.7689153 14.1039466 11.5080971 7.9259810 10.6274047 NA 1.1456122 -1.4394807 NA 13.6202408 8.6599905 9.0959181 12.4647129 NA 8.8414137 9.0254029 11.7388408 6.7103904 10.2658432 9.7541681 9.5422101 8.2834505 8.4987523 11.6215076 10.5148391 9.8915597 10.9018837 7.8780552 10.1866849 9.6665514 10.6808807 5.2296687 8.3611060 9.8448885 0.00576440 0.00069327 -0.41159000 0.40327000 0.40177000 -0.00332430 0.00291330 0.01167900 -0.09802300 0.03383100 0.01307400 0.00292300 0.00069327 0.01167900 -0.41150000 -0.41150000 -0.40539000 -0.40539000 0.00083195 -0.00346270 -0.41937000 -0.01202400 -0.41674000 -0.83567000 0.01377200 0.00221930 -0.00830050 -0.41261000 0.00110930 -0.04579900 -0.21729000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 -0.378 0.402 0.402 0.000 0.000 -0.410 -0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 -0.378 0.402 0.402 0.000 0.000 -0.410 -0.410 0.000 0.000 10.6818525 6.3485458 10.2246456 6.2051481 0.5606171 8.9247775 8.9004928 10.8295152 9.6743849 11.3342889 10.4679090 1.5606660 6.1380711 9.1285989 5.4675338 8.5379227 11.0639717 9.4645247 2.4675403 6.8598503 5.0842046 NA 8.9910955 7.5350576 11.0532046 11.0287577 9.6057677 7.7773888 1.1456122 1.7305747 1.3679860 8.7417949 7.8644233 9.7053011 NA 6.5549955 10.5343401 10.5704715 7.5407821 9.2339518 8.9551056 5.3679965 11.2748883 5.3550586 9.8960332 10.0051402 6.8506619 6.0604884 10.1586953 6.8085704 13.5290396 10.1512298 10.6213387 13.5965588 12.5944099 8.4447217 9.2295278 10.5784952 7.6267319 9.8757923 5.3288257 12.8553354 8.3887793 8.9551056 5.6050379 2.5606416 10.7268059 10.0348558 13.0321275 10.3075770 12.2901573 9.5857824 8.2063013 7.9269648 10.5930330 10.3554647 14.6222672 11.4657816 12.3002125 13.6005472 11.6451191 1.1456122 10.4618868 10.7179898 11.0246780 8.9679107 8.4045638 10.0154562 12.9151677 10.9275114 11.5493275 7.3712147 6.5436366 3.9529579 11.1776511 12.6129561 8.2903654 1.5606660 0.1456122 11.7244497 12.4972808 11.6540406 7.4432859 11.3994528 11.1654277 13.2977845 11.0287577 11.1947709 9.5823168 6.8321064 11.5660919 6.6795843 9.4547027 6.7603154 10.7386852 3.3680000 8.2295278 12.8881492 9.4697859 11.8880551 10.5542889 1.5606660 12.3803230 6.7838717 7.0998012 8.8320476 10.2453914 9.9567124 4.8274278 9.2825964 9.6152471 7.8156715 10.7179898 7.9291495 11.9778361 11.1075373 0.5606171 11.2445147 10.2268668 9.9481217 1.7305747 11.0187931 10.4398431 3.8085704 10.1895440 7.4524266 9.6691673 7.9421860 10.2671389 9.4918826 5.3021106 7.9551053 6.7846440 11.2576104 10.2558712 11.5188330 13.0290759 9.7430373 10.8979859 10.6304282 10.2317415 7.0920245 7.2541301 9.5278691 9.7318196 2.2610794 0.5606171 NA 10.1319214 11.4771587 9.7046636 1.7305747 8.8414137 7.8460451 10.0092754 TCGA-A3-3319 70 0 NA 1130 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 4 1 2 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4741918 11.5879764 11.5678510 10.7715741 10.3935397 8.1128779 6.7890654 7.0936521 9.3454585 0.5316684 2.3554392 4.9911091 3.5760746 7.3325773 7.2899008 11.1630818 12.1504070 8.7890651 10.8947170 10.7905378 12.5853487 13.6817546 10.0527870 11.1114647 8.1053245 6.2041035 7.1863134 15.8484391 6.8715270 NA 6.8759729 10.0340119 10.1569296 9.0824242 2.7015934 2.7015934 13.1092242 9.5075253 11.1509803 8.0493465 8.2899004 8.4475569 10.4825977 11.1603507 6.6084929 10.6852294 5.0235304 10.3438547 10.2969635 8.3293389 8.8274462 3.4858776 11.7549249 9.9196946 10.3522552 7.5484859 9.2863145 10.0170035 3.4419349 8.8979997 8.3244677 4.4858712 11.0310250 9.8456941 8.8422900 10.0356869 2.6191313 5.7890641 10.2718798 7.8216962 11.1024818 10.3693053 6.7700824 2.5316684 11.9455380 10.8690205 11.0896196 9.8735687 10.1996759 16.7516116 9.2164260 8.1109932 10.9519008 4.6814268 9.2023337 6.9153811 11.3406415 6.1537283 14.5935759 1.7143554 8.1445089 8.5498774 8.3015154 9.1463872 1.3390233 9.4952960 9.4564900 12.6094110 8.0650073 14.0665857 7.6375856 10.5287086 8.2407613 11.9260061 -0.4683316 6.5977665 13.3708319 9.7884758 7.0355029 2.3390233 8.5788014 8.6940688 10.4646303 9.6024691 9.0698662 7.8958122 8.4066587 8.6570908 1.1166309 10.4135561 8.8262981 9.9725465 10.2164260 9.4550049 7.1755336 12.4180160 9.1287989 13.5201401 3.8170809 4.8892302 9.4475567 11.5540781 8.2798701 10.6366037 -0.4683316 3.6609628 3.5316809 14.2653018 9.1138192 10.1166399 11.3732417 10.6871281 8.6349653 9.5337891 4.1755326 7.2629968 10.8784681 10.9888017 11.4099199 11.4050561 10.3657533 8.2932284 9.2798703 10.1601229 0.5316684 3.7016045 2.8535965 8.9239947 3.9911091 -1.4683316 10.2398991 13.0357515 10.7598948 10.3962505 9.0929653 1.8535965 9.8394474 7.6428127 8.4679177 9.6171499 5.7984627 7.8848244 6.2390371 5.4215162 10.2429141 8.8704137 11.8211199 11.4255477 10.4719909 9.1601228 11.5837359 8.7724687 10.6418344 10.0829049 8.8434255 2.4385590 6.9196952 10.7168625 11.8746312 9.3295578 9.1390077 11.7386917 8.8625943 9.6788823 12.7443257 11.2975850 2.2321081 10.7334950 9.4062284 4.6191430 8.0532775 -1.4683316 7.2251640 7.3195800 12.1814949 10.9769509 9.3989561 10.6772912 10.7273571 8.3293389 3.6609628 10.9289696 8.9153817 8.5651002 9.9431883 -0.4683316 5.1610331 3.2865707 2.6191313 9.9828885 3.7796064 11.3669383 3.1166475 9.8704137 8.0970461 NA -0.4683316 11.0965414 10.1786860 11.9010021 11.2236389 10.4249789 9.5443018 8.5075255 6.4654276 10.1208603 11.0635462 9.6725072 10.9381482 0.5316684 0.8535965 -1.4683316 9.8569827 9.9962231 9.3534514 9.0295291 12.6828525 13.4273000 12.0446647 7.2095733 10.1496039 0.5316684 -0.4683316 3.5316809 3.8536065 13.6942260 8.3708814 8.4697867 10.4576026 -1.4683316 8.0804994 10.0957268 11.0727740 6.3958631 11.5262076 9.9213087 8.5132448 9.3771674 9.3228403 11.8951277 11.7553774 9.3621926 10.8690205 7.4325444 9.6460379 9.1043775 9.5288569 4.2043833 7.5146707 10.4963793 0.0366790 0.0000000 0.0521110 0.0277280 0.0346900 0.7145400 -0.0419230 -0.1317200 -0.1238100 0.0110800 -0.5173200 0.0186480 0.0000000 0.0000000 -0.5200900 -0.5339800 -0.5339800 -0.5117600 0.0481320 0.0414500 -0.5386400 -0.5741600 -0.5232700 -0.5149500 -0.0327050 0.0084869 -0.4911900 -0.5395700 0.0448700 -0.1790300 -0.1238100 0.000 0.000 0.000 0.000 1.078 1.078 -0.499 -0.540 -0.259 0.526 0.000 -0.101 -0.101 -0.525 -0.525 -0.122 -0.122 0.000 0.000 0.353 0.871 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.542 -0.542 0.000 0.000 -0.556 0.159 -0.525 -0.525 -0.124 -0.124 0.000 0.000 0.000 0.000 1.078 1.078 -0.499 -0.540 -0.259 0.526 0.000 -0.101 -0.101 -0.525 -0.525 -0.122 -0.122 0.000 0.000 0.353 0.871 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.542 -0.542 0.000 0.000 -0.556 0.159 -0.525 -0.525 -0.124 -0.124 10.2965489 6.9153811 9.0134768 6.6763859 NA 8.7190294 12.8960172 9.6855334 9.0144853 11.8036276 10.7009760 1.1166309 5.9067175 9.2578955 3.1755406 8.1646727 10.2811278 6.2390371 1.3390233 7.2561908 6.4081939 2.2321081 8.1916732 8.4264950 10.6313539 11.1630818 10.3656031 8.2146717 -1.4683316 -0.4683316 NA 9.8665093 7.6686687 9.8165015 NA 6.6084929 10.323247 10.290733 7.632339 10.737776 8.221676 5.835459 10.542205 6.189890 10.249354 10.204545 6.957942 3.957942 10.101058 6.153728 13.419897 10.916731 9.676973 12.522225 11.882213 7.915382 10.024031 10.985462 8.437064 9.325281 7.011458 12.381473 6.420420 8.319580 5.313035 1.116631 11.285521 9.462415 12.833816 9.356636 13.520140 8.889229 8.168302 13.090875 10.955319 10.687128 16.358238 11.405056 11.969689 12.461768 11.325077 4.055239 11.422322 10.359814 12.163423 8.870414 7.772469 10.274829 12.598944 10.780198 12.351953 4.760498 7.605819 6.047377 11.217302 11.989699 6.936819 NA NA 10.156930 13.060803 11.011445 6.581526 10.758090 10.7199571 13.1045552 11.1630818 10.7905378 10.0527870 6.5484859 13.2186155 5.8804064 9.4880536 6.6454192 9.8886795 6.6084929 5.6814240 12.0744408 9.7097197 11.8175130 9.7604961 2.1166309 13.4095366 8.7930203 7.2459225 7.7214280 10.1876552 8.8979997 3.2321235 8.8019728 9.8979995 7.2527761 10.7703806 6.9911091 11.9470230 8.2848939 0.5316684 11.9037262 10.4078105 9.8519138 -1.4683316 10.0508222 8.7399119 1.5316684 9.9813419 8.6750604 9.4557476 6.4143199 9.0929653 9.1638818 6.5316778 8.4020421 1.9911000 10.7168625 10.7505433 10.3806915 12.1814949 10.6928093 10.5937235 9.9431883 11.1959024 7.7165527 7.3130372 9.2085160 9.1564727 -1.4683316 0.5316684 0.8535965 9.9797937 10.8648075 8.8648327 1.3390233 8.0804994 8.2041026 9.5760714 TCGA-A3-3320 52 0 NA 1508 kidney stage i t1b nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 4 3 NA 4 4 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.99021064 10.29821691 9.56408698 6.02492910 10.52130431 8.12890014 -1.49858633 6.70378455 9.94638099 -0.49858633 -0.30329392 5.85891844 8.54439342 9.88074460 7.94430972 11.10591937 11.51224388 9.15957772 8.26955031 11.85465087 11.93377758 14.51256743 10.17113701 11.52460072 8.36864483 6.76346071 8.42914433 9.43136430 5.89368256 NA 9.03469581 9.07217066 10.07074714 9.51538663 3.08632521 1.08630822 8.41724536 9.59412340 10.68376048 9.58085098 4.40825670 5.45556395 10.69550741 10.28804416 5.44388177 10.84121617 4.47864829 10.66470140 10.47470474 7.47003327 8.51956628 2.20179067 10.63803690 9.57081601 10.80200471 8.63579247 NA 10.84343808 3.11194940 9.04729599 7.79138497 -0.49858633 10.17202240 9.12707504 8.43358085 9.30069643 0.82326023 6.13072293 8.40223314 3.54575837 11.44296402 11.00345207 9.30226604 4.99322147 11.44037779 14.26887820 10.44607826 8.46136812 9.75816457 15.89448844 9.44314745 8.43800418 9.66186786 4.71081745 10.22502712 7.44094556 10.13708426 5.21561259 11.64331363 2.10423600 7.18537797 10.44497986 10.50312618 8.18084604 0.08637617 9.77807220 7.75875422 12.22396027 8.02884317 14.58366596 9.84455184 10.69987571 6.64602437 11.14115904 NA 1.50136271 12.47012295 12.05475546 8.08820574 3.30872491 7.72536762 9.98518190 5.76815256 11.72476460 10.12524762 8.69858279 9.37096001 9.21131159 0.08637617 10.74959024 7.80970511 9.49217927 10.20958788 9.18348304 8.54302524 11.69029032 9.45846813 12.70172842 2.96078969 1.30871035 9.64027784 9.92662927 8.45265103 9.99422076 NA 5.96079664 1.67129337 13.22299943 8.05595481 10.80086044 12.17588951 10.51049498 8.43505680 8.82216672 3.40826350 6.80514668 10.44607826 11.49129279 9.52858109 11.68542791 10.89609683 8.80970511 7.71811225 10.76815272 5.67129054 1.67129337 2.50136271 7.82329399 3.78676362 NA 8.96693250 12.63851744 8.86550069 10.75639470 9.83787278 3.20180635 11.10267270 7.90650763 9.16411473 14.28492718 8.10313671 10.00419799 5.53478999 6.30226604 10.46245401 9.78503341 11.88938345 10.52546698 13.00544029 8.34756158 11.21732815 8.23268522 11.31874960 9.74741795 10.33820555 1.08630822 8.35623450 11.24346505 12.99344655 9.07711346 9.76463543 11.63707544 7.40223272 10.43616278 10.36709942 10.75047964 5.76815256 9.39239041 7.28128281 5.25625210 5.83228244 -1.49858633 8.80856686 7.95874699 12.53942779 8.92972621 8.72174450 10.77166146 10.63963799 9.61640990 8.35934722 10.45844640 8.52650589 7.07879447 10.37941703 1.30871035 4.96079896 8.76815256 2.30871035 7.22588030 4.60989086 11.15107142 6.95669327 9.01309903 7.17184531 1.30871035 -1.49858633 10.73258737 10.49253371 11.75845930 11.52650574 11.56087962 8.31994844 10.25452436 5.71820817 11.26955048 11.72506623 10.09101733 11.27491751 NA 1.50136271 0.82326023 10.11146826 8.81084248 10.26706662 6.44973304 13.49792792 15.09399839 11.47989791 7.81830352 9.45991886 NA -0.49858633 NA NA 14.75810928 9.53821978 9.92343089 11.54661390 -0.49858633 7.96693279 8.85466739 11.37788313 7.57014412 10.55121472 9.15152044 10.02541811 8.46136812 8.96591181 11.39864441 11.50189439 10.34410934 10.96820735 7.81424919 10.02251998 7.71568543 11.03761339 5.27694325 8.41127412 9.57349875 0.00000000 0.00624810 0.02882600 0.68149000 0.01279500 0.00097064 -0.00083160 -0.02123500 -0.06638000 0.00000000 0.00000000 0.00000000 0.00624810 0.00624810 -0.70648000 -0.70648000 -0.70648000 -0.67720000 -0.68697000 0.00458000 -0.71420000 0.00097064 0.00541390 0.00541390 -0.00083160 -0.00452610 0.01266800 -0.13923000 -0.01807800 -0.06101700 -0.06262900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2031058 6.7108202 9.9286790 6.7006464 -0.4985863 8.9370365 8.8085669 9.9303544 8.9139360 11.0590046 10.3663260 -0.4985863 5.7205357 9.0559551 5.0559548 8.3870626 11.3899192 5.5347900 1.3087104 7.4380042 3.5888285 -0.4985863 8.9556656 7.7132545 11.0303501 11.1059194 10.2402395 7.4613681 0.5014137 2.0863422 2.3087104 9.5139907 9.1407068 9.3405701 NA 5.9022449 10.367872 10.760521 7.299028 10.800860 9.287636 4.282729 11.460463 4.408257 9.579517 9.433581 5.993219 6.823295 10.559696 6.604654 13.379609 9.844552 10.349207 13.631575 13.013860 8.583515 8.804005 9.968462 7.754032 9.340570 4.944310 12.926451 8.509795 10.640598 5.749293 3.308725 9.745135 10.246200 13.876813 10.560034 12.701728 10.064086 8.457016 11.067658 11.132771 10.510495 15.953640 11.685428 12.154435 13.607397 11.325131 2.671293 11.091719 11.250188 10.455563 9.785033 8.414256 9.926057 12.981588 10.532723 11.719474 3.086325 4.630650 7.509795 11.313945 12.873619 7.201806 1.086308 NA 11.954637 12.519218 11.638668 7.921326 11.183922 11.0332349 13.3011537 11.1059194 11.8546509 10.1711370 6.5402846 10.8845305 6.4497330 9.2044046 5.3593455 10.2913072 5.4438818 7.8232940 12.9572925 9.0928885 11.7390243 10.9163156 1.5013627 13.7351731 5.0833198 6.1086959 9.1000515 9.8958288 9.7071595 6.6460244 9.2318363 10.2683091 9.5230403 10.4246936 6.2562540 11.4442472 10.0966236 0.5014137 12.3295026 9.9302498 10.0616990 0.8232602 11.0970899 10.6111968 2.5013627 9.5954438 3.4082635 9.1992024 7.5347892 9.8378728 9.2178598 4.0249313 8.7622857 3.9932215 11.2434651 10.5637497 11.1675902 12.5394278 10.3682587 11.2362875 10.3794170 10.3794170 7.3087213 5.7205357 9.3939089 9.3318814 0.8232602 7.0792480 NA 10.4932422 12.0935055 10.1896164 4.1160736 7.9669328 7.8051467 10.1640345 TCGA-A3-3322 51 0 NA 1478 kidney stage i t1a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 3 NA 3 5 3 3 3 3 NA NA 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.29584e-06 8.399413e-07 8.62068965517241 36.2068965517241 13.7931034482759 25 16.3793103448276 9.39972759 10.09758775 9.15103836 6.29335945 9.85036423 8.49878938 4.70839695 7.15792188 9.64214071 -1.07308969 0.23731897 5.79740214 8.47393137 9.62139458 9.19616341 11.01847214 11.33111389 8.58881468 10.30533161 11.65962817 11.92227390 14.53025360 10.14560002 11.50517351 9.36166485 7.84121271 8.28898047 11.20199718 6.54174713 -0.07293793 8.92703687 9.87101671 10.30478948 9.89498339 3.01449813 1.24895981 8.38851633 9.59680771 10.64299870 8.67858077 6.17496362 10.13160787 10.30695654 10.30098933 4.59946063 10.88341287 5.75992546 10.17733519 10.18560270 7.31505444 8.83542926 1.92702413 11.32524597 9.70511379 10.46328394 8.44863711 NA 10.82366053 2.01959518 8.47006866 8.14620512 0.51197398 10.23366809 9.48641391 8.85333264 9.49709158 0.92706207 6.26688584 8.37412007 4.01449813 11.75695764 10.90538971 8.60122889 4.80968197 12.33605237 14.50520300 10.49118620 8.22853301 9.36478886 15.55891006 9.70839643 8.40479500 10.19206566 4.97142859 10.19147937 7.86955128 11.01284114 6.91572166 12.72135104 3.87937250 8.13446585 10.03621442 10.58926004 8.55639339 0.92706207 9.63094035 8.56184773 12.35251493 8.15585546 14.09273791 9.00652160 9.92779026 7.08690793 11.30776832 NA 3.31935781 11.51246878 12.28045926 8.16544168 4.41889156 8.10196254 9.57719088 7.14620512 10.85814360 8.91003045 9.08690793 9.16782806 9.26019201 NA 10.13770805 7.86661625 9.55912314 11.46595315 9.01184502 8.22853301 11.70760930 9.37205166 12.54737112 3.88123390 4.45059763 10.27077770 9.78432583 9.10445618 10.17615021 0.92706207 6.55639263 4.68192147 13.82445680 5.11685960 10.96903800 11.93599049 10.09696177 8.32364163 8.68359295 5.79740214 6.93826344 11.57831268 11.32658167 10.00518760 11.36844551 11.00318429 9.17615021 8.58524838 10.68108913 6.85777453 3.17496562 5.35330212 7.97688542 2.09697021 -1.07308969 9.28898047 12.73237756 9.58881487 10.56773357 9.21935829 3.73439531 10.54496327 7.90717610 9.66926191 11.82544917 8.38646825 10.40530073 6.23081784 6.27576508 10.31881731 8.73760835 11.69873253 11.43284826 12.95174355 8.48927920 11.03686738 8.94662736 11.07805325 10.26966706 10.14681023 -1.07308969 9.85407390 11.18147487 10.30264098 9.19608151 10.51949375 11.44716430 7.87540411 10.03947621 10.82563809 10.85777406 6.62747698 9.44961832 7.93268957 5.40276992 6.47393137 NA 8.75992679 7.42688280 12.96106187 9.78579475 8.48162549 10.14378255 10.43977718 9.45353589 5.33642622 10.69502667 8.50068376 7.63439578 10.27465805 3.38646609 5.26688771 8.67355112 8.61463992 5.85777453 3.87890187 10.80393736 5.36997940 9.62327411 6.36923439 NA -0.07293793 10.78190513 10.38030737 11.52299349 11.44790092 11.90252650 8.42289187 9.76781467 6.52843536 11.41788758 11.37282758 9.68525987 11.74302038 NA 0.92706207 -1.07308969 9.86293842 8.67522951 10.03163546 3.01449813 12.84701732 14.01483103 10.60739625 7.48197053 9.93406397 -1.07308969 -0.07293793 NA NA 14.02231011 8.48162549 9.72307641 11.59370456 NA 8.25346602 9.20600872 11.43631688 7.54908846 11.00117819 9.31505398 9.54633965 8.76938695 8.87686346 11.20170608 11.28678628 10.37308613 10.70305847 7.79740149 9.70675604 7.06658759 10.94766952 5.49597971 8.32385551 10.19265172 -0.00486300 0.00000000 -0.70281000 0.70063000 0.69913000 -0.00623640 -0.01299700 0.00651840 0.00540600 -0.00554530 0.00203130 -0.00486300 0.00000000 0.00000000 -0.77834000 -0.69966000 -0.72863000 -0.70711000 -0.00194770 0.70013000 -0.01565000 -0.03704400 0.00332200 0.00332200 -0.00480500 0.00054677 -0.01064900 -0.01657400 -0.01798800 -0.00457730 -0.07121200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 -0.705 -0.705 0.000 0.000 0.700 0.700 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 -0.705 -0.705 0.000 0.000 0.700 0.700 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 0.000 0.000 10.48210509 6.95494306 9.89065538 6.86491041 0.92706207 8.63956356 7.28898047 9.62518573 8.65665761 11.22123529 10.07105765 0.92706207 6.08690899 9.28898047 5.19382299 8.01714915 11.46474050 6.23081784 2.38647989 7.55274594 3.92703361 -0.07293793 8.83542926 4.38646609 11.36336050 11.01847214 10.52632659 6.87540411 2.62746676 NA 0.51197398 9.68025349 8.00652132 9.21935829 NA 5.62747552 10.015162 10.555938 7.769387 9.571794 9.343834 5.613538 11.053096 6.106945 9.579882 9.271333 6.668504 5.668505 10.182655 6.221657 12.910298 9.697701 10.292812 12.933100 12.541402 8.104456 8.599462 9.707577 8.808151 9.496892 4.949404 12.756859 8.155855 10.548631 5.613538 0.511974 9.926332 9.211282 12.498078 10.266887 12.547371 9.730361 8.280183 9.184425 10.723076 10.096962 15.755991 11.368446 12.271471 14.132639 11.274935 0.511974 11.144086 10.067866 10.526950 8.737608 8.392603 9.498789 12.340532 10.007854 11.190596 4.248967 6.549088 5.627476 11.010848 12.520311 7.430862 -1.073090 NA 9.849621 12.282112 11.583006 7.681924 11.109121 11.5557101 13.0738440 11.0184721 11.6596282 10.1456000 6.1749636 9.9843517 6.9494042 8.6566576 5.9931263 10.3797928 4.5994606 6.4584181 12.3869217 8.6668173 11.5954786 10.8361798 1.2489598 13.7096255 7.1369286 6.4584181 9.6760011 9.7416192 9.6283433 4.2489674 9.3658286 10.5852482 8.8331156 10.5385226 6.7472155 11.1358807 10.4873696 0.9270621 12.5578726 10.6060769 10.1112922 0.5119740 11.9880703 10.4303656 1.7343953 9.8346785 11.0065215 9.2500916 7.8724804 9.2193583 9.3516963 2.8339223 7.9796047 4.6274784 11.1814749 10.2002496 11.1109822 12.9610619 10.1273223 10.8499927 10.2746580 10.7737024 7.5636615 6.7149392 9.4525575 9.7701726 1.2489598 6.5490885 2.3864799 10.2757649 12.2796678 10.0420804 4.4505976 8.2534660 8.1217935 10.3543496 TCGA-A3-3323 53 0 NA 1106 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 1 5 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 3.468013e-07 9.09090909090909 22.7272727272727 9.09090909090909 34.0909090909091 25 9.35839956 10.49185310 9.45962916 7.82953184 9.41957955 9.50243643 9.95601744 8.36792272 9.57715575 NA 2.21291169 5.68835663 5.96925642 10.23055585 8.71507311 11.31648598 11.65230507 8.32409907 8.83258499 11.73825506 11.99843751 14.53404060 10.40836806 11.48362157 9.46061623 7.89525596 8.13918142 13.55167352 7.17570722 NA 9.49275089 9.60062936 10.36315837 9.86947309 4.26881613 2.11679723 8.27780533 9.60599261 11.57077015 9.36157384 5.75424349 8.90253852 10.07488296 10.36947913 6.85377988 11.52691164 3.85377613 10.34723446 10.75946713 7.92702828 8.43070427 3.11681387 12.38190774 10.27106927 9.84246396 8.28896340 -1.05319429 10.71295373 1.53186800 8.77661134 8.05541314 0.53186800 9.95251325 9.81802384 8.85678188 9.41493232 0.94688055 6.90108531 9.13300295 2.11679723 12.07117155 10.70968593 12.34803485 4.70177637 12.13298277 9.96647935 10.74373946 8.48604741 10.35362511 15.86454045 9.68075140 8.61400010 9.63950423 5.19481594 10.17390283 7.57988385 10.68159825 6.99128261 12.88361860 2.26882361 8.99533470 8.59074497 10.82340562 8.64211706 NA 9.53560335 8.73479124 12.34389473 7.77661134 14.12911113 9.63863212 10.60776260 9.05541314 11.76487159 -1.05319429 8.63513911 11.79492470 10.80564675 7.96090898 6.04492083 7.96647950 9.18050843 7.23229044 10.21015785 9.24952759 8.87910350 9.23690752 9.30113811 -0.05304461 9.83182231 8.70344509 9.16120773 10.56113842 8.55791358 8.62988333 12.02666342 9.64124652 12.05279717 3.03435660 1.53186800 10.05410570 8.70356171 8.75906593 10.35733998 -0.05304461 4.07617426 3.75424616 13.83463287 5.07616998 10.96925649 11.07036343 10.10802060 8.36895339 8.88499804 4.40631897 6.69508210 10.68961917 11.59973366 9.97755584 11.23514341 10.86798578 8.25295016 8.90544146 10.70052329 4.30443803 3.26882361 6.64732890 8.45071433 1.75424616 0.53186800 10.19184711 12.57942953 9.31866527 10.12866214 10.07165623 3.03435660 10.47045064 7.60866659 10.05622964 7.59434700 7.36895339 9.06323274 5.50147736 7.21367486 9.65511046 9.36051660 11.54981946 10.58577707 13.37544513 8.50117041 10.81532541 9.07617158 10.98477873 10.04689385 7.64037582 -1.05319429 8.85828070 11.49931763 9.51778787 8.07243116 10.00352634 11.12835153 9.21133130 9.88499804 11.53279013 10.66242173 5.91267381 9.15877705 8.27057379 6.66798719 8.05279734 -0.05304461 9.13794789 7.62636904 12.94221417 10.03766267 8.71837807 10.95601744 9.93130706 9.38360019 7.22301316 10.58577707 8.44872589 8.14656104 10.63251352 0.53186800 5.28673702 6.99673672 4.30443803 8.38151700 3.70177082 10.58622937 7.35203018 11.25892072 7.05091085 -1.05319429 -1.05319429 10.89744458 10.29838006 11.70490364 11.38099562 11.43523093 8.68666930 9.42363489 5.55199889 11.45145939 11.59524624 9.89817343 11.84246396 -0.05304461 1.53186800 -1.05319429 9.93486322 8.54680149 10.30389077 6.75424349 13.04755100 14.20132681 10.96369693 7.41539024 9.87392590 NA 1.94688055 NA NA 14.60317386 9.48507758 9.89086859 11.87374058 NA 8.89671536 9.09008065 10.73029622 7.32626678 11.40324306 8.73315840 9.36895339 8.75424349 9.02370418 10.87873423 10.61621671 10.57351030 10.47583109 7.93557349 10.32046617 8.54307823 12.01633843 5.77673832 8.30995013 9.70177619 0.0119580 0.0107030 0.0172640 -0.0010669 -0.0075686 -0.0012473 -0.0171160 0.0204830 -0.0127130 0.0119580 0.0119580 0.0119580 0.0107030 -0.5378400 -0.5531700 -0.5430000 -0.5430000 -0.5430000 -0.0030475 -0.0011087 0.0200630 -0.0171200 -0.0838490 -0.0838490 0.0024969 0.0120970 -0.0033243 -0.0037395 0.0000000 0.0068044 -0.0127130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6929831 6.7986377 10.0035263 7.3034730 NA 8.8996300 10.0625826 10.3407564 10.1684758 10.9801224 9.9664794 0.9468805 6.3898318 8.9313072 3.1168139 7.6333891 10.4144942 5.5014774 2.4063190 5.9355729 4.7282471 2.8537761 8.9482968 7.4704506 11.3808235 11.3164860 10.4718123 7.7380517 1.2687937 NA -1.0531943 9.4477306 7.8079757 9.4286880 0.9468805 7.1514601 10.927385 10.823406 7.208983 10.887202 9.141646 6.438742 11.418310 5.213674 10.160600 9.715900 6.952513 7.023704 10.198371 7.801757 13.176759 9.661134 10.340815 13.044838 12.963691 8.116814 9.250669 9.892332 8.583513 9.247241 5.741305 12.567567 8.999457 10.521009 7.643856 1.531868 10.551442 9.967869 12.803022 10.433724 12.052797 9.909062 8.078745 11.888487 10.084520 10.108021 15.719963 11.235143 12.298518 13.218425 11.295617 2.531843 11.121814 9.027706 11.476807 9.360517 8.257501 9.805647 12.545174 11.436737 11.323014 4.590746 5.590746 7.034351 10.699269 12.775124 6.734791 1.268794 NA 9.974795 12.462465 11.700097 7.528089 11.177510 11.4442415 13.0540240 11.3164860 11.7382551 10.4083681 8.2889634 10.1484001 6.8776265 8.6455932 7.3392060 10.6735326 6.8537799 7.5762455 12.8250009 8.1924413 11.6694828 10.8746667 2.6473375 13.0550864 6.9653110 6.8537799 9.5679789 9.4266690 10.6955009 5.3562812 9.0800308 9.9782453 8.3392060 10.6001816 7.7986377 11.9875209 10.7421166 2.2688236 12.2023599 10.3836002 10.0069091 1.2687937 11.5839663 10.2397854 2.8537761 9.9727204 6.2415104 8.9912829 10.4714303 10.0716562 9.4440620 3.8048693 8.8064233 6.2415104 11.4993176 10.4870167 10.9514603 12.9422142 10.0998072 10.8363926 10.6325135 10.6006295 7.8805796 8.1092801 9.3477682 9.8470008 0.9468805 -1.0531943 4.5014774 10.9588147 11.6936171 9.9987773 3.9912815 8.8967154 8.0102836 10.4699605 TCGA-A3-3324 51 0 NA 1186 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 3 NA 3 6 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.20372484 11.11488493 9.09265937 6.84542481 10.04762999 8.10370010 NA 7.03549635 9.72903318 NA -0.21792698 5.90133274 5.74086821 9.66959481 7.76656866 10.83054816 11.86880369 8.42892416 10.98158177 11.00237701 11.63987965 14.61625232 10.25249183 11.62957182 8.74204664 8.12191629 8.21140115 10.29175698 6.81887101 NA 8.78954212 10.02892768 10.35307436 9.97132052 3.48348045 1.65342695 9.12553229 9.45717790 11.27789638 8.95617139 5.35384550 9.49750100 10.31241037 10.37905578 6.89287184 11.03350573 6.91393297 10.22578994 10.42709417 7.73377868 8.29565783 2.65340402 11.30306088 10.06938196 10.41495673 7.75727599 NA 10.23958230 2.18393109 8.52420867 8.06279631 1.94290855 10.16120017 9.52787457 8.90974521 9.16932425 1.06846445 6.35999723 8.75692654 3.12733613 11.01388687 10.16998098 9.56363178 5.27789551 12.38865877 13.83900366 10.98656083 8.49709617 9.40010645 15.62937285 9.58545609 8.82444329 9.99523321 5.47216605 9.96376584 7.95312203 9.36688760 6.51690395 12.77450726 2.29186873 9.29603495 8.66214531 10.51345788 9.11738389 2.18393109 9.47145493 8.82444329 12.06102736 8.32740174 15.02828122 10.79096593 10.23402415 7.70989301 11.41938219 NA 3.06844725 12.31538149 11.17304177 8.11829171 4.59200248 8.10002941 8.77695211 6.79181928 10.88888789 9.04953466 9.17609609 9.07780511 9.51552619 -0.51642926 10.07500281 8.37678221 9.63956356 10.72635689 9.18824884 8.30206264 11.92068249 9.57491590 13.06773840 2.18393109 2.29083722 9.82555510 9.99572716 8.49330908 10.37336469 NA 7.21140066 4.06844725 13.56891146 9.25579505 10.54956974 11.78569100 10.02941023 8.68437905 8.93983482 3.76888300 7.02263968 11.31834656 11.05475909 10.40606488 11.22457032 10.95540966 8.71350096 8.80766114 10.81831247 5.59200547 0.48346755 4.18392315 7.20115648 0.48346755 -1.51663564 9.99177054 12.72285527 9.86610449 10.71169794 9.88008535 2.94290855 10.28276215 7.84980290 9.41759897 10.48559226 6.68315324 8.72903335 5.86718482 6.31795160 9.76888267 8.88968556 11.67315066 11.21288883 12.30365947 8.75026716 11.28559295 9.19858452 11.13699739 9.61708521 11.80836421 -0.51642926 8.86394155 11.14881643 9.36361506 8.51625631 9.75611027 11.29485517 8.83993251 9.68621651 11.19557755 10.79551258 5.23836652 9.62813874 8.18662287 4.92642172 6.61276384 NA 7.99325544 6.99127467 12.66928513 10.26770632 8.90554526 11.09542742 9.96779991 9.06750347 5.71229863 10.73479132 8.68805164 8.23167336 10.22873465 0.06846445 4.90974431 6.93056349 6.46613113 5.36612285 5.97533441 10.92952991 6.54956907 10.07401137 6.68707329 NA -0.51642926 11.13206281 10.10232482 11.44330138 11.61099127 11.19643732 8.76076784 9.88808993 6.55976099 11.32916655 11.40457757 9.81607662 12.32100989 NA -1.51663564 0.48346755 10.09127312 9.19083952 9.70748217 NA 13.68583394 13.29560766 10.79806372 7.24977715 9.98183111 0.48346755 0.06846445 3.29083722 NA 14.25373143 8.45502385 9.45142729 11.41236894 -1.51663564 8.48348045 9.29308788 11.26688806 6.81887101 10.72427185 9.49400851 9.76541059 8.44637659 9.10736199 11.18565318 10.90607096 9.65965364 10.98506895 7.81215548 10.15369414 7.30365930 10.72128797 5.54406802 8.36114810 10.15325143 0.0000e+00 1.0454e-03 -4.8573e-01 4.5789e-01 4.5131e-01 -1.1934e-02 -4.9099e-03 1.1196e-02 -1.9515e-02 5.9059e-03 2.5717e-03 -2.3868e-02 1.0454e-03 1.0454e-03 -4.9767e-01 -4.8191e-01 -4.8772e-01 -4.8012e-01 -7.2594e-03 4.3419e-01 -5.7394e-03 -3.7658e-02 4.9071e-04 4.9071e-04 -4.9099e-03 3.4048e-03 -9.4682e-03 -4.8863e-01 7.4763e-05 -7.5356e-03 -6.1952e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.450 0.450 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.450 0.450 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 10.7789624 6.1629612 9.8266662 6.6383490 0.4834676 9.0552331 7.2615581 9.9228855 10.0294102 11.2283438 10.4434824 1.6534270 6.2908354 9.0627963 3.9429086 7.4578955 11.6465012 5.8671848 1.8054163 7.4142176 4.5920025 -1.5166356 8.7584411 2.7314005 11.3334642 10.8305482 10.6950586 7.5360482 0.8053750 NA NA 9.7537758 8.7385091 9.2483522 -1.5166356 6.8757985 10.202013 10.515526 7.565630 9.467899 9.106448 4.316370 10.833315 5.127336 9.918630 9.953122 6.466474 6.098190 10.403089 7.138116 13.296059 10.222839 10.155906 13.066211 12.180665 8.111015 9.049535 9.534689 7.497501 9.543501 6.341461 12.541980 9.462191 9.970818 5.516904 3.007034 10.310426 8.972325 12.781328 9.782689 13.067738 9.542825 8.503071 7.886492 10.610185 10.029410 15.938760 11.224570 11.794519 13.641854 11.291238 1.653427 10.837730 9.040944 10.855257 8.889686 8.366124 9.569617 12.874187 10.996221 11.371080 4.731406 5.038067 5.169981 11.477127 12.382837 6.183921 NA NA 9.298063 12.679083 11.653859 7.648388 11.063032 11.0773384 13.0922551 10.8305482 11.0023770 10.2524918 7.1201051 11.2009427 6.8054085 9.3453429 5.7408682 10.6297309 6.8928718 7.6534055 12.5763574 9.3108231 11.8847600 10.3371799 2.3903650 14.2334547 7.0989627 6.4376772 9.6520711 9.8992223 9.9863124 3.3414592 9.0806020 10.0561807 7.8233303 11.0426186 7.4721652 11.8411700 10.3596137 NA 11.8487094 10.2266320 9.8476152 1.4834676 11.5027237 10.0351888 2.1839311 10.0940440 10.0250612 9.3289706 7.6101848 9.8800853 9.2376999 3.3903650 8.7218853 3.2383742 11.1488164 10.5113865 11.5435009 12.6692851 10.4340364 10.7569847 10.2287347 10.9068591 7.9076466 6.4376772 9.6770059 9.4877010 -0.5164293 3.8757997 -1.5166356 10.3317122 11.8637846 9.3820819 4.1273361 8.4834805 7.8476149 10.1726049 TCGA-A3-3325 52 1 1170 NA kidney stage i t1a nx m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA NA NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.33659627 10.58515118 10.65613782 6.82031939 9.57204494 9.16054763 1.09578942 9.22017176 7.99968663 -0.90427808 1.87715527 4.95378671 7.09580525 9.85860225 8.06014577 10.86997432 11.98007087 6.87716509 9.76999714 11.11938607 12.07075723 13.76424346 10.38467098 11.23870973 8.93185529 8.02210089 6.68076739 12.14984535 6.23023184 -0.90427808 8.78318062 9.31678791 10.35848714 10.05870099 3.68076318 3.00270252 8.99516197 9.97615381 11.48234110 9.48004898 6.21474652 10.39672946 9.87018021 10.98435793 5.47950867 11.12612721 3.22508980 10.80531963 10.88248295 8.79190326 8.65422571 3.73966451 12.00278946 10.20498262 10.38178507 8.73333536 -1.35808410 10.98347684 0.71404765 9.56786103 8.18724022 1.68077443 10.22540991 9.67276158 8.26823226 9.49732455 1.41775802 6.77879994 9.27982482 0.09585692 10.62010177 10.87388208 10.96385577 6.07308542 11.60783424 13.62462531 10.82202312 8.93552045 10.60483766 16.23787710 9.33241726 8.53459664 10.14939148 5.10703081 9.76778819 7.41095414 10.25409902 6.97232159 12.06095790 3.36296076 8.71180220 9.26635601 10.73740513 9.00869417 0.41770402 9.82074508 8.06303099 12.52095528 7.56748004 14.65129611 9.11400516 11.23111664 7.09861957 11.66043082 NA 5.81004973 13.21255502 12.64528882 8.30525830 3.04999662 8.43787980 8.76468983 8.58966051 10.86626239 8.88452313 8.75490888 9.09439549 8.97001786 4.68076880 9.70452186 8.26823226 9.62181507 10.45363188 8.79364135 8.01615754 11.94540748 9.43621140 12.35503328 3.38120030 2.00270252 9.98150135 10.29288951 9.11539563 9.62864785 0.90319256 6.20954694 6.61544131 13.92960921 10.28994613 10.79711141 11.97088233 8.93579592 8.59863691 9.66992533 4.00269352 7.04124846 11.31950504 10.69036279 9.77176197 11.91402262 10.07594451 9.16994629 8.01466828 10.77726304 7.74685690 2.95378671 5.85069193 8.58565288 0.09585692 0.09585692 9.70498363 12.70919156 9.86398923 11.10283224 9.19186117 2.48812935 10.50280715 7.59565060 9.61594242 8.88043973 7.07879874 9.68217560 5.55523638 6.81450941 10.37541548 8.44121039 11.58515118 11.23135392 13.01303716 8.88837553 11.39915763 8.77176214 9.85402823 9.81390959 8.38697558 -0.31922557 8.53563581 10.69780778 11.06451496 9.54261423 9.84818553 11.21685272 7.38582358 10.75222985 11.61273606 11.06734851 6.91917201 9.89427680 8.52467804 5.36259262 7.54907537 -0.90427808 8.88043973 7.02061776 12.96158654 9.78754853 8.68826185 10.86088383 10.35260329 9.94950444 6.41321833 10.53964981 8.92473473 7.74326317 9.71922931 3.14020604 4.97844735 9.34195173 3.40396299 6.02654336 3.61936605 10.74168851 5.26572943 10.93704890 6.04107429 NA 1.09578942 10.75066470 10.60607462 11.74247614 10.86729442 11.73830797 8.66566066 8.86646881 5.95608454 11.84483634 11.24951532 10.01838937 10.58740756 2.61936605 -0.31922557 -1.90400809 10.09051195 9.05508256 9.31557846 5.65039407 13.25709432 13.63935038 11.13695069 7.29238238 10.70082141 -0.31922557 0.90319256 NA NA 14.09734509 7.77528500 9.05000125 11.52730257 0.09585692 8.30525830 9.14025360 11.06537137 7.79450944 10.90336115 9.63738564 9.70775185 8.50625640 9.14769363 11.33644726 10.82138424 9.62034667 11.23902874 7.27571388 9.99509765 7.70682959 11.13489538 4.83619178 8.23579119 9.92750806 -0.018353 0.000000 0.284380 0.281050 0.274420 0.283110 -0.037956 0.280740 0.049114 -0.018353 -0.018353 -0.046727 0.000000 0.000000 -0.350420 -0.350420 -0.350420 -0.350420 -0.027808 0.281050 -0.012851 -0.379610 -0.342280 -0.342280 -0.037956 -0.030267 0.280740 0.283430 0.276630 0.253030 0.105660 0.000 0.000 0.000 0.000 0.270 0.270 0.281 0.283 0.292 0.277 0.277 0.281 0.281 0.299 0.299 0.253 0.253 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 -0.066 0.284 0.000 0.000 0.281 0.281 0.000 0.000 0.271 0.271 -0.380 -0.121 -0.342 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.270 0.270 0.281 0.283 0.292 0.277 0.277 0.281 0.281 0.299 0.299 0.253 0.253 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 -0.066 0.284 0.000 0.000 0.281 0.281 0.000 0.000 0.271 0.271 -0.380 -0.121 -0.342 -0.342 0.000 0.000 10.7194579 7.0324425 10.0873268 7.1234344 0.4177040 9.0317067 9.5644290 10.1970387 9.3973011 11.3401925 10.1622306 1.6807744 6.3484697 9.5593293 3.0499966 7.2979287 10.4428726 5.5552364 1.2657369 7.0558074 4.4356553 1.7962240 9.1659260 8.4827450 11.1439410 10.8699743 10.3696763 7.2147456 4.8237239 -1.9040081 1.5552272 9.6566154 8.2556763 9.1612211 -0.9042781 6.6193675 9.2550456 10.3351051 8.0572548 10.2619681 8.5966467 4.6193661 10.5366741 4.9286972 10.0521811 9.5623913 7.2404632 6.8066115 9.9071797 6.7396618 12.9524250 10.6580474 9.9962944 13.6846367 13.0893183 6.5178693 8.9653987 10.0929845 9.3270262 9.4126522 6.3101238 13.7370100 9.1244018 10.3258254 5.9286948 1.7962240 10.1679375 7.6349635 13.2762192 10.3614200 12.3550333 9.4103882 7.9365826 9.2088959 11.2275011 8.9357959 16.0293227 11.9140226 11.4285409 13.6647408 10.5570286 2.1832642 11.3313704 10.2738472 10.3189017 8.4412104 8.1819414 9.9219562 13.1831849 10.5296511 11.6750019 4.7823037 6.5674800 7.1726205 10.9485295 12.5199056 8.0529071 NA -0.9042781 11.1434401 12.5483036 10.9373142 7.7735243 10.8542364 11.619857 12.403148 10.869974 11.119386 10.384671 6.944427 10.894682 5.479509 8.829668 6.026543 9.910387 5.479509 7.513657 12.800502 8.863989 11.245711 10.496151 1.680774 13.480926 6.803475 6.677005 9.946429 9.847767 10.170950 4.877165 8.985309 10.957861 8.694788 11.289022 5.761142 11.648234 11.303887 NA 11.942471 10.624991 10.448952 1.555227 11.400156 9.998557 2.183264 10.282229 8.798843 8.607557 8.676064 9.191861 9.089967 5.947554 7.830515 4.204329 10.697808 10.590910 11.231033 12.961587 10.521283 11.279905 9.719229 10.622793 7.248090 6.466492 9.849440 9.812196 1.095789 1.680774 NA 10.927310 12.134995 9.346103 3.265737 8.305258 8.677006 10.610026 TCGA-A3-3326 47 0 NA 1137 kidney stage i t1a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 2 NA 4 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710437e-07 6.242424e-07 4.34782608695652 26.0869565217391 28.2608695652174 30.4347826086957 10.8695652173913 8.6563416 9.8632284 10.5065176 7.4641634 9.2093286 8.8829340 8.2640240 7.8265428 8.6497836 NA 3.7005396 4.9591674 7.6982553 10.1005253 9.0664635 11.2570298 11.9089103 7.5996272 10.5047018 11.1868561 12.2500015 14.1466118 10.3824708 11.1640282 9.3249773 7.3795014 7.3311382 11.2336504 6.5155627 NA 8.4716195 9.4771861 10.5010632 10.1891192 3.8717057 2.4566748 8.0713787 9.9671036 11.9531900 9.5263425 5.9591697 6.9377963 9.9133658 10.4176364 4.0416285 12.7840346 6.7420709 10.5590823 10.2927194 8.2937714 8.7077570 1.4566485 11.5137583 10.5547012 10.0932937 8.0163648 NA 10.8857061 0.7669767 9.1571089 7.8547001 NA 9.9364493 10.0578208 9.1663273 9.3695585 -0.1283140 7.8259026 9.1361491 NA 10.4310836 11.2026235 8.2979714 4.3952685 11.1872128 11.7737048 10.3000667 8.4974156 9.7740817 16.2817107 9.6047219 8.3311382 10.2456593 5.1571084 9.9867502 7.5155627 10.2182203 2.4566748 11.8829339 2.1936456 9.0567060 9.2979714 10.9938875 8.6165404 5.1571084 9.8374909 7.7543497 12.1472492 7.9485220 15.9510912 8.8259029 10.5434511 6.4108651 11.1663274 -0.1283140 1.4566485 13.2577038 11.8324326 8.5721462 5.4262950 7.9591697 9.8446863 5.7045953 11.0353563 9.0138137 9.3125758 8.9984110 8.7203294 NA 9.8229914 7.9958282 9.5065176 10.5885260 9.1172592 7.7358924 11.7790254 9.4147385 11.8902545 1.4566485 3.4566748 10.1489940 9.2532495 8.8745216 9.9174662 NA 4.7785976 5.8940756 13.4788057 8.4937586 10.8504171 12.2653652 9.6064161 8.7171966 8.8857272 4.3952685 7.2979718 10.4472459 10.7543496 10.0750546 11.1405819 10.3115375 8.2336504 8.7543497 10.7226748 5.4566682 1.8717254 3.4566748 7.8259026 -0.1283140 NA 9.5945142 12.4057663 10.0265247 11.4344260 9.3413485 3.4566748 10.4310836 8.0565819 9.8845128 9.5227583 7.7171966 8.8968461 4.4566682 6.2810973 9.8024440 8.6198994 11.2154475 11.1634529 13.2525735 8.9331858 11.2916667 8.9538557 10.4641636 9.9736823 10.2510849 NA 8.2979714 11.0541009 10.0295209 8.6895857 9.8674738 11.4992405 8.4262954 10.1845895 11.3670620 10.7928037 5.0009915 8.7905697 7.7057982 5.4566682 6.6530658 -0.1283140 8.4641638 7.0315783 12.6577720 10.1017270 8.4641638 10.2204348 10.7226748 9.2048619 6.7785976 10.6641797 8.1196342 7.2725859 10.0315780 0.8716860 5.3952685 6.2467463 5.3311391 6.7665249 4.1936377 10.5738793 6.7665249 9.7001128 6.6252573 NA -0.1283140 11.0817691 10.5790658 11.7577842 11.4045495 11.6830813 8.4641638 9.1314498 5.3699585 11.0602954 11.3620561 9.8547001 11.7042011 0.8716860 -0.1283140 NA 10.0799410 8.6661224 9.5564553 5.4566682 12.7300762 14.4245558 10.5047018 7.0244981 10.3972274 NA NA -0.1283140 NA 14.7237484 8.5476638 9.7358928 11.0472562 -0.1283140 8.8968461 9.0138901 10.6390634 7.2026234 11.1361492 9.2532495 9.9377958 8.8288086 9.1172592 11.0639994 11.3099787 10.2521676 11.3198229 7.8547001 9.8403734 8.3555224 10.9531901 5.6530658 8.7327936 10.1267352 0.00680440 -0.00221680 0.00388540 0.51629000 -0.00926660 -0.00747200 -0.01113100 0.02216400 0.00652620 0.01251600 0.01251600 -0.00871460 -0.00221680 -0.00221680 -0.55933000 -0.52685000 0.00388540 0.00388540 -0.00636680 -0.01202400 0.01279500 -0.00747200 0.01181800 0.01181800 0.00180300 0.00138680 -0.00788630 -0.00013862 0.00346870 0.02623300 0.00652620 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.429170 6.754349 10.150156 7.284234 NA 9.136149 6.766525 9.962944 9.278974 11.107619 10.186856 0.871686 5.916102 9.272586 4.853562 7.314650 10.942498 4.456668 0.871686 7.255411 4.515561 2.193646 8.834603 7.403088 11.302985 11.257030 10.721534 7.717197 0.871686 NA 2.193646 9.720330 8.124372 9.343382 NA 7.579065 9.579066 10.621576 7.888515 10.791315 9.175487 5.081161 10.732018 5.599627 10.026525 10.027790 6.585953 7.211556 10.083595 7.255411 12.734344 9.906506 10.083595 12.994858 13.044134 7.306335 8.479037 8.988051 8.561705 9.295873 6.653066 12.849165 7.742072 9.940485 5.041633 0.871686 9.907880 8.501063 12.947854 10.625759 11.890255 10.037870 7.297972 9.341348 10.977615 9.606416 16.058904 11.140582 12.018275 13.760355 10.933078 3.456675 11.709729 10.271519 10.273653 8.619899 7.899613 9.976305 12.565411 11.581221 11.338283 2.193646 6.175487 7.441562 11.027157 12.559301 7.717197 NA -0.128314 10.337273 12.752438 11.450476 7.479037 10.828083 11.427254 12.538596 11.257030 11.186856 10.382471 8.166327 11.534820 5.871706 8.157109 7.379501 10.277912 4.041628 7.592806 12.550487 8.268311 11.461826 10.552066 0.871686 14.234267 7.269851 6.848986 9.056879 9.552945 10.081160 6.653066 8.894074 9.860391 8.011258 10.824448 6.871707 12.663073 10.956515 NA 12.479730 10.448191 10.450079 1.871725 11.463229 10.310498 4.959167 10.354515 7.175488 8.406982 8.452907 9.341348 9.655425 8.000990 8.784596 4.959167 11.054101 10.317756 10.829534 12.657772 10.340331 10.800965 10.031578 11.069538 6.882934 7.129094 9.482731 9.723456 2.193646 6.331139 NA 12.119041 12.572781 9.278974 6.529918 8.896846 8.310498 10.150156 TCGA-A3-3328 79 0 NA 1385 kidney stage i t1b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 NA NA NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2961263 8.5417282 4.9982090 9.4182707 11.4499795 2.6336404 NA 9.1308331 7.5761502 -1.6882644 NA 2.8966787 9.1836131 7.0121474 7.0430273 10.1489415 10.7292966 7.2275871 3.6692649 9.5495152 12.0592713 15.1005215 11.5484694 11.4390572 8.7843986 3.2659019 7.2335487 4.9410640 -1.6882644 NA 3.8791274 7.8566720 10.5378188 11.8111800 1.1190905 2.3991711 10.1874571 9.4810064 7.1477585 7.3938563 6.3938572 -0.6882644 10.1036845 10.9018269 3.7379679 6.7793136 2.1190573 9.7400679 8.7242775 9.5199421 8.1571979 -0.6882644 7.3423752 9.0938868 10.4057854 7.8372287 -0.1033019 11.7283799 NA 9.6221501 8.4004961 -0.1033019 11.0949106 9.1611127 7.0963430 9.4781281 NA 3.1190573 10.2465043 -0.6882644 11.9022948 9.6482143 5.3885236 0.6336637 10.3042354 11.8033103 10.8438201 9.3018117 7.4044646 14.0279377 9.3931911 8.9672384 6.7793136 5.4512606 8.1302900 8.8274075 6.0464168 2.6336404 6.4665260 3.9468805 6.8384413 -0.6882644 7.7274495 9.6341992 -1.6882644 10.0285272 8.8342893 11.2671760 8.0293844 15.3978975 5.8739510 9.6028785 6.8547400 13.1490893 -1.6882644 3.9841336 6.4965838 12.4985184 8.6659573 1.6336172 7.8450377 6.4512589 5.4306499 10.8910237 9.1350749 7.9355894 10.0636701 9.1797586 NA 10.6005738 8.9474260 10.7155186 11.0786507 9.2245970 8.6615419 12.2474317 9.5369151 12.7135872 5.9116197 0.6336637 10.4264261 8.8547397 7.1318868 9.5332949 NA 6.2305700 3.2659019 13.5189890 3.7040198 9.6504442 0.3117356 10.4100688 10.4700018 10.7940115 0.3117356 8.0615769 7.2688096 11.2533056 10.5159732 11.7998592 10.3649548 8.7843986 6.3885236 11.5945066 1.4816089 -1.6882644 3.9841336 8.2586141 2.0121396 NA 11.5153616 9.3046461 10.2335486 8.3845101 9.7884539 0.3117356 10.0280985 6.9041649 9.3160335 13.9283714 2.2185952 8.2155898 8.4841353 3.0665887 12.0547539 9.5590419 10.0661777 10.0421778 9.8820379 9.5561370 12.8395512 10.1524856 10.1170485 12.0205761 -1.6882644 -0.1033019 9.0790644 9.5988429 13.0534575 7.8867361 9.5726273 9.7618879 -1.6882644 11.5133722 10.9137106 11.1352740 1.1190905 10.8115536 8.0767616 2.8966787 4.7210992 NA 7.6200468 7.0665951 11.9025286 9.2789340 8.9618620 8.8853550 8.7136539 10.2731574 4.7210992 11.2312899 9.7458146 7.2918476 10.7798226 -1.6882644 6.1061242 7.1571974 -1.6882644 3.4816348 4.7546524 12.2370767 1.6336172 6.3451302 10.9524814 NA NA 10.9383294 10.8207404 11.4023164 10.6916275 11.1928217 9.0086751 10.1098555 6.1416841 9.3865183 11.3720659 10.5831708 8.2350353 0.6336637 NA -0.1033019 10.1924392 9.7965306 9.7210987 NA 11.9003052 13.0255775 6.8739497 8.5128637 10.2461357 NA -1.6882644 NA NA 13.6512446 8.1851520 9.6587754 11.0268117 3.3991711 9.5679163 8.9893127 11.9970040 5.6154899 9.8323264 10.5363124 10.1591566 8.5015323 8.7701145 11.4135193 10.0426023 9.7520578 11.8232133 7.4841349 8.7457207 4.4202331 10.2019720 5.8236195 8.3029884 10.0897848 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1477581 7.3965157 7.4097397 7.8356614 -0.6882644 9.3138195 5.8586027 7.6139353 9.6296856 10.8244111 10.7897189 NA 5.9410640 9.4595486 1.7271799 9.3499409 9.7613722 8.4841353 -1.6882644 6.8035603 -0.1033019 -1.6882644 9.8962005 5.1571974 10.4241994 10.1489415 11.3514168 8.3187349 3.0665887 NA 2.7711461 9.5483199 8.4941019 10.3180338 NA 0.3117356 8.0086751 8.7018768 9.1673549 9.3361548 9.4703174 11.7353489 10.5950855 4.8195047 10.7056344 8.6437444 7.4228435 5.2065260 9.3278196 4.1190656 13.2675846 12.4546125 9.0285272 13.8108996 13.4600651 6.0259523 9.0790644 9.1996898 3.2185952 10.3955195 0.6336637 12.4672375 9.2527553 6.2004514 NA -1.6882644 9.7644638 6.9447027 11.3607054 9.1665761 12.7135872 8.2774920 11.0542277 11.3562726 7.5405264 10.4100688 15.1031886 11.7998592 6.8234602 13.1532721 10.3784697 -1.6882644 9.4633586 9.5132191 9.9410643 9.5590419 6.7337719 9.0095440 13.8424493 8.5393236 12.2338275 -1.6882644 7.4254501 8.6381372 11.3999991 11.8450375 4.3777970 -1.6882644 -1.6882644 11.7344296 11.2836105 10.1378351 6.5162784 10.9953603 11.6330721 12.4459736 10.1489415 9.5495152 11.5484694 -0.1033019 5.1820725 5.6245893 8.3506267 1.6336172 8.7782940 3.7379679 1.4816089 12.4902084 8.9832487 11.6106295 10.1851518 3.3561015 14.1304646 6.6439240 7.9699195 8.1478841 11.0722198 7.0765794 -0.1033019 11.3873540 10.7572400 10.0749201 10.4483785 2.2185952 8.2110648 5.6692593 -0.6882644 6.9805932 10.9034638 10.0430267 -0.6882644 12.1185594 10.2182226 -0.1033019 7.5453275 2.3117065 9.9460650 11.1396458 9.7884539 9.8612374 -1.6882644 9.0889631 9.1782139 9.5988429 11.8095346 10.6103431 11.9025286 10.9241156 12.4866334 10.7798226 8.7742099 2.8966787 7.8372287 10.0104124 10.7634340 NA 10.2434794 1.8966594 9.2904182 10.0703932 9.9351320 NA 9.5679163 8.4677910 10.3513123 TCGA-A3-3329 75 0 NA 1624 kidney stage i t1b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 NA NA 2 4 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6354878 10.8700253 10.2243038 7.9100520 9.7266061 8.8700253 -1.3259010 5.6841455 8.2054194 NA 1.0188478 4.7184329 6.3535174 9.4741290 7.5351253 10.5711271 11.9476879 5.9501628 10.1872721 11.1818301 11.5201160 14.2403739 10.0485341 11.2209324 8.4255822 6.1272267 7.1818331 12.0205518 5.7615007 -1.3259010 8.3033945 9.4846096 10.0359818 9.8755494 1.9959548 2.1334649 8.2683628 9.5187438 10.7397907 8.9582839 5.9408245 10.5902907 9.7047051 10.7187736 5.9124439 10.8260059 4.4553996 10.2107709 10.9184018 8.4255822 8.8326476 3.1975981 11.6666224 10.3411495 10.6003340 7.6712176 -0.3259010 10.9589344 -1.3259010 9.4185943 7.8956250 2.3744831 10.2739508 9.4188717 7.7428160 9.5783038 NA 6.5929010 8.9846509 0.2589410 10.9022554 11.1344939 9.3070332 5.1334690 12.3436871 15.6611354 10.9370137 9.0749175 10.4627563 15.7640263 9.1648888 8.5132416 10.2190025 4.8834937 9.5764131 7.7877805 10.7920057 5.1658918 12.1485045 2.6476599 7.6167870 9.7108985 10.4826001 8.7211617 1.9959548 9.5981082 8.1128299 12.4120247 7.7238868 15.4163569 10.4095941 10.8803656 7.5718838 11.3074874 NA 2.8439638 12.4844088 11.9693765 8.3882834 3.4289196 8.9652088 9.7163814 7.7481794 10.4886204 9.2054194 8.5988505 8.8402010 8.6584564 NA 9.5665808 8.4372502 9.5627812 10.7211619 8.5304637 7.7019441 12.1845142 8.9489985 12.6391910 0.2589410 0.9959548 9.9703807 10.3384853 9.0249773 9.7760137 NA 6.6398226 4.8237850 13.8688333 9.4692659 10.3989781 13.2341320 9.3375960 8.8046086 9.4773618 2.5809173 7.0227662 11.5610682 10.5699919 9.7621637 11.4251657 10.0566620 8.5824307 8.9040583 10.5159954 6.8135888 2.3744831 4.2887498 7.9124427 1.4814023 0.2589410 9.3744777 12.5386111 9.9124427 10.4982012 8.9937100 4.0996319 10.2405678 8.7306756 9.2404727 12.9392135 7.4910217 9.5179591 6.3535174 5.6165518 10.7015985 8.8148679 11.5536212 10.5627812 12.4074771 9.1828231 11.5747162 9.1578537 10.5786726 9.7581821 10.5902907 -1.3259010 8.6527486 10.7289814 11.6406156 9.7007204 9.5382241 11.4755443 8.7851735 10.4545777 11.6836917 10.7558543 5.1975981 9.8020323 8.3104815 5.6513187 5.7825632 -1.3259010 8.8123099 6.5627812 12.7577666 9.7238865 9.3692662 10.1698931 10.4247450 9.7628263 7.0447252 10.5281545 9.2305441 7.6852653 9.3393739 0.2589410 5.1818341 5.5688560 0.6740086 7.7481794 2.9959729 10.8383165 5.3744761 10.3228449 5.4182001 NA -0.3259010 10.8234676 10.3964187 11.3673072 10.7191151 10.9931456 8.7707531 8.6554910 6.5676428 11.1146477 11.5818675 10.2841401 10.9472508 -0.3259010 -0.3259010 -0.3259010 9.7095245 9.2646251 9.3587866 7.9028568 13.7001724 13.6291884 10.7691053 6.7122436 10.3543975 -1.3259010 NA NA NA 14.6694739 8.0293888 8.9231516 10.5612586 NA 7.8687948 9.2146309 11.0676966 7.0490775 10.5061369 10.0818369 9.3526380 8.8810525 9.3848444 11.3701362 10.3947098 9.3865650 10.6136172 7.7238868 9.6696850 7.1128294 10.7252470 3.5809293 6.9542987 9.3796703 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8564324 6.5988505 9.8626268 6.5184612 1.4814023 8.7654734 5.8932069 9.6728682 10.4218114 11.5318810 10.3407058 0.9959548 6.5627812 9.2951741 4.2286263 8.2664952 10.5988505 6.3535174 -1.3259010 7.3605381 4.8033200 0.9959548 9.2315018 7.0577427 10.6868790 10.5711271 11.3724562 7.9663595 1.2590012 NA 1.6740538 10.1401145 7.7615007 9.1467288 0.2589410 6.8237850 9.382260 10.367960 7.395137 11.202004 8.655605 4.556681 10.438080 4.803320 10.058822 9.681065 6.657031 6.645582 10.171391 6.782562 13.049824 9.273021 9.950162 13.622131 13.589124 6.353517 9.281368 8.860152 7.800743 9.467641 6.266494 13.277201 9.400256 8.774700 4.883494 0.258941 10.647735 7.726606 13.563685 9.968084 12.639191 9.713643 7.924336 7.583931 11.137307 9.337596 16.170424 11.425166 11.805895 13.553526 10.280906 0.258941 10.733044 9.715697 10.392999 8.814868 7.982377 9.602556 12.816704 11.085549 11.058549 1.674054 5.940825 6.544403 11.271625 12.569045 7.795572 NA NA 10.461124 12.393641 11.079371 8.135517 11.182328 11.4743312 12.6712175 10.5711271 11.1818301 10.0485341 7.0490775 11.2660278 5.4942172 9.1023980 5.6740369 9.6747422 5.9124439 7.3178946 12.8516802 8.9501625 11.4537574 10.2901273 1.2590012 13.8477151 7.4953338 5.4422236 10.5755159 10.4672348 10.1872721 3.8834937 9.2997468 11.3897855 9.3268829 11.2010262 6.9869206 11.7009072 10.5057411 -1.3259010 11.9179558 10.4647937 10.5253967 -0.3259010 11.3015719 9.7033252 2.9959729 10.3891420 10.1648888 8.7707531 8.4036589 8.9937100 9.4576583 4.0315893 8.8626268 3.4289196 10.7289814 10.6227702 11.1857907 12.7577666 10.7717409 11.4596948 9.3393739 10.2674292 7.4389099 6.8339097 9.8687949 9.3692662 0.6740086 5.7929803 -1.3259010 10.8576734 12.1407785 9.2608777 3.6282370 7.8687948 8.3088491 10.4087476 TCGA-A3-3331 86 0 NA 1485 kidney stage i t1 n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 2 NA 3 4 3 7 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 0 0 3.433333e-06 1.317845e-06 14.1843971631206 19.8581560283688 9.21985815602837 36.1702127659575 20.5673758865248 8.5218544 11.1986557 9.9950742 7.4000136 10.3878707 8.8447980 -1.6277165 8.1720849 9.4714549 -0.6279394 0.5986510 5.3607927 8.4000131 10.0991768 8.1778510 10.9980443 11.6586650 8.4988117 9.6621261 11.6586650 11.9232146 14.9582159 10.1914880 11.8283333 9.3371701 6.8799018 8.2547504 10.6508470 5.7899587 NA 8.2409296 9.2532211 10.0638507 9.9310062 3.8315429 1.8315530 8.3636289 9.5501496 11.2217078 9.2222940 5.9419631 5.0014645 10.3465218 10.1489515 6.7074972 11.3221163 4.3721094 10.3263035 10.4127394 7.7362416 8.0983253 2.8315327 11.8458130 10.1085092 10.6909325 8.0777397 NA 10.7748289 2.2100459 8.9589470 8.0123519 2.0725517 9.8734469 9.7941720 8.9122352 9.7337167 -1.6277165 6.7899600 8.8233182 0.9570974 11.2688181 10.3558135 9.0897836 5.4381964 12.3706174 16.4465884 10.9759654 8.1762385 9.8589422 15.8266716 9.3087452 8.6632781 10.8697096 5.0586066 9.4435696 7.2820005 10.8569302 5.7814987 12.5613913 2.1825652 7.9047165 9.6111089 10.8409857 8.7296591 3.5420351 9.6990984 8.5668642 12.8413674 8.2128849 14.4960869 9.7002210 10.8741484 7.7772487 11.1671322 NA 3.3263072 12.5494489 11.9614073 8.1419452 5.8315378 9.1093546 10.5231238 6.3204738 11.4101688 9.9872771 9.1286636 9.4000131 9.1786569 NA 10.0271907 8.8150508 9.5997232 10.1998469 9.2797489 8.6069248 11.5018780 9.2976617 12.0531260 1.3721163 0.6940333 9.7013430 9.5876403 7.9438598 10.2065783 -1.6277165 6.2175972 4.6388963 13.2943199 7.4381964 10.7563513 12.9308866 10.2585659 8.1017278 8.9025135 4.2789958 7.0231589 10.9139298 11.2209257 9.9386370 11.8837722 11.0161888 8.3678742 9.6206278 10.3889155 5.2175991 0.6940333 6.6057269 7.3350035 -0.6279394 -1.6277165 9.2339695 12.3736914 9.8468272 9.9376854 9.7449722 3.6940333 10.7721861 7.6176599 9.7730721 11.2797490 8.0231589 8.6045280 5.1402920 5.9893184 10.2199476 9.5407794 11.8795302 10.6120040 12.9339918 8.5065337 11.1108328 9.0673354 11.1653041 9.9151390 8.8799018 NA 9.0760107 10.6572205 12.2276940 8.7864013 9.8528974 11.3002554 7.9073828 10.4192312 11.0895695 10.9250164 4.7119574 9.2797489 7.6371827 5.8878079 6.2362936 -0.6279394 9.0837742 7.9831321 12.3723713 9.6253638 9.0123522 10.9073826 10.6624141 9.6235896 8.2894795 10.5077652 8.7307585 7.9343496 10.2366804 0.3720606 4.8478416 7.7406139 2.5420351 7.4273900 3.5013882 10.9015377 6.8679619 9.7860101 6.9906032 -0.0429026 NA 10.8848477 10.1726028 11.3826353 11.2491996 10.9322012 8.7931201 10.0413910 6.0772558 11.5998736 11.5968626 10.0231589 12.3465218 -0.6279394 0.6940333 -1.6277165 10.1294972 8.7019035 9.8774226 6.8025603 14.5921265 14.5471304 10.9643306 7.5009008 10.0725469 NA NA -1.6277165 NA 14.4829779 9.1477175 9.4205942 11.5421888 -0.6279394 8.8518874 9.1445290 10.9973595 7.0409921 10.6140904 9.4435696 9.7563513 8.6259546 9.1311632 11.3293907 11.7244266 10.1762382 10.9146555 8.0462995 9.6211081 8.0863528 10.9025136 5.3574922 8.3103638 9.5839955 0.00128320 -0.00315120 0.00580640 0.41446000 -0.00097017 -0.01601700 -0.00369110 0.01223700 -0.02630400 0.02146300 0.00128320 0.00128320 -0.00414060 0.01028500 -0.51692000 -0.49517000 -0.50510000 -0.50510000 -0.01581700 0.44511000 -0.00059830 -0.01601700 0.01181800 0.01181800 -0.50764000 0.00903120 -0.01009600 0.00041593 0.00944910 0.00124810 -0.02630400 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.407 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.407 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0807601 6.8878067 10.0876403 6.7569779 0.3720606 8.8015140 9.0303187 9.4550080 10.0254001 11.1938633 10.1906894 -0.6279394 6.3493865 9.1203001 5.5619310 7.8818824 10.9518945 5.1402920 0.3720606 6.8639607 5.2789995 1.1794474 9.0132559 7.4858494 11.2113445 10.9980443 10.4423892 8.0914962 1.8315530 NA 1.1794474 9.8046491 8.8498654 9.2168130 -1.6277165 6.6435705 10.0240559 10.7277336 7.8150508 9.9034887 9.3986306 4.9266969 11.0755783 6.6152809 10.0978995 9.4981663 6.5864270 6.6009253 10.3780826 6.7941715 13.3952551 9.7936461 10.4585752 13.5308747 12.6098871 8.2455513 8.7351468 9.9073825 7.5193123 9.4635426 6.3204738 12.9243560 8.7504022 9.9808241 5.2049975 2.6940333 10.0634145 9.8709565 13.6866551 10.2443974 12.0531260 9.3472387 8.2984031 8.2316422 11.3142551 10.2585659 15.6461486 11.8837722 12.0461891 13.2925531 11.1986557 -0.6279394 10.9199657 9.1344892 10.8017755 9.5407794 8.0777397 9.7830884 12.9379233 11.1265772 11.5694760 2.4595628 6.4595693 7.1986552 11.2629415 12.5617002 7.7052626 NA NA 11.4183786 12.4840579 11.3024565 7.6412339 11.0638507 11.1944789 13.2239538 10.9980443 11.6586650 10.1914880 6.9305280 11.1154690 7.3378912 9.0699435 5.8878079 10.5769840 6.7074972 7.8917436 12.8277318 9.0374432 11.8527712 11.0143846 1.8315530 13.9204776 7.0208966 6.9343502 9.4883081 9.9692286 10.4724411 5.8315378 9.2646500 10.2328062 9.3263036 10.7673736 7.7340511 11.8269206 10.2101292 0.6940333 12.8004674 10.1402916 10.2786221 1.8315530 11.7885089 10.1131529 2.6200233 10.0378872 8.1000278 9.3138884 9.5606960 9.7449722 9.4364390 4.8478416 9.0777397 5.1922849 10.6572205 10.4110262 11.4403817 12.3723713 10.0476233 11.0502672 10.2366804 10.4615577 7.3204747 7.2969199 9.6540372 9.6306732 -1.6277165 7.8334841 -0.0429026 11.2374538 11.3252324 10.1717935 5.0159614 8.8518874 8.4714549 10.1063935 TCGA-A3-3335 41 0 NA 1886 kidney stage ii t2a n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 4 1 2 8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.9450786 10.8312103 8.7691605 6.3674584 9.7719295 8.5575832 6.2048372 11.0528629 9.2640590 NA 3.5288588 5.1716712 7.0718356 7.9933336 8.0121926 10.1414755 11.9410857 7.8168685 10.2094411 10.8522928 12.0865078 14.9815125 9.9992534 10.6447629 8.0284946 6.3248736 8.2670062 13.1918548 7.7925300 NA 6.4868736 9.1051555 10.4956943 9.9879846 2.6523029 1.3303863 12.8422035 9.5759211 10.5893270 8.7183856 5.6157694 13.3768104 9.6959618 10.9861973 6.6820437 10.4319065 5.3152619 10.9299714 11.9057501 8.8074522 8.0051490 2.4458326 10.2889212 9.9052773 9.8932469 8.5703646 0.7453664 9.9089550 2.5045695 9.5381963 7.0807962 0.7453664 10.6534232 8.7010559 9.3066940 9.3777652 -0.2546336 5.6402247 9.6010532 8.4767251 9.6996023 10.4226851 8.0051490 3.9933302 13.0808626 13.7768487 10.1387964 9.2490528 9.4415042 16.4353903 10.1510793 8.4000422 9.9259368 4.8114967 9.5284041 7.3152619 10.3670000 5.7897997 12.6082370 2.7498989 9.3900645 8.7580306 9.1452179 9.0457586 2.9153297 9.5782959 8.6219229 12.3271950 8.0874809 13.6274667 8.3415958 11.5000429 8.1632587 12.7210748 -0.2546336 3.6522914 13.6850311 12.2199992 8.0985527 4.1716712 9.4826533 8.2048377 9.7559341 10.5810617 8.6095921 8.3545848 8.7746932 9.0133632 -0.2546336 10.0133630 8.2089303 9.4266445 10.8827173 8.8591480 7.8721103 11.6726358 9.7439964 12.9619245 2.2048293 0.3303289 10.1500153 10.6181193 9.0963451 9.4449784 0.3303289 7.2048372 4.0673376 13.9630608 8.6234568 9.7836392 11.2549336 9.1269489 9.6196190 9.5830339 3.1377166 6.6702186 10.2256913 10.6130708 10.1940385 12.3679635 9.7636061 8.2027870 10.0991042 10.9521151 4.3601184 1.9153297 4.2689658 9.3555079 3.5002922 -0.2546336 9.7376362 13.2587635 10.2816532 10.3157360 7.8669395 4.3258541 9.7262595 8.6981473 8.8606056 10.8288853 8.4902400 10.4209220 9.2038127 6.3378627 10.9237596 8.3095555 11.7576813 11.2623371 10.7583796 9.2406714 12.0945489 8.5185450 10.6424951 9.8054263 11.8089696 0.3303289 6.7677740 11.4007131 10.4203397 9.3678972 9.8368414 11.9305911 7.1334228 9.2903705 11.3820306 11.4488770 3.5002922 10.3237786 9.2037613 4.2999919 7.3190534 2.0673289 8.6981473 6.5135902 12.6380436 10.4694934 9.2130116 10.4410693 10.7636061 9.4009366 3.7898023 11.3948014 9.2942279 8.0560188 9.8688807 NA 4.8328698 5.9742241 10.5969325 9.8951531 3.3303720 11.2203794 4.1377248 10.5525475 6.9723963 NA NA 10.6428733 10.6545490 11.5761192 11.2983152 10.9697091 9.2282138 8.8394838 5.9782574 10.0197840 11.0130705 10.0400266 9.8114951 0.3303289 -1.2546336 NA 9.4018307 9.8341942 9.4969500 7.6731840 12.3944375 12.2734937 9.5160699 9.2283752 10.1291103 3.2048450 -1.2546336 0.3303289 NA 14.0340918 8.0469019 9.4195983 10.0996554 NA 8.0650779 9.0591960 11.3223626 5.8434387 11.1369181 10.3313074 8.9657843 8.9265581 9.2422597 11.2435072 11.8235568 8.8421212 11.0855342 7.7340904 10.5441774 9.2561702 10.8111586 4.8121388 7.9541282 10.2797089 -0.08072500 0.01279500 0.01801000 0.59062000 -0.00027724 0.00833510 0.00402430 0.02314500 -0.05846200 -0.08072500 -0.08072500 -0.02027500 0.01279500 0.02412700 -0.65171000 -0.59604000 -0.61297000 -0.61297000 -0.05307100 0.01363200 -0.56416000 -0.00581400 -0.07227400 -0.07227400 0.00402430 0.00305220 0.00513590 -0.56386000 0.00235810 0.01922300 -0.05846200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.596 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.596 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8868745 5.8951523 8.9278002 7.5263067 1.0673634 9.4493096 12.1698347 9.8890124 9.7698530 11.3935860 9.8976907 0.3303289 6.2532008 9.6522965 5.2211385 9.4415042 10.7269732 9.2038127 1.5527705 7.8302141 3.7454095 0.7453664 9.2372590 6.8434375 10.7437249 10.1414755 10.8412315 6.6341489 -0.2546336 3.7454095 0.7453664 10.0503277 7.9909588 8.8721103 NA 5.9352311 9.4792688 10.6103658 8.4818079 11.3047830 8.4213630 6.8328685 10.1122745 4.5002922 9.9542500 9.6134569 6.9885802 6.2845641 10.6638966 6.8695272 13.2224685 11.2112274 9.6203874 12.9298939 13.2874705 7.9352305 7.5908961 9.4843426 8.3076485 9.3471766 4.9352287 13.0534605 7.8772627 9.9021211 5.7111893 2.2048293 10.8849573 8.3784011 12.8758156 9.8288853 12.9619245 9.6857196 8.2806812 11.8145200 12.0110210 9.1269489 16.5918635 12.3679635 10.9700107 14.1886085 10.6455180 1.7454095 11.0810755 6.9742241 11.2407613 8.3095555 8.3209454 10.0127779 12.8303804 10.4305927 11.2796991 2.4458326 5.4036188 7.1674703 11.4925500 12.3284887 5.1029562 0.7453664 NA 10.2297254 12.6163486 10.7460046 7.2806817 10.8623996 10.7795171 12.5811603 10.1414755 10.8522928 9.9992534 6.3527356 12.5942245 5.6642695 9.4204809 5.5782957 9.7169496 6.6820437 4.8746888 11.9134230 9.1986766 11.2102069 9.0819124 2.0673289 13.4915528 7.2710446 6.2611058 8.3694704 10.4881365 8.7255455 4.4178323 8.5955928 10.9321392 8.1632587 11.3548156 5.1883495 10.8649956 9.2670064 -0.2546336 12.6311023 10.8522960 9.7475178 1.3303863 10.2655335 10.1611478 1.7454095 9.6126848 9.8308785 8.8785482 6.9548593 7.8669395 9.0769836 5.7226846 7.9002238 1.9153297 11.4007131 10.0440413 10.9968884 12.6380436 11.1815969 11.4127393 9.8688807 11.9014890 8.0985527 6.0027948 9.7376362 9.2522094 1.3303863 -1.2546336 NA 10.4510384 12.1962679 8.2312351 -1.2546336 8.0650779 8.9838108 9.8597991 TCGA-A3-3336 75 0 NA 1043 kidney stage i t1 nx m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 3 NA 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.5288200 0.0000000 -0.0177150 0.8644600 0.5427100 0.3531000 -0.0489320 0.0115730 -0.0046189 0.0100960 0.0100960 0.5288200 0.0119830 -0.5725300 -0.5912000 -0.5912000 -0.5912000 -0.0203240 -0.0342710 0.2957500 -0.1650200 -0.6245900 -0.0470370 -0.0470370 -0.0489320 -0.0193630 -0.0811200 -0.5921300 0.0167950 0.0107930 -0.0035121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 0.822 0.822 -0.165 -0.165 0.538 0.538 -0.287 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 0.822 0.822 -0.165 -0.165 0.538 0.538 -0.287 0.337 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-A3-3343 79 0 NA 945 kidney stage ii t2 n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 2 NA NA NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6650232 10.4995758 9.4981382 7.7350462 9.8047383 8.1844569 7.9542969 4.8600242 8.7889519 NA 2.3998820 5.3482112 6.8088033 9.5259173 8.8099623 10.7918882 11.7718012 6.8272398 9.8617467 11.1291065 12.1209564 15.1183062 10.1857973 11.1127599 8.6417743 6.8634231 7.6286949 12.2215192 6.4587691 NA 7.1754907 9.1120553 10.4836821 9.9823315 3.4349217 2.1130003 8.5195541 9.7411364 11.5179588 9.2405593 5.5167180 4.0515983 9.8157446 10.6602106 5.8318139 11.6427506 4.7568525 10.5789012 10.5354099 8.1736906 8.5081719 2.5280211 11.7570012 10.1862436 10.4163950 7.8723283 -0.4719288 10.7062520 1.0690834 9.6404718 8.1537410 0.5280712 10.3879552 9.3898946 8.5559381 9.5471504 -0.4719288 7.3922187 9.1844571 1.1129670 10.7574519 11.0518392 8.6675835 4.1427402 11.4940185 11.9033432 10.7356567 8.7264774 9.1427420 16.2324560 9.5038802 8.3999375 11.0459476 4.9874619 9.3281231 7.6469734 10.5635186 2.9203505 11.9909179 2.5080483 7.5869441 10.2452802 10.3406107 8.6482702 3.2284647 9.6841153 7.5968107 12.1193208 7.8249486 16.1065884 9.6592462 10.6257550 8.3797812 10.9597909 NA 0.8499993 13.2678661 12.1889195 8.3577548 4.4587691 9.1826682 9.0997849 5.7277054 10.7273978 8.8877817 8.4778590 8.9310442 9.0258840 -1.4719288 9.6001647 8.5434472 9.6404718 10.6837992 7.8111203 8.7994953 12.1220500 9.6207893 12.0646437 NA 3.2284647 10.1059330 9.4662225 9.0555091 9.6637415 NA 6.6726898 4.2559539 13.6802774 7.4646699 10.3941520 13.4750755 9.5103128 8.7203250 9.3110305 3.6573199 6.5392596 10.1251536 10.7824703 10.0123516 11.0889239 10.0869311 8.4793171 9.9709757 10.9432458 4.2004573 1.8499592 NA 8.2694993 NA -0.4719288 9.0787790 13.0061698 9.6695007 11.0754088 8.8656541 0.1130337 9.9579619 7.9792434 9.7950178 9.8833833 6.8943546 9.1871363 5.6979573 5.8226537 10.3048764 8.7676306 11.4032056 10.9592686 12.1357093 8.9689015 11.4481990 8.8431818 10.7377902 10.1893650 9.8203539 NA 8.9935985 11.2381929 8.5133905 9.0574042 9.6967043 11.5051332 8.0535529 10.2576529 10.9466755 11.0203861 3.9542987 9.6061831 7.6683255 4.6573142 5.5614545 NA 8.3044654 6.6879033 12.8544617 9.9448298 9.1718883 10.7255561 10.6675836 9.6866418 5.8678816 10.8734929 8.8734373 8.0238874 9.8295284 0.8499993 5.2962151 5.7664361 2.5280211 7.3386036 3.2284647 10.7502234 5.5167180 10.6399895 6.3380892 NA NA 10.8499603 10.4442849 11.5507468 11.5345336 11.1404400 8.4409215 8.9615655 6.4145212 11.1680512 11.4392369 10.2551018 11.1705353 -0.4719288 -0.4719288 NA 10.0353314 8.9203496 9.4631972 7.0710644 13.3694491 13.5839501 9.7295436 6.7853256 9.9171257 0.8499993 NA 0.5280712 NA 15.4182490 8.0437322 9.7700153 11.0417598 NA 8.5364609 9.1362409 10.8606283 6.9458851 11.0596574 9.4550693 9.5301439 8.9128160 9.0662211 11.2199938 11.2295553 10.0143645 10.3782191 7.7994953 9.8938078 7.0864526 10.7113574 5.0369341 8.1155285 9.8312422 6.5682e-01 3.6954e-05 8.7528e-03 -4.1546e-03 -1.3815e-02 -2.0784e-03 -6.5149e-03 2.0343e-02 2.3251e-02 2.8903e-02 -1.7790e-03 6.5682e-01 3.6954e-05 3.6954e-05 -7.3801e-01 -6.1422e-01 8.7528e-03 8.7528e-03 -8.0244e-03 -6.9530e-03 0.0000e+00 -1.3388e-02 6.9435e-03 6.9435e-03 1.8030e-03 4.9969e-03 -5.8467e-03 -2.7724e-04 -2.8430e-03 2.1183e-02 2.5671e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4472680 6.6879033 9.5921014 6.8486517 -0.4719288 9.1279451 10.3879552 9.1521971 10.0574627 11.4009745 10.0584385 0.1130337 5.9374221 9.3289320 2.6154869 7.3766550 11.0732380 5.6979573 0.5280712 7.6469734 4.0515983 -1.4719288 9.0407727 6.6929390 10.7968812 10.7918882 10.6717471 7.5914273 0.1130337 NA 2.5280211 9.9766648 8.0457018 9.2249996 NA 7.1969168 9.9395432 11.0080650 8.0358268 10.8861339 9.4439116 4.4822287 10.5758378 3.4822287 10.1302671 9.5448404 6.1204888 7.2728658 10.6834829 6.7326030 12.9015771 9.6784142 9.8778663 12.7226352 13.0348976 7.1894540 8.6352494 9.5266227 8.6941952 9.2962165 6.4822287 12.8696205 9.1335116 9.9063271 2.4349351 0.5280712 9.8916195 8.1335116 13.6359031 10.4865850 12.0646437 10.0007230 7.8180510 10.9704574 10.7959893 9.5103128 16.4911484 11.0889239 11.7686745 13.5790712 10.5693492 0.1130337 11.4869474 9.3273139 10.9861824 8.7676306 8.0057907 10.3695966 12.5772001 11.0914669 11.3999374 1.8499592 5.6469719 6.7806972 11.5714013 12.4754865 6.6984574 NA -1.4719288 10.1265500 12.8235859 11.3855681 7.5642059 10.9644835 11.4867662 12.6048478 10.7918882 11.1291065 10.1857973 7.0787795 11.2299884 5.4705466 8.8238013 6.3609226 9.5751561 5.8318139 7.5914273 12.4914503 8.3289320 11.2544632 10.3143018 2.6979517 14.0219815 5.9809735 6.1204888 9.9865413 10.0787790 10.0792598 5.7948187 8.9833593 10.5403076 8.0378072 11.2297719 6.8811788 12.1304991 9.3474130 NA 12.3175659 10.5081718 10.3585475 -0.4719288 11.2783205 10.0318579 3.6573199 9.8645387 6.6828500 8.7079413 9.3929920 8.8656541 9.3709875 6.3093927 8.9041577 3.1130003 11.2381929 10.5981531 10.5829756 12.8544617 10.5812793 11.3654631 9.8295284 10.4491293 7.8431818 6.6365565 9.7380946 9.8927140 0.5280712 7.4999495 -0.4719288 11.2854222 12.5091588 9.2970435 1.5280211 8.5364609 8.0298692 10.3167506 TCGA-A3-3346 68 1 137 NA kidney stage i t1b nx m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 3 3 2 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.9037541 11.4955513 8.7777409 7.7321708 10.0683653 7.3240860 0.8163130 7.7701967 8.5027916 -1.1837689 4.0335199 6.2675021 2.5167212 8.7646583 9.0269624 10.7635629 12.4384574 3.2757223 7.4992854 10.1555844 12.1830232 14.5267153 10.1034264 10.4798493 7.2716180 5.6236474 6.4957719 15.3540404 7.6835701 NA 7.5442118 10.2064601 9.8028443 9.2330888 1.1382247 0.4013028 9.2757227 10.0999583 11.0639220 8.3240860 8.8552102 6.9352322 9.4718219 12.0053436 8.9887188 10.8452332 5.1738430 10.5467613 10.5454870 8.9660382 8.2879663 5.2256837 11.5437862 10.6824110 10.2581978 7.4637500 -1.1837689 9.9562198 3.1989655 9.5089068 7.9837096 2.5167212 11.1561412 10.2107539 7.3398536 9.5903947 -0.1837689 7.1337043 10.0935785 6.7291802 10.1583658 10.5480345 11.7648409 0.4013028 10.7736762 11.3051355 10.5361078 9.2930373 10.1109119 17.1261494 9.7639281 7.3974915 10.0929972 4.9455749 8.5844755 7.5132586 11.6390611 5.6491814 12.5608097 2.7917307 9.0816717 6.2675021 7.0402930 8.9455743 1.8162720 10.1798784 9.3813933 11.4869474 7.9326352 15.2361398 9.1572540 10.1402128 9.6420450 12.9454937 0.4013028 8.4031309 14.0312932 10.9319851 7.9221996 4.1738470 10.3732762 7.9064036 10.8476478 11.3488906 9.1314408 7.9761625 8.7544005 8.9143232 4.2086109 9.0783859 9.7477674 10.3319910 9.6316745 8.8620509 5.9455749 11.8015853 9.6951084 12.5575475 0.4013028 4.0642189 9.2746978 9.8851299 8.7035119 10.1286070 NA 3.8606848 0.4013028 13.9810803 3.4601528 10.5943683 7.2879663 8.9417047 10.0342489 9.9083877 3.4601528 6.2592348 11.3948997 9.5001631 10.3727973 11.2216773 9.6851137 8.3496209 10.4745027 11.1894282 0.8163130 2.5167212 6.4601479 8.7126236 7.4887166 1.1382247 9.0306103 12.5629105 8.8148817 10.6131420 7.8931067 0.8163130 9.4447366 8.4655472 8.9490221 10.1005370 6.0257442 9.1370918 6.6428402 6.7231817 9.2193031 7.4816267 10.6989342 12.7256218 10.1826133 10.0959017 12.0783860 9.0736791 9.4529158 10.2256821 10.5923129 -1.1837689 6.7470288 9.3908848 3.8185438 7.6795174 9.5935465 11.2293902 9.2341437 9.6491813 13.2386845 11.0490119 2.1382247 10.6204222 8.8930934 6.1561417 8.1782351 -1.1837689 8.5828202 6.5976504 12.9144055 10.3290316 8.1869784 10.5102137 11.2770030 8.2980905 3.0642103 10.6520455 9.1200720 8.7806320 9.5322532 1.6236328 4.0257464 3.2086109 2.1382247 7.6523416 4.5167338 10.7730303 0.8163130 10.7761989 7.0139501 -1.1837689 1.1382247 10.9290565 10.6240486 11.3076432 11.0014763 11.8867476 11.0493116 7.9169537 5.4750752 8.8372712 10.5774268 9.8134707 9.8722515 1.9862289 NA -1.1837689 9.7035119 10.0783861 8.1869784 6.4601479 9.9837093 9.1086128 10.0588699 7.5324588 7.9583984 -0.1837689 -0.1837689 NA NA 13.6826525 7.1200720 8.4143436 10.0941598 0.8163130 6.6171912 9.2854649 10.0777984 6.3398536 9.9010996 10.8736061 9.1074619 9.2787935 10.2680175 10.5753471 10.9080571 8.6396583 10.8313577 7.6866560 10.2224377 6.7231817 10.4073460 4.6308423 8.8916634 11.1280395 0.0261510 0.0093681 -0.1038900 0.0220830 0.0164840 0.0223630 -0.4946100 -0.0791540 -0.3444100 0.0081150 0.0244670 0.0184420 0.0093681 -0.0148580 -0.4937700 -0.4733800 -0.4733800 -0.4781300 -0.3477100 0.0220830 -0.4895900 -0.3700800 -0.4807700 -0.4872200 -0.4946100 -0.3493600 -0.4839200 -0.4967900 0.0218020 -0.0276140 0.2711800 -0.495 -0.495 0.000 -0.292 0.000 0.000 -0.484 -0.497 0.000 0.000 0.000 -0.494 -0.494 -0.479 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 -0.109 0.000 -0.345 0.000 0.000 -0.490 -0.490 0.000 0.000 -0.363 0.000 -0.487 -0.487 0.271 -0.073 -0.495 -0.495 0.000 -0.292 0.000 0.000 -0.484 -0.497 0.000 0.000 0.000 -0.494 -0.494 -0.479 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 -0.109 0.000 -0.345 0.000 0.000 -0.490 -0.490 0.000 0.000 -0.363 0.000 -0.487 -0.487 0.271 -0.073 11.0223898 7.1605875 8.2278022 7.4106905 -0.1837689 8.7544005 12.1003923 9.9699065 8.8106446 12.1903457 10.1831598 -1.1837689 6.7111094 9.9202346 1.3843262 3.2757223 9.6578556 6.6428402 0.4013028 7.3937199 4.2757223 1.1382247 9.3011141 7.7111087 10.5476823 10.7635629 10.9806325 7.8877537 -1.1837689 -1.1837689 1.4012482 10.5836481 7.4601471 9.3161371 NA 7.3631860 9.207535 10.098221 9.602561 11.563855 8.898440 7.919579 10.135399 5.516731 10.910369 10.116644 8.008584 5.101692 10.123492 7.234144 12.415623 11.126052 9.429160 12.841777 13.000547 6.799284 8.592724 9.544212 10.797145 9.876987 5.871573 13.542403 5.747027 5.431001 8.380441 3.138225 12.125483 7.015964 12.282750 9.486062 12.557547 8.443825 6.557758 11.140472 11.332976 8.941705 16.352022 11.221677 11.192688 13.214233 10.434677 7.749982 12.306766 5.416205 11.549095 7.481627 8.421771 11.396785 12.193502 10.518897 11.171086 5.259235 7.927427 7.838659 11.272389 12.373875 5.083077 6.242557 -1.183769 12.196888 13.114569 10.682716 7.221432 9.942350 11.8959426 10.8081673 10.7635629 10.1555844 10.1034264 6.7111094 12.2369094 6.3631851 9.3131449 3.8606848 8.5115194 8.9887188 1.1382247 11.8920879 8.3689604 10.3751902 8.8176994 -0.1837689 12.4339882 8.7470580 7.5910780 7.8268472 10.7057951 8.1223528 2.8162925 9.0993796 9.6602122 6.1561417 11.6590344 8.2716185 12.0272669 7.5236506 -1.1837689 12.6810577 11.4644240 10.0171898 -1.1837689 10.6621732 8.5425092 2.9862107 10.7755687 7.7762929 7.8078128 7.0402930 7.8931067 9.0655588 3.7231872 6.2341430 3.1382247 9.3908848 10.9293822 10.2905041 12.9144055 11.4644240 10.8864121 9.5322532 12.0033339 8.7381321 6.5027920 10.2357248 10.6074540 2.5167212 NA 5.4745042 11.1260518 11.7930110 8.2278022 5.2920234 6.6171912 8.5115194 9.3747120 TCGA-A3-3347 76 1 1610 NA kidney stage iii t1b n1 m0 female 2005 1097 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 4 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629629e-07 4.161616e-07 8.82352941176471 29.4117647058824 11.7647058823529 38.2352941176471 11.7647058823529 8.9116730 10.5761394 10.4992278 8.6951068 10.2047724 9.5198013 1.9626601 9.8950816 9.4101993 -1.2072279 2.7909180 5.8588215 6.2273599 9.6366529 8.1370275 11.0468747 12.3017645 8.2377468 7.4074420 11.2231844 12.0828947 13.9924782 10.2542112 11.3113850 9.2367114 8.6049090 7.6160989 14.3303446 5.9424793 0.7927721 9.8486921 9.9582669 10.1989368 9.3954307 4.7234712 1.3776791 11.4191253 9.5274414 12.2449731 9.6240391 8.2147965 7.9090758 10.8182175 10.9667212 6.9973026 11.5968629 8.1124041 9.9707742 10.8361009 8.8628527 8.3123679 4.3473184 12.8509773 10.6141072 10.3630620 7.9194360 0.7927721 10.0124206 2.9896477 9.1022083 8.5576035 2.6996183 9.9645341 10.3706327 9.3299501 9.6620789 4.9012579 7.0827505 9.9149128 4.7469308 12.3222844 10.5592607 9.6460413 6.1146606 12.0265971 10.1839754 11.1658689 9.1112747 9.9303635 14.4687715 9.3616379 8.8439408 9.8309650 5.0406601 10.2562562 7.4293565 10.6814751 9.5189499 13.9642605 3.4876150 9.0816672 9.5052588 9.8534278 8.6875496 -0.2072279 9.5855222 9.5708090 11.6472107 7.9450165 14.9018640 9.2725120 11.6071060 8.9220149 11.5948442 -1.2072279 9.9689049 12.3715762 9.5609161 8.1764360 4.6256212 8.8178714 9.2865873 9.1623291 11.7190278 9.9200814 9.2975507 8.9960800 8.9738842 2.9626601 10.1359175 8.4651570 9.7389071 10.2216154 9.4713320 7.7527339 12.0887963 9.3530648 12.9761346 3.9626601 3.3162906 9.5968629 9.3889216 8.7323109 10.0947995 NA 3.3776929 3.6996183 13.5773156 9.2084736 10.8275308 8.3104010 10.1303537 8.5724513 9.2189966 5.4651582 6.2603381 11.0818862 11.2390398 9.6024999 11.3405975 10.9685932 8.9960800 9.4092806 10.6580785 5.3473219 4.2845882 4.4651582 8.1893368 3.4931734 -0.2072279 10.6973665 12.7719784 8.5740917 8.4092806 9.8418997 4.9626554 10.4957702 7.8289057 9.0332369 7.4757261 7.4401906 7.7440164 7.1236486 6.4147833 9.6905772 9.2408481 11.5783886 12.1024924 13.0865627 8.2980672 10.9168532 9.0781340 9.5392461 10.0624430 8.7425584 1.1146335 8.6240391 11.2598279 7.0448771 7.7230554 9.2704902 11.3326176 6.4437840 9.8861494 12.4276563 10.8755462 5.7115940 10.3172735 8.8154326 5.8801957 8.3338285 -1.2072279 9.0251529 7.8316505 11.9277998 10.1191614 8.5035384 10.8029103 10.2720069 8.8894471 5.6753756 10.5895137 8.8561270 8.2562563 10.5976695 4.3776929 5.0021849 7.2105847 4.7364209 8.6829960 4.8150989 10.5282879 4.3776929 10.8676760 7.0118031 NA 0.3777346 11.2364524 9.6898210 11.7530958 11.3352801 11.3499562 8.9601500 9.2964980 5.6379695 10.6487682 11.0775559 9.6958606 11.6200745 1.1146335 0.7927721 -1.2072279 10.1693999 8.8302788 9.6256219 6.6507129 12.9512626 13.3119995 10.1601466 7.1426983 10.2372291 1.1146335 0.3777346 1.1146335 -1.2072279 14.6074895 8.9701513 9.3935739 12.3798061 -1.2072279 9.3064593 9.5350835 10.9763672 7.2189962 11.1146599 9.3805093 9.4482625 9.3113850 8.5592608 11.2250127 10.2382640 9.8901056 10.6358677 8.2168981 10.1323369 8.7454730 10.6696325 5.6419795 8.2767088 10.4193535 0.0988510 0.0037465 -0.1259000 0.2249900 0.3193200 -0.0074720 -0.0092666 0.0273570 -0.0225030 -0.1573700 0.0988510 0.0988510 0.0037465 0.0037465 -0.3027500 -0.1259000 -0.1259000 -0.1259000 0.0000000 0.2331800 -0.1990000 -0.0580350 -0.2900000 -0.2900000 -0.0092666 0.0114000 -0.3061600 -0.3026000 0.0242680 0.0076749 -0.0190400 0.000 0.000 0.000 0.000 0.298 0.298 -0.306 -0.303 0.000 0.000 0.000 0.000 0.000 -0.297 -0.297 0.000 0.000 0.000 0.000 0.000 0.225 0.000 -0.261 0.000 0.000 -0.126 -0.126 0.000 0.000 0.218 0.218 -0.199 -0.199 0.319 0.319 0.000 0.000 -0.290 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.298 0.298 -0.306 -0.303 0.000 0.000 0.000 0.000 0.000 -0.297 -0.297 0.000 0.000 0.000 0.000 0.000 0.225 0.000 -0.261 0.000 0.000 -0.126 -0.126 0.000 0.000 0.218 0.218 -0.199 -0.199 0.319 0.319 0.000 0.000 -0.290 -0.290 0.000 0.000 10.1464301 6.9116724 9.4220885 6.9213447 1.6000794 8.6382219 10.4651572 10.0984459 9.4464725 11.1291352 10.1579606 2.7927304 5.9726398 8.9601500 6.3318915 6.2684643 10.8189094 7.1236486 1.3776791 7.3241130 6.2021219 1.1146335 8.6920889 7.9090758 10.9200621 11.0468747 10.1706527 7.9850245 1.7927304 -1.2072279 NA 8.9373900 7.9526032 9.3309207 0.3777346 7.6753749 10.7838993 10.6534309 7.9651592 10.8098882 8.7771504 5.4509440 11.1976073 6.8039593 10.3162938 9.9844079 7.0359054 6.2845845 10.0382846 8.4983642 13.4337110 10.0919399 10.1666844 13.3333442 12.4005245 8.3720480 10.1397995 10.2490862 9.2895855 9.7884989 6.8261544 12.9093195 7.8641942 7.8150995 5.7234685 0.7927721 11.5964594 9.7330455 13.3340705 10.2063597 12.9761346 9.4678067 7.8011606 10.9145890 10.6545941 10.1303537 15.8666223 11.3405975 12.5885686 12.6714533 11.4318464 1.3776791 10.9682814 9.8748809 11.8874693 9.2408481 8.2885870 10.3463611 12.4784662 11.8446205 11.5225628 3.3776929 7.1502835 6.6753742 10.8189094 12.6417459 7.7927317 0.3777346 NA 11.5486626 12.7973912 11.5565563 7.3280070 10.8718832 11.1549497 12.7192132 11.0468747 11.2231844 10.2542112 7.7145725 12.8847456 7.1056152 8.1590539 6.1764365 10.4651572 6.9973026 6.6996224 12.6556413 9.0070508 11.7748341 10.9015829 1.6000794 12.6210667 8.0078038 7.6905770 7.9723423 10.1073150 10.1236487 4.9220170 9.0034032 9.9064740 7.0359054 10.8675423 8.1957438 12.7594175 11.3663790 3.0406645 11.2868374 10.3986742 10.1775156 1.9626601 10.6534309 9.4660410 4.0406558 10.4270891 8.1236486 9.2825797 6.8588215 9.8418997 9.8034208 7.7527339 8.1699425 6.5000914 11.2598279 10.8357591 11.0061399 11.9277998 9.6784281 10.5223526 10.5976695 10.9223369 7.4220883 8.2501127 9.6113140 10.0993632 1.6000794 -0.2072279 NA 10.6374376 11.1371054 9.3870564 3.1146669 9.3064593 7.4074420 10.0197460 TCGA-A3-3349 34 0 NA 1385 kidney stage i t1b n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 2 NA 1 7 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 9.016834e-07 2.080808e-07 9.09090909090909 18.1818181818182 21.2121212121212 27.2727272727273 24.2424242424242 8.8261782 10.1841692 9.2960921 6.8541927 9.9043837 7.9611076 -0.3056101 9.6835526 9.1851720 -0.3056101 0.5857317 5.4756816 6.3236781 11.2380781 8.4016804 11.1383008 12.0950673 7.5554082 9.3982249 10.6272741 12.3659729 14.2707297 10.6357357 11.4412554 9.4976451 9.2717501 6.9517090 12.0674583 6.3016517 -0.3056101 9.9505299 9.4357882 10.5164937 9.9267422 4.3667488 1.5016684 8.2811608 9.6302229 11.2142032 9.2402511 5.9981030 7.1901763 9.9171162 10.7128692 5.3667453 10.4887371 6.7550171 10.2217983 10.5650712 8.3345660 8.2354179 4.5523033 12.0434642 10.3676303 10.2665478 7.7630995 NA 10.5917886 1.6089038 8.8519967 8.3273164 NA 9.9019457 9.9791453 8.9013355 9.5751062 1.8642555 6.3453733 9.2011246 4.4222397 11.4517113 10.5834449 11.0411119 8.3843193 10.0396211 11.4355776 10.8367475 8.5891391 10.9605221 15.6096288 9.6191338 9.0747824 9.5232510 4.8028446 9.8158548 7.6131846 10.5452894 8.2622772 12.1191436 2.9422517 8.8299279 8.8491392 12.3398671 8.8106651 7.1121736 9.7111295 8.3525326 11.4134961 7.7055488 15.0202333 10.2070617 10.3621734 7.2100216 11.2073086 NA 6.7055481 12.4625056 11.3777545 8.6191338 4.6250600 7.3947611 11.2884126 7.6426886 11.4846698 9.8673737 9.4307231 9.0812616 9.4256404 -1.3057884 9.9068177 8.8804354 9.2867784 10.3480621 9.7332403 7.9797236 11.4612187 10.1226814 11.9707365 2.3947611 2.9422517 9.9622783 8.6644270 8.7468895 10.1578456 NA 2.7817793 1.8642555 13.6175094 7.4085667 10.9324274 12.1297311 9.1951630 8.5382425 9.5168921 4.5523033 6.7111301 10.1158601 10.7731392 9.6787397 11.2112844 10.3742412 8.2315395 8.0026603 10.6105739 6.7111301 3.8642456 5.7166892 7.7166892 0.2792930 -0.3056101 9.4625055 12.7000335 9.1465626 10.2655999 9.8754735 2.8642555 10.2436246 7.9374951 10.3270620 9.0736998 7.4822239 9.3755597 6.5951874 5.8440692 9.5468507 8.8541927 11.3511930 11.0543453 13.7267975 8.8841458 11.1796475 9.0973332 9.7844336 9.4575336 10.7125214 -0.3056101 9.0769452 10.8850719 10.6174407 8.2180987 9.8717408 11.5421616 8.5936783 10.5105050 11.4064183 11.1068911 7.5616003 9.3587685 8.5185957 5.5891403 7.8516685 NA 9.1690411 7.3525326 12.8357898 9.2247277 8.4137100 11.5190812 10.0020912 9.7387153 8.2736371 10.8060992 8.7844336 7.7870785 10.4098543 4.7387138 5.1037116 8.9422488 4.9611093 6.8080632 4.6715991 10.6161622 6.3236781 10.6666944 5.8578193 NA 0.6943008 11.0750529 10.5612138 11.5658415 11.1801505 11.5851555 8.0844901 8.9945251 6.3848787 11.9128845 11.3724812 9.8548230 11.6744608 NA NA 0.2792930 10.1362279 8.7989198 9.5343124 5.7387165 12.9166634 14.9246795 11.7558612 8.0041839 10.4051277 -1.3057884 1.0162824 -0.3056101 -0.3056101 14.6115068 7.9469870 9.7644422 12.2967882 NA 9.0791050 8.8651100 11.0513234 7.5016764 10.3136242 9.4085669 9.6353688 8.7724720 9.1537529 11.0094708 10.9505299 9.5168921 10.5216639 8.1475921 10.1654782 9.4575336 11.4610572 5.5155201 8.2641770 9.9315312 0.00402430 0.00652620 0.00360760 -0.00069303 -0.01202400 0.00000000 -0.00719580 0.01335300 -0.01931400 0.00346870 0.00402430 0.00402430 0.00652620 0.00652620 -0.43602000 -0.42134000 0.00360760 0.00360760 -0.00456950 -0.00415460 0.00332990 -0.00595740 -0.00020487 -0.00020487 -0.00304750 0.00555290 -0.00401620 -0.43561000 0.01433000 -0.00013862 -0.01931400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.3131656 7.0252381 10.7854260 7.6319599 -1.3057884 9.4814075 6.5208701 10.4757753 9.4641591 11.2249836 10.1419212 2.8642555 6.2792837 9.2546540 3.9422517 8.8287477 10.7246435 6.5951874 -0.3056101 7.0736992 4.2792856 1.5016684 8.7577163 7.5240441 11.4079097 11.1383008 10.6567365 6.9935295 1.0162824 NA 2.1537405 9.8364283 7.9727708 8.9243416 NA 6.2942348 10.191175 10.736323 7.939874 10.051873 9.179144 6.449208 10.770469 4.903776 10.136746 9.149649 6.884146 7.475681 9.944620 7.639765 13.136228 9.996960 10.216412 13.248550 13.065690 6.760410 9.473220 10.292374 6.671601 9.372921 5.217882 13.266962 9.757042 9.807412 5.727744 3.217882 10.222287 8.038617 12.591883 10.030828 11.970736 9.769132 7.465810 8.963448 10.538242 9.195163 16.223309 11.211284 11.698190 12.929288 10.742808 2.694323 10.941655 10.857971 9.887847 8.854193 7.846606 10.085565 12.800639 10.341330 11.644144 5.716689 5.988941 6.787078 10.988080 12.580399 7.749604 NA NA 10.119537 12.578396 11.412171 7.564686 11.040558 11.381478 12.873997 11.138301 10.627274 10.635736 6.060644 9.486298 5.694320 8.792353 7.217883 10.364092 5.366745 8.493603 13.650412 8.620617 11.394978 9.874852 2.153740 13.573282 6.110317 6.153753 9.070913 9.837067 11.019064 7.841526 9.414566 9.783110 8.506338 11.445656 6.654324 11.076405 11.876095 2.601221 12.730151 10.526420 9.953476 2.153740 11.200133 9.983187 2.781779 10.028595 6.060644 8.885380 8.194167 9.875474 9.457567 4.309031 8.931531 6.765784 10.885072 10.657217 10.849139 12.835790 10.339079 10.930036 10.409854 11.124251 7.963448 6.462506 9.749604 10.106362 1.694301 5.564686 NA 10.276463 11.394676 8.869247 5.422243 9.079105 7.951709 10.009471 TCGA-A3-3351 42 0 NA 910 kidney stage ii t2a n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 2 1 2 NA 2 4 3 8 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0489304 11.0001612 8.7489231 7.5431324 9.8637395 9.8146703 -1.2283679 7.8814737 9.9371783 NA 2.0496308 6.3640996 6.8323394 9.9289900 9.3204650 11.0839588 11.8245507 7.6013660 8.8323391 11.9461007 12.0400388 14.4591910 10.3794357 11.7413893 9.7374274 8.2125124 8.0777050 12.5807600 5.9009272 -1.2283679 9.0160068 9.4995635 10.4668714 10.1042391 4.4155018 1.7716321 9.1137177 9.4995635 12.0600766 9.0799820 6.0845257 9.1650336 10.4858886 10.0518339 5.0384274 12.3451719 2.0935602 9.8584428 10.5993827 8.1682479 8.6573395 2.8591148 12.3597720 10.4802959 10.5177374 8.4316388 2.5789870 10.1962502 3.3439194 9.1618121 8.2351675 0.7716321 9.8918809 9.9403152 8.9798773 9.2123877 0.7716321 6.9060692 8.8524605 1.5789870 11.9015700 11.0884902 10.4824495 4.2310714 11.9548938 12.0316805 10.8447804 8.2072716 9.9657843 15.4173578 9.3281491 8.3789732 10.0725676 5.5265321 10.2956950 7.6202660 10.8918809 6.3936942 12.6927401 3.0316775 9.8762024 9.3386484 10.6905063 8.6679755 3.3566087 9.8050660 8.3879712 11.5753706 7.8749310 15.3811276 10.8634090 10.7882668 7.7716433 10.9349783 NA 2.7716532 12.2662487 11.5595456 8.4244880 4.4440707 9.1170482 9.2249136 7.3603573 11.1225822 9.4262790 9.3863529 9.2290240 9.1820944 -1.2283679 9.5902253 8.1810340 9.2135497 10.1725225 9.1916031 8.8242110 11.9434125 9.7388693 12.6553364 3.4720848 2.0935602 9.7772676 8.4082677 9.1159389 10.1628866 -0.2283679 6.4226955 3.2952087 12.9043837 8.9859623 10.9280422 10.6377628 10.2569692 8.2433182 9.0811194 5.1979086 7.0524137 10.5773869 11.4168511 9.8663806 11.3783073 10.9886919 8.5546414 8.1703868 10.5701149 6.1466817 0.7716321 6.4927425 7.7716433 1.3565946 NA 10.0401850 13.0292519 9.1968590 11.3170902 9.9521738 4.9415665 10.7474910 7.6755252 9.3999792 8.8723055 6.8484589 8.7431867 6.1894965 7.0288896 8.9277261 9.4528814 11.4768434 10.7635191 12.6509391 8.3030245 10.6657029 9.0016635 10.6619073 9.9390612 9.0969486 NA 9.2010499 11.1553473 10.1981751 7.3837371 10.2514234 11.1313926 8.5676827 9.8174028 11.3884216 10.9076729 5.4581425 9.0396001 7.7507827 5.7258393 6.9315141 0.7716321 8.5012640 7.8879870 12.5962041 10.0466035 8.0219416 10.8481246 10.1968589 8.9737668 6.1203706 10.7449816 8.5966016 7.9440707 10.6516091 0.7716321 4.4995653 7.3641005 2.6454480 6.7603274 4.6542866 10.2976532 6.2634964 10.7232629 6.9052991 -1.2283679 NA 11.0263765 10.0765647 11.8635742 11.3322147 12.0741392 8.8187669 10.5804866 6.1914343 11.4480409 11.6873357 9.9896007 12.6671237 -0.2283679 1.5789870 NA 10.3509590 8.5248598 10.2453488 7.0477674 13.1089862 13.2465531 11.1542671 7.1398000 10.1126058 2.8591148 0.7716321 -1.2283679 -1.2283679 14.8314311 9.3752693 9.7090169 11.2947149 -1.2283679 8.7316449 9.1068100 10.8899353 8.4136948 11.2717380 8.6949704 10.0605091 8.8683583 8.9086343 11.1981699 10.3881919 9.9914165 10.7163551 8.1767845 10.5531789 7.7053338 11.4291848 5.8234513 8.5888986 9.6280685 0.0041632 0.0000000 -0.0015243 0.4657000 -0.0049844 -0.0062286 0.0045800 0.0192230 -0.0369390 0.0109820 0.0109820 0.0041632 -0.0010447 0.0000000 -0.5038900 -0.4953800 -0.4953800 -0.0125760 -0.0019399 -0.0320800 -0.0011087 -0.0062286 0.0041592 0.0055529 0.0045800 0.0052749 -0.0048461 -0.4974600 0.0069435 0.0175360 -0.0374010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5202553 6.6905065 9.9540373 7.2917905 -0.2283679 8.9527954 5.7258393 10.2219986 10.2829016 11.1990135 10.1719889 3.0195774 6.1203706 8.9896008 7.4009998 7.0195707 10.9941361 6.1894965 1.9415571 7.8023102 6.1639596 0.3565946 9.0171956 8.9150264 11.4480762 11.0839588 10.3484108 8.1313924 0.3565946 3.4720848 2.6785227 9.5789979 8.1092650 9.5894263 1.3565946 7.9663999 10.2104349 10.7435458 7.6875227 10.5315312 8.8336893 6.1810349 11.3293461 5.4581425 9.8736187 9.6366029 6.5530026 6.4858889 10.0697057 6.1979086 13.0336645 9.6342803 10.2824073 13.2249137 12.8507111 8.4995637 9.7352617 9.6473924 8.2574722 9.3156414 6.8537923 12.9748381 9.2804281 10.5826163 4.9415665 2.0935602 9.7243842 9.7272929 13.6077921 10.6702444 12.6553364 9.8377323 8.4738157 11.2428102 10.2156225 10.2569692 15.9317311 11.3783073 12.4499131 13.5340251 11.5437514 2.2310637 11.3605919 11.0870757 11.3300638 9.4528814 8.0195707 9.9446955 12.8594374 11.9209139 11.5223479 3.7258393 6.1810349 7.0290310 10.8279420 13.0060863 6.4082669 -0.2283679 NA 11.1033997 12.5108963 11.9412424 7.5886269 10.8282807 11.075138 12.954580 11.083959 11.946101 10.379436 8.061662 11.874111 7.601366 8.925195 6.696456 10.469045 5.038427 7.578998 12.838285 8.628069 11.920914 10.579803 3.295209 13.911954 7.737485 7.436979 9.828802 9.522350 10.325272 6.172522 9.046603 9.663427 7.559545 10.763165 7.607694 12.629430 10.286850 3.981095 12.283149 10.165033 9.981096 2.472072 11.850127 10.315642 4.231071 10.305946 3.725839 9.044273 8.669489 9.952174 9.690007 5.019568 8.714158 3.093577 11.155347 10.445394 11.170120 12.596204 9.915664 10.402365 10.651609 10.474681 6.995645 7.791234 9.667218 9.880168 1.356595 2.028640 3.629625 11.360123 12.173682 9.534855 3.295209 8.731645 7.911194 10.216658 TCGA-A3-3352 NA 1 561 NA kidney stage iii t3a n0 m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 2 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.2770009 9.7875877 10.0208429 7.0731079 9.8488318 7.8128082 -0.3836423 6.6974597 8.6470781 -0.9686048 0.6379348 5.1607306 8.4587613 9.8111677 8.6842935 11.0307438 11.8572022 7.5071818 8.5908254 11.5510847 11.7694351 13.6280033 10.0440729 11.5515760 8.0258018 6.6164106 7.4702399 9.8234252 5.2698523 NA 7.9186689 9.8765464 10.2237412 10.0894402 2.3533798 2.3533798 8.5342803 9.6976724 11.1429101 9.4608552 5.8452291 6.3443314 10.2234329 10.4934394 6.2457675 11.4639903 7.3911980 10.5922588 9.9413415 8.5908254 8.4043135 2.7863454 10.9139004 10.0961912 10.5432010 8.4754278 -1.6237096 11.0595081 -1.4426144 9.1471423 7.8500305 1.3533798 10.2518268 9.4275180 8.7542559 9.4184748 -0.3836423 6.8956347 9.4538601 1.4908781 10.4403088 10.9640323 10.4102851 4.7179505 11.8756157 11.1064261 10.3851466 8.8863166 10.0513865 15.9427702 9.6084051 8.6498339 10.1668371 5.1189120 9.8021123 7.6050957 10.6479973 6.2888366 11.8965050 3.1078385 6.8188608 9.3701848 10.8252549 8.7292846 4.7996313 9.5706071 8.1633055 12.5775591 7.4949732 14.2404354 9.7344868 11.0780660 7.1055901 10.9300498 NA 3.3168553 12.7327549 12.1174187 8.0356690 7.0314481 8.4826595 9.9137094 7.4535135 10.8406136 9.1950980 9.2554500 9.2536395 8.8103470 NA 9.7082869 8.5233016 9.2007471 10.9699254 8.1529819 7.6013043 11.8996141 9.2758123 12.7842472 1.2013829 0.6164518 10.2469814 9.9380798 8.6126489 9.9983143 -0.3836423 7.5471483 3.5860321 13.9919029 10.0978740 10.8321461 11.5199162 9.4831747 8.9224726 9.3511206 4.0087289 7.4129915 10.9368354 10.8804625 9.6308963 11.6734606 10.3338017 8.5481333 8.9614465 10.9900011 3.3533798 1.0314658 4.7456945 8.1122659 4.3890023 -0.9686048 8.8548157 12.3399296 9.9903635 10.4831747 9.1432363 2.9383423 10.5889121 8.5041393 9.7411225 13.9458335 7.7929998 10.1360472 7.9592265 5.7109276 10.4959942 9.0860526 11.3863864 10.9186690 12.5398003 8.9547983 11.8532224 8.8886519 10.3909234 10.1393193 8.8484320 -1.9686048 8.5021074 10.8113729 11.5522279 9.0225379 9.6489159 11.7181677 4.6461569 10.4381849 11.7467669 10.8470318 3.3890023 9.3801766 7.8042246 6.5898698 6.2935434 NA 8.6313612 7.1294809 13.0576260 9.7060821 7.9621858 10.5713342 10.8882630 9.5998796 6.8611713 10.6578259 8.9547759 7.7266766 10.6443169 0.3533233 5.6753050 6.4577125 2.8894346 6.3845956 3.4237664 10.5972645 6.8706520 10.3319898 6.3542335 -1.9686048 -1.9686048 10.7221012 10.4939507 11.7888384 11.5865168 11.5818344 8.7231920 9.5618548 6.5805013 11.1868991 11.6292682 10.4795647 11.8928261 -0.3836423 -1.9686048 0.3533233 9.9213326 9.2935431 9.2999903 NA 13.6644436 14.0539246 10.3277911 7.5422325 10.1169208 -1.9686048 -1.9686048 -0.9686048 -1.9686048 14.7170322 8.3156939 8.9002709 11.3632051 -0.9686048 8.5879545 9.3228608 11.1130983 7.6753043 11.1429101 9.7056407 9.6874263 8.6145313 9.2752173 11.0907928 11.0291572 10.0486048 11.4510136 7.7896719 10.2315102 7.7266766 10.5150123 4.4677425 7.7792551 9.8925352 0.00861350 0.01084200 0.01838300 0.57059000 0.00000000 0.00499690 -0.30600000 0.00652620 -0.08996900 0.00861350 0.00861350 0.00861350 -0.00119340 0.01084200 -0.59983000 -0.59983000 -0.59983000 -0.56485000 -0.29083000 0.01433000 -0.29000000 -0.00581400 -0.29038000 -0.29038000 -0.29476000 -0.00027724 -0.00193990 0.00374650 0.00819590 -0.00013862 -0.06397200 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 -0.291 -0.291 0.000 0.549 -0.294 -0.294 0.000 0.000 0.000 0.000 -0.290 -0.290 0.000 0.000 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 -0.291 -0.291 0.000 0.549 -0.294 -0.294 0.000 0.000 0.000 0.000 -0.290 -0.290 0.000 0.000 10.7491248 6.9798161 9.6994470 7.1622503 0.3533233 9.1062588 7.4429592 9.7691648 9.1652329 11.4329546 10.1994937 0.3533233 6.3757450 9.2396828 3.8388005 6.9827335 10.6093492 7.9592265 1.8387905 7.0840164 4.1189079 -0.3836423 8.9064298 8.0689953 11.2219552 11.0307438 10.7500840 7.6553296 0.3533233 -0.9686048 1.4908781 9.8528238 8.0356690 9.1055898 -1.9686048 6.6350752 9.7362167 10.5960743 8.1516863 10.6813782 9.0765254 4.9262652 10.6621706 5.0314481 9.9993950 9.9950670 6.7179492 7.2602675 10.4317942 7.4888291 13.3601934 10.4285882 10.0918065 13.2489139 13.4990221 7.3488609 8.7491249 9.4026806 7.7126866 9.2262053 5.8193514 12.7645167 9.2590644 10.4600702 4.3168481 2.5550063 10.5010902 8.4847190 12.4528558 10.4453407 12.7842472 9.9311829 8.0058631 6.8831980 11.4257771 9.4831747 16.0116493 11.6734606 11.4768513 14.3084633 11.0347906 0.3533233 11.4077095 9.1175847 11.1069275 9.0860526 8.3556290 9.8917594 13.1157170 10.8765463 11.6762038 0.0313952 5.8193514 8.3856976 11.2453120 12.6967288 9.1957268 -0.9686048 NA 11.2389203 12.7169637 11.4748168 7.8611713 10.7133456 11.240445 12.814754 11.030744 11.551085 10.044073 7.269853 11.118248 6.155569 8.678907 6.551085 9.949193 6.245768 7.312220 12.931917 9.745694 11.748161 10.455090 2.675297 13.883880 7.138221 6.428054 10.277156 10.189743 10.414343 4.973965 9.032153 11.668753 9.588797 11.157992 7.139973 11.792792 10.140953 1.031466 12.276035 10.436058 10.625073 1.353380 11.556969 10.487289 2.555006 10.071396 10.390923 8.930050 7.947328 9.143236 9.393957 4.240902 8.731021 4.675302 10.811373 10.375950 11.218027 13.057626 10.717949 11.514634 10.644317 10.381835 7.453513 6.889430 9.690998 9.268061 2.938342 3.457712 -1.968605 10.524053 12.466436 9.761919 2.938342 8.587954 8.645238 10.249709 TCGA-A3-3357 62 0 NA 2688 kidney stage ii t2 n0 m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 3 4 3 6 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 2.358249e-06 7.629629e-07 2.1978021978022 21.978021978022 18.6813186813187 36.2637362637363 20.8791208791209 7.171367976 10.885104991 10.976813763 6.808798183 10.200706764 8.489283614 7.220611462 8.680325060 9.294531841 NA 1.020555538 4.971069858 8.601356302 8.596389930 6.683266950 10.700437377 12.088906273 7.088905875 9.499960262 10.868207157 10.928727547 14.482936789 8.968189271 11.713970435 8.775132211 6.738408469 7.821622212 12.146632600 7.060337104 NA 6.888156312 9.337577974 9.958545466 10.023348790 3.738411171 0.416515504 9.126426230 9.375758427 11.599185641 7.815224447 6.571299100 8.825871787 10.328247440 10.132442920 6.217380020 11.446975640 5.654885167 10.712536716 9.962410640 7.965302921 8.716833520 4.171366976 11.148860339 9.807187296 10.646801599 8.510558478 1.416461458 10.526964250 0.917317175 9.493296472 7.910336322 -1.583376408 10.315082295 9.397334506 8.717977267 9.629773521 1.223854985 6.859424212 10.216167331 4.859422969 10.660844764 10.414366011 7.957577443 2.223824101 12.234690576 12.106806346 10.542862787 8.475825420 8.618604643 16.505041439 9.723681761 7.671509223 10.746277239 4.971069858 10.115185571 7.471762993 10.556991182 4.683269758 13.269644244 1.154194325 7.360197451 9.442312593 9.541248429 8.916326754 -1.583376408 9.296829734 8.528920543 13.397825218 7.984437258 16.192903089 8.616153289 10.837328011 7.286846041 12.194352640 -1.583376408 4.031192259 13.144614018 10.900800331 7.654885883 8.244617385 8.549622969 10.538985445 8.980630296 10.733328069 8.873861788 8.812014893 8.875912423 9.129867448 NA 10.153305651 8.247787983 10.121249094 10.977530155 8.132442663 8.987285333 12.176787130 9.109967998 13.739817204 1.001441974 4.116921963 9.871808080 10.286980459 9.040362333 10.046292828 -1.583376408 5.842745066 4.625936734 13.844022931 7.774033236 10.028427843 13.047828520 10.375758427 8.344259063 8.554752680 4.645298164 6.821622212 11.105386845 11.332733608 9.986810949 11.414286669 10.932919684 8.396620621 10.168443349 10.479876036 NA 2.223824101 NA 8.257258654 1.586404475 NA 10.278343285 14.026265657 10.228658182 10.895755968 9.435376484 2.664414572 10.327872921 7.765209175 9.362326980 11.349064781 8.539308890 9.101229582 3.774027963 6.884086245 10.793962597 8.927245222 11.157526503 11.178239884 13.163415046 8.362992306 11.593433189 9.427708195 11.380641255 9.623495257 11.312056174 0.001441974 7.867692027 11.065512468 6.828288840 8.795230889 10.460191805 11.828786106 9.760221778 10.132013951 11.349802750 10.510558577 3.223839543 9.647101846 8.155940949 5.157949154 6.466330198 NA 8.588908356 7.477177025 12.578006499 10.362656175 9.719690848 10.091555848 10.363752586 9.937590539 8.300651365 10.456770632 9.009871996 7.217380989 9.981582979 -0.583592591 4.545764549 5.405165295 3.940044563 9.504606688 4.171366976 11.865371547 5.116921963 9.440235280 6.255683891 NA 0.001441974 11.681363302 10.288386134 10.806918586 11.409773147 10.759388978 10.731064161 9.449608006 6.723316909 10.787168295 11.086694547 9.971069715 11.239051777 NA 1.586404475 NA 9.840647178 8.903315801 9.507916313 7.134157266 12.079816652 13.101941507 9.761331654 6.154437390 10.225847167 NA -0.583592591 NA 0.001441974 14.693931785 8.499960262 9.397334506 11.092878814 0.001441974 8.249370910 9.319180076 11.148012112 6.804497619 10.201933371 9.625934361 9.186318803 8.065737087 9.021960472 11.989536314 10.944690834 10.452654527 11.188795469 8.018251931 9.654389890 7.092437916 9.066635212 4.844757227 7.506884345 9.581387781 0.0044014 -0.0073818 0.0160970 0.4876200 0.0160970 -0.0037875 -0.0061613 0.0100710 -0.0315430 0.0077301 0.0077301 -0.0163330 -0.0123960 -0.0073818 -0.5543000 -0.5135600 -0.5239000 -0.5239000 -0.0047558 0.4876200 -0.0054850 -0.0037875 0.0077708 0.0077708 -0.0017109 0.0000000 -0.0010182 -0.5377700 0.0107940 -0.0024033 0.0207140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.000 0.000 -0.504 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 -0.524 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.000 0.000 -0.504 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 -0.524 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.059886147 6.370676946 9.433289152 6.244934616 NA 8.651298220 7.774033236 9.402884797 10.086694614 11.387523239 10.481223651 0.001441974 5.800185492 9.079149272 4.986338116 8.137579858 11.399474472 3.774027963 1.586404475 6.724819413 4.370680433 1.223854985 8.824810805 3.940044563 11.108104524 10.700437377 10.469799305 8.113448389 -0.583592591 0.738378743 1.001441974 9.580759419 7.422105144 9.742910476 NA 6.795859139 10.049021757 10.604451486 7.640482835 10.239848145 8.042189594 4.720262046 10.836967532 5.625933813 10.213331727 9.975857997 6.576352826 5.900296861 10.202342049 6.317347488 13.394431584 10.843007736 10.316970353 12.843531813 13.324638954 7.795859139 8.934150238 9.938081384 6.947862492 9.243823526 5.635649928 13.003086181 7.530222940 10.854232975 1.875897990 2.503933837 10.634741454 9.132442920 12.814356051 9.714543472 13.739817204 9.349433840 8.634438623 12.642441452 11.095741105 10.375758427 16.338920140 11.414286669 11.683852837 14.117787380 11.173662522 0.001441974 10.299887871 11.106697193 11.123192763 8.927245222 8.038532756 9.736717328 12.907770353 10.947374892 11.397869795 0.416515504 5.393759397 2.738400362 12.043444716 12.288001178 8.402322690 NA NA 10.862013114 12.743121071 11.357497353 7.134157266 11.025890551 10.9043209 13.2259476 10.7004374 10.8682072 8.9681893 7.2141423 11.4588243 6.5560324 9.1854922 4.3706804 9.8437937 6.2173800 5.4164817 12.5705633 9.3203628 11.9219203 10.2678396 2.2238241 14.0233198 7.5979810 6.9043215 9.8184804 10.4966322 9.4812237 2.8087969 9.1805231 9.4164809 8.0348666 10.7341761 8.5328250 12.1815598 8.5393089 -0.5835926 11.7686623 9.7822565 10.7041933 -1.5833764 11.7675582 10.1208169 3.1169136 10.2121148 2.1169303 9.4436957 7.0818168 9.4353765 9.4049668 3.6259367 9.1688616 6.9242757 11.0655125 10.4012554 11.5817020 12.5780065 10.9796772 11.2975949 9.9815830 10.9858619 7.6572720 6.1444013 9.0145336 9.4505921 0.4165155 1.2238550 -1.5833764 10.4989627 11.9057607 9.5321749 3.7384112 8.2493709 7.9844373 10.7296474 TCGA-A3-3358 57 0 NA 1307 kidney stage i t1a n0 m0 female 2005 1307 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 6.589225e-07 12.1212121212121 27.2727272727273 10.6060606060606 30.3030303030303 19.6969696969697 7.10562151 11.08401210 10.90342577 7.49714608 10.07829347 8.84824078 1.15477761 5.96842488 8.50474591 -1.65244772 2.50766780 5.14181287 7.67607343 9.32396289 7.37806591 10.52855100 12.32923361 7.57862026 9.41684861 11.10791085 11.87181805 14.52156805 9.96394758 11.28422070 9.02247379 6.08886666 7.83322787 12.96325828 5.66932730 NA 7.43981260 9.24221663 10.09936122 9.73917945 3.66932163 2.25429169 9.61477075 9.45068649 11.63828159 9.79912504 6.11558264 9.27961360 10.15837200 10.99822618 6.30159496 11.83347959 7.89429333 10.34493111 10.49173838 8.67382811 7.65573750 4.51732609 11.80118384 10.16198125 10.07744423 7.90390474 3.15476141 10.30843244 1.70070604 9.45461577 8.09894269 1.34738219 10.69224951 9.48950581 8.01273459 9.50798884 2.04785244 7.39996658 9.53722325 -1.65244772 11.16278210 9.93751801 10.54030805 4.41348577 11.98784371 13.34634174 11.35984876 9.51982631 9.73756779 15.80731062 9.14018917 8.42954776 9.82818902 4.90198673 9.86457602 7.71153345 10.04610344 7.17076633 12.26365148 1.24659050 8.87408380 9.94824092 9.95380402 9.29503581 2.80683958 9.54092406 8.54215549 12.05842041 8.73218269 14.80180701 9.44411397 11.69517099 7.37530448 11.50711247 NA 6.65573821 13.48655040 11.59146526 8.12875840 6.04783936 8.46633999 8.56414453 8.82008959 11.37063336 9.86899922 8.51481700 9.16438228 9.28108943 0.66929895 10.07105967 8.46244256 9.29795462 11.10249496 8.99485716 7.77785101 12.33216791 9.65403018 13.38726029 3.73971851 1.34738219 10.07999017 10.11488389 9.08717931 9.85865726 -0.65267451 5.39179177 2.25429169 14.06035561 10.72758926 9.99305726 12.64345461 9.77628234 9.33608340 9.53103420 4.49714608 7.28991283 11.19131984 10.84973333 9.61125484 11.41681668 10.08337787 8.53227410 10.36281384 11.05583609 4.93236359 2.51732609 3.51732609 8.29137886 2.43485504 0.93236359 9.80580545 13.37668601 9.84225432 10.12670770 9.49904959 3.59532463 9.95519146 8.32896613 8.92768553 9.87731727 7.33608340 9.23766314 5.47668303 7.18814571 10.19131984 8.98673943 11.20109820 10.93611339 12.37892770 9.20581499 11.72012782 9.03389923 10.62061161 9.53845804 9.30159519 -1.65244772 7.45592308 10.97059443 11.60645935 8.72382815 9.81602284 11.55776571 8.37668586 10.28477264 11.30050392 10.82414499 3.55684628 9.95888471 7.98511044 5.78202582 6.91345313 NA 8.13693217 7.04436680 12.69702558 10.19014197 9.09894296 10.68306830 10.15957608 9.59769727 5.06164229 10.69214409 9.32109605 7.24524464 9.73002274 0.34743889 5.15475331 8.65003786 3.73971851 7.29284247 3.66932163 10.96118826 5.98402419 10.20774866 6.33432156 0.66929895 0.66929895 10.69474328 10.43552453 11.47184325 10.86359130 10.91701711 9.62119437 9.43283145 5.80354737 10.92033581 11.02137027 9.81805773 11.09643014 2.15474521 -0.06763641 NA 9.70054566 9.62700942 9.63222295 6.10895093 13.20479667 13.33248468 10.95357263 6.47131267 9.80375319 -1.65244772 -1.65244772 -1.65244772 NA 15.01304004 8.48695003 9.42954776 10.51826278 NA 8.46244256 9.55763180 10.94916954 6.79861047 10.67467073 9.88072853 9.56414473 8.40539040 9.37530470 11.36211670 10.48310806 9.99170579 11.09663972 8.21003617 9.64144506 7.93611317 10.48918666 5.26638178 7.28838810 10.50348181 -0.0023553 0.0052749 0.0094491 0.4860100 0.2501200 -0.0034237 -0.0167040 -0.0099565 0.0365120 -0.0027707 -0.0027707 -0.0139530 0.0052749 0.0052749 -0.5146300 -0.5146300 -0.5105300 -0.5105300 0.0000000 -0.0011087 0.0042028 -0.0135400 -0.0080069 -0.0080069 -0.0167040 -0.0091286 -0.0124380 -0.0555520 0.4792400 -0.0141170 0.0365120 0.000 0.000 0.000 0.000 0.274 0.274 0.000 0.000 0.000 0.453 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.265 0.265 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.250 0.250 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.274 0.274 0.000 0.000 0.000 0.453 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.265 0.265 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.250 0.250 0.000 0.000 0.000 0.000 0.000 0.000 9.4952397 7.0582050 9.9844764 6.9299176 0.3474389 8.6176941 8.5677770 9.8663568 10.0629319 11.4111208 10.7372990 1.3473822 5.8150041 9.1312154 4.8231328 7.4242142 11.3688993 5.4766830 -0.6526745 7.1611803 4.5762198 1.3473822 9.3045008 8.1353014 11.1597466 10.5285510 11.2851294 8.0821086 1.9323636 -1.6524477 -0.6526745 10.0989428 7.4188612 9.0947525 1.8068190 7.5097900 10.0145103 10.3246787 7.9398560 10.3544260 8.2084856 6.3642065 10.3099333 5.4869492 10.1122703 9.9148796 6.2662618 7.5810183 10.1047887 7.3189422 12.9626261 10.8836460 10.1543511 12.9720229 13.4029354 7.9435885 9.3488069 9.5846087 10.0637895 8.9712803 6.0753187 13.1884225 8.6258484 9.7402528 4.7736641 2.8709565 11.0525992 9.4447727 13.0005238 10.3502138 13.3872603 9.7610267 7.9229382 10.3239629 11.4288822 9.7762823 15.9042042 11.4168167 11.2799826 14.0611880 10.7071483 2.4348550 10.8276841 10.9993474 11.2442988 8.9867394 7.7757591 9.8322217 12.8020836 11.4843899 11.6027166 3.1022886 6.3473981 4.4766798 11.6342453 12.5948071 6.4663400 -0.6526745 -1.6524477 9.6523205 12.8611880 10.7640195 7.5173237 10.5251297 11.6146244 12.5273079 10.5285510 11.1079109 9.9639476 7.5273081 11.9679623 6.9210459 8.9058196 6.3863178 10.0176124 6.3015950 7.4637426 12.4882853 9.0189398 11.3328850 10.3756502 2.7397185 13.2272213 8.0262982 6.9803944 9.6591300 10.0667876 10.0629319 5.2053808 8.7673588 11.3375028 8.4958754 11.5069548 7.7799406 12.3884590 10.1022862 1.3473822 11.9739064 10.2587907 10.6133068 2.0478524 10.8213582 9.7186310 4.0198264 10.0693524 8.5235718 9.2699832 7.6235231 9.4990496 9.2947289 7.9379858 8.9831170 4.1547533 10.9705944 10.3357284 11.3775486 12.6970256 11.0336804 11.5829643 9.7300227 10.8829172 7.2957662 7.0955911 9.5135618 9.2803516 3.5953246 6.4576468 0.3474389 10.9281284 12.1559960 9.0259988 3.8709565 8.4624426 8.1188881 9.8546979 TCGA-A3-3359 82 0 NA 2504 kidney stage i t1a n0 m0 female 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 2 NA NA NA 3 7 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0819151 10.6335237 10.9582472 7.8940871 10.2242356 8.1775855 1.6652563 6.6553805 9.3912432 NA 0.7609448 5.6523287 7.9320547 10.1357819 8.8522667 11.0578924 11.8117460 7.7065361 9.2630548 11.2878431 12.1739120 13.7239042 10.1241143 11.2752385 8.5618168 6.7034039 7.6523295 10.3569919 6.3336473 -1.1420986 7.9768545 9.1888301 10.4272943 9.8480173 3.3814772 1.4428639 8.3853905 9.4466280 11.2862735 8.9440496 5.8691410 5.4428772 10.2421575 10.1758912 6.4277687 11.5437572 5.8465986 10.2132645 10.5751614 7.7034032 8.4615396 3.1058457 11.4645499 10.1679580 10.6600258 8.0228205 -1.1420986 10.8853495 1.5672047 8.8579135 8.1105788 -1.1420986 9.9043554 9.6310526 8.4927245 9.4910903 0.8579014 6.9186093 9.0867320 0.4428639 11.0206194 11.1010873 9.6708929 6.2416171 11.1527351 11.8658167 10.8018933 8.2957487 9.5548808 16.0803687 9.3101547 8.6971170 9.9736073 5.3657065 9.7982270 7.4689384 10.7993278 4.5858339 11.9096321 2.0967004 7.5605017 9.9118393 11.5520536 8.5738755 2.9453830 9.9904130 8.0575857 12.3167044 7.8995726 15.3727667 9.0101983 10.4443451 6.4945372 11.4594521 NA 2.3173330 12.8033572 12.1176566 8.3617390 5.7767778 7.4239672 9.6490763 6.6844625 11.5700104 9.9104814 8.8121096 9.0526702 9.0378226 NA 10.0502062 8.6668776 9.6716946 10.2752385 9.1141221 8.5017695 11.8113223 9.4258694 11.9574256 0.4428639 2.4428639 9.6668775 9.6620443 8.6507035 10.0969151 -1.1420986 6.4353419 4.1798454 13.1404951 10.5474746 10.5413467 13.9421820 9.8607284 8.4466280 9.1798414 3.4428772 6.8236971 10.2651811 10.9566035 9.7451339 11.5324389 10.3507679 8.4596841 8.7481778 10.5613844 3.6128007 1.8579014 3.1058457 8.1820939 1.1798295 0.4428639 9.0855293 12.9679072 9.4550347 11.2799781 9.4981583 3.7648026 10.8473079 8.3255191 9.6216070 13.3154866 7.0963177 9.3265373 9.1820939 5.9871958 10.2280559 9.0489726 11.5210267 10.4712424 13.3044798 8.4496039 11.2030414 9.0502062 10.8992303 9.7625480 9.5644094 NA 8.0051181 11.1258704 11.8331093 8.8276164 9.6441829 11.5024457 9.0228202 10.7278927 10.9942637 10.9179338 6.0770827 9.4945380 7.5066662 5.8121105 5.8236984 1.1798295 8.2587926 7.2925416 12.4165732 9.7700541 9.1854659 10.4990620 11.2416177 9.4391140 8.7930785 10.5721804 8.8280193 8.1456260 10.1194206 3.0278441 4.1798454 4.9240048 0.4428639 7.3853905 4.8351914 10.8473079 7.0722323 9.6010647 6.6306574 NA 0.4428639 10.8684415 10.2187605 11.4592199 11.1246999 11.5559669 9.1559759 9.0726088 5.5095407 11.7063407 11.2399970 10.1582660 11.6734968 NA -0.1420986 0.4428639 9.9929814 8.7602885 9.6804842 5.9240025 12.7718312 14.6337808 11.3227144 7.9306889 9.6310526 -1.1420986 -1.1420986 -0.1420986 NA 14.6233808 8.3557651 9.5188007 11.8289180 NA 8.8294570 8.8589697 10.9651305 6.9400622 10.3706538 9.4076980 9.7819835 8.5426620 9.1456257 11.5228050 11.1067304 10.0557443 10.7745393 7.9923396 9.7677915 7.9159051 10.3657081 5.4897452 8.4287178 9.7057537 0.00378620 -0.00425340 0.00879250 0.48308000 -0.00231570 -0.00715630 0.00017826 0.01684700 -0.00314640 0.02304500 0.00026845 0.00378620 -0.00425340 -0.00425340 -0.52417000 -0.52417000 -0.52417000 -0.52417000 -0.00190030 0.00350840 0.00475870 -0.01778800 -0.00214650 -0.00214650 0.00017826 -0.00134620 -0.00688000 -0.00245420 0.00781810 0.01716400 -0.00314640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1410018 6.6194644 9.7041872 7.0560144 NA 8.5841316 4.6392727 10.1556378 9.4972541 11.3014578 10.3356716 2.0278264 6.0076597 9.3467577 4.6908026 8.7018346 10.9726318 9.1820939 1.4428639 7.0427888 4.4726242 -0.1420986 8.8121096 6.7587802 10.5885023 11.0578924 10.5129968 8.3637248 3.0278441 NA 3.0278441 9.7034034 8.7767765 9.2747108 -1.1420986 7.3376933 9.5496569 10.6612373 7.9131958 10.4881805 8.9009408 5.5993803 10.7432284 4.9023052 9.8018933 9.3736132 5.9453759 7.5196913 10.1158904 7.4239672 13.1433878 9.9794469 10.2099568 13.5792796 12.8200864 7.8522667 8.8761135 9.5143383 7.8179155 9.3706538 5.7767778 12.9126025 8.1820939 10.1724966 5.7034025 4.9453783 9.7804978 9.2010991 13.4271163 10.4409961 11.9574256 9.8788933 8.0600371 8.2394563 10.8229761 9.8607284 15.8237991 11.5324389 11.5566180 13.2787289 11.2707478 1.6652563 11.1559759 10.5404691 10.4215863 9.0489726 7.9974646 9.9460391 12.9393136 11.0972136 11.4827065 5.0278397 5.8004288 6.8747220 11.3607452 12.6499919 9.2066415 NA -0.1420986 11.3285722 12.6029574 11.2561039 7.9023076 10.8635379 11.362484 12.771177 11.057892 11.287843 10.124114 7.505372 10.949349 6.442876 8.961201 6.389295 10.115301 6.427769 7.915905 12.955269 8.899573 11.392459 10.735197 2.317333 13.668184 7.349846 6.722100 9.782948 9.999382 9.951331 4.665268 9.279978 10.214365 8.399010 11.086431 6.734431 12.051901 10.618217 1.857901 12.147932 10.213815 10.481338 1.442864 11.613844 9.983972 4.250234 10.058812 4.812108 9.198876 8.791604 9.498158 9.433245 4.067363 9.310155 4.639273 11.125870 10.450370 10.970353 12.416573 10.470321 11.271277 10.119421 10.669689 7.572159 6.412502 9.536514 9.289411 1.442864 7.381475 NA 10.983972 11.711239 9.641730 4.067363 8.829457 8.098705 10.295665 TCGA-A3-3362 60 0 NA 1559 kidney stage i t1a n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 2 NA 3 4 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 1.213805e-06 3.814814e-07 6.25 22.9166666666667 14.5833333333333 31.25 25 8.9814660 10.0993406 10.1348330 9.9439399 10.3347638 7.8105659 6.5862213 6.6970621 9.2027439 0.4500631 0.7526630 4.6464795 7.8847127 10.1301509 8.4687482 10.7932702 11.8236747 7.8222241 9.3609770 10.9132682 11.9081492 14.0521186 10.4047654 11.4139438 8.1893027 7.8209461 7.3847579 11.3155600 6.8819301 -1.1347938 9.1737341 9.3994249 10.3075472 10.0487573 3.6200116 -0.1349522 8.4463224 9.5759283 10.6316508 9.2542154 6.0549461 6.3808212 10.0776183 10.2766330 6.1689027 10.3822992 5.0549483 10.5012934 10.3818069 7.8337889 9.2595846 3.1130503 10.9769097 9.7416389 10.5840829 8.0623387 -1.1347938 10.8961201 1.9389256 9.1667210 8.0072291 1.1870709 10.1248652 9.5646944 8.4835075 9.6736760 2.0350608 6.1412468 9.4336007 -0.1349522 11.1971585 11.0078672 10.0021130 6.4798320 10.6631279 11.4759161 10.9432727 8.5998314 10.2363541 16.3657694 9.4585130 8.8861020 9.9040409 4.8193208 9.7293080 7.5375469 10.7508183 6.2314439 12.2306242 2.4845249 7.9157055 9.7877064 11.2582442 8.8538067 4.1870472 9.6964291 7.8566440 12.3462907 7.5793672 15.2204646 9.3599775 10.5115502 8.0425415 11.4151472 NA 4.5089800 13.0894252 12.7345230 8.3039136 3.9095139 7.6627837 10.9023257 7.0249933 11.4352148 9.6233451 8.6660219 9.0512361 9.0350470 0.8651270 10.0873131 8.6900808 9.9505944 10.5836548 9.6091148 8.4197108 11.4762620 9.6057460 12.5232218 3.8193208 0.8651270 9.9703757 9.4121707 9.0499972 10.2374429 -1.1347938 5.8309068 2.9525759 13.7430291 9.3729166 10.6295789 13.7121303 9.3906428 9.1689027 9.5215469 4.4500829 7.0450312 9.2477460 11.0684700 10.1631845 11.2845555 10.5524976 8.7477650 8.6660219 10.7485289 6.5862213 3.7230998 2.7720123 8.5638266 1.6724706 NA 9.0549464 12.9243819 9.2477460 10.9389288 9.7106121 2.0350608 10.2697313 7.9122457 9.9512051 13.3826683 7.4349776 9.0249933 6.0148685 5.1505231 10.4144253 8.9814660 11.3393349 10.8050684 13.5548470 8.9029433 11.5883563 9.3070286 10.7693803 9.2745128 10.6250102 -0.1349522 7.9892435 11.5302358 10.1414615 9.1775284 9.7153088 11.6507787 8.1960390 10.2574393 11.2630639 10.9200653 6.3729173 9.5972894 8.1310652 4.7477633 6.6724763 -1.1347938 8.5533724 7.1689027 12.8640649 9.4890034 8.9258179 10.5668616 10.4330781 9.4425508 8.0745755 10.8448615 8.9419376 7.6724770 10.2643999 3.5089737 5.1689027 7.1082955 3.2184402 9.0733562 4.6200116 10.9308747 7.7659888 9.7231029 5.6040239 1.4500631 NA 11.1316157 10.3950405 11.3901533 11.0864070 11.5364418 9.7606972 9.0546871 5.8668116 11.5752826 11.1819691 9.9657843 11.6172935 2.3245514 -1.1347938 -0.1349522 10.0419184 8.9122460 9.2840287 7.6299933 13.4745316 14.7222595 11.2668015 7.6693500 9.8337887 0.4500631 -1.1347938 1.1870709 4.5930430 14.7398392 8.3080655 9.5904882 11.9863316 -1.1347938 8.6980118 8.7857725 10.9762576 7.2401617 10.0530926 9.8149487 9.6275040 8.8120284 8.8608889 11.3617261 11.3245536 9.8010236 10.8538066 7.7231032 9.8909537 7.8623014 10.4278414 5.3436068 8.6713815 10.0806550 0.00194180 -0.00138580 -0.00166290 0.43513000 0.00000000 -0.01009400 -0.00270720 0.01488800 0.00013863 0.00194180 0.00194180 0.00194180 -0.00138580 0.00332990 -0.45651000 -0.45651000 -0.00166290 -0.00166290 -0.00871460 -0.01101000 -0.00553750 -0.01009400 0.00013863 0.00013863 0.00319100 0.00485790 -0.00249380 0.00097064 0.01363200 0.01405100 0.00013863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.225420 7.257440 10.044409 7.001651 0.865127 9.043787 10.211636 10.379392 9.333746 11.510738 10.395041 0.865127 6.054946 9.405250 4.427056 9.046274 10.959200 6.014869 1.672471 7.040047 3.819321 -1.134794 8.587929 6.999548 10.682577 10.793270 10.837987 7.944607 1.187071 NA 0.865127 9.781001 7.778011 9.127217 -1.134794 6.141247 10.0148691 10.3183925 8.4482047 10.4182712 8.8608889 6.6464809 10.7125708 3.9095139 9.7393349 9.0275132 5.8763500 7.0696936 9.9499303 7.4687487 13.3411086 10.2761032 10.1082959 13.4770689 13.0835338 7.5053670 8.8280181 9.7462358 7.0939404 9.8559351 6.7416396 12.8603591 9.0085051 9.2358094 4.4500829 1.1870709 10.1005379 9.2585123 12.8600057 10.0033938 12.5232218 9.4235427 8.0224688 10.7599397 11.4382957 9.3906428 15.9766244 11.2845555 11.3033940 13.7763735 11.0530925 2.1870392 11.3127218 10.4931117 10.5577375 8.9814660 7.9866555 10.1201505 12.7208664 10.0085051 11.3329796 3.8193208 6.0745761 7.1035270 11.4958441 12.5824771 6.6724763 0.4500631 NA 11.0936401 12.4484398 11.2921623 7.5304578 11.0344206 11.361227 12.809925 10.793270 10.913268 10.404765 6.074576 11.032226 6.035048 8.651392 5.941937 10.202744 6.168903 8.004673 13.012933 9.016139 11.515949 10.505819 1.865127 14.271925 6.096823 5.853806 8.843489 10.505367 10.071526 5.035048 9.212743 10.018040 9.156293 10.922775 6.213851 10.975279 11.025624 1.865127 12.192815 10.629164 10.279807 2.035061 11.237715 9.947271 2.865127 9.952585 7.479832 8.920404 8.470602 9.710612 9.388125 3.450089 9.053711 5.952585 11.530236 10.620009 10.844547 12.864065 10.620009 11.157156 10.264400 11.047516 7.753865 6.316332 9.860889 9.575067 1.187071 6.859475 NA 10.265468 11.621463 9.830906 1.450063 8.698012 8.299750 10.194918 TCGA-A3-3363 50 0 NA 319 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA 4 3 1 NA 4 7 4 9 1 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.63996215 8.92536454 8.83352106 7.39340505 9.90877299 8.97740329 0.01549757 10.77486586 8.07075371 0.01549757 2.68297773 4.21186883 6.58025555 5.85677410 6.55463029 10.26813680 12.33080971 7.80119617 12.15416986 10.66801769 11.48426514 13.74974070 10.44731718 11.24589219 9.28615597 4.65932521 7.48307732 9.64555649 5.34937236 3.67843253 3.82282191 9.55268984 10.50264149 10.43543160 3.07436842 1.75244889 8.69612391 9.61476431 11.02530002 8.90624244 5.98509735 10.35457910 9.73941677 10.90624236 3.07436842 10.99608702 7.01170919 9.87552375 10.11306467 8.27285929 7.57516709 4.83989914 10.75243702 9.91633825 10.52227482 7.28225816 3.92235962 10.76102808 2.07553263 8.99084172 8.12573736 5.00036514 10.44033756 8.93234617 8.70430450 9.99663915 3.95407531 7.26655888 9.50598796 0.01549757 10.55592234 10.42768840 11.19372130 6.23786387 8.88362509 11.37320665 10.52689463 9.23528524 7.79245260 15.65042423 9.58722414 8.70895833 11.23705851 5.38470606 9.88017338 8.65209601 10.19952022 4.28849146 13.45634058 4.90429622 8.36371251 9.95210929 7.68789702 9.46805581 -0.56939357 9.10470122 10.55721334 12.52565864 8.14818522 14.43548468 5.21186883 9.97821322 7.19205999 10.61909777 NA 5.70663277 12.25327889 13.01482554 8.17366015 8.07976530 7.84836129 11.00320910 9.95161854 10.25666006 8.68080747 7.31009195 8.50598816 9.38833637 -1.56960767 10.77813028 8.69025225 9.59667207 10.18956490 9.65088732 8.99941520 11.87923050 8.90421462 15.26795206 2.01546189 1.43049939 10.95333560 10.25268140 9.19952022 9.93929403 NA 1.43049939 1.23786960 13.26665791 11.66742001 9.92736272 10.04751712 8.91230825 9.75637652 10.36972078 3.88994074 8.08514471 5.23786195 10.78393148 9.91482834 11.76219424 9.88120468 9.65209601 9.00699334 10.32418966 6.31925302 2.13096381 3.75243819 8.55721324 5.95407065 1.88994074 9.26734829 11.99143876 10.87085902 11.47319427 9.36714694 1.43049939 9.74905167 7.99846519 10.14579742 8.37887615 2.82283210 9.36567395 8.45979594 4.57720523 10.82711370 8.46942774 11.50197125 12.61002928 8.91129910 9.56617965 11.79368548 9.14561301 10.24509142 9.80826163 7.39340505 -1.56960767 8.17870170 10.77785348 5.39906169 9.39300726 8.83883866 11.33269557 8.96286478 10.68553750 11.63737065 10.79819668 2.33739712 11.71489926 8.52079348 4.45287873 7.69729566 0.43049939 8.29004374 6.14475408 12.30376075 10.87474733 9.74622458 10.52128291 10.53903335 9.66052936 1.88994074 10.75854420 9.73486015 7.97933087 10.10778815 2.75242748 5.19869451 5.53903470 2.13096381 7.03413536 4.01547081 11.02949188 3.07436842 9.04889442 5.49659657 NA 1.01549757 10.41954858 11.09139618 11.32967701 10.54425112 11.21227841 7.95993936 8.44033766 6.43832113 9.04981180 10.79464354 10.21145871 9.84836145 7.28537725 NA -0.56939357 9.54620284 9.66472762 8.75918380 4.95407065 11.16034203 10.24308732 11.79669452 6.37355078 10.72225519 -0.56939357 -1.56960767 0.43049939 1.23786960 15.53045251 6.87759212 9.57580432 11.08916668 -0.56939357 9.32456874 9.49152224 11.29798069 7.17870170 9.56493523 10.49289236 9.72971692 8.25387631 9.71069969 11.37887615 10.56011393 8.43753612 10.86591874 7.62526611 10.54084862 3.85677659 9.16860117 6.91202586 7.89736024 12.05187401 0.00013863 0.00597000 -0.00013862 -0.01345200 2.69920000 0.00041593 -0.02289500 0.63554000 0.10045000 0.00013863 0.00013863 0.00013863 0.00597000 0.00597000 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.00526480 -0.00664320 -0.00332430 -0.00885260 0.00652620 0.00652620 -0.01503900 0.00055459 -0.00484610 -0.02794500 0.01084200 -0.03108600 -0.07481100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 9.12747646 6.34339894 8.24268634 7.67639436 NA 9.37155647 7.46942774 8.32806721 9.76813088 11.46990780 10.90065937 5.30087417 6.21186883 9.54033963 3.75243819 6.63996288 12.16828438 8.45979594 -0.56939357 7.49390427 4.63996143 1.43049939 9.17870170 6.33137560 11.52074208 10.26813680 11.05699597 7.73884821 0.01549757 3.78805922 1.01549757 9.89709518 9.10027967 8.93035474 -0.56939357 5.83138832 8.93135065 10.40921939 9.24429009 9.23866865 8.73543045 8.37302346 10.01500170 3.75243819 10.97329894 9.43262061 6.86096156 3.55979770 9.85204785 5.78806183 13.42043554 10.68760209 9.94423650 13.76023518 13.27212239 6.61041807 9.84254945 9.39989546 9.57516709 10.05393321 4.51797482 13.74728540 6.79245325 10.43226889 2.43049939 NA 10.28186757 7.04889442 12.60527859 10.85415013 15.26795206 9.62341807 8.93334071 12.19018908 8.41777278 8.91230825 13.23907094 11.76219424 12.76128577 12.79094451 9.89964196 2.23786960 9.82014018 10.92511452 10.58564339 8.46942774 8.26181615 9.94965369 12.76485204 9.91734388 12.02716456 6.30087417 6.18539680 8.50062999 11.80500505 12.53682646 8.46255462 -0.56939357 0.01549757 9.30625837 13.03783922 10.44531050 8.65209601 11.04659821 11.57452976 12.19879665 10.26813680 10.66801769 10.44731718 4.95407065 9.29314629 4.75243819 9.16437172 4.87345396 8.83777677 3.07436842 10.15246257 12.81177471 9.06713342 11.41617298 10.00273543 2.88994074 14.97533754 7.10893316 7.53117089 8.07832696 10.94003648 8.01734850 8.11174758 8.53903354 9.99513483 8.94916196 12.20106959 7.82497147 10.61724218 7.74792173 1.60041249 10.71648905 10.60543461 10.10470122 1.01549757 11.25963700 9.23866865 2.67843253 10.54425112 4.10293522 9.36567395 7.01170919 9.36714694 8.92031682 0.01549757 9.71011953 1.01549757 10.77785348 10.85886911 11.07796736 12.30376075 10.93780803 11.56140118 10.10778815 10.37595278 7.05621826 8.54425121 9.24348844 9.57898549 NA 4.01547081 -1.56960767 8.78255239 11.36545289 8.72167957 0.43049939 9.32456874 8.37595256 10.31009218 TCGA-A3-3365 46 0 NA 873 kidney stage i t1a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 3 1 2 NA 3 7 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7816940 10.4657588 4.4653280 7.1785135 10.4279990 8.0199143 0.3498182 9.8970512 8.7103295 1.0867838 2.7819262 4.5722409 4.6956208 10.6532484 7.7044646 10.6310055 12.4555385 5.5593021 9.4670583 10.9050764 11.9894904 14.5510134 10.1279253 11.6034987 8.7393003 8.2507148 6.8523485 11.9371569 6.2078284 -1.2351443 8.7450111 8.6926636 10.3025895 9.8629178 3.0868177 1.5722591 8.8323201 9.1646975 10.5050880 9.9101810 5.5462463 8.6566694 9.8363480 10.6375605 5.3942432 10.3601431 6.5396722 10.3151515 11.1221628 8.1721534 8.1507480 2.9348184 10.8743899 9.9247570 10.9599502 7.9222323 -1.2351443 10.4015103 2.0853567 9.3079175 8.0822981 0.7648557 9.8316477 9.2507151 8.1047355 9.3582769 1.5722591 6.5850647 8.3252186 4.0502840 10.8815545 10.1869504 10.1969055 6.4015110 12.6409172 13.4635904 11.2955359 8.5527882 11.2135183 15.2705577 9.6352503 9.6080215 9.2497087 5.0868135 9.9937044 8.1399253 9.8967426 8.1202368 11.8851236 2.5197683 7.8108640 8.9398113 11.2864861 9.6009361 4.6717746 9.3280820 8.8576427 12.1030649 8.4653256 14.8024271 9.9651713 9.6648618 8.9497611 10.7521497 NA 2.3498465 12.1840558 11.5511553 8.2099007 5.3040437 8.1202368 9.9755570 7.7277816 10.2918739 9.2119688 9.4373110 8.5380248 9.7161704 2.2243182 10.6337082 8.6459995 9.3960627 10.4640243 10.1901016 8.0151842 11.7452681 9.3878526 11.6856107 3.8092807 -0.2351443 9.8915902 8.9816315 8.5754572 9.8396962 0.7648557 5.0686665 1.9348184 13.8150319 4.7648875 10.8282807 11.3086426 8.2647316 8.9949061 9.0890662 4.4373143 6.1827380 11.3996967 10.7263353 9.4006039 12.6059310 10.2933398 8.6475286 8.0822981 10.8493619 7.8734103 3.0128189 5.4513859 7.9670095 1.7648981 1.5722591 9.3987890 12.8177933 9.1963833 10.3233063 9.7955528 0.3498182 10.9127266 8.2687113 10.6200267 10.3446730 6.7872535 9.5866597 6.7364290 5.6956236 10.1641636 8.6941440 11.5776647 10.6852385 13.5832681 8.9498851 10.8191508 9.3470276 10.3772935 9.6971005 10.2253416 1.3498748 8.7205357 11.5044553 10.9942753 8.4670585 9.3001610 11.7330124 8.1377510 10.8309749 11.1111224 11.1391101 6.5462447 10.4350993 8.5814055 5.2726802 6.7535698 NA 9.2324912 6.9297922 12.9326958 9.8038047 8.9069928 11.3940146 9.9391872 10.1075159 6.6414030 10.5247406 9.3647985 7.4408426 10.1202368 3.0128189 4.9743412 10.1502088 4.0502840 2.6717689 4.9743412 11.1803634 6.9547105 10.1614904 6.0686665 NA 0.7648557 10.1328464 10.8126912 11.1566663 10.7830859 10.7453823 7.7733146 7.6926636 5.7572020 11.5957970 11.5170572 10.5050880 11.0386813 1.5722591 -1.2351443 NA 9.8336640 8.7719130 9.4995954 3.9743366 13.2216251 15.3678455 12.5119248 9.2397374 9.9846593 0.3498182 1.5722591 1.0867838 NA 14.2311215 7.3156323 9.8721028 12.0574949 NA 9.1890519 8.9962509 11.3738335 6.4928066 9.2577402 9.4346566 9.5584890 7.5429630 9.5080370 11.3122622 10.0686664 9.3987890 10.6874701 8.4513863 10.3902475 8.8336640 10.6255847 5.3648000 8.5852082 9.9044370 0.00681660 0.00239280 -0.38951000 0.00726070 -0.00277070 -0.40019000 -0.01055300 0.00013863 -0.04199100 0.00346870 0.00750000 -0.01554400 0.00239280 0.01824300 -0.38951000 -0.38951000 -0.38951000 -0.38951000 0.00000000 0.00380170 0.00277450 -0.41397000 0.00346870 0.00346870 -0.01055300 0.00000000 -0.00138580 -0.00645670 -0.01358700 -0.01092200 -0.01629200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 -0.414 0.000 0.000 0.000 0.000 9.6414026 6.7074005 10.5597077 7.2446664 -0.2351443 8.3059824 6.3795950 10.2340238 9.2607408 11.2609954 10.6333224 0.3498182 6.5657860 9.0281550 3.2243182 8.2385915 10.8313113 6.7364290 0.3498182 7.6352501 3.7648875 1.0867838 9.3442016 6.8417015 11.0282458 10.6310055 10.7691096 7.9864729 0.7648557 -0.2351443 0.7648557 9.5657856 8.6490564 8.8838267 NA 6.4159378 9.6770265 10.7396588 7.9398113 9.4834186 8.5396726 5.4791303 10.5247738 4.6717746 9.6406350 9.3978808 6.1827380 7.5429630 10.8143940 8.3573426 13.1906917 10.0635211 10.4448056 14.3705677 13.0669534 7.2202129 9.2015971 9.7796036 6.7074005 9.3657277 6.9398119 13.7273751 9.6482927 10.3423145 6.2726802 0.7648557 10.2431497 8.1136140 13.4603859 10.7729641 11.6856107 9.6971005 7.0410097 9.6421698 11.0859682 8.2647316 13.8094932 12.6059310 11.4085164 13.5818193 10.4208635 2.4653215 9.4936565 10.1136138 9.8038047 8.6941440 9.0151842 10.2652297 13.2182206 10.6710247 11.5114000 5.1224367 4.7421679 6.6597034 10.7993408 12.8985898 7.2365605 -1.2351443 -1.2351443 10.9858685 12.9893396 10.9808373 8.5641674 11.5816694 11.3729095 12.7501940 10.6310055 10.9050764 10.1279253 6.4995956 11.3841886 5.6475275 8.9472801 6.7983085 9.6452346 5.3942432 9.1710907 13.6441779 8.7029951 11.7661179 10.3347413 2.9348184 13.7327424 5.6810050 5.9937038 9.4989517 10.1069603 10.7993408 4.4087390 8.9209688 10.8184723 8.1136140 11.8291232 6.3117810 11.2137763 11.9631772 1.5722591 12.2303245 10.2232923 10.5380249 1.5722591 11.2484496 9.8635758 1.7648981 10.0074644 10.3846471 9.1388383 7.3040446 9.7955528 8.8975781 4.2884472 9.2119688 6.5850647 11.5044553 10.7553443 11.2684630 12.9326958 10.7241632 11.3960628 10.1202368 10.9193874 7.8010590 5.6837498 9.3223493 9.2476935 4.6956208 4.1160902 -0.2351443 10.2010767 11.3640523 9.2913848 6.6717760 9.1890519 8.1995138 9.9012360 TCGA-A3-3367 72 0 NA 2270 kidney stage i t1b n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 4 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595286e-06 4.855218e-07 16.3934426229508 21.3114754098361 14.7540983606557 31.1475409836066 16.3934426229508 8.5685919 9.9163902 9.8703354 6.7501228 9.6994055 9.1759100 NA 8.3040510 9.4840030 -0.7050999 0.1900459 5.4137362 6.4895526 9.3157761 8.1085773 11.0997338 11.4592317 8.4821481 9.2605804 11.4410466 11.8742300 14.2767881 9.9427042 11.6248727 9.7961358 6.6031352 8.0056027 12.0145058 5.2605790 NA 7.6523481 9.3302825 10.2325377 10.0120441 3.1527837 2.1021542 8.5272170 9.5962923 11.0259030 9.6763392 6.1339991 9.2365775 10.2196086 10.4625279 4.8797597 11.4864723 4.7041859 10.4492979 10.4072357 7.7231565 8.1181635 1.7542462 11.6684770 9.7200121 10.3565049 8.5248167 NA 11.1796688 1.1021206 8.4920130 8.0826989 -0.7050999 10.0732840 9.3829218 8.7674870 9.7299820 1.6167341 6.5474622 9.5790419 -1.7050999 11.5393086 10.7831385 9.0883995 4.6346455 11.8110194 10.6181325 10.2358437 8.7189626 10.4910909 16.2946916 9.6105118 8.2605804 10.3722795 4.0496830 10.1539426 7.4033206 9.5621682 5.3282189 11.8378280 2.6898582 8.1036639 8.9131817 9.8774087 8.5685919 2.4647205 9.4477147 8.1308465 12.8125886 7.2225737 15.1407507 9.3426016 11.2911178 7.1774395 11.4069098 -1.7050999 4.9095043 12.2134731 11.8884207 7.7786120 1.9952312 7.8835109 9.0704065 6.3662593 10.7242029 9.1574336 8.3662584 9.4279384 9.4628415 2.4647205 9.9002757 7.8339552 9.2656211 11.2116087 8.0210144 8.2605804 11.9211326 9.4078872 13.1181136 1.7542462 1.8797450 10.0969086 10.0555619 9.2792145 9.9462963 NA 6.1339991 3.3822522 14.3636374 9.7745764 10.7147564 12.5268423 10.0090417 7.5871182 8.9168480 3.5042517 7.0662851 10.5830855 11.3835844 9.9733963 11.7238119 10.7025950 8.4240793 7.6257132 10.8693897 5.5521834 2.6167341 5.8722255 8.4215006 -1.7050999 -0.1202942 9.0328885 12.2975233 10.6056929 10.5382677 9.5859668 3.7210664 10.2594980 7.9422547 9.8622628 8.8722248 7.6806584 9.8965669 3.9095043 6.3239176 10.4653472 9.3829218 11.9954526 10.8373444 12.6213661 8.9842527 11.2103021 9.2031887 11.1622680 9.3613966 7.2518980 1.8797450 8.8493851 11.1173670 10.9642969 8.8707229 9.8358928 11.5101775 8.7936452 10.4935482 11.4955415 10.7129123 4.5615828 9.3289074 7.7302582 5.3500799 6.8797584 0.6167341 9.2061883 7.7521772 13.3109515 10.0265395 8.9168480 11.0654600 10.3951300 9.5951487 6.1339991 10.4825503 8.5103290 7.9332321 10.2645424 1.2947825 5.7705304 8.0973127 1.4647205 6.7418795 3.7210664 10.9101959 6.7542275 8.9447258 6.7441517 -0.7050999 -1.7050999 11.0328884 10.3938152 11.7603626 11.5156279 11.2435284 8.5403489 9.4839844 5.9686345 10.7773521 11.9153597 10.3544786 11.8801108 -0.1202942 0.6167341 -1.7050999 9.8750548 8.7786120 10.0484307 6.1021521 13.7835464 14.2403772 10.5151745 7.7162090 9.8344396 NA NA -0.7050999 NA 15.5420005 9.1292673 9.4858555 11.2690315 1.1021206 8.3514340 9.1575806 11.2825931 6.6076795 10.9375248 8.8984224 9.7152829 8.3967717 9.1690090 11.1966059 11.0105437 10.0843298 10.9643456 7.9742763 10.0998588 7.3227024 11.8183581 4.6169046 7.3121333 9.7268161 0.00263570 -0.05124600 0.02960600 0.02244400 0.00125950 0.02174400 -0.03053800 -0.03212200 -0.06260900 0.00263570 0.00263570 0.00263570 -0.05124600 -0.05124600 -0.68910000 -0.68806000 -0.67012000 -0.67012000 -0.66956000 -0.00747200 0.01307400 -0.00567570 -0.00069303 -0.00069303 -0.02516600 0.00069327 0.00463510 0.00000000 -0.03749000 -0.06219200 -0.05900000 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.67 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.67 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.0981201 7.2634626 9.8450620 6.9393018 0.2947825 8.7695162 8.8006078 9.6103930 9.4778111 11.1376729 10.2486289 1.2947825 6.5801983 9.0843298 4.8797597 7.1682399 10.7768478 3.9095043 0.8797842 6.9601317 4.3822591 1.1021206 8.7916500 3.7542248 11.0544576 11.0997338 11.1711135 7.2460812 1.9952312 -1.7050999 0.8797842 9.7052476 8.0761561 9.1387172 -0.1202942 6.0563473 10.006033 10.822029 7.336456 10.994585 9.118959 5.687114 11.069583 5.189615 9.884915 9.650147 6.328219 6.127687 10.606261 7.234376 13.371779 10.218866 10.303225 12.676272 13.356167 7.810496 8.803581 9.226272 9.183539 9.042150 4.967219 12.949488 8.758321 10.583662 5.737741 NA 10.134000 9.364917 12.791026 10.205439 13.118114 9.993935 8.064634 9.064634 10.598577 10.009042 15.497657 11.723812 12.021334 13.989535 11.005603 2.995231 10.859898 10.587980 11.023567 9.382922 8.266340 9.694074 12.948705 10.777604 11.704318 3.464721 5.770530 7.062981 11.219980 12.675731 7.680658 NA NA 10.493241 12.771922 11.706246 7.542724 11.163619 11.4237571 13.0162692 11.0997338 11.4410466 9.9427042 7.3689377 10.9168480 7.4672240 8.7521769 6.5427239 10.3432830 4.8797597 7.7231565 12.6008344 8.8503441 11.8898205 10.8075366 2.5427286 13.9802841 6.3163865 6.4796720 10.3789934 9.8266649 9.6967422 5.7866486 8.8703354 10.5580654 8.9257458 10.9576871 5.8872523 11.8683250 10.1705455 0.6167341 11.8837450 10.1359674 10.1391097 -0.7050999 11.5862547 10.2446229 3.1021542 9.9716348 10.2569692 9.4202097 9.9961026 9.5859668 8.7973198 3.7542248 8.4150340 3.8797548 11.1173670 10.3875533 11.4568727 13.3109515 10.6056929 11.3706095 10.2645424 10.4153580 7.8104958 7.0496841 9.2555222 9.3095141 1.2947825 7.3306946 -0.1202942 11.1387172 11.7511211 9.9978346 7.1021510 8.3514340 8.2933866 10.2605804 TCGA-A3-3370 48 0 NA 2274 kidney stage i t1b n0 m0 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 7 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 2.427609e-07 12.5 20 22.5 20 25 9.4527844 10.2502377 10.0345612 8.6746149 10.5132721 8.9185836 6.0386820 7.9261270 9.6375459 -1.8740845 2.0103860 5.8262332 8.6424781 10.1585278 8.1564603 11.3440537 11.7977765 8.6316049 9.3867127 11.5400821 11.8857854 14.1996237 10.3343324 11.5954350 8.4409426 8.0901341 7.8070316 11.3709002 6.3352474 -1.8740845 9.4479298 9.4805935 10.3315864 9.9547230 4.1701895 0.7107899 8.5266725 9.5708080 11.6011467 9.5256052 6.0857943 7.0624315 10.5444365 10.2375809 4.6176452 12.0954495 5.5520573 10.3100487 10.7467003 7.9443753 8.7395828 2.5852270 11.7209341 10.1749611 10.4967530 8.2369288 0.3430098 10.5181455 2.7475593 8.6765400 8.2251409 -0.8740845 10.1151877 10.0850707 8.7219830 9.4461369 1.2957230 7.2290812 8.9626326 6.6610683 11.9686346 10.6228966 9.3671806 3.4833515 11.4084169 14.5110490 10.8296968 8.5127334 9.9343552 15.9675664 9.5186473 8.3914082 10.4440536 5.6256387 10.2135875 7.4318553 10.5032749 6.2185506 12.1724057 2.1754288 8.1909264 8.8997566 11.0198530 8.7714515 2.7107458 9.6673738 8.0712371 12.2539487 8.1384177 15.6780059 10.2244833 10.6447562 6.7294195 11.3734241 -0.8740845 2.5181071 13.0324020 11.5382307 8.3485883 7.6803820 5.8672590 9.8279659 6.4964799 11.7971131 10.0088182 9.1878392 9.6065834 9.2698142 -0.2892982 9.9343552 8.2806112 9.8956310 10.7303464 9.5035459 8.2755402 11.9308922 9.7168479 12.7010370 4.7551493 2.0327004 9.9254795 9.6254000 8.8105418 10.3978397 0.1257833 6.7660385 5.0799882 13.4117011 9.2369288 10.7542387 12.3808218 10.3650934 7.6276302 9.2531429 4.4656415 7.1891881 10.8168824 11.4926618 9.9535328 11.1029103 10.8483873 8.5770043 8.6256391 10.6350733 7.4341320 3.4833515 3.2550777 7.7533271 1.1257833 -1.8740845 9.7737013 13.1436890 9.6350734 10.9309324 10.0364359 2.7107458 10.6043101 7.6276302 9.0209141 12.1876706 8.0160572 8.8184087 6.5478585 6.4432055 9.9822187 9.3849480 11.4054038 10.4287177 13.5864091 8.7017861 11.0989524 9.2850339 11.1938997 9.7326611 9.7822180 NA 8.1783611 11.4081577 10.7007746 7.8151969 10.0072896 11.3628538 7.4855428 10.2872400 11.0292985 10.7886841 5.8806806 9.1102116 7.8745566 5.8192799 5.9136961 0.1257833 8.8503072 7.8520113 12.6263239 9.8840165 8.4352694 10.8943911 10.3564141 9.5148868 7.9005801 10.6908334 8.6116224 7.5541537 10.5383631 2.8262332 4.2550777 5.8806806 3.9837780 7.3902360 3.8262332 11.0664738 6.9899791 9.7177830 6.4359519 1.4477379 0.1257833 11.1368457 10.4698116 11.4653649 11.3802314 11.4641118 9.5277393 9.3867127 6.2472744 12.0009666 11.4218490 9.9124713 12.1832773 -1.8740845 -0.2892982 NA 10.1547352 8.7902406 10.1554256 -1.8740845 12.3663610 14.4390837 11.5673109 7.7366333 9.8460375 -1.8740845 -1.8740845 0.1257833 1.7107458 14.6300070 9.0987730 9.6741335 11.8727274 NA 8.7321983 9.0841791 10.8750341 7.2550758 10.6236450 9.4013359 9.9926857 8.5604215 9.1215605 11.2637450 11.2840873 10.5795782 10.8477468 8.1002076 9.7180727 7.7163805 10.8434696 6.0216418 8.3863717 9.3653918 0.00541390 -0.00041585 0.00770410 0.37232000 -0.00662210 0.00346870 -0.00816240 0.00610900 -0.02233200 0.00377370 0.00444110 -0.39497000 -0.00041585 -0.00041585 -0.40418000 -0.38252000 -0.37538000 -0.37538000 -0.00027724 -0.05391800 0.00097064 0.00346870 0.00555290 0.00555290 -0.00816240 0.00000000 -0.38095000 -0.00249380 -0.00401620 -0.00512270 -0.02233200 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1664254 6.8434701 10.0330595 7.0936827 -0.8740845 8.6236452 9.7866805 10.3043709 8.9145116 11.2324592 10.4036617 -0.8740845 6.1592154 9.1398138 4.7551493 8.4432059 11.3689672 6.5478585 0.9331194 6.6375465 3.8806855 0.7107899 8.9030485 7.7013328 11.5377398 11.3440537 10.6466059 8.5862491 1.2957230 1.8262332 1.2957230 9.7266354 7.8486010 9.4215620 -0.8740845 7.7624179 10.3038355 10.5723596 7.5645847 10.6355682 8.9720671 5.7768462 11.1521437 6.4204133 9.8096651 9.5770043 6.1592154 6.5852255 10.2796619 7.0326838 13.3401882 10.1492011 10.3315864 13.3821125 13.5147523 8.4054036 9.2742698 9.7084057 7.0506062 9.4381090 6.6375465 12.7445228 8.7840046 9.9124713 5.3546108 0.7107899 9.9451740 10.0046105 13.4168560 10.4794914 12.7010370 9.7942350 8.4589487 8.2806112 10.4423576 10.3650934 16.1303045 11.1029103 12.2294908 13.6524453 11.3686696 1.5852029 11.3499457 11.2195409 11.0818063 9.3849480 8.0130139 9.7710013 12.9530863 11.5718426 11.5649735 6.3057025 6.6454293 5.4477213 11.2409995 12.7374520 7.3106682 -0.8740845 NA 10.9065380 12.4693954 11.7750056 7.4767324 11.1052184 11.4907486 13.1112349 11.3440537 11.5400821 10.3343324 7.9712832 11.8180818 6.6688254 8.5842000 7.2602195 10.5288052 4.6176452 8.0580080 12.9030064 9.3248520 11.6619190 11.1455577 2.6493625 14.1170493 8.3783759 7.1864887 8.6904761 9.2736341 10.2385586 5.3737213 9.5933988 10.5941627 8.7740339 10.3041469 7.5831738 12.4193367 11.1753015 -0.8740845 11.6954115 10.1264975 10.6198988 1.7107458 11.4610440 9.9391735 5.3737213 10.1474672 8.6552237 9.2427868 8.0915777 10.0364359 9.4762352 4.6493568 8.8823496 6.1030737 11.4081577 10.4392432 10.3004069 12.6263239 10.2997826 10.7802055 10.5383631 10.5770044 6.8773369 7.2343174 9.3843592 9.4415088 0.9331194 8.1832299 -1.8740845 11.5258721 11.9678557 10.2019407 4.8806806 8.7321983 7.9299241 10.3063240 TCGA-A3-3372 64 0 NA 735 kidney stage iii t3 nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 3 NA 2 4 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.86345145 11.31493728 8.37156540 6.62316307 10.34834995 8.10644935 -0.55173334 8.48900698 9.75714579 -1.55173334 0.69617191 5.88286555 4.61816229 10.27796069 9.03788899 11.40079716 11.68694119 8.90150863 10.24346583 11.97045160 12.38763347 14.14300278 10.33355299 11.70474149 8.56067751 7.25880909 8.29372775 10.76055363 4.22959561 0.03322916 9.54692802 9.88234485 10.16976432 9.68544789 3.09208901 1.44821379 9.18717463 9.22877757 11.14737654 9.36187536 6.30621849 8.88806892 10.56165454 10.28033674 6.36112792 11.32264301 6.51432744 10.43905095 10.86345153 7.90150833 8.63806261 2.77017361 11.54082989 10.20270789 10.84162834 8.49672478 NA 10.44070538 2.71951204 8.42837734 8.19810710 2.03319391 10.52705587 9.57558746 8.97864411 9.58281828 0.44826666 6.42551805 7.94409298 2.69617191 11.75173330 10.96196554 11.83275187 6.12066298 12.56218758 13.75917015 10.96097839 8.44400523 10.74429373 15.40643943 9.13298650 8.88077979 10.18379391 5.50352047 10.06386759 7.75429962 10.44117625 6.75201930 12.60542692 2.15088457 8.06180643 9.40388782 11.29392399 8.59417006 1.77015246 9.31319777 8.40243440 11.89364081 8.05926279 14.47986805 11.17828340 10.32560262 7.62316380 11.41762444 NA 2.90767905 12.09625839 10.77971476 7.79475181 5.69616635 9.00857064 9.52104053 6.07759551 11.21124277 9.27319672 9.47752515 9.40896400 9.50012663 -0.55173334 9.98497079 8.60179010 9.36187536 10.92549020 9.15904432 8.73132616 11.99236922 9.22220128 12.42103824 2.44824023 1.25562158 9.96393775 8.44297334 8.65158596 10.35475275 -1.55173334 4.90766944 2.53570462 13.84172893 5.47060519 11.33507761 11.84122608 9.76565060 7.54363507 9.01714413 3.80578772 6.52505406 11.44541738 11.33450604 9.84109192 11.86595333 11.23634444 8.90971731 7.66498408 10.94034142 5.86608949 1.44821379 7.50352047 7.45105282 1.77015246 0.03322916 9.86819813 12.32609717 9.33088103 10.70090332 9.76338751 3.03319391 10.90099394 7.99705977 9.71477853 8.11712307 7.14520565 9.85124994 5.36710193 6.54958293 9.52972141 9.32091289 11.61047187 10.61816293 13.46561182 8.17365515 11.01429196 8.93808580 11.06363769 10.14867766 8.55152563 NA 8.85974877 11.36280990 10.83490608 8.22643002 10.17828340 11.30407970 8.76112102 10.24589943 11.32628881 11.09569634 4.82327552 9.52104053 7.86448642 5.81456068 6.91991328 -1.55173334 9.53171734 7.98739648 12.71069984 9.74630050 8.43265631 10.43407982 9.93658023 9.50758238 7.17955683 10.45548248 8.52237948 7.88286616 10.64022243 1.77015246 4.63806225 7.23940091 2.14867384 3.40243568 3.87450191 10.75771427 6.96787410 10.36372894 7.29350843 -0.55173334 0.03322916 10.65860487 9.93205364 11.77410549 11.53950800 11.58890793 8.26041527 9.74687335 6.24583409 12.24214599 11.85709836 10.07166226 11.62300761 NA 2.44824023 -0.55173334 10.06845773 8.22959754 9.94858187 NA 14.49393360 14.19616862 11.13823589 7.42150440 10.52638871 -0.55173334 -1.55173334 -1.55173334 NA 14.39635415 8.91074016 9.34834995 11.85935164 NA 8.93708216 9.10222034 11.13145187 7.48989692 10.90305123 9.25075437 9.38045262 7.96590720 9.15904432 11.28488007 10.07531575 10.15387030 10.73479564 7.77691264 10.50487558 8.25236882 11.31145628 5.32745384 7.92836144 9.81346681 0.339660 0.322290 -0.388500 0.709830 0.338690 -0.410800 -0.020687 -0.035448 0.082332 0.311140 0.339660 0.339660 0.322290 0.314660 -0.402020 -0.402020 -0.402020 -0.388500 -0.011611 0.709830 -0.023703 -0.410800 -0.396190 -0.396190 -0.020687 0.351040 -0.017529 -0.028081 -0.019314 -0.051451 0.050961 0.000 0.000 0.342 0.342 0.335 0.335 0.000 0.000 0.345 0.679 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.389 -0.389 0.000 0.000 0.710 0.710 0.000 0.000 0.339 0.339 -0.411 -0.411 -0.399 -0.399 0.000 0.000 0.000 0.000 0.342 0.342 0.335 0.335 0.000 0.000 0.345 0.679 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.389 -0.389 0.000 0.000 0.710 0.710 0.000 0.000 0.339 0.339 -0.411 -0.411 -0.399 -0.399 0.000 0.000 10.1714722 7.0739466 10.6055849 7.0763913 NA 8.3369814 12.1131296 10.0489035 10.5606774 11.2818159 10.3058302 1.6181447 6.5567620 8.7679100 4.8745019 8.0757717 11.0030666 5.3671019 1.0332292 7.1277179 4.2295956 0.7701948 9.0965955 7.4024340 11.6110022 11.4007972 9.7470852 7.5954425 2.2555914 -1.5517333 0.4482667 9.5541464 8.2507541 9.4233693 NA 6.3789745 10.73681565 10.80303826 7.24589967 10.28901587 9.56717902 3.30621849 11.19138931 5.09209324 9.94858187 9.83302162 6.01809333 6.22959754 10.69438470 6.63806225 13.07634165 8.96196562 10.63280340 13.32465894 12.15678298 8.47034204 9.07485969 9.25075437 6.19643000 9.46156069 5.84911857 12.66134213 9.68723972 10.13210973 5.92397158 3.25559137 9.95900213 9.49604344 12.98624492 10.61691002 12.42103824 9.63620843 8.27796058 9.03507757 10.56458185 9.76565060 15.00430982 11.86595333 12.44568204 13.64253308 11.37712635 1.90765983 10.48578484 10.27875307 10.77607124 9.32091289 8.56847566 10.00138722 12.92333800 10.94259353 11.20145468 4.09209747 5.26841568 6.81892595 10.65799587 13.00138719 7.32840297 0.03322916 NA 10.61440103 12.42076902 12.02032822 8.08667392 11.06156696 11.1122407 13.3732359 11.4007972 11.9704516 10.3335530 7.0104800 10.7905904 7.0066582 9.1930717 5.9639388 10.8367935 6.3611279 7.2905884 13.1748515 8.7371040 11.9768141 10.7237805 0.7701948 13.1532763 6.9896057 6.9117623 10.6350146 9.5781649 10.4197815 4.1486738 9.3062189 9.9659073 8.2636213 10.7123873 7.1135734 11.7933659 10.8240919 -0.5517333 12.1907579 10.1620540 10.1599049 2.0331939 11.6610383 10.3723081 2.4482402 10.0647868 8.5684757 9.3774962 9.5062296 9.7633875 9.4458339 3.6181682 8.7645193 4.4926351 11.3628099 10.5775210 11.0855420 12.7106998 9.9830271 10.7451541 10.6402224 10.1581833 7.8035887 6.8660907 9.6770566 9.4298053 -1.5517333 -0.5517333 1.0332292 10.2555928 11.8471098 10.2543848 5.1624840 8.9370822 7.6206656 10.8660904 TCGA-A3-3373 54 0 NA 1621 kidney stage i t1b n0 m0 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 6 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1666336 9.2642645 10.0720971 9.8609951 1.7744181 0.1894134 8.4989306 9.6555305 11.0282641 9.7105637 5.3891262 2.0963293 10.7066313 10.6654407 6.3940253 11.5347207 7.7516967 10.4200750 11.2220164 7.7856441 8.0318043 2.9968045 11.1681645 9.8137926 10.9135415 8.0781973 -1.8104601 11.0557072 1.7744181 9.3533301 7.7286131 0.9968226 10.0160026 9.5666647 8.2460917 9.9892132 0.9968226 6.3442728 9.4474310 2.2769135 10.7849447 9.0910751 9.6339513 5.8476663 13.4365872 11.2836967 11.3151904 8.4875165 10.1392808 14.9771271 9.4597494 8.2090449 10.7956279 4.0223412 9.8963818 7.0781978 10.7723017 6.6692337 13.3136562 1.0769695 6.6860284 8.7602585 10.3970785 8.8105903 2.3593806 9.3155132 8.7593097 12.8246620 7.9309212 15.1937430 10.0104308 10.9246314 7.6468352 12.0403246 NA 4.0720972 12.3691299 12.6966912 7.1083174 5.3891262 8.0857863 10.1512655 8.6892999 11.4543365 9.6863079 8.9233168 9.4568261 8.6529783 -1.8104601 10.6895490 8.1275636 10.4299473 9.6606212 8.3442724 8.7169312 12.2847901 9.3360227 12.3978409 2.4373876 0.7744181 9.5806976 9.2896630 8.5012023 9.9605308 NA 5.7286117 3.8333152 13.2291871 7.3989078 9.6073066 14.1545845 9.8467725 8.7421231 9.2027767 3.7440427 5.9309218 10.5228890 11.7199823 10.2504877 12.4359772 10.5644935 8.5590512 8.7921529 10.4477257 6.1950779 3.1894609 4.1894530 7.9625936 -1.8104601 NA 9.1378214 12.7724193 9.3328373 9.8596677 9.3835952 2.7970753 10.6636670 7.3593788 9.7588303 12.3579695 8.7497870 8.8178995 5.8968143 6.2350492 10.8256255 9.6209516 10.9978150 10.8393838 13.0918763 8.5989830 11.4127016 9.1978826 10.2504877 9.2083497 12.5369370 1.8899018 8.5871287 11.6730179 9.1187052 9.1051765 9.3461693 11.8426350 8.5644936 10.3952473 11.1735164 10.9545329 5.6406643 9.9867103 7.9962616 4.8041620 6.3693635 -0.8104601 8.4242717 7.6051958 11.9468441 9.4852229 9.5951275 10.5788166 9.9363882 9.5546829 5.8547911 10.5526854 8.9036996 8.0827558 10.0132194 2.7130139 3.5817730 8.8662926 2.6488796 9.5612307 2.8333152 11.4850795 6.3290052 9.9893145 5.8773541 NA 0.5113668 10.9353384 10.1436504 11.0522851 11.3310823 10.1194522 9.5287473 8.8855436 6.6514651 11.6393765 11.3880526 9.4242715 11.4928068 -0.8104601 0.7744181 -1.8104601 9.9092707 8.3404706 9.1802672 6.3442728 13.5963234 14.6770115 10.7402009 6.6083184 10.1246191 -1.8104601 -1.8104601 2.8899018 NA 14.6350186 8.8864215 8.8583391 12.3331562 NA 7.7986325 9.0611514 11.3785064 5.6323962 10.2132084 10.1138954 10.1964814 7.8864215 8.3480637 11.9886345 11.7338149 10.3915779 10.7697127 7.3989078 9.6564431 7.3915779 9.8351125 4.3792813 7.5833167 9.0435433 0.02346500 -0.00245510 0.01842200 0.00789570 -0.00134710 -0.49598000 -0.00425420 -0.00511170 -0.08209900 -0.48814000 -0.48814000 0.02346500 -0.00245510 -0.00245510 -0.51194000 -0.51194000 -0.51271000 -0.51271000 0.01199700 -0.01526900 0.00823480 -0.50246000 0.00503580 0.00503580 -0.00425420 0.00520370 0.00392420 0.00142560 -0.00051568 -0.02023700 -0.08209900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.487 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.487 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 9.7865755 6.5774711 9.8807614 5.6829890 -0.8104601 8.3135756 7.9691735 9.8438036 9.8898938 10.8807810 11.0221463 1.8899018 6.0842727 8.9935852 4.1667315 8.5903337 12.1386424 5.8968143 -0.2256662 6.6488853 3.4748513 -1.8104601 8.8041639 3.8041672 10.1896301 10.7261870 10.5457740 7.7247294 1.3593525 NA -1.8104601 7.8115057 7.5492040 9.2145935 -1.8104601 5.3392015 11.042374 10.725215 7.988736 10.309368 9.063667 4.379281 10.557961 6.858339 10.144014 9.424870 5.379278 7.295362 10.590600 7.389126 13.770772 9.727158 10.303196 13.600435 11.945489 8.624082 8.915672 9.686308 8.940161 9.617814 4.759310 12.929498 9.027082 10.590067 4.903699 2.276913 10.146919 10.172448 13.478104 9.114267 12.397841 8.779105 8.756460 9.125356 11.130869 9.846773 15.402511 12.435977 11.795397 12.982244 10.975315 1.359352 9.678298 10.480913 10.362194 9.620952 7.868934 10.069420 13.222490 10.300590 11.212862 2.096329 2.833315 5.446842 11.851010 12.257393 6.334112 NA NA 11.322757 12.620625 11.126234 7.518129 11.371848 11.2752585 13.6310366 10.7261870 10.9158830 10.1316020 5.4840737 10.8498957 6.5945948 8.6793020 4.8759569 10.1954294 6.3940253 8.0918294 12.9690042 9.6172906 11.8058881 11.0699942 2.8899018 14.4842184 5.4853592 6.4562410 9.2362848 10.4412323 9.7526504 3.4373876 9.7545562 10.4266641 9.3353861 10.9925761 7.2848509 11.6813072 10.5620471 NA 11.8139069 10.1894541 10.4938054 0.5113668 11.3674964 9.5903335 2.9443337 10.1663761 6.2979782 9.8156195 7.5492040 9.3835952 9.6481888 3.7744181 8.9418346 5.7593103 11.6730179 10.4128525 11.1207456 11.9468441 10.0740062 11.4241218 10.0132194 10.6067792 7.0443220 5.9241640 9.5442545 9.0435433 1.1894767 7.6051958 -1.8104601 10.4215752 10.1579769 9.9683526 2.7130139 7.7986325 7.8689343 10.7303086 TCGA-A3-3374 51 0 NA 1314 kidney stage i t1b n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 2 2 1 NA 3 3 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7290770 11.3582975 5.7155310 12.4051989 11.0340520 8.7917412 9.7640432 8.8268138 7.4470419 3.7949668 11.7355933 10.3533857 8.5763249 5.2913899 NA 11.6984617 -0.3616017 9.6484974 8.4490896 -1.0124608 10.4689050 9.4582690 7.3799276 9.9081416 0.5725987 8.8579748 9.7324439 7.2402752 9.8455910 9.1373572 6.2543975 3.2355433 11.2823801 11.8226736 10.8877222 9.6880499 7.8975030 14.2074215 10.0882724 6.5111723 8.1749621 5.1168929 7.9301247 8.5498524 11.0954810 6.4954042 8.6845775 2.2279259 7.3989514 3.5725744 8.9315900 7.9734523 3.8944977 10.3642782 9.0333699 11.8005896 7.8579748 15.5259341 5.8702537 10.0057617 10.9293914 12.9138134 NA 3.4470369 8.5111719 12.1460620 8.7852716 5.9648907 8.9805483 4.6600330 6.5033106 11.3415839 9.1749621 8.3319058 9.6251406 8.9418065 3.6880460 9.4592853 9.1411622 11.1565956 11.6513906 10.9378015 8.0856424 12.6375298 10.2085930 12.8808168 4.3095400 3.9876119 9.8877222 7.7787730 7.9505063 10.3637355 NA 5.7155310 3.5111770 13.6153720 1.5725502 9.6635672 -1.0124608 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8.4934216 1.7949772 NA NA 10.7176556 9.6662103 9.1258820 -1.0124608 12.3987238 14.1628088 7.7189294 9.5689048 9.6458216 0.9876119 1.3095255 NA NA 13.8811961 8.7121239 9.0974407 10.7512375 NA 9.3396536 9.5037335 10.7824321 3.6880460 10.4769564 10.1903462 9.8228710 8.5838000 8.7307615 11.8181253 12.4751990 10.9075907 11.6941061 8.0374586 8.8471448 5.3451622 10.2555672 2.8731832 8.5004890 10.3495539 -0.4491900 -0.4189000 0.4220400 0.3983000 0.4074700 -0.0077423 -0.4655500 -0.4438100 -0.0104510 -0.4419700 -0.4737300 -0.4612900 -0.4345000 -0.4062600 0.4259000 0.4259000 0.4259000 0.4110400 0.4021400 0.3810700 -0.4645900 -0.0434620 0.4292600 0.4292600 -0.4657600 -0.0073060 -0.4711800 0.4139600 -0.0172800 0.4244200 0.0000000 -0.475 -0.475 0.000 0.000 0.411 0.411 -0.471 0.414 0.429 0.000 0.000 -0.444 -0.444 0.410 0.410 0.424 0.424 -0.442 -0.442 0.433 0.433 -0.466 0.442 -0.435 -0.435 0.411 0.411 0.407 0.407 0.381 0.381 -0.458 -0.458 0.407 0.407 0.000 0.000 0.429 0.429 0.000 0.000 -0.475 -0.475 0.000 0.000 0.411 0.411 -0.471 0.414 0.429 0.000 0.000 -0.444 -0.444 0.410 0.410 0.424 0.424 -0.442 -0.442 0.433 0.433 -0.466 0.442 -0.435 -0.435 0.411 0.411 0.407 0.407 0.381 0.381 -0.458 -0.458 0.407 0.407 0.000 0.000 0.429 0.429 0.000 0.000 9.86948882 7.10135278 9.53931839 8.38355138 NA 9.86335945 9.99183062 11.21964125 9.91464733 11.07517901 10.71041765 NA 5.43055291 9.91316453 -0.01246084 9.11560449 8.77060840 8.88847690 NA 5.91834807 5.37992588 1.30952547 9.89600280 4.34516215 10.05948142 10.52628404 11.03162505 9.19828149 2.30952547 NA 1.98761192 9.79496506 7.76239732 10.24086668 NA 7.59863467 9.51215181 10.62015099 8.38421476 9.10914374 9.68196801 10.48894976 7.71553032 1.30952547 10.24558717 8.48546185 6.43882179 5.43055291 8.35174492 6.46334290 12.76661123 12.51117207 8.26140576 12.80639199 13.90516867 7.61331874 9.20435595 9.23435066 9.52385733 9.82208114 6.60966190 12.03115010 8.39912109 7.36264960 3.51117704 1.98761192 11.46764294 7.66356735 13.14377222 9.10525326 12.88081682 7.83935939 9.59678889 11.36346411 8.78040033 10.33024040 13.89130370 11.46720600 11.16035010 12.52810145 10.22840145 1.98761192 9.88847690 8.61878705 10.61878714 7.53064199 4.91834807 9.79978737 13.10021251 9.32076536 11.08892926 3.63146520 5.55746523 5.83310008 11.74145363 11.57538764 6.80139150 -0.01246084 NA 10.45826900 12.31922688 8.71507105 5.44704023 9.77795865 12.13115277 12.08761532 10.52628404 8.49738523 11.79978741 3.84559041 5.61696634 3.30954002 8.46940942 5.60232028 9.66003548 5.71553100 5.05369786 12.59840196 6.41387499 11.44755394 9.70614303 1.79497724 13.35003343 6.46860287 7.37992761 6.69496931 11.19004008 8.91982481 3.44703693 10.87749427 9.13099340 9.35720756 11.09939785 8.87939394 13.15353775 8.25673660 1.30952547 9.59494037 11.17124549 10.87292516 0.57259868 10.95951284 6.74916148 2.30952547 10.49044187 -1.01246084 9.63506853 6.12716069 9.18605504 9.44320444 3.23554327 9.97629475 9.29935846 10.01965577 11.63551821 9.21161189 12.49849789 11.13545099 12.35570727 8.75579458 10.14242824 6.59494112 8.06175136 9.86795899 9.62604610 3.79496684 9.31773142 NA 11.47268470 10.77509648 6.70185536 -0.01246084 9.33965362 7.89149210 9.53546863 TCGA-A3-3376 51 1 1696 NA kidney stage i t1a n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 1 7 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 1.352525e-06 3.468013e-07 4.08163265306122 20.4081632653061 20.4081632653061 42.8571428571429 12.2448979591837 9.427257734 10.236469538 7.782816100 7.463731976 10.149897223 8.833161759 8.304042784 9.205170594 9.624836936 -0.425075022 -0.717145091 5.338752425 6.552267930 11.632867320 7.695658425 11.621543995 12.154540015 7.813393214 8.095934439 11.088057963 12.196658708 12.470891146 10.639731133 11.801400551 9.263238679 9.298364826 8.119308965 11.957935668 5.497819910 -2.009843833 10.462957810 9.543175116 10.496829316 9.935469766 4.835514849 1.896930552 8.023448874 9.716243983 11.481503195 9.660682124 6.529185334 4.884842094 10.479873814 10.339030573 5.056115270 11.219145101 7.769745297 10.092657787 10.958692628 8.309697800 8.149896969 4.497823102 12.502642879 10.362074663 10.634783466 8.015165242 NA 10.756287689 2.322735778 8.622302988 8.361802567 -2.009843833 9.432451077 10.314206406 9.056114999 9.199076988 1.990010902 7.316455324 8.602894427 4.199476046 12.180699371 9.918174067 9.356894505 7.282347131 10.877960377 12.481440580 11.014299843 8.563114266 11.310262289 15.384312697 9.389837808 8.814984538 9.027572922 5.790925785 10.190617946 7.574988535 9.653139217 8.677401474 12.327090206 2.311968051 8.425800417 9.087399722 12.430570654 8.845672885 5.169933016 9.640628881 9.017931927 11.269201150 7.782816100 15.255511621 10.515057183 10.183427956 7.789307360 10.530880427 -2.009843833 2.382335243 11.705344424 11.131654043 8.224843403 4.098554307 6.908888546 11.469174544 7.284646456 11.000553936 9.333211491 9.734018756 9.456612126 9.233199748 NA 10.182010411 9.215835825 9.688296475 10.188470903 9.758210220 7.858848217 11.605001349 9.699109641 11.897010372 2.797386577 1.311968051 9.945675732 8.572346661 8.254468384 10.680896852 -1.009843833 4.920764910 4.481880140 13.329005918 7.623021102 10.866159058 11.581665098 10.161828115 8.447406866 9.123167991 5.169933016 6.728117791 10.137548863 11.429337325 9.920023931 11.392533006 11.119147861 8.659796862 8.593652185 10.630270766 7.991433978 2.896911182 5.810204006 7.559881802 1.690461795 -0.009989098 10.162765928 12.431024759 9.458140813 10.085093179 10.585982640 4.027631803 10.575457939 7.578740253 10.372512068 10.155875065 8.095934439 9.186628069 6.797381389 7.009366209 9.403124750 9.739057225 11.463224257 10.562489245 14.333940238 8.701830416 10.776295501 9.194597066 10.341793326 9.629818682 9.859619731 -0.009989098 9.316455324 11.576513824 9.326498924 7.526894337 10.111883043 11.643542730 8.478870311 10.418124260 11.166043167 11.066006354 7.554175169 9.404711144 8.880898229 6.501778282 7.721344631 -0.425075022 9.646003665 8.418386045 12.534567758 9.720496002 8.221246827 11.289520098 9.220646767 9.915951064 10.521407282 10.482317196 8.782002553 7.660681946 11.001951953 4.347580623 4.293804522 9.549402914 3.237946061 6.711124549 5.704271639 10.588776277 7.177377677 10.960131783 6.198162123 NA 1.159952045 11.020865380 10.477614698 11.671374099 11.491365503 11.196735018 7.781188547 9.514097400 6.533521300 12.440012741 11.727695739 9.867309941 11.947490725 -2.009843833 -0.009989098 NA 10.303759176 8.663335012 10.237063293 4.835514849 13.493758449 14.968278256 12.219145070 8.416951182 10.515791383 -1.009843833 0.797345071 -2.009843833 -2.009843833 14.147155650 9.495837443 9.906278523 12.610417543 -2.009843833 9.224244596 9.095855869 11.003697447 7.443296664 10.499058567 8.990729989 9.946765068 8.545573442 9.127657524 11.432710222 10.408669090 10.390104775 10.967663541 8.134684031 10.021382421 10.262655602 11.450481748 6.091003703 8.094991323 9.547968174 -0.00115990 -0.00456950 0.00499690 0.33593000 0.00458000 -0.00184010 -0.00664320 0.00708260 0.00610900 0.00700900 -0.00115990 0.00805670 -0.00456950 -0.00456950 -0.30733000 -0.30733000 -0.30733000 -0.00512270 -0.00498440 0.03344100 -0.00654470 -0.02068700 0.00430210 0.00430210 -0.00664320 -0.00138580 -0.00290910 0.00000000 0.00319100 0.00097064 0.01209700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.130855599 6.964440221 11.318981200 7.094467280 -1.009843833 8.973019406 4.990024521 10.803346120 9.248002968 11.085081624 10.432969322 3.077482289 6.214027638 9.095279651 5.808225429 7.960131711 10.854405509 6.797381389 0.797345071 6.615734088 4.676526944 -0.009989098 9.394635250 7.463731976 11.272452615 11.621543995 10.523654866 7.449457378 1.896930552 0.797345071 -1.009843833 9.596431117 7.896916630 8.811799812 -0.009989098 6.655361847 10.833947 10.901980 7.550359 9.567455 9.145476 6.275428 11.346615 4.784441 10.141994 9.438142 6.540773 7.743242 10.444325 8.214028 13.420413 9.796173 10.880480 13.534205 12.850046 8.816320 10.021038 10.242987 8.699971 9.815780 5.449459 13.282779 9.366151 9.704701 6.242692 2.237961 10.324858 10.515302 12.553222 10.259737 11.897010 9.842165 8.190924 9.586216 10.289234 10.161828 14.904236 11.392533 12.298080 13.425110 11.707167 1.159952 10.360441 11.342069 10.353887 9.739057 7.926664 9.995300 13.122405 10.934555 11.714217 5.465759 6.023448 7.088058 10.793955 12.736908 9.063043 -1.009844 -2.009844 10.378312 12.752512 11.724186 7.420478 11.434135 11.660682 13.374101 11.621544 11.088058 10.639731 6.559882 9.314769 7.017932 8.465759 6.781189 11.283497 5.056115 7.712834 13.795128 8.464746 12.136754 11.112369 3.544609 12.826126 6.566246 6.697385 8.121510 9.571697 11.169935 5.848007 10.015858 10.012394 8.753238 11.277594 7.147373 11.757486 11.814090 2.449456 12.244243 10.255055 10.435299 1.159952 11.804308 10.205862 2.690462 10.487878 6.758210 9.776296 8.038513 10.585983 9.680888 5.209196 9.094625 7.053421 11.576514 10.670385 11.133569 12.534568 9.864239 10.453295 11.001952 10.950571 7.347578 7.028945 9.816177 9.845284 2.944221 2.722838 NA 10.228132 10.881101 10.345377 5.764813 9.224245 7.849561 10.296657 TCGA-A3-3378 60 0 NA 630 kidney stage i t1 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 2 NA 4 3 2 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2909363 11.2371324 8.3694809 7.4032396 10.0630230 9.5125925 8.2892175 9.8139365 9.8638259 NA 2.2760202 5.7162419 6.9342428 8.6878264 8.1331967 11.1027008 11.9979667 3.7466137 8.5568302 12.0030866 11.6591725 13.9326526 10.0180789 11.7140022 9.0185975 6.9987551 7.8963627 15.4271829 7.1427453 NA 7.5246780 9.6176654 10.3294895 9.9342427 4.1616539 0.8986340 9.6687871 9.3816284 12.1729970 8.3448751 6.9209864 7.8317196 10.6998422 10.3896703 6.6956320 11.8545593 4.6427824 9.7509923 10.6946585 8.7812620 8.3840455 4.6427824 12.7118389 10.5493116 10.5948909 7.7264382 2.2771218 10.4570013 3.1058792 8.5809113 7.9754347 0.8986340 9.7353005 10.2631913 8.6681262 10.1617848 0.1616942 6.4895799 10.2402488 1.8986340 12.2774556 10.2662520 8.0705460 3.1002544 12.0523318 10.7463026 11.0160023 7.8340785 8.2115019 15.9592135 9.3621433 8.6319733 6.1235855 5.3181577 10.3058866 7.1877153 11.0985365 6.8850301 13.4525361 0.5766672 8.3068040 5.8895733 9.2623157 8.6561756 1.1616297 9.4079981 9.8311289 12.2902921 8.5221346 16.0255920 8.6799786 10.8453117 8.8758989 12.2536395 -1.4231393 9.2078677 12.8965040 9.8741802 7.4895799 6.5710442 9.2160314 8.9924325 8.0050507 11.1670439 9.1408402 8.9154271 9.2960795 8.9913759 NA 9.9652462 9.1235852 9.9603950 9.5745759 9.0432770 7.3580507 12.2033512 9.1139091 12.9313534 1.8986340 3.6210907 9.1522301 9.3506541 8.4206117 10.6868478 -1.4231393 3.6641528 2.0361165 12.7283416 4.6852169 10.4888316 9.0665386 10.2561708 8.3415624 8.7059738 4.6852169 6.9903184 9.3605076 11.5424750 10.4284398 11.6983586 10.9582337 8.5279754 11.7043627 10.3202630 2.1616620 0.8986340 5.7466164 7.8127049 1.3840498 -1.4231393 10.3572306 13.1334363 8.4455132 11.0481120 9.6045968 3.5308823 10.2295358 7.2060473 8.3286363 8.8758989 6.1312787 8.2892175 4.6641528 6.7387800 9.9924325 9.3735416 12.1773006 10.8272853 11.8427452 8.3379925 10.7277073 9.4888317 10.2866362 9.0914047 12.2672344 -0.4233328 8.0113190 11.4820778 11.6904215 7.4798498 10.4764253 10.9765027 7.8736071 9.8269892 11.7027499 10.8756125 3.9690123 9.4245312 8.3387903 5.7861441 6.1616539 -1.4231393 8.1672776 7.6535065 11.6791586 10.3282349 8.5879181 10.6551751 9.4547416 8.9342428 3.3840498 10.5234253 8.8328995 8.6969286 10.5261528 -1.4231393 4.5990559 4.3315762 0.1616942 6.8574610 1.8986340 10.9087273 4.6852169 10.6280799 6.6963069 -0.4233328 1.8986340 11.5641324 9.8376103 11.6338364 10.9076076 11.1893289 8.0217057 10.6327357 6.3482466 10.9209867 11.1180294 9.6481532 12.5895771 -1.4231393 0.5766672 NA 10.1973688 8.7059738 10.0800196 5.7162419 13.1724727 12.2430257 7.6982240 5.0151496 10.1639996 -1.4231393 0.5766672 NA -1.4231393 14.4072802 9.2446892 9.7175205 11.0810132 NA 9.3299075 9.2378096 10.5081670 7.8481541 11.0825023 9.1849455 9.3349139 8.8516513 8.8504863 11.6302773 10.6988717 10.3783991 10.6956318 8.2384688 9.8258042 7.3872626 10.9432862 5.4592119 8.6139633 9.4260959 -0.00387790 0.00000000 0.00346870 0.00166420 -0.00207840 -0.00553750 0.00097064 0.00374650 -0.03517300 0.00485790 -0.00069303 -0.00387790 0.00000000 0.00000000 -0.35703000 -0.35202000 -0.35202000 -0.35202000 -0.00207840 -0.01133500 -0.00207840 -0.00553750 -0.00384050 0.00306220 0.00097064 0.00083195 -0.00387790 -0.35339000 0.00485790 0.00374650 -0.04983000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6444612 6.7812613 9.2866361 6.3161331 NA 9.1663419 8.0725459 10.5537023 10.3658169 11.2347125 10.5763385 1.1616297 6.1691473 8.6468118 4.1312767 6.0113190 11.0486200 4.6641528 2.0361165 7.4032396 5.8150963 1.3840498 8.9243122 7.3248835 11.3533376 11.1027008 10.4247190 8.1312798 1.3840498 -0.4233328 0.1616942 9.1747432 8.6481530 9.7757495 NA 7.9945435 10.4443557 10.5952387 8.0422569 11.2603433 9.2675618 6.0196352 11.0675417 5.8986195 10.4996467 9.7200739 6.9120810 6.3775906 10.2371324 7.5879177 13.7005697 9.7590851 10.2245989 13.5183345 12.1513623 8.6878264 9.7824841 10.0899249 9.4623871 9.7516165 6.0113190 12.7307968 7.5879177 7.5653755 6.0361230 1.5766672 11.1980558 10.1066093 13.1680962 10.2119554 12.9313534 9.6278997 9.0453149 10.7766697 10.2714839 10.2561708 16.7321613 11.6983586 12.6910838 11.9342428 11.2866361 2.2771218 10.7671328 8.8997454 12.2357947 9.3735416 8.2544103 10.0519176 12.9489437 12.3758712 11.4805707 4.5990559 6.6373871 6.9690077 11.4424241 12.8056597 6.1987417 0.1616942 -0.4233328 11.8192695 12.5833675 11.6166156 7.2169359 11.0620169 11.1068532 13.3159440 11.1027008 12.0030866 10.0180789 7.7415978 13.0502697 7.7640429 8.7453627 6.3840464 10.7885790 6.6956320 4.9165387 12.1926284 8.5250580 11.6523370 10.9544435 2.0361165 14.0262263 8.0176842 7.7615659 8.4778291 9.7321415 9.9566105 5.5766914 8.8246183 10.1696149 8.0904184 11.0399597 8.0884432 13.0355459 9.2429147 -1.4231393 13.2303196 10.1724145 9.9919043 0.1616942 11.4553165 9.9042434 4.0685418 10.6763673 3.8620943 9.6727471 8.1597735 9.6045968 9.9159006 8.7162423 8.0134025 2.5766914 11.4820778 10.6377243 11.7899469 11.6791586 10.0705462 10.6852152 10.5261528 10.7665153 7.7788144 8.0463328 9.8649800 9.5639547 3.0361165 0.5766672 6.8340791 11.1946173 12.1677350 9.3440475 4.1002544 9.3299075 8.0705460 9.8487373 TCGA-A3-3380 54 0 NA 567 kidney stage i t1 n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA NA hispanic or latino 1 1 3 NA 3 7 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5667499 9.8944317 8.9586096 6.8911470 10.5414782 7.0566800 1.1141671 8.4230806 8.8306990 -0.4707288 2.1742146 5.3871833 7.8076524 10.5929350 8.2706700 10.6703521 12.1772233 5.9129061 9.7907101 10.8255456 12.1098148 13.8396271 10.3497807 11.2067023 8.1420713 6.8955256 6.4057201 10.4706173 5.6377262 -1.4707288 9.0200538 9.3228061 10.3113821 10.2643357 5.6991268 1.5292213 8.6455468 9.8862049 11.0265557 9.9380633 5.3365583 5.7959903 9.9721464 10.7625230 5.2973859 10.9385938 6.3039907 10.5100565 10.8364036 8.1420713 8.5804120 3.1141671 10.8963446 10.0503125 10.5841462 8.1420713 1.8511194 10.5792182 1.0825664 9.5824501 8.1640139 -0.4707288 10.1425319 9.1649210 8.0990585 9.3887688 1.8511194 7.2807466 8.7971599 0.5291713 10.6497647 10.9242014 8.5543425 6.4599398 10.3765773 11.6756124 10.8117122 9.1703515 10.9306158 15.6872997 9.9481096 8.6991279 9.9523187 4.9886347 9.9359394 8.0895358 10.9276794 7.4209868 10.8483104 2.7899796 8.7419304 8.9428309 11.2488056 9.0310400 5.7580206 9.7325509 8.0488389 11.4145179 7.8146049 15.1322467 9.2899227 10.4240054 7.7842318 10.7595236 -1.4707288 2.6991296 12.2434484 12.2917925 8.6520307 3.9215220 5.7091114 10.3867951 8.4643681 10.8315562 8.9053283 9.0866665 8.9783515 9.4072537 1.3365690 10.0765794 8.9300824 9.3268645 11.6135130 9.4920989 9.6033443 11.9946481 9.5756448 12.0565577 4.1439158 0.8511194 10.7833457 9.0509897 9.0933523 9.5093425 1.3365690 4.0527637 5.6166665 14.0354794 9.9773191 10.9340783 11.0300448 8.4133732 9.0605843 9.3015175 3.4834031 7.5515706 9.6357658 10.6199769 9.6053504 11.2406462 10.2656049 8.8180689 8.4569806 11.0016399 6.4179453 3.2296494 2.6991296 8.5277933 0.8511194 -0.4707288 9.2253010 12.9911938 9.6429450 10.6783148 9.5460112 3.2840847 10.7251902 8.3902898 10.2027327 6.4480667 8.1216599 8.7959893 6.9762857 5.4683129 9.7441291 8.3887376 11.2569106 11.2250836 13.0800098 9.1420621 11.5137993 8.9354079 9.8312705 9.9004350 10.7598238 -1.4707288 8.2706700 11.5246167 11.2803012 7.9828647 9.3620929 11.7281083 6.7239599 10.6016704 11.7177917 11.0193016 4.5515714 9.6565523 8.1957462 5.4717175 7.2261704 0.1141005 9.0039229 7.0799498 13.3510267 8.8249718 8.5515706 10.8432195 10.3856284 10.1649210 8.5979810 10.7266776 9.1402278 7.5626256 9.8723886 1.8511194 4.7771304 8.3171055 3.8146017 7.4420926 3.8146017 10.7800934 6.6272347 10.0285505 6.4254744 -1.4707288 1.5292213 10.4469478 10.5848242 11.4168043 10.9881221 11.5904053 8.7471605 8.2468793 6.3485511 10.8729438 11.4026470 10.0079725 10.7667116 -0.4707288 -0.4707288 0.5291713 9.8539459 9.4577213 8.9855574 6.1585592 11.9731824 14.7741055 11.6778383 8.6665528 10.1300450 0.5291713 -0.4707288 -0.4707288 1.1141671 15.3844364 7.2121977 9.8933375 11.8265490 NA 9.0449028 9.0743219 10.7962821 7.4057201 11.2447359 9.7171734 10.2126362 8.8134487 9.1667335 10.9599168 11.0907295 9.7824595 11.5856712 7.6298651 10.3513753 8.0230585 10.5054090 5.9236650 8.7564699 10.1694478 -0.2620300 0.0152960 -0.2599800 0.7591000 0.0045837 0.0034687 -0.2769100 0.0157270 -0.0926100 -0.2712900 -0.2620300 -0.5725900 0.0152960 0.0231450 -0.5647500 -0.5647500 -0.5647500 -0.5647500 -0.5685500 0.0134920 -0.2674500 0.0034687 0.0206230 0.0206230 -0.2769100 0.0054139 0.0088920 -0.0096806 0.0026357 -0.0096806 -0.0774240 -0.277 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 -0.268 -0.562 -0.562 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 -0.268 -0.562 -0.562 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7285685 6.5681218 9.6429450 7.6840213 1.8511194 9.1621979 6.8006657 10.7862046 9.3770433 11.3375678 10.1475883 1.8511194 6.0760973 9.2033952 3.3365548 8.0566800 10.3624883 6.9762857 1.6991074 7.4804873 4.0837920 -0.4707288 9.0150322 8.3636740 10.8652212 10.6703521 11.0481264 6.9300821 -1.4707288 2.3365690 2.3365690 10.1503389 8.6661938 9.0837918 -1.4707288 5.8601186 9.8795895 10.2481638 8.0369978 10.3035781 8.3203655 4.6991296 10.5467073 4.0527637 10.0468723 9.9316820 5.6991268 7.2773953 10.0809112 7.8420857 12.9011156 10.5453147 9.9385938 13.5141553 13.5976873 6.0837920 8.9449445 9.7699942 7.6298651 9.5536500 5.8511319 13.5738104 9.8471806 9.7789090 6.0130178 4.0527637 10.0170429 7.6584857 13.0384212 10.1762116 12.0565577 9.5584902 7.3589254 9.0809110 10.0914453 8.4133732 16.2667671 11.2406462 11.4931827 14.7961541 10.6549392 1.3365690 11.0871452 10.4639994 10.3461865 8.3887376 8.2622180 9.8878541 12.9034952 10.0654501 11.5622800 5.5292025 5.4717175 6.2639133 10.8508492 12.5057670 6.1802553 0.1141005 -0.4707288 9.9145261 12.6651526 10.9539019 7.8006657 10.9330138 11.5306111 12.4409693 10.6703521 10.8255456 10.3497807 6.3301030 12.1869679 5.8053260 8.7214957 7.5735972 9.6507364 5.2973859 8.4495556 13.2920396 9.2907541 11.4045683 10.5925979 2.5291963 14.4109860 6.3026060 6.4420926 8.1988674 9.3825125 10.2130747 4.6789508 9.1420713 10.7081789 9.1315491 11.3754768 6.3493812 11.3039899 11.4047603 2.3365690 11.5747919 10.7676076 10.7125281 3.1141671 11.2259531 10.5636580 3.6584857 9.7883577 9.3138376 8.3236187 7.8533832 9.5460112 9.6626276 5.4480651 9.4413436 6.1141650 11.5246167 10.3758685 10.9147957 13.3510267 10.2994538 10.9985903 9.8723886 10.9881221 7.2773953 5.6991268 9.5952920 9.6693936 3.2296494 5.4619476 0.1141005 10.6103534 11.5383684 9.0200538 3.8867550 9.0449028 8.0644782 10.3365578 TCGA-A3-3382 69 0 NA 574 kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 3 5 2 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8045702 10.7111174 10.1474704 6.8097141 10.7142063 8.0151374 9.8320025 7.9072284 11.0042427 NA 0.9262272 5.4301749 4.5332705 9.2489344 8.3441725 10.9661702 11.8867194 8.0740312 8.9629998 11.6349271 11.5640306 15.3294845 10.1545623 11.2083736 8.1244362 6.4500746 8.4099967 13.6582916 6.9881700 NA 10.1474197 10.6675176 9.5609837 9.3591592 4.1015492 1.4826418 9.1560775 9.8551965 11.0126305 9.0073239 5.0328414 9.2630649 10.3370655 10.8595428 6.7627501 10.7831582 4.5821766 10.5885508 10.6685796 8.3388456 8.5065944 2.6752966 11.1676412 9.3989482 10.3485964 9.0600712 -1.3248164 9.8748125 2.8119642 9.5129152 8.1968878 1.6752740 10.3508033 9.5784159 8.3809199 9.5317594 1.8452291 6.1671411 8.8593941 7.9514118 11.6062094 10.0084426 8.8058580 3.2602515 12.4743220 10.9235114 10.3899621 8.8771172 9.5285969 15.7167647 9.4591041 7.8250345 6.4301749 4.5821766 10.2413414 7.3155318 10.7521029 7.1830815 12.9492286 1.2286648 8.7816148 9.7653997 9.8718894 9.0740309 2.5821706 9.5270363 8.9029033 12.8185111 8.0952477 14.5331918 10.1840725 11.0532732 8.4745691 9.4858589 NA 9.6525672 12.1902479 11.9894457 7.6837161 3.7196763 9.4591041 8.0106775 8.8288394 11.7327714 10.2202517 8.4201211 9.6724667 9.3182416 4.4301715 9.9267696 8.7574363 9.3765938 10.8889991 7.8401944 8.1326683 12.2088093 9.8288394 12.4314266 2.5821706 -0.3246357 10.2583700 9.2048252 8.2881560 10.5313238 NA 2.7627528 2.6752966 14.5329282 3.8045699 10.2899972 8.7319252 10.1944321 8.3652853 8.8301054 4.3477153 5.9881711 12.0322894 11.0204153 9.8804696 11.8964152 11.1971331 8.7413766 9.8651118 11.2486978 2.6752966 6.0676043 5.5579308 8.5941506 5.6865145 0.6752740 10.4209616 13.4758839 9.1109575 10.4276680 9.2260340 2.6752966 10.1641317 8.2337079 9.1218228 4.2602515 6.9514118 9.0050836 5.3617894 6.8551961 10.3450582 8.9836264 11.2305954 11.2588402 12.1612424 8.7294440 10.7752925 8.8439594 11.1558251 9.9836264 9.5456520 -0.3246357 8.7534381 11.1054785 9.9515514 7.7755030 9.7994086 11.7358144 7.7994086 9.3903913 12.2734562 10.7059544 3.5332643 9.7474200 8.8625651 5.4954649 7.5518044 -1.3248164 8.9432445 6.5456518 13.2655235 8.9420737 7.6837161 10.4484265 10.1015521 8.7877269 5.1671411 10.6048120 8.4680774 8.3155323 10.3477126 1.2602666 4.7413753 4.5081751 1.8452291 10.8423918 4.1015492 10.9291348 3.1347138 10.6001480 8.1173184 -1.3248164 -1.3248164 10.8971765 10.3388454 11.7432258 12.3662674 11.6331149 8.0867981 10.0519445 5.8197423 11.1005032 11.2809983 9.9841951 10.9864680 NA 0.6752740 1.6752740 9.7720024 8.7759496 9.7128342 -0.3246357 13.1710799 12.9148858 10.5689681 5.9805281 9.6229243 NA -0.3246357 2.9232062 NA 15.4856832 8.6752874 9.2508266 11.7150632 NA 8.5911666 9.3235369 10.9098054 7.6323896 10.2470399 9.5317129 9.6632619 8.4133796 8.7169463 11.2984829 11.0761668 9.9664580 10.8767986 7.3929639 10.0282797 9.0151374 11.1039092 4.6564563 8.0132216 9.9267696 0.8562100 0.3201200 -0.4529700 0.8504100 0.4287300 -0.0213730 0.0029133 0.0036076 -0.3251900 0.0079175 0.0080568 0.8595700 0.3201200 0.3201200 -0.4529700 -0.4529700 -0.4529700 -0.4529700 -0.0092666 0.8534400 -0.4580700 -0.9650200 -0.4740600 -0.4585700 -0.0027707 0.0000000 -0.0067813 -0.4656800 0.4223400 0.3785800 0.8544200 0.000 0.000 0.000 0.000 0.424 0.424 0.000 -0.466 -0.447 0.422 0.422 -0.455 0.000 0.444 0.444 0.431 0.431 0.000 0.848 0.435 0.435 0.411 0.435 0.453 0.320 -0.453 -0.453 0.000 0.000 0.853 0.853 -0.458 -0.458 0.426 0.426 -0.439 0.000 -0.459 -0.459 0.854 -0.325 0.000 0.000 0.000 0.000 0.424 0.424 0.000 -0.466 -0.447 0.422 0.422 -0.455 0.000 0.444 0.444 0.431 0.431 0.000 0.848 0.435 0.435 0.411 0.435 0.453 0.320 -0.453 -0.453 0.000 0.000 0.853 0.853 -0.458 -0.458 0.426 0.426 -0.439 0.000 -0.459 -0.459 0.854 -0.325 10.7220703 6.5941499 9.6030653 6.6800134 NA 8.6439539 12.5934052 10.0403301 10.6063941 11.2208334 10.5093632 NA 5.5821766 8.9710563 3.1988556 6.5941499 10.4652284 5.3617894 2.5821706 7.3155318 3.8452090 -0.3246357 8.9572173 7.1711428 10.7919269 10.9661702 9.9518480 7.0328392 2.1347138 1.2602666 0.9971840 9.2027642 7.5731329 9.2899972 1.2602666 6.4631892 11.5746442 11.0025592 7.6781022 11.5431452 8.5791692 3.6294849 11.0106777 4.4826418 10.1434022 10.0311889 6.2221824 5.9514106 11.1688926 7.1428933 13.0966947 9.9955238 10.5002461 12.7634958 12.6969614 8.5821777 8.5836800 9.6258432 8.8835215 9.4376693 5.3895324 12.8836741 8.1182310 8.6089781 5.2752008 0.2602666 10.6948780 10.0151374 13.4006536 10.1140791 12.4314266 9.6703479 8.3809199 10.0713568 11.0366829 10.1944321 15.4713523 11.8964152 11.8242405 14.3365365 11.2987116 5.8452115 11.0206926 9.3477126 11.9009466 8.9836264 8.4664501 10.3222959 12.5632694 10.9876030 11.1007629 5.4826418 4.4826418 5.1015534 11.1887682 12.4730501 5.4826418 NA -1.3248164 10.0782993 12.9225473 12.1067549 7.0804285 11.1148585 10.7454083 13.0610149 10.9661702 11.6349271 10.1545623 7.6439543 12.2800722 6.5394737 8.5956402 4.2899967 10.0649187 6.7627501 5.4954649 12.5500449 8.6525672 11.8239228 10.5586943 1.8452291 12.7541053 8.2723900 6.1988497 8.1175880 10.4463641 9.6682257 2.6752966 9.1428928 9.6561409 8.0633045 10.7759496 7.6920959 11.6168852 9.2508266 1.4826418 11.4978581 11.1403435 10.2867733 0.2602666 11.1036475 10.1479781 1.2602666 9.8237638 9.3878142 8.9537367 8.7667227 9.2260340 9.3717682 4.1347220 8.3064646 7.8351586 11.1054785 10.4680776 11.0989285 13.2655235 9.9420739 10.4297573 10.3477126 10.3731237 8.2027644 6.4761872 9.3530070 9.7948769 NA 0.9971840 NA 11.0659937 11.6510565 9.6844160 1.4826418 8.5911666 8.2677441 10.6038057 TCGA-A3-3383 52 0 NA 861 kidney stage i t1 nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 2 NA 2 1 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4753849 9.9462617 10.1180200 7.9280647 9.1653932 8.0145907 NA 5.5130706 8.2365543 1.4266405 2.2633650 4.6282603 7.8728817 9.6554441 8.3526248 9.6477291 12.3152165 2.9120558 10.5620783 9.4501027 11.2917401 14.0388351 10.2040452 10.5960495 8.7175657 4.3937937 5.9120534 11.1183690 6.6203973 NA 6.6789508 8.6554441 10.1868464 10.2827397 4.7194080 0.1047392 7.5559082 9.5257103 11.1582839 8.6341278 6.5641297 7.8016650 8.8343181 10.8292112 6.4445478 11.2349462 3.2746195 11.4983560 9.0324753 7.6896598 8.2569823 4.1921626 11.6377837 10.6501445 10.1734756 7.2696045 -0.8953950 10.9883067 NA 10.0976357 7.6745532 0.6896570 9.9096351 9.1436164 8.4600483 9.9376111 0.1047392 7.2796227 9.8728817 1.1046721 9.6717028 11.3299048 5.6438562 4.1490886 8.9136617 10.7615691 9.9478333 9.9688835 10.5246576 17.0554070 9.3573629 7.8761866 9.6075291 4.6592852 8.8562416 6.9626786 10.6511096 5.5140875 10.9300537 3.3488273 8.4631729 9.4927146 10.2645687 9.2883327 2.6896570 10.0302518 7.0704816 11.7588859 6.4084775 15.5427233 7.8016650 10.5688142 6.5309618 11.6037958 NA 3.6282603 13.8254760 12.9748694 8.3644407 2.1047057 8.1707864 9.4808227 7.4266254 10.2739960 7.4084784 8.3691401 8.2569823 8.1841821 -0.8953950 8.9517548 8.6802368 9.0295098 10.7841775 8.4288781 7.3620850 11.9070381 9.2920494 12.2210413 1.1046721 1.4266405 10.3900996 9.5140883 10.1166235 9.0976358 NA 2.6896570 1.1046721 14.4399830 10.5066435 11.3679666 13.7924011 4.3141527 10.3401134 10.0748032 4.0115851 6.5225501 11.0078261 9.5351500 9.8950458 11.1011285 9.2053598 8.0055639 7.1868462 11.2336583 5.1270637 0.6896570 4.8860575 9.5915324 NA -0.8953950 8.0235609 12.3435499 9.9850462 10.8124879 8.0588939 NA 9.4389706 8.6745532 9.6576257 8.7449425 6.2846067 9.9657843 5.4797382 4.2339801 10.3419074 7.3335159 10.3573629 11.4218273 12.1625199 10.1454734 12.8651055 9.1394964 9.4467721 8.7722169 8.6535194 1.6896570 6.7841781 10.5543619 11.1979234 9.8298932 8.7064680 11.3114065 9.7386008 10.5156787 12.0490434 11.0643371 5.5965506 9.5445283 8.0777344 5.9501884 8.3383170 0.6896570 8.2000943 4.0588966 13.7591656 10.3425049 8.7322312 9.9304513 11.2102785 8.4732037 6.8120566 11.0035368 9.7221649 7.6203973 8.9296561 0.1047392 6.0588944 8.3383170 1.9120366 6.8326179 2.5641342 10.1987750 6.0933827 10.0391254 6.6124926 NA NA 10.8856472 10.6707514 10.9987573 10.8249416 11.9619008 7.8893324 3.6896570 5.0826643 10.4462162 11.1677553 9.2982228 10.9942013 2.2746195 NA NA 10.1270652 9.6292391 8.5661770 7.2391240 11.8425784 13.9257738 10.0976357 8.3730522 9.7850570 0.6896570 1.9120366 0.6896570 NA 14.5822343 6.2027292 8.9735200 10.2229896 NA 6.6669398 8.9564464 10.6788178 5.5965506 10.8566598 10.6659853 9.0354348 8.5517805 10.0450110 10.9076175 11.0254224 9.0190825 11.5738304 7.9688833 9.7771228 6.0704816 10.0272818 1.4266405 7.3814270 11.3380175 -0.00249380 0.00305220 0.00569190 0.00485790 -0.00277070 -0.00205650 -0.00512270 0.00652620 -0.46025000 -0.00576600 -0.00576600 -0.00249380 0.00305220 0.00305220 -0.62091000 -0.60419000 -0.61467000 -0.61467000 -0.00401620 -0.01786000 0.00000000 -0.00622860 0.00083195 0.00083195 -0.00512270 0.00208050 -0.00719580 -0.00871460 0.00138680 0.00221930 -0.46025000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.043 0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.043 0.417 9.9742913 7.2895726 9.3068211 7.7970688 2.5641342 9.5257103 6.4884009 9.3394191 9.4753849 11.9891293 10.3335161 3.8051377 6.8120566 10.2689759 0.1047392 7.6592860 9.0280248 5.4797382 NA 7.1761602 5.2132228 0.6896570 8.7267492 5.4797382 10.4327159 9.6477291 11.9045881 7.0472123 1.4266405 NA 2.9120558 10.8423672 6.8051377 9.3819848 0.1047392 8.0295098 8.9023588 9.7101769 8.8189429 9.8120565 8.1187179 5.1490927 9.0603474 2.4266136 10.1855149 8.6321744 7.1921606 8.3854681 9.2171369 7.0933816 12.4358943 11.3688467 9.2932863 13.1341572 12.2943675 5.5309634 8.8309154 8.9375874 9.4721122 9.1545460 6.3043705 13.3784201 9.6583266 10.2499927 6.6203973 0.1047392 9.7815359 7.0704816 12.7371247 9.2858495 12.2210413 8.4578442 5.7629095 10.1721317 10.8236583 4.3141527 15.7372951 11.1011285 10.1131260 13.6045433 9.4808227 3.0115851 12.0510554 9.2000943 10.3549958 7.3335159 7.6243334 10.5377611 12.4007532 9.5945454 10.6702755 3.7485578 7.6821259 6.2746232 11.3811126 11.7083237 7.5804304 NA NA 10.7819766 12.7329151 10.5530098 7.3431022 10.1326033 11.577388 11.193154 9.647729 9.450103 10.204045 7.347871 9.916072 4.426627 9.017587 5.924877 8.810330 6.444548 6.233980 12.260464 8.755749 11.172468 8.934420 2.104706 13.892090 7.364206 6.666940 10.053086 10.188841 9.701819 5.294522 6.244250 10.095510 8.096729 11.736102 3.962679 12.018709 9.558997 NA 11.913461 11.373824 10.485158 0.689657 10.656406 8.730406 3.192163 9.534104 9.240407 6.471020 8.362085 8.058894 9.105557 3.748558 8.945475 3.805138 10.554362 10.276500 10.160658 13.759166 11.090895 10.906406 8.929656 11.004054 8.084837 6.192161 10.272115 9.617438 4.962679 1.912037 0.689657 9.329905 12.949166 8.522550 4.314153 6.666940 8.323866 9.991918 TCGA-A3-3385 46 0 NA 1993 kidney stage i t1a n0 m0 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.525926e-06 4.508417e-07 8.62068965517241 18.9655172413793 10.3448275862069 39.6551724137931 22.4137931034483 10.32680831 9.73460853 10.54522871 6.72957724 9.55347820 7.41825068 6.55347878 8.20225853 9.58043345 -1.60121185 -1.30258201 5.25664084 9.62326478 8.43208292 8.62868065 10.80486501 11.16643069 9.42587488 10.99345119 11.48794497 11.43277118 13.94697835 10.59833236 11.41720801 8.09736481 7.25974703 8.87945031 7.57108745 6.56356696 NA 7.23471015 9.75731116 9.90149189 9.85552773 1.20601800 -1.60121185 8.55347801 9.53821144 9.93344930 8.18819369 6.89850586 1.85810039 10.39866001 10.35757521 4.30554742 9.67710949 2.79098050 10.82125045 9.53757175 8.24571717 7.21244094 1.39867872 10.47012236 9.58539337 10.48280402 8.07461729 NA 11.14135474 2.48951725 9.09214691 8.22679654 -1.60121185 10.35539922 9.02071193 8.37307481 9.47100044 -1.60121185 5.37593953 8.32198760 0.98360474 10.48280402 11.13463905 11.55711194 3.09909318 12.66883709 8.20601507 11.13040331 8.58724871 8.20762398 16.23026419 9.33603384 8.44168722 11.08581699 4.70244146 10.19063683 8.18165817 11.54188378 3.44304962 12.73823173 3.29105832 7.59523734 9.60261982 9.60993997 8.01520874 3.95324661 9.47079267 7.68406199 13.20687010 8.33529789 15.28449426 8.87338013 11.23696581 5.11290443 12.32254457 NA 1.39867872 12.80406746 12.21073705 7.88448925 1.72058492 7.67245575 10.54554690 7.04971135 11.43449010 9.91337414 9.14181134 10.16560297 9.82544889 -1.60121185 10.12572961 7.56356696 8.70927271 11.47480759 7.32347275 8.71720276 11.97415439 9.07108528 12.16404976 -0.01639526 -0.01639526 10.28511874 10.61452968 8.70472156 10.19185686 -1.60121185 4.85809044 4.07108475 14.14839856 7.10601952 10.64895844 13.11617582 10.58105442 8.53051714 9.84574328 3.82492057 6.84987169 11.12828077 11.51305311 10.26129738 11.11410729 10.97372649 9.08778449 7.54586492 11.10321220 4.25664084 -1.60121185 1.72058492 8.03709609 -1.60121185 -0.60143072 9.46407621 13.24664716 10.66690959 9.99578142 8.90942421 3.35285738 10.48014352 7.66544678 9.76596017 13.61108043 8.76388890 9.24415021 6.10601952 4.79097529 11.20601495 9.09996658 11.70657234 11.45326436 11.93381390 8.97536164 11.52568709 9.08516065 11.64999449 10.51240221 10.87692407 -1.60121185 8.22838293 11.42431874 12.44185824 9.82938438 9.30329467 11.41581644 7.43208334 10.08077676 10.21083740 10.32347253 4.07108475 9.80113925 6.99779144 3.95324661 5.39866162 0.98360474 7.44578380 7.22202687 13.26646966 9.94748192 9.41407505 10.06088328 11.00390801 9.26748266 6.39865991 10.47997372 8.45258596 8.26902473 10.81070056 1.72058492 6.16684396 5.92222164 0.72062870 9.21883904 3.95324661 10.27594417 5.50718573 8.51240231 5.90327934 -1.60121185 NA 10.86473649 10.41233167 11.43431834 11.58074397 11.29404597 9.86677494 9.46609441 7.51946799 10.58043345 11.67274695 9.95084878 11.29461391 -1.60121185 0.72062870 NA 10.39513351 8.70472156 9.64955062 5.30555107 12.60307835 14.03466150 9.92955402 6.02027328 9.43483357 0.39867872 -0.60143072 NA NA 14.81555651 8.84677630 9.45394243 10.92271194 NA 8.22520840 9.25198508 11.63945137 6.88650015 9.85193062 9.70015618 9.17179929 8.81122985 8.73516674 10.96709121 11.76087785 10.45326436 11.07285230 7.62747844 9.38094066 5.90645532 9.72845643 5.34117454 8.27394848 10.05240081 0.00263570 0.00000000 -0.01147300 0.71867000 0.70711000 -0.01106000 -0.00636680 0.01070300 0.06809100 0.00610900 0.00610900 -0.00830050 0.00000000 0.00083195 -0.01498000 -0.01498000 -0.01271300 -0.01271300 -0.00470790 0.72074000 -0.00282760 -0.00981850 -0.00303500 -0.00303500 -0.00636680 -0.00180140 -0.00954260 -0.00221680 -0.00166290 0.01684500 0.06809100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.721 0.721 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.721 0.721 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 10.2843565 6.7205877 9.3535833 7.4099993 0.3986787 8.9319897 6.6607547 8.4824054 7.5983324 11.1822640 10.2172422 -1.6012119 6.5433180 9.4112845 5.4320842 7.9397567 12.1250911 6.1060195 1.9836047 7.0461189 3.0990932 -1.6012119 8.0370961 1.5685672 10.3672368 10.8048650 10.9648734 7.4887729 0.3986787 NA 0.7206287 9.5897193 8.3958396 9.0693163 NA 4.4647467 9.6995846 10.4596936 7.6418343 10.0812158 9.1154794 4.2813051 11.0476916 7.0956280 9.6406432 9.7273349 5.8416033 5.5585309 10.3036709 5.2934772 13.2909657 10.2040009 10.1514588 12.2482606 12.9664973 8.1248781 7.8395295 9.0280165 6.6794308 8.8945149 3.4430496 12.4731360 7.6886790 9.8043334 3.3986650 NA 9.9290663 9.8980077 12.8804595 9.8498712 12.1640498 10.1282808 8.8080510 6.0568718 10.3734331 10.5810544 16.1360724 11.1141073 11.9170673 13.9474519 11.0732937 -1.6012119 11.2506042 9.0577641 9.7600556 9.0999666 8.3205009 9.6430239 12.5771693 9.4293272 11.4170324 0.9836047 6.5835356 6.3470278 11.9131275 12.6422060 8.3514013 -1.6012119 -1.6012119 11.8483246 12.1130129 11.6074583 7.7250895 10.9793897 11.2148437 13.1620799 10.8048650 11.4879450 10.5983324 4.0133729 9.6495506 7.0816549 8.4808092 4.4861222 9.9985729 4.3055474 9.1502040 12.9482973 9.1518768 11.5282650 10.7069991 2.4861222 14.3066773 7.2275900 7.6250725 10.2698568 10.3014119 8.5822956 4.6465889 9.0842849 9.8364121 10.3393407 10.6975818 5.3873453 10.6803004 8.7429561 NA 12.6487364 10.4234534 10.0055279 1.5685672 11.6307811 10.1392841 1.7205849 10.4213746 8.8280666 9.0506086 9.1808393 8.9094242 8.8202725 0.7206287 9.7030114 4.3986582 11.4243187 11.0562018 11.3442868 13.2664697 10.7818243 11.1504133 10.8107006 10.3492160 8.1163367 5.4754740 9.2196368 9.1171930 1.5685672 6.7736997 1.9836047 10.2052097 12.3516779 10.0921470 2.7205849 8.2252084 8.0261942 11.2995269 TCGA-A3-3387 49 0 NA 617 kidney stage i t1a n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 5 2 8 2 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.046128e-06 4.855218e-07 9.45945945945946 20.2702702702703 21.6216216216216 27.027027027027 21.6216216216216 8.03724658 10.67802471 9.13069128 7.78383378 9.93156857 9.64467775 NA 9.10274132 9.44960017 -1.61927055 4.63726825 5.29968426 6.97327834 9.47159576 7.59514109 10.77555242 12.27895077 7.26346452 9.72178448 11.21686818 11.93984029 13.76438231 10.40872778 11.42042629 8.78596308 8.05959809 8.01744650 13.60048191 6.21371277 NA 9.03814011 9.76344577 10.08861230 9.84383518 3.77314184 2.28770869 8.74495658 9.38644626 11.57604018 9.81179692 6.84025298 9.09334889 10.16668294 10.75776110 7.54572903 11.12754604 6.80708697 10.28093382 10.46795304 8.91706889 8.65694607 3.55075294 12.55613741 10.19058992 10.36844109 7.66622400 -0.27438971 10.08853465 1.61809767 9.08904364 8.11044259 4.55074679 10.30822934 9.93108762 8.84638832 9.49034549 1.70274619 7.08818083 9.65170112 4.13570723 11.76182387 10.17076295 9.68631352 5.20100254 12.01571335 10.49684080 10.93253006 9.11553140 10.14320385 15.65587322 9.05147815 8.44556450 9.13654388 4.72067247 9.96202232 7.99184663 10.22435036 8.16709143 13.45772086 1.44084592 8.97576229 9.79709147 10.39030053 8.93156842 0.96576582 9.23100872 8.39344623 12.28074511 8.16218133 14.96211992 9.83922836 11.42368494 7.89257439 10.97000477 0.70274619 3.93541260 12.50720362 10.96836490 8.12060233 2.55075294 8.09334889 8.35666984 9.01653978 10.92892122 9.09334889 8.67888425 8.70500230 8.79444966 1.84024165 9.92675157 8.17361218 9.43610415 10.70134034 9.30266268 7.29371074 11.75401728 9.25426594 13.37539620 4.68459996 2.62875027 9.71453626 9.56601312 8.29520690 10.17767255 -0.03416032 4.60964269 3.42521758 13.87035619 9.55074679 10.40699939 11.28958966 10.01381703 9.20895833 9.23022679 4.59027265 6.43066998 11.16238642 11.17523765 10.47786631 11.64178245 10.71145860 8.62874918 8.26956527 10.78063376 7.44151751 3.51010111 5.64760808 8.05501394 1.70274619 -1.61927055 9.88116582 12.55909758 9.51845331 9.19139338 9.44219293 5.29968426 10.31045010 8.04260002 8.93346199 6.36381587 6.89652132 8.55199850 6.56569770 6.26956433 9.17361218 9.60542655 11.47934739 11.07016463 12.33319902 8.80817651 11.42896806 9.02197046 10.06819746 9.39662704 7.43610436 0.70274619 8.36524022 11.50445822 7.56306735 8.35770110 9.45161357 11.49749062 8.85959131 9.75965853 11.88352929 10.80865839 5.57064508 10.02962874 8.57243610 6.54572903 7.70049382 -0.61927055 8.76776204 8.09678366 12.40197529 10.25503471 8.75259841 10.67170461 9.92723396 9.23022679 5.44691125 10.63599203 9.05059257 7.40596174 10.40075992 2.77313129 3.99552974 8.23413148 3.80708697 9.35164666 4.54914547 10.71481570 5.74714299 10.30677295 6.68140288 -0.61927055 -0.61927055 10.62726547 10.00835565 11.60286196 11.10063836 10.81961366 7.74495624 9.23703711 5.99125652 10.87292531 11.35451916 9.87066972 11.87667682 -0.61927055 0.96576582 NA 9.91366465 9.44354263 9.52420495 6.74714433 13.52360694 13.27549747 11.02016248 7.64261133 9.81127434 -1.61927055 -0.03416032 1.70274619 NA 14.41079913 9.09420835 9.47753689 11.81022851 NA 8.75586133 9.20941852 11.14797168 7.09849851 10.52133209 9.56321611 9.04526903 8.41286746 9.12901455 11.52929838 10.28958966 9.25349675 11.03187348 7.66391029 10.06030184 7.91415129 10.84791785 5.51175265 8.22092289 10.24848669 0.02216400 -0.00041585 0.31594000 0.63591000 0.15771000 -0.00346270 -0.01340200 0.00416320 0.02604100 0.02216400 0.02216400 0.02216400 -0.00041585 -0.00041585 -0.51918000 -0.51918000 -0.53075000 -0.55076000 -0.00443120 0.00000000 0.01164500 -0.09788200 -0.00912860 -0.00912860 -0.01340200 -0.00069303 0.00513590 -1.01290000 0.17287000 -0.00713150 0.02862200 0.000 0.000 0.000 0.000 0.161 0.161 0.000 -0.508 0.166 0.164 0.164 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.161 0.000 -0.508 0.166 0.164 0.164 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 0.000 0.000 0.000 0.000 0.000 0.000 10.16054108 6.68003033 9.77903100 6.69424922 0.96576582 9.00378886 8.75368676 10.30646151 9.98907655 10.98924298 10.96202239 1.38084025 6.38644712 9.10703997 6.35810083 6.96202261 10.94996536 6.56569770 0.38084025 6.85249705 5.64760808 1.18814769 9.23413124 5.84025424 10.67831131 10.77555242 10.90626920 6.81544990 1.55075294 NA -0.03416032 9.88166370 8.37092580 9.27942324 -1.61927055 6.63820999 10.3645280 10.1613616 7.8826589 10.7755524 8.3906505 4.6476081 10.8686618 5.7731392 10.3211354 9.8371761 6.5755786 6.8524971 10.1382118 6.9807348 13.2851742 10.3623890 10.0976412 13.1519501 13.2182526 8.3328641 10.0269305 10.1002105 10.1881767 9.6811743 5.3466059 12.9942084 9.2839505 8.4984647 5.4031893 -0.6192706 10.2313993 10.0434901 12.8766768 9.7323131 13.3753962 9.4768780 8.2816885 10.7465975 10.4435425 10.0138170 15.0959928 11.6417824 12.2171681 13.9830277 11.3631024 1.3808403 10.3843397 9.3371980 10.8616120 9.6054266 8.0777894 9.9839844 12.6747245 11.2321805 11.6214581 5.9430633 6.3751750 4.5902727 11.3422715 12.6831751 7.3247431 NA -1.6192706 11.5823331 12.8005845 11.4423094 7.7206718 10.9021769 11.068635 12.936849 10.775552 11.216868 10.408728 6.545729 12.189082 7.465630 8.995532 5.540694 10.461639 7.545729 8.221600 12.800821 8.615639 11.756269 10.328093 2.468297 13.231936 8.926114 7.329189 8.959704 9.767762 9.880668 5.039033 9.045269 9.881664 7.397630 11.280745 6.525480 12.013476 11.315618 NA 11.349669 10.457303 10.059862 1.702746 11.218647 9.904874 3.135715 9.897999 8.414245 9.527390 7.543213 9.442193 9.529959 6.510104 8.352365 4.773142 11.504458 10.456635 11.644531 12.401975 10.370571 10.890349 10.400760 10.941632 7.411489 6.815450 9.607234 9.816492 1.965766 2.081271 NA 10.796828 10.938185 9.424533 3.238802 8.755861 7.919981 10.156432 TCGA-A3-A6NI 47 0 NA 1018 kidney stage i t1a nx mx male 2011 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 NA NA 3 8 2 3 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.8333740 10.5204063 9.1842292 6.9304724 9.6309125 8.2334970 9.4874208 7.0566009 9.1616796 NA 2.4622094 5.7963797 6.0531548 9.5246538 7.8288010 10.5557709 11.9168029 6.1806452 10.6579099 10.6916699 12.1981459 15.4106555 10.4942952 10.9049043 8.5450085 6.8242141 6.3750829 12.4859694 7.3043805 -0.4703290 8.0899260 10.0716578 10.3557445 10.1675766 2.6170633 1.3369689 8.5040078 9.5161464 10.7872757 8.7632130 5.9558591 8.9474458 9.7451262 11.1772766 6.4953770 10.8697215 7.7169456 10.4826985 10.4228948 8.0918357 8.1220504 3.8149913 11.8035345 10.6057408 10.3183116 7.2977774 1.5295711 10.1171364 2.2553194 9.1353227 8.0254486 1.3369689 10.2990179 9.8293738 8.4573714 9.8326548 3.8149913 6.7487618 10.0507029 2.5295961 11.6752071 10.8588290 7.0994488 4.9046334 10.4476738 12.0253234 10.3902924 9.4830622 9.6282833 16.7622016 9.5623277 8.1424619 10.1779509 4.2844771 9.1860181 7.2472696 11.1828862 6.9261975 13.4842894 2.2791147 8.9607984 8.8694433 10.6863084 8.9694242 3.6995183 9.9448069 8.0956476 11.3591178 7.3750838 15.0010566 8.3174958 10.7422720 7.1145555 11.7875704 -1.4703290 5.6691459 13.3270015 12.3784118 8.8379322 1.8515192 8.5491840 9.5574993 8.4662311 11.1543887 8.4588516 8.7584121 8.6170560 8.7893367 0.1145003 9.8436100 8.3449767 9.7858019 10.7653084 9.5457051 7.8893427 11.9710280 9.8356549 12.5414320 1.8515192 3.1734473 9.9453351 8.8971173 9.5457051 9.9111362 0.8515192 5.5848753 1.6995072 14.2601165 10.9943942 10.4636527 12.9209040 8.6407290 9.3687972 9.8322323 4.1145586 7.6793407 9.3377530 10.6732954 10.7878649 11.1486050 10.0043132 8.5211151 8.2861497 11.0961231 4.3875762 2.5295961 4.5519589 8.6755256 2.8515192 -0.4703290 9.0022842 12.7998156 9.2735861 10.8777682 8.9240559 2.3369403 10.0219473 8.0032992 9.1973877 8.7787067 6.5408208 9.0531553 6.7144681 5.4484550 9.8605102 8.2455551 11.2042269 12.1651980 12.3432743 9.2556752 11.9622657 8.9610908 10.4014985 8.8537740 8.8904403 -0.4703290 8.4544058 10.4061103 8.2366074 9.3839863 10.1070222 11.1122058 8.9663047 9.5429160 11.6681851 11.1084377 3.6995183 9.4477112 8.9942819 5.2977784 8.4394864 -1.4703290 7.9579535 6.7439121 13.1362298 10.3493732 8.8184595 10.5913020 10.7928625 8.7893367 6.3043796 11.2530878 9.2090734 8.3782164 9.9320724 1.9890300 5.0841834 7.1734493 3.4364817 7.9537594 4.3369474 10.4651267 5.0841834 9.7384374 6.1186816 -1.4703290 NA 11.6241659 10.5306496 11.5801222 11.3447764 11.7832931 8.4409854 9.3465769 6.4976842 11.3926180 10.7110561 9.7237345 11.7902188 0.1145003 0.1145003 -1.4703290 10.0274451 9.2794627 9.3060264 5.9304724 13.3627305 13.4643899 10.8563037 6.5714174 9.9479678 -0.4703290 1.1145669 1.1145669 -0.4703290 13.9776451 7.5239469 9.2256914 10.6114096 NA 8.3687972 9.3397955 10.4754029 7.2777858 11.4413598 9.9159947 9.2944650 9.1387720 9.0599995 11.3405665 11.0875356 9.3215701 11.0460320 7.7535952 9.7738917 6.7679977 10.4492015 5.0121172 8.2489138 10.5004182 -0.0141040 0.0000000 0.0112470 0.5931200 -0.0227370 -0.0150650 -0.0393500 0.0865080 -0.0103840 0.1135800 -0.0096938 0.0291710 0.0130600 0.1641300 -0.6197800 -0.5972200 -0.6317100 0.0112470 0.0622090 0.0041498 0.1262200 0.0291710 0.0079041 0.0079041 0.0045480 0.0044277 0.0171110 -0.5609800 -0.0121760 -0.0022302 -0.0103840 0.000 0.000 0.000 0.000 0.544 0.544 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.597 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.544 0.544 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.597 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7243501 6.7822592 9.4477112 7.3154711 NA 9.6736142 9.1145557 9.6965221 9.4454726 11.5041495 10.0750405 1.6995072 6.0134087 9.9616132 3.7390488 7.2977774 10.2613365 6.7144681 0.8515192 7.0956470 5.0841834 0.1145003 8.5168575 7.5739872 11.1970952 10.5557709 11.1175770 7.0452933 2.3369403 NA 1.5295711 10.3549496 7.3813422 9.3369481 -0.4703290 6.2977784 9.7928625 10.0344123 8.6420329 10.2412603 8.2961224 6.9432216 10.5257136 4.5739864 10.0875356 9.4281947 7.2300329 8.1716452 9.4394864 6.5408208 12.9815127 10.7045190 9.4409852 13.2207915 12.3845590 6.6381173 8.8126818 9.6825118 8.6407290 9.5408206 4.3109508 13.0720811 8.7560055 10.1761520 3.9558614 NA 9.7905129 7.6537143 12.9800313 9.5373213 12.5414320 9.3264441 7.5154349 12.2617607 11.2609123 8.6407290 15.6126259 11.1486050 11.5819915 13.6573459 11.0017764 0.5295711 11.4866953 10.6276253 10.6137373 8.2455551 7.8242141 10.2468413 12.2354416 9.5862311 11.1548410 5.3369474 6.8242141 7.5739872 10.8849444 12.3489741 7.5068732 NA NA 10.5228855 12.5635324 10.9571366 7.3656436 10.6417070 11.6646612 12.3597123 10.5557709 10.6916699 10.4942952 6.0841812 12.0610966 6.0764885 9.3142282 5.7584125 9.5068732 6.4953770 4.6588741 12.2246932 8.9787419 11.4921278 9.5359194 4.0214442 14.2290573 6.9530452 6.6793407 8.4834115 10.2230803 9.4160520 7.2911449 9.3672212 9.4917663 7.5348250 11.3043804 6.1734493 11.1935961 10.4910430 2.1145669 11.4168139 11.2963292 9.8537738 0.5295711 11.2156560 9.4289501 1.1145669 10.0378832 5.0373866 8.5125868 8.9663047 8.9240559 9.7625958 1.8515192 8.8126818 5.0531548 10.4061103 10.3146371 10.5267728 13.1362298 10.5509203 10.4061103 9.9320724 11.2996377 7.5352178 6.4779606 10.3786073 9.9931177 -0.4703290 -0.4703290 NA 10.6240009 11.9507009 8.1424619 2.3369403 8.3687972 8.1644042 9.6569429 TCGA-A3-A6NJ 57 0 NA 468 kidney stage i t1a nx mx female 2012 NA no 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 NA NA 3 7 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8734060 10.0843225 9.5028123 8.8622846 9.9253898 8.4681829 7.6444332 9.2879016 8.8510766 NA 2.3085939 5.0362000 8.0118042 10.3894555 7.5734669 10.6999761 11.8306170 7.1624648 10.7460835 11.0002926 11.7707455 13.1573568 10.2475553 11.1329484 8.9242018 5.9955184 7.0405933 12.6018837 6.7447383 0.2636354 7.7148225 9.1553953 10.3188940 9.9212277 3.6328498 1.4859935 8.0731117 9.4964322 11.2315583 9.5689134 4.8079319 6.5490145 10.0715031 10.2598496 6.3080059 11.4602137 3.5855395 10.2153820 11.0487916 7.9050614 8.5257064 4.0709646 11.4571370 10.5551660 10.6218965 7.7897847 0.2636354 10.9346218 2.5074902 8.7132831 8.1195180 -0.3213872 10.0596512 9.8978176 8.2579648 9.1475888 0.6786128 7.5795158 9.7209925 2.6786579 10.9654956 10.4767158 10.7861932 3.8485779 11.2382508 12.4057187 10.7305377 8.8194788 9.7647854 16.3036587 9.7773392 7.8283961 9.6167583 5.1543807 9.2341969 6.9594201 9.4819729 3.5366249 11.9920991 1.0005770 8.1441137 10.1695000 11.9020475 8.6138141 3.6328498 9.9460211 7.1745043 11.7873369 7.3475337 16.6329791 8.6644910 10.3402090 6.5366296 11.4793468 NA 3.0709732 13.8818059 12.4016700 8.2158674 4.2022140 9.4158964 9.6673339 6.3368600 11.5783836 9.3946110 8.9050614 9.3116443 8.6123396 NA 10.1001881 8.6870778 9.7527906 10.1894133 8.6182284 7.7501114 11.6647080 9.7161961 12.2193826 -0.3213872 -0.3213872 9.8492001 9.2649917 8.7607981 10.0954466 NA 3.7230452 2.0005770 13.5446240 9.1913897 10.4988281 12.6392846 9.1913897 8.8372589 9.7366409 3.7230452 7.2933585 10.5570832 10.6207971 10.0011406 11.8149241 10.3020734 8.5288358 9.0645116 10.9191423 6.0449711 1.8485578 3.1380772 8.1844608 1.0005770 NA 9.0996618 12.5409959 8.3598875 10.4443495 9.1982854 1.4921608 10.6196967 7.8258543 9.6250365 11.6786491 7.1705020 8.7567998 6.0362022 5.9453408 9.9790017 8.7051724 10.8149994 11.1098855 13.1977324 8.8158709 11.7447383 8.2100303 10.2997852 9.1624648 11.1581768 2.5855395 8.1604483 10.7497763 5.4889648 8.4514584 10.3860083 11.5247271 9.1122346 10.1649813 11.4738770 11.2375481 5.0005770 9.6437119 8.7163743 5.4730660 7.0752534 NA 8.0752540 7.2636119 12.7666919 10.4222213 9.1091017 10.2748389 10.3193460 9.4517883 7.4924301 10.7782303 9.3152737 7.3546064 10.0715031 1.2636354 3.7230452 8.0050788 2.3790941 7.9407441 3.7661075 10.5020164 4.7661128 8.9968076 6.0349684 NA NA 11.1804863 10.3851451 11.0843224 10.8441842 11.2713397 8.4665517 8.9437485 6.7974346 11.1906487 11.0471555 9.8207561 12.0070435 -1.3212069 0.6786128 -0.3213872 10.0869789 9.0460637 9.1614572 7.1624648 14.0575874 14.8358973 10.2480300 8.0268681 9.6828696 NA 0.6786128 -0.3213872 1.4859935 14.0231184 7.7366407 9.0394962 11.3583491 NA 8.4184299 9.1453781 10.6863772 6.3297013 10.1543826 9.8416697 9.4908264 8.7962921 9.1277978 11.6136299 10.6807609 9.8923610 10.9915320 7.9289476 9.0891003 7.7897847 9.7674373 4.7631406 7.9623396 10.0811283 -2.4938e-03 4.8579e-03 2.8957e-03 3.7166e-01 1.5255e-03 -3.7395e-03 -1.6629e-03 -2.9091e-03 8.0567e-03 3.2941e-03 -1.3862e-04 3.8854e-03 4.8579e-03 -1.4916e-02 -3.7535e-01 -3.7535e-01 -3.8235e-01 -3.8235e-01 6.9327e-04 -5.9522e-03 3.4643e-05 -3.7395e-03 -5.5444e-04 -5.5444e-04 -2.4030e-03 1.3863e-04 5.5459e-04 3.3140e-04 3.0522e-03 5.5529e-03 8.0567e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2984105 6.9122690 10.0056403 6.9088621 -0.3213872 9.2399371 4.5855395 9.6645621 9.2692361 11.5709642 10.1730047 2.0005770 6.5490145 9.7175681 5.6821378 6.8978176 11.0045167 6.0362022 1.0005770 5.9915332 4.7447370 0.2636354 8.9835708 2.7661075 10.5419759 10.6999761 10.8572424 8.2560780 0.6786128 NA 0.6786128 10.1908957 7.4335362 9.1963186 NA 7.9194402 9.5497843 10.2785619 8.6167583 9.9744180 7.9960616 6.0965022 10.5083718 4.3225051 9.8008300 9.4031629 6.0536892 8.0901601 9.8416697 7.2408915 13.1866295 10.3563688 9.7514517 14.2523259 12.6233612 7.3080059 9.0837904 9.2255437 8.4908264 9.5885423 6.7447383 13.1622130 7.8929684 10.3256577 4.3225051 -0.3213872 9.6130771 8.1705020 13.6734887 9.5907899 12.2193826 9.3216032 8.1864436 10.5881672 11.9032538 9.1913897 15.6216217 11.8149241 11.1551422 13.4207480 10.7793114 0.6786128 11.6982398 10.5877921 10.0848541 8.7051724 7.8978176 10.1695000 12.6459654 11.1896605 11.0411382 1.6786579 5.8182012 6.2560785 10.9703954 12.5930342 5.3790872 NA -1.3212069 11.5262937 12.7476792 11.2896462 7.6444332 10.8213944 11.6761814 12.5165726 10.6999761 11.0002926 10.2475553 8.3404274 10.5821544 5.4730660 8.7148228 6.6444332 10.0531453 6.3080059 6.4401998 12.6332644 8.9466063 11.3890250 10.4230625 3.3225051 14.1101467 5.9744651 6.1215936 9.2956115 9.8560686 10.0317959 7.9960616 9.5162770 10.4460060 8.4495110 10.9821445 6.9218231 12.0658587 10.3466476 NA 11.4144166 10.6082774 10.7868468 NA 11.1001880 9.8721745 3.7661075 10.1153606 8.4285185 8.7740461 8.2002493 9.1982854 9.7923327 5.3651501 8.9617373 5.6786494 10.7497763 10.4125118 10.9035552 12.7666919 10.4120882 10.9366262 10.0715031 11.0663972 7.6064274 6.0362022 10.2938189 9.5374071 0.2636354 6.8978176 -1.3212069 11.1725045 12.3689134 9.5960212 3.8485779 8.4184299 8.5083720 10.3243075 TCGA-A3-A6NL 49 0 NA 689 kidney stage i t1b nx mx female 2012 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 NA NA 3 7 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8658656 10.4222876 9.3153348 7.9083422 10.1273423 8.3861751 3.7522990 6.3288670 8.9764710 -1.1056285 1.7973451 5.4021150 7.6016809 10.8098278 8.2386178 11.0807457 11.9494349 7.3205867 8.0261787 11.0545085 12.0186048 13.7861436 10.4493903 11.3758691 8.9069465 8.7382429 7.0841461 11.3279074 6.5236780 NA 9.6322622 9.4517856 10.4726946 10.0529317 4.0642448 1.7016821 8.0988932 9.5191175 11.2994634 9.9791303 5.5236780 5.1611097 9.9930120 10.4363864 7.4217989 11.1174186 4.9387139 10.4455495 10.4392863 8.2518739 8.3100638 2.7016821 11.6760914 10.7216646 10.3195378 8.0338734 1.2162376 10.5724466 0.8942939 8.5573998 7.9468899 -1.1056285 9.7585081 10.2072048 8.8383020 9.1143012 0.4793341 7.1183234 9.3047732 1.7016821 11.5363736 10.5359221 11.4139582 5.6222422 10.7016406 13.5293598 10.6842631 8.7554087 10.0748527 15.9700309 9.3659971 8.6625064 9.7491903 5.4942332 9.6871121 7.3121741 11.4085428 7.3981477 12.2373688 1.7681208 8.7054237 9.9738067 12.1695735 8.7445086 1.2162376 9.9359811 8.4622781 11.2994634 7.1564168 15.0272538 11.4909776 10.1737468 8.3901771 10.7433360 NA 3.1422500 12.4547742 12.1232909 8.5363735 2.8012208 6.9277448 10.3846714 6.4717500 11.6807958 9.6781386 9.4689154 9.0853811 9.1351134 NA 9.5399804 9.2072050 9.3578462 10.2083386 9.3791448 7.6658113 11.4326224 9.9617563 11.8466992 2.8012208 0.8942939 10.1261432 8.7350997 8.9166898 10.1528879 NA 6.6357892 1.4792823 13.6663787 7.9304955 10.9969538 12.3200623 9.1386857 8.7413793 9.6666364 3.2866446 6.9496038 10.9516368 10.8357364 9.6264893 11.2790113 10.8038400 8.5090319 7.9550181 10.7800183 5.4641781 2.0642621 3.9387186 8.6625064 2.2162376 -1.1056285 9.5921582 13.0162601 9.0054575 10.5873732 9.7716060 2.5947635 10.3475926 7.7113056 9.8784555 10.8780281 7.4217989 9.3911757 7.3163865 6.6016817 9.1774103 8.8294871 10.8812305 11.2466413 13.2397965 8.9387160 11.6098550 9.1575912 10.2617367 9.3881773 9.2026609 -0.1056285 8.7754358 10.8109478 9.1480512 7.5098043 10.4993384 11.4856105 9.0866147 10.1499407 10.9651137 11.0245707 6.5381781 9.4169035 8.2463435 5.0841451 8.1517097 NA 9.2844908 7.3372651 12.8745508 9.7000658 8.1517097 10.9076446 9.8978399 9.3132286 7.5738017 10.7232398 8.9291208 7.4100213 10.3871765 3.2866446 4.1422500 8.3720802 2.3537467 7.1231406 4.6756805 10.2866393 6.6691090 11.0770266 6.2906695 NA -0.1056285 11.0720529 10.6243674 11.3357100 10.9424682 11.8246897 8.4923744 9.1900908 6.3491565 12.6757841 11.2052187 9.6542101 11.5108708 -0.1056285 1.2162376 NA 9.9462106 8.9644428 9.6814083 5.5667482 13.6209126 13.9546379 11.2170951 7.0001262 10.3047733 -1.1056285 0.8942939 NA -0.1056285 14.6609544 8.4178837 9.7898971 11.6791612 NA 8.9441706 9.0615518 10.4877130 7.5878090 10.6992596 9.5300401 9.2855654 8.9346117 9.0579717 11.1228400 10.4305691 10.0427985 10.8783843 7.8658656 9.6233222 8.3268640 11.1401717 5.2928075 7.9854930 10.0779573 -0.00436480 0.00069327 0.00346870 0.50773000 -0.01724300 -0.00857660 -0.00484610 0.00986690 0.01656500 0.01000600 0.01000600 0.01126100 0.00069327 -0.01712100 -0.52849000 -0.52849000 -0.52849000 -0.52849000 -0.01271300 0.49301000 -0.00486960 -0.01931400 0.01279500 0.00337200 0.00000000 -0.00124730 -0.00912860 -0.00097017 0.00638710 0.00694350 0.01656500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.493 0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.493 0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1958182 7.1935303 10.7600552 7.1703537 0.4793341 9.5738021 7.1327269 10.8754146 9.9910371 11.1352325 9.9671245 1.7016821 6.3781370 9.4119914 4.1422500 9.0829106 10.4460302 7.3163865 0.8942939 6.8250593 4.8716022 -1.1056285 8.7507475 7.7708390 10.8740008 11.0807457 10.8024293 7.9657843 1.7016821 NA 1.7016821 10.0357905 7.6425146 8.8629888 -0.1056285 7.2341717 10.474109 10.397651 8.227477 10.232501 8.693604 6.916689 10.716893 4.960410 10.043434 9.268275 6.649209 8.269361 9.738243 7.445069 13.079585 10.270447 10.059229 13.556823 13.070651 7.247469 9.536374 9.561433 7.960411 9.461327 5.635789 13.131607 10.020381 9.327907 6.516375 3.353747 9.825059 8.858663 13.251668 9.894322 11.846699 9.425703 7.688738 11.501883 11.470806 9.138686 16.157188 11.279011 11.584102 13.542623 10.983110 1.216238 11.115003 10.420821 10.198673 8.829487 7.905549 9.941446 12.690260 10.618409 11.205207 3.594764 6.161108 7.260644 10.593894 12.691375 6.752303 NA NA 10.119529 12.554095 11.583861 7.618835 10.526863 11.5945449 12.9058113 11.0807457 11.0545085 10.4493903 7.0080644 9.9270564 6.3205876 9.1315319 6.2952014 10.5081114 7.4217989 7.8131854 13.5097412 8.7951887 11.5051161 10.4416985 1.8943327 13.5533144 6.5355787 6.5236780 8.7847686 9.6927937 10.7561843 3.8012104 9.4315402 9.8907953 8.4100218 11.2906591 6.9923538 10.5145418 11.4870126 1.8943327 11.7978272 10.8019637 10.3408883 0.4793341 11.3320740 9.9249891 3.0642448 9.9496044 4.6222451 8.6154211 8.0132629 9.7716060 9.8067397 4.9604098 8.9711374 4.2162531 10.8109478 10.5551112 10.5838832 12.8745508 10.2128648 10.6596081 10.3871765 11.1422494 7.9897192 5.9496050 10.0281064 10.0402541 2.5947635 4.7047669 NA 10.3547779 11.6982633 9.7639158 4.7523044 8.9441706 8.1634484 10.2341720 TCGA-A3-A6NN 78 0 NA 3 kidney stage i t1a nx mx male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 NA NA 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0337517 10.7072719 8.5878248 6.6372132 10.2101026 8.1344813 5.6916598 9.3956391 9.4882892 -0.3851488 2.3514587 5.7233702 6.9002473 10.4867504 8.0135890 11.1322684 11.6392922 8.3912780 10.4512900 11.2219419 11.9752807 14.4510422 10.5366861 11.3962048 9.3178836 6.8722328 7.5514829 11.4430589 5.5455823 -1.3853373 8.8299532 9.9157696 10.1540039 10.1226397 3.5690414 2.1998137 8.3013457 9.6316534 10.8863082 9.9745947 5.7847709 8.9311266 10.1789946 10.4274236 7.5573595 10.5426230 5.1998058 9.8903877 10.5385440 8.0598598 7.6646933 3.5217418 11.8954709 10.2198615 10.5806294 8.0050142 -1.3853373 10.7812059 0.1997509 8.2127857 8.4445677 -0.3851488 10.0747889 9.9025575 8.7972394 9.1010063 0.6148512 7.2623035 8.7389664 5.4852111 11.8112936 10.3376527 9.7415496 5.9811677 12.0601510 10.3520924 10.0316426 8.4086274 10.3888085 15.6891434 9.5224870 8.3630379 10.5179737 5.0071641 9.7161642 7.6482684 11.2919040 7.5777407 12.9042156 3.7755247 8.1932178 10.1588436 11.6973269 8.9855326 2.6148512 9.8388469 8.5748470 11.7302139 7.8556366 15.2665800 10.3017832 9.7789349 8.5602889 11.1976927 NA 5.0411115 11.9706091 11.4002975 8.4759320 3.7023029 8.3680620 10.3320931 6.9591407 11.0606360 9.1723087 8.8592089 9.1723087 9.2801810 -1.3853373 9.5914092 8.5646720 9.4157449 10.6306086 8.6316533 8.3780577 11.3739115 9.5949848 11.9703339 -0.3851488 1.9367793 10.3385061 8.4352156 8.6849660 10.4011147 NA 6.4286265 2.3152764 13.6923285 4.5217355 10.9083167 10.9438005 9.2368970 8.6996537 9.4759320 2.7847762 7.0114498 11.3357306 10.6455123 9.7272845 11.2506743 11.1270917 8.4805782 8.1403661 10.8086784 5.8145171 3.0742828 5.3962040 8.4011146 1.4221792 -0.3851488 8.9412745 12.6725830 9.3230669 10.8689880 9.3453152 4.4221994 10.5536896 7.9767886 10.0803553 10.4354230 7.9367734 9.9088914 6.1384070 6.2147582 10.3663892 8.6372128 11.5697684 10.9800739 13.1955159 8.8030878 11.4850171 9.2414667 10.2757324 9.6392922 9.1932178 2.0742657 9.5262371 10.6735133 10.5328474 8.9908292 10.4064150 11.2300149 9.2487485 9.9507937 11.3299491 10.9217612 3.3697317 9.2359812 8.2961715 6.5806294 7.3863342 NA 9.5051093 7.5719475 12.8787011 10.1006744 8.2423791 10.8909695 10.4603352 9.6633320 6.8580195 10.6953995 8.9311266 7.5719475 10.3867472 2.8627688 4.9002486 9.1559417 3.1384049 4.3152836 4.5455854 10.6606048 4.9723986 9.7872726 6.8374463 -0.3851488 0.1997509 11.0753010 10.5799079 11.3709844 11.0063572 11.4905944 7.7721918 9.5148892 6.4647189 11.4950025 11.3619891 10.0178571 11.7591847 -0.3851488 0.1997509 NA 10.0966445 8.3427654 9.6183629 6.6035299 12.7758195 14.2308770 10.7145217 7.1934061 10.3558906 -1.3853373 1.1998137 NA NA 14.5670403 8.1540039 9.6183629 10.9356457 NA 8.3863346 9.2601162 10.7092527 5.9277282 11.9104706 9.5617513 9.5455825 8.4366191 9.1186709 11.2801810 10.1246201 10.0252964 11.0342787 7.8412574 10.0629201 8.8568282 11.4266211 5.7463934 7.7950526 9.6274697 0.0057529 0.0000000 -0.5953900 0.6138900 0.0114000 -0.6053500 -0.0338140 -0.0215100 -0.0691980 -0.0023553 0.0011093 0.0057529 -0.0008316 0.0000000 -0.5874500 -0.5904900 -0.5904900 -0.5904900 0.0146090 0.6220600 0.0054139 -0.6053500 -0.0022168 -0.0022168 -0.3203100 0.0019418 0.0012481 -0.0088652 -0.1549000 -0.0339500 -0.0691980 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 -0.585 0.000 0.000 0.614 0.614 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 -0.585 0.000 0.000 0.614 0.614 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 0.000 0.000 10.8487643 7.3830294 10.0114499 7.2239872 NA 9.0976529 8.5820712 9.8919872 9.7220623 11.2839915 9.7505544 1.7847552 6.2221747 9.4302284 6.4155508 7.2623035 9.9203369 6.1384070 0.1997509 7.5217355 5.1384090 0.6148512 9.2221754 8.2258697 11.3329776 11.1322684 10.9226578 7.1462265 1.6148512 NA 1.1998137 10.1206566 8.1442759 8.9778846 -0.3851488 7.0824503 10.560289 10.407229 8.297840 10.295644 9.140366 5.154004 11.002862 4.784771 9.989341 9.421395 6.597838 7.527734 10.099164 7.352938 13.021914 9.585670 10.023706 13.177028 12.330700 7.280181 9.172309 9.328232 8.265897 9.751836 6.322204 13.293005 9.637906 10.303532 6.569041 1.199814 9.833408 8.530724 12.620119 9.399480 11.970334 9.070172 8.332521 11.038224 10.104693 9.236897 14.518609 11.250674 12.081941 13.594002 11.379717 1.614851 10.483282 9.067086 10.325221 8.637213 8.240554 9.966889 12.532310 10.875177 11.024758 4.900249 5.794754 7.352938 10.804978 12.709335 6.222175 NA NA 9.988254 12.555159 11.808354 7.867510 11.002862 11.706611 13.056298 11.132268 11.221942 10.536686 7.834013 10.675879 6.551484 8.732488 6.648268 9.944641 7.557360 6.789771 12.989997 8.110700 11.667753 10.516466 2.784776 13.936174 6.061184 5.936772 9.826879 9.874000 10.267242 7.548536 9.808986 10.178518 8.768397 11.047387 7.150121 11.676554 10.646891 1.422179 11.842010 10.807754 10.307025 2.702303 11.769821 10.118671 2.521729 9.880460 9.696329 9.195104 9.741550 9.345315 9.560135 2.074266 8.998550 5.592125 10.673513 10.495959 11.081686 12.878701 10.196516 10.843063 10.386747 10.793510 8.030587 7.106698 10.245112 10.000168 NA 1.199814 2.422206 10.523988 11.431831 9.995847 6.435023 8.386335 7.952467 10.541141 TCGA-A3-A8CQ 59 0 NA 3 kidney stage i t1a nx mx female 2011 NA NA 90 kidney clear cell renal carcinoma 9 NA black or african american not hispanic or latino NA NA 3 3 NA NA 3 7 2 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0407519 10.5945826 9.1806822 6.8455603 10.4537007 7.8531866 0.2858165 5.3129592 9.2007478 -0.2990277 1.5608617 5.7669900 6.5463914 10.7497293 8.5018018 11.1195451 11.8340441 7.4723911 9.5226759 11.1659581 12.1566144 13.9413694 10.4769237 11.0617490 8.3100806 6.5018022 7.4490950 9.7757123 6.3302590 -1.2990277 10.0770002 10.1567428 10.2745491 9.9805125 3.0932221 -1.2990277 7.7009016 9.5138813 10.4802109 8.6137913 5.7232691 1.0228294 10.0379662 10.3325337 7.2047276 10.3987382 0.7008836 10.3302586 10.5444304 7.8378928 8.2185715 2.5082512 10.9989645 10.3293474 10.9641711 7.6609037 0.2858165 10.5742845 0.2858165 8.6269903 8.0562529 NA 10.1474684 9.9547494 8.7521110 9.1963973 -0.2990277 6.3519534 8.6738818 3.9103585 11.1321383 10.6763916 10.9167382 6.9535679 11.5235863 13.0391508 10.6828259 8.1987539 10.1541725 15.6530744 9.4313720 8.3891520 8.7037171 5.2707569 9.5850724 7.5114736 11.5422697 7.3838961 12.3536349 2.7435365 8.1495551 10.4624531 12.1494054 8.5557702 3.7452911 9.9897680 8.3591135 12.1840879 7.0540486 14.5322794 9.7595702 10.0361247 6.7615978 11.3422763 NA 3.0932221 11.7130026 12.1512110 8.6478081 3.4557941 8.5758833 10.1297854 7.1521134 11.7399923 9.8055006 9.2156160 9.1806822 9.5408929 NA 10.2288675 8.8569851 9.6738816 9.8870162 8.9793515 8.0295766 11.3576507 9.9291193 12.6991397 -0.2990277 -0.2990277 9.7770495 9.5881224 8.7843813 10.1982548 NA 6.3662383 1.7008836 13.2894409 9.6838955 10.6785396 13.1699713 9.3830186 8.6448819 9.4822616 3.7009057 6.8708270 9.2688580 10.8211398 9.7128279 11.6838706 10.5250651 9.2106769 7.2244638 10.4330693 4.3156097 2.4013301 6.4013420 8.1145300 -1.2990277 0.2858165 9.7683362 11.8266382 8.2477965 10.4997786 9.6279391 1.7008836 11.1687622 8.1562292 9.6672343 12.8274451 7.9676885 9.7405065 5.3733280 6.0846064 10.0529454 8.9416932 11.2783307 11.4688794 14.0871686 8.7880465 11.2198009 8.6448819 10.1877369 9.5873607 11.0063937 NA 8.7857104 10.9659309 11.2674317 9.0711317 10.1039139 11.6503639 7.6952554 10.6404811 10.9330230 11.0063937 7.0975065 10.0126502 8.7077608 5.4822610 6.9488298 NA 8.6167811 7.5114736 12.6979049 9.5728071 8.6810416 10.8149696 10.9045558 9.5896452 9.1735927 10.8766386 8.8820542 8.2205379 10.4330693 4.0932221 4.3447575 8.5942033 1.0228294 7.3908998 4.3733280 10.5432523 7.2400605 9.9296125 5.4075703 NA NA 11.0972391 10.4666023 11.4482557 11.1140009 12.0752622 9.0205741 9.4339935 6.4775316 12.1804296 11.1662132 9.7575397 10.8860870 NA 1.2858756 -1.2990277 10.0250825 8.7857104 9.2037336 6.6316398 13.4550587 14.6579813 11.2629058 7.2892793 9.7763810 -0.2990277 1.0228294 NA -1.2990277 13.6879438 8.4220013 9.4423688 11.7382773 -1.2990277 8.4920647 8.8891197 11.3653492 6.5082575 10.1992525 9.5322092 9.6017687 8.7411916 9.0284545 11.2683827 10.9624092 10.1134717 10.4309474 7.6434161 9.8301850 8.6092944 10.6246008 5.0357559 7.9731118 10.1198086 -0.00249380 0.45990000 0.01670500 0.00333350 0.51741000 -0.00027724 -0.00027724 -0.00553750 0.01391100 -0.00335890 -0.00335890 -0.00249380 0.44946000 0.45990000 -0.55497000 -0.55497000 -0.55497000 -0.55497000 0.01502800 0.00917050 -0.56117000 -0.00482980 0.00722170 0.00722170 -0.00027724 -0.00512270 0.00541390 0.00000000 -0.00926660 -0.00443120 0.01391100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 10.5708813 6.7452965 10.5322091 6.8521724 -0.2990277 9.2650515 5.9103561 10.7411334 7.6404814 11.0936513 10.0501832 1.0228294 6.1271669 9.5330007 5.6593966 9.1323995 11.2919567 5.3733280 1.0228294 7.3447584 4.7883673 -1.2990277 8.8557200 6.8557194 10.7801333 11.1195451 10.3353273 7.4322212 2.4013301 NA 1.0228294 9.8525528 8.0932195 9.0440875 -0.2990277 6.1271669 9.8204916 10.3040646 8.1313544 10.2293560 8.9594679 5.5210822 11.0614747 4.6316398 9.9729485 9.5704958 6.6724451 6.9582894 9.7683362 7.0975065 13.2263004 9.8340442 10.2769138 13.8643550 12.5512841 7.4591250 8.7923374 9.9387094 6.6952547 9.3537469 4.2858608 13.4755860 8.3626798 9.5098660 5.3302572 3.2244571 10.1546870 8.5226761 13.3354861 9.7452960 12.6991397 9.4632840 8.0092408 9.3447582 10.9532716 9.3830186 15.5443446 11.6838706 11.5546013 12.4569369 10.9547494 0.2858165 11.3808218 10.5190846 10.0617489 8.9416932 8.5557702 10.1997511 12.7405064 9.7294987 11.2882059 3.8708283 6.4356119 7.2244638 11.0368505 13.0842012 7.4723911 NA -1.2990277 11.4226419 12.3114654 11.5347783 7.5743460 11.0043973 11.6347769 12.8914211 11.1195451 11.1659581 10.4769237 6.0228294 9.8531868 6.3662383 8.6478081 7.1521134 10.1987537 7.2047276 3.9863017 13.3088436 8.6824694 11.4217874 10.4666023 0.2858165 13.3008728 6.4072253 5.4822610 8.2153199 9.8632932 10.2468317 8.5820159 9.8601425 10.3781811 9.0035410 10.9544540 5.3302572 10.6846081 11.5310209 2.0228294 12.2135189 10.6107950 10.1715608 0.2858165 11.0471386 10.1897462 2.0228294 9.8727041 2.1603394 8.7452962 6.7232691 9.6279391 9.7229576 1.2858756 8.9369161 6.9909208 10.9659309 10.4532826 10.5953408 12.6979049 10.0835260 10.7939893 10.4330693 11.1089662 7.4220008 5.0228294 10.0867643 10.0781124 1.5082765 6.1113965 0.2858165 10.2091919 12.2492711 9.8764514 4.5588799 8.4920647 7.8931947 10.2877417 TCGA-A3-A8OU 74 0 NA 0 kidney stage i t1a nx mx female 2011 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 NA NA 3 7 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.4218544 10.6311231 9.2223559 7.8505025 9.5383833 8.6476617 8.7681896 8.1258871 8.8979722 -0.2992052 4.3711964 5.7119821 6.6607575 10.2179326 8.8918147 10.6596705 11.9223424 6.4755421 10.2257867 10.8871761 12.3105112 13.7890152 10.3282892 10.9199239 8.2534244 7.3344771 6.3006674 12.7374596 7.4951715 NA 8.4491664 9.7063800 10.5415332 9.9253601 3.2243182 0.2856981 8.0516946 9.3607512 10.9271675 8.9976715 5.6894389 5.5833987 9.4124223 10.5910196 7.2125081 10.1090851 3.2243182 10.5653284 10.4192882 8.3907532 8.5940569 3.0930700 11.3846272 10.5978445 10.3332963 7.5145365 NA 10.5963723 2.1175953 9.3881310 8.0757947 1.0226874 10.2035871 9.9223425 8.3678668 9.4972575 1.2856981 6.8092794 9.8820443 -0.2992052 11.3491130 11.0738924 7.6432696 5.3154648 10.9267911 15.4915625 10.4577286 8.6356550 10.3048453 16.5075630 9.7028672 8.6922772 8.5257142 4.5587391 9.2134958 6.9628497 10.7550205 6.4755421 12.9684199 2.1094609 8.1439061 10.2691865 11.3764919 8.7815728 6.4150014 10.0610537 7.5587360 11.8862503 7.4252688 14.9637518 8.2243172 10.4389490 8.6708612 12.0703527 NA 8.3660914 13.5449707 12.0859437 8.7478791 2.1601780 8.8209933 9.9797854 6.8403071 11.7446371 9.2753489 8.3749477 8.8979722 8.6766035 -1.2993827 9.4363114 9.1196620 9.7681898 9.8428624 8.7868917 7.9976718 11.5040066 9.8505025 12.1429213 -1.2993827 2.0226874 9.7607757 9.4029801 9.3643135 10.0450512 0.2856981 6.6607575 4.1926045 13.6359204 7.2706112 10.9089897 13.0132129 8.5571807 9.3154652 9.8555735 3.7007504 6.9999628 10.6425366 10.4747187 10.9328764 11.9250194 10.0605049 8.4218544 7.9199240 10.7675173 4.9295733 0.7007948 5.4951707 8.5571807 1.2856981 1.0226874 9.3328417 12.6339849 9.2847783 11.1850748 8.5446763 2.7007504 10.5536749 7.9953760 10.1029414 12.3618654 6.5955738 9.8364646 6.4218544 5.5209345 9.9844224 8.3373802 11.3159252 11.5077077 13.2454783 9.3259802 11.7668445 9.2706109 10.0779658 9.0539023 11.3924989 0.2856981 8.0866177 10.9433340 8.0774668 8.7520866 10.3544961 11.1493879 10.2452369 10.2010994 11.6142058 11.2137427 4.6780325 9.5970877 9.1286442 6.1436995 8.1353835 -0.2992052 7.8756812 6.6255671 12.7747295 9.9878906 8.9427385 10.5284950 10.7872233 9.0159048 8.5757366 10.9653944 9.1764888 8.2744024 9.9433340 2.9486756 4.7231216 9.6469305 2.7882263 7.1642794 3.7007504 10.4812951 6.6607575 9.6046372 6.1798076 NA NA 11.2762946 10.6370252 11.4705932 10.6329701 12.0827038 7.7695337 8.4218544 6.4046596 11.8038792 10.6274220 9.6643740 11.9088373 -0.2992052 0.7007948 NA 9.8555735 9.2800713 9.0170369 6.4821158 14.5894510 14.7757748 10.2248072 7.9963176 9.8924316 NA 1.5081244 0.7007948 NA 13.6885523 7.6922772 9.1673416 11.2713226 NA 7.9295738 8.8265046 10.6432699 7.1353840 10.8738078 9.8383869 8.9873132 8.8170994 9.1734463 11.1491298 11.0076714 9.4894737 10.5753525 7.4951715 9.6151406 7.3154648 10.0903866 4.6780325 8.3045859 10.5044828 0.01084200 -0.00193990 0.00458000 0.01181800 -0.00055444 0.00722170 -0.00660900 -0.00373950 -0.03517600 0.01084200 0.01084200 0.01084200 -0.00193990 -0.00193990 -0.58255000 -0.57190000 0.00458000 0.00458000 0.00319100 0.00421150 0.00000000 0.00722170 -0.15336000 -0.15336000 -0.00660900 0.00214020 -0.15541000 -0.15388000 0.00180300 -0.00830050 -0.02616700 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.154 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.154 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 10.8290719 6.9439295 9.9217382 7.3144346 -1.2993827 9.7506038 10.5383833 10.3590114 9.2194084 11.6558512 9.8007606 1.0226874 6.1683612 10.0045361 2.6076499 8.3319322 10.8791089 6.4218544 -0.2992052 6.9768803 6.1016354 -0.2992052 8.6211083 6.5525046 11.0968624 10.6596705 10.6017467 7.2045809 2.4011936 NA 0.7007948 10.1127959 7.5048865 9.1642797 NA 7.1101461 9.5826341 10.1885954 8.7868917 11.0984300 8.6151404 7.0361461 10.4585621 4.7231216 9.9710506 9.0866177 6.9628497 8.2744024 9.6505820 6.7614515 13.0225425 10.4171462 9.5273038 13.6864639 12.3726281 6.9391596 8.8868696 9.4656270 8.4589787 9.3924988 4.9102098 13.3839145 7.8831497 9.9504614 5.2085485 -0.2992052 9.5225294 8.2838380 13.6390944 9.9223425 12.1429213 9.0757947 7.6894403 11.2030899 11.1199255 8.5571807 16.6431897 11.9250194 11.1655563 12.6418947 10.3749476 2.0226874 11.9538642 9.2649049 10.3824330 8.3373802 8.0316720 10.3762714 12.4248428 9.9403538 11.1629892 2.6076499 7.1683612 7.3373802 11.0195806 12.5269066 7.4886580 0.2856981 -0.2992052 11.3582971 12.4720385 11.2184075 7.4722449 10.8322908 11.6972288 12.5525044 10.6596705 10.8871761 10.3282892 6.7286607 10.4759541 5.0045373 9.0725319 7.6694223 9.7862278 7.2125081 7.2553440 12.6083831 8.2282324 11.0291498 10.0806751 2.8706804 14.3299412 7.3175619 6.2706112 9.3420395 10.0283079 9.8415851 5.6314914 9.6915684 10.0406054 7.8428626 11.1670868 5.1601861 10.9789143 10.6940475 1.8706606 11.9298746 10.9001210 9.9976715 0.7007948 11.1186079 9.2696616 1.7007504 9.5602902 7.1724305 8.3731805 8.4132822 8.5446763 9.8441386 6.0494827 8.9510539 4.7007560 10.9433340 10.3071605 10.3071605 12.7747295 10.4672843 11.0136383 9.9433340 11.2689490 7.5803385 5.3731819 10.5521140 9.8930482 -0.2992052 5.7560385 NA 10.7775709 12.5654899 9.1058967 2.7882263 7.9295738 8.3625334 10.2529441 TCGA-A3-A8OV 75 0 NA 340 kidney stage i t1a nx mx male 2011 NA no NA kidney clear cell renal carcinoma 65 1946 black or african american not hispanic or latino NA NA 2 3 NA NA 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.2020317 9.8595067 9.5098678 6.6021183 9.7954681 7.6276543 8.6682081 9.0702949 8.9596708 -0.2052307 1.9901199 4.9646897 8.3455108 9.3280937 8.5345445 10.3806654 11.3368284 6.1870808 11.3406937 10.5567265 11.6490479 14.8792754 10.1730587 10.7147445 8.8514018 6.2041544 6.8662268 8.9394220 8.0331686 NA 7.0474293 9.1076468 10.4154419 10.3960704 1.3797318 0.7947693 8.3416585 9.5124402 10.2699906 7.7489603 4.6021183 9.7336084 9.2995828 10.7745463 6.2041544 10.3759645 3.9240429 11.2033590 10.0533300 7.6276543 8.6819843 2.7016599 10.8581590 10.3227296 10.4834513 8.1031031 NA 10.8623428 0.3797318 8.1076471 8.0163509 -0.2052307 10.7054066 9.2805933 8.2866169 9.4602597 0.7947693 6.9495816 8.9596708 7.0615505 10.3005754 11.1846641 10.2638970 5.0615516 10.5757055 10.8049423 9.3617692 9.0307780 9.1967101 16.8661215 9.8655557 8.2083919 9.9783993 4.7016544 9.3909537 8.3834784 12.1886906 4.1166891 11.8563039 3.7938647 7.5364671 9.5571460 10.2516316 8.6465130 -1.2052307 9.8520788 7.4986673 12.6459273 7.2126160 16.1947102 8.1698033 10.2657278 7.1784687 11.2083919 NA 2.4952091 13.5972803 12.6148431 8.6895815 3.1870868 7.0139323 10.1692601 7.6712806 10.8765802 8.5529872 8.1457029 8.3005754 9.5395978 NA 9.8080866 8.3377958 9.3035490 10.9765373 8.7431312 8.0017780 11.7261275 9.5538199 12.0282338 1.9646943 1.9646943 10.3030539 9.4873794 9.5003964 9.3655683 NA 4.8608536 3.0426969 14.0491651 9.7409392 10.6378998 14.3277894 7.9968875 9.8371072 10.0301799 1.3797318 7.5988952 10.4204727 10.1144360 10.2577773 11.1148339 9.9609269 8.8848763 8.0801662 10.7453198 3.6527503 1.1166974 5.6276535 9.3144002 -1.2052307 NA 8.9993351 12.6906231 9.7321377 11.4020942 8.6037280 0.3797318 9.9728062 8.3740796 9.7038095 11.7227270 7.3721930 10.0662270 6.3570065 3.7947590 11.2993346 7.9006724 11.1011105 12.4609879 12.3363446 9.5319013 12.4972613 9.1144360 10.2141974 9.8960831 10.7912374 0.3797318 7.5596356 10.4773196 7.7621920 9.8480722 10.0432845 11.4585444 8.9944363 10.2246937 11.6029237 10.8832209 5.3339210 9.9150018 8.4642513 6.1166912 7.3721930 NA 8.6149428 6.4020945 13.1948428 9.9895208 8.9227583 10.5716082 10.9527423 9.3797264 6.1956429 11.2263973 9.2105058 7.7576600 9.8682361 0.7947693 6.3183259 7.2126160 5.0012888 6.1610855 3.1166974 10.7065304 6.0042182 8.9019810 5.4671882 NA NA 11.0456544 10.8648849 11.1265206 10.9045946 12.0008625 8.7136271 8.1346137 6.4834337 9.6941209 10.8003885 9.9476825 10.8271540 NA -1.2052307 -1.2052307 9.8412058 9.4094737 8.8568099 7.5429568 11.6579822 13.4128052 10.0521518 7.5281525 9.5395978 -1.2052307 2.7016599 NA -1.2052307 14.5473014 7.0283835 9.4030186 10.1323859 -1.2052307 8.4350089 9.1553478 11.0862224 6.1166912 10.7795384 10.2304342 9.2755542 9.1849329 9.3797264 10.9295110 10.9253345 9.8934540 10.6720480 7.7749037 9.6088817 6.6402536 9.6472935 4.7489603 7.8610143 11.0503827 0.00416320 0.00360760 0.02160300 0.00555290 0.70851000 0.00319100 -0.00290910 -0.01243800 -0.02818000 0.00000000 0.00000000 -0.75098000 -0.00055444 0.00360760 -0.75951000 -0.74455000 -0.74455000 -0.74455000 0.00569190 -0.00788630 0.00708260 -0.00360110 0.00221930 0.00221930 -0.00290910 -0.00055444 0.00083195 0.00027728 0.00455530 -0.01519100 -0.02818000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 10.7659482 6.5695503 9.0017783 7.5808050 -1.2052307 9.3750225 7.0755348 9.9059778 7.7806060 11.6591010 9.7046571 1.6021243 6.4952043 10.0962601 2.6021243 6.8003887 10.5085800 6.3570065 -0.2052307 7.1479111 4.4094724 NA 8.6986456 3.1870868 10.7318103 10.3806654 11.0321651 6.9188847 0.7947693 NA 1.7947693 10.6382925 8.1999054 9.0708884 -1.2052307 6.4020945 9.0223797 9.9502147 8.7576600 10.0527410 8.5842977 4.2210264 10.1172554 4.6021183 9.7046571 9.4277591 7.2704972 7.3872212 9.6674387 6.7663076 12.8677339 10.7562136 9.4751234 12.9419688 13.3666943 6.0708873 7.5021229 9.4609878 7.3834788 9.6021189 4.6276535 13.5573536 8.6133460 10.5932357 5.0042182 2.1166974 9.6781709 6.7547659 11.6103473 9.5150081 12.0282338 9.2531705 7.3834788 9.2073338 10.7072791 7.9968875 16.3945024 11.1148339 10.9240469 13.3309504 10.1578035 0.3797318 11.7052193 8.5988948 10.2030937 7.9006724 8.3455108 9.9483160 12.2060101 9.6331800 11.1050927 1.9646943 6.7777577 6.6339673 11.2582883 12.3868705 5.7372784 NA NA 10.8705773 12.2713835 10.9930985 7.2985896 10.8845454 11.5590135 12.3959544 10.3806654 10.5567265 10.1730587 5.5090085 9.9640626 5.0235836 8.9808782 6.6021183 9.0801662 6.2041544 5.5362301 12.1135764 9.0603790 10.9718719 10.1166920 1.9646943 14.7557613 7.4277226 5.1870828 9.1187080 9.4368156 9.1412777 4.2210264 9.0592065 10.2083918 8.9304733 10.8765802 5.5629476 10.7402077 9.7084013 NA 12.5439001 11.0130244 10.2252165 0.3797318 11.1717032 9.8927960 0.3797318 9.7016546 10.3290667 7.7975792 8.0545072 8.6037280 9.3904037 -1.2052307 8.7533167 4.6021183 10.4773196 10.3050335 10.8333400 13.1948428 11.0011678 11.4629841 9.8682361 11.1798174 7.3222409 5.8391584 10.2428802 9.9006724 -1.2052307 3.6437639 2.2542010 9.8987073 12.7438492 9.1752249 3.3183313 8.4350089 8.2252166 10.6892028 TCGA-A3-A8OW 37 0 NA 323 kidney stage iii t3a nx mx male 2011 NA no NA kidney clear cell renal carcinoma 10 2001 black or african american not hispanic or latino NA NA 2 3 NA NA 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7273795 10.1105756 9.4885397 7.2097721 10.1858465 6.5587804 1.9618455 5.9720883 9.1307675 NA 1.2558028 5.6843110 8.2002493 11.0466532 8.8210689 10.9522324 11.5689902 6.9618444 9.7685555 11.1644584 12.0021345 12.9650380 10.3674118 11.3094662 7.8444880 6.5286604 7.0619814 9.4680532 5.9160419 -1.3599344 9.8309697 9.3255416 10.3412231 10.1805291 2.5468080 1.2249046 8.1075221 9.5580345 10.3775866 10.0656571 5.2097731 6.0828601 10.0561864 10.1997717 6.3881103 9.9137124 4.8493688 10.7002749 10.5064229 8.4456605 8.1848813 1.8098260 10.2532457 10.1136225 10.3030300 8.0084230 -0.7848806 10.8997071 -1.3599344 9.0495622 8.5118218 0.6398804 9.9652221 10.2215881 8.6497455 9.0894677 1.2249046 6.7273800 9.1516693 3.6843138 11.4331135 10.9342503 9.7536589 6.3052519 10.3087618 11.9005423 10.5286600 8.6497455 10.8414280 16.1513065 9.7769079 8.6678226 9.9624082 5.4600971 9.7086949 7.5286596 10.9966437 6.5999188 11.6342701 1.8098260 8.0653213 9.6200563 12.5200742 8.8890302 8.0106042 9.9224261 8.0149561 12.0002151 7.3438200 15.2385191 9.8185815 9.6711975 7.1868115 11.4337232 NA 0.6398804 12.7716933 11.6575951 8.7086949 4.9253206 8.5676945 10.5890138 5.8783207 11.0241608 8.8996599 8.9697132 9.0745450 9.1496917 -1.3599344 9.7985264 8.7909333 9.2963415 10.2130905 8.7858490 7.9908556 11.2049640 9.6650562 11.5477462 -1.3599344 0.9618455 9.9125464 9.1380478 8.9584596 10.2149831 NA 6.4600954 2.3403629 13.5805515 10.7247251 10.8931733 12.7159807 9.2050188 9.2527851 9.6904456 2.7273759 7.1516691 9.4799078 10.7887110 9.6121785 11.0000724 10.6225538 8.4114063 8.2945527 10.7975794 5.6057017 1.2249046 1.6399267 8.0828601 -0.3601196 -0.3601196 9.6904456 12.7020472 9.1327714 11.1070128 9.6057010 4.5468080 10.4951745 8.2729120 10.2342320 11.4932263 8.2490954 9.1644585 6.3678376 6.0985290 10.4179938 8.7510523 11.3746263 11.2227644 14.1575553 9.1186862 11.8738359 8.8723375 10.1181807 9.4735974 9.3533032 NA 8.3813837 11.0651326 10.9501262 9.1346422 9.8890301 11.5663980 8.2601367 10.1756780 11.1380179 10.6843108 5.3123421 9.2220588 8.3791405 5.2692726 6.8198253 -1.3599344 8.4963421 7.1437424 12.6653158 9.1297647 7.8759312 10.9536500 10.8851723 9.6335627 10.3123421 10.6678849 8.9333882 7.4664648 10.3720841 1.6399267 5.2546281 7.9043595 1.6399267 6.1945047 5.4071726 10.3123421 7.4147038 9.6020897 6.2524895 NA -1.3599344 10.9195273 10.5324595 11.5563560 11.1136224 12.0286067 7.6085838 9.2059709 5.9390338 11.9325259 11.1906635 10.0978105 12.3182968 -0.3601196 0.6398804 NA 10.0418628 8.9137122 9.5064228 6.7997880 12.0900970 14.9086780 11.2333078 7.9724233 9.5271374 -0.3601196 0.6398804 -0.3601196 NA 14.2164306 8.3176365 9.7769079 11.5621294 -1.3599344 8.3712356 8.8420772 10.8073349 7.9299354 10.7100376 9.5962928 9.7320131 9.0084233 9.0322342 11.1143832 10.4355506 9.9505295 10.7137236 7.8395893 9.5944112 9.2295677 10.7595063 5.4388750 8.1391246 10.3657089 -0.00138580 -0.00152430 0.00722170 0.54383000 0.00041593 -0.00193990 -0.00277070 -0.00312430 -0.00526100 0.00124810 0.00124810 -0.00138580 -0.00152430 -0.00152430 -0.56555000 -0.56555000 -0.56881000 -0.56881000 0.00069327 0.00097064 0.00000000 -0.00809510 -0.00085323 -0.00085323 -0.00277070 -0.00152430 0.00416320 -0.00138580 -0.00456950 -0.00595770 -0.00526100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5332183 7.3746266 10.9930636 7.3046133 0.9618455 9.4656705 3.6399151 10.3191064 8.5941129 11.2739449 9.8884373 2.4472618 6.0322331 9.5240872 5.8590850 8.4822671 10.5377622 6.3678376 1.6399267 7.3052528 3.8098466 NA 8.6843107 7.2173451 11.0686407 10.9522324 10.9816218 7.0661818 0.6398804 NA 1.2249046 10.0813047 8.4994517 8.7640379 -1.3599344 6.9618444 10.0508979 10.2145103 8.5056500 10.9733516 8.8759308 6.2981286 10.8651241 3.9974731 9.8426527 9.3746263 6.6511436 7.1357719 10.0477156 7.3299147 12.9331728 10.5068092 10.0957577 13.7804669 12.6837984 7.2619689 8.9930635 9.4416250 6.9527995 9.6427317 5.7379490 13.1053556 9.4245516 9.5064228 5.9974686 4.0661839 9.7549603 8.5853607 13.0397287 9.8854694 11.5477462 9.6328551 7.9730722 8.5164336 10.1800448 9.2050188 15.2318334 11.0000724 10.8922865 13.0873874 10.9174947 1.4472618 11.4863865 9.4081011 10.6553318 8.7510523 8.0284725 10.0154992 12.5000337 10.1722726 11.3307768 4.6171986 6.1712989 6.7006131 10.7080232 12.8735364 8.5271372 -1.3599344 -0.3601196 10.7810659 12.4907872 11.4572682 7.7510526 10.9451234 11.3464127 12.8075701 10.9522324 11.1644584 10.3674118 6.8973046 10.6128965 5.6286016 8.8173361 7.1277571 9.8210689 6.3881103 6.3813837 13.4126112 9.0051456 11.4333168 10.7409075 2.6399267 14.1292316 5.3746257 5.6171956 8.9565263 9.9339631 10.6175544 3.1634826 9.4432407 10.5256131 7.9881802 11.1768924 5.5706542 10.9399832 11.3030300 2.0993625 11.8860635 10.6125375 10.4628857 0.2249046 11.6312614 10.0493076 3.7273759 9.6136142 9.2426156 8.4775446 8.1217164 9.6057010 9.7392843 4.3123384 8.8247920 5.7896641 11.0651326 10.5764737 10.5999186 12.6653158 10.5002277 10.8860635 10.3720841 10.9755862 7.4014683 5.1634786 10.0116934 9.8590853 0.2249046 5.3280968 NA 10.7160642 12.2084298 9.7313521 5.6511436 8.3712356 8.5912014 10.2788051 TCGA-A3-A8OX 65 0 NA 0 kidney stage i t1a nx mx female 2012 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 NA NA 1 6 2 2 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.284870821 11.454966861 9.033478616 9.252204879 10.490244797 7.237975689 4.269407241 9.481178637 9.027056436 -0.588573754 3.936242174 5.069637728 5.192785959 9.925647748 6.919222078 10.760154982 12.049070611 7.613550806 8.812306324 10.512417622 11.634372686 13.655887708 10.628172742 11.373419075 8.604952347 6.887160895 7.003884407 13.350730592 5.342163583 0.996388746 9.244277247 10.302830813 10.147405921 9.895242629 4.919220886 1.411426246 9.474821935 9.423352942 10.967214296 9.697984702 6.199328805 5.040782866 10.011804358 10.474147621 6.977481429 10.608336335 5.837691000 9.950100782 10.461615627 8.583854506 7.613550806 3.111865964 11.093763110 10.526145222 10.483559454 7.872906308 1.733354341 10.801297476 2.104068226 8.967281314 8.159619600 -0.003611254 10.146982906 10.101424874 8.530368099 9.367243933 0.996388746 6.620879611 10.110131565 5.040782866 12.409311984 9.813906059 8.784291960 6.795130538 11.029470486 14.171445049 10.678213403 8.513402706 9.220391146 15.729016133 9.359063843 8.790805264 9.875972610 5.011339088 9.550338541 6.874951848 11.190735837 7.792969847 13.100660500 1.671474547 7.978052017 9.917734423 10.778841654 8.971759655 1.870857864 9.591335897 8.955425277 13.001779992 8.294069755 15.151845632 9.356870742 10.092968377 9.633617929 12.370613799 NA 6.433794059 13.236534727 11.588379123 8.504184181 4.269407241 8.912268724 8.391566253 7.397269039 11.587755862 9.468741734 9.077650783 8.643847894 9.336239419 1.996388746 9.532312673 9.560538810 10.046237978 9.829806599 9.601251362 8.223604034 11.666856785 9.671758472 12.069080285 4.903279342 5.111865964 9.774466535 10.151671376 8.526470678 10.328052841 -1.588573754 4.768978250 1.218781168 13.285639802 6.816567709 10.312670845 11.841225884 9.058885213 9.191146341 10.014125669 4.342163583 7.566245116 9.390852086 10.657276642 10.091786430 11.338569600 10.384047756 8.767878878 9.987438688 10.379373601 7.419855710 4.581351247 2.996388746 8.020605539 3.111865964 NA 9.242734204 12.789721733 8.727708458 10.134234419 10.118354534 1.218781168 9.884117696 7.234794444 9.185233741 12.061244369 7.606183841 9.735044686 7.630595494 6.854369742 10.154157355 9.034393741 11.434834714 10.724876783 13.037078637 9.040783414 11.861736011 9.576333739 10.336239419 8.893700454 9.431712373 1.218781168 8.667635644 11.014821404 8.283239793 8.037591977 10.047598369 11.059334928 9.167983070 10.395845347 11.063375463 10.619966094 5.591335336 9.910774478 9.073338523 5.879031796 7.647441157 NA 8.697984702 7.196062075 12.609488164 9.769528614 8.910276052 11.228410470 10.289860972 9.191966753 6.601250805 10.834742419 8.964095921 8.291009956 10.549378558 3.768978250 4.659353759 7.726576489 7.668437573 5.498889087 3.581351247 10.960248806 4.803743669 9.376489654 6.090906345 NA -1.588573754 11.208683073 10.382251796 11.139772600 10.652516252 11.319256411 9.852814899 9.244285335 6.575679917 11.414241896 10.670287297 9.737294502 11.977480892 1.733354341 -1.588573754 -0.003611254 10.621184843 9.121372144 9.181264835 0.411426246 13.073260621 13.927311464 10.923673483 7.792233928 9.797289295 2.411426246 1.581351247 -1.588573754 0.996388746 15.327761216 8.221998364 9.501539262 11.899643583 -1.588573754 9.069638265 9.072795301 10.595062280 6.576333172 10.423003579 9.900773090 9.644447213 8.688714345 9.039872334 11.231007221 10.665569714 9.453770243 10.982468435 7.710634953 9.092946317 8.327306074 10.054381148 5.174969612 7.846284569 10.082525637 0.00055459 -0.00051751 -0.00055444 0.05651300 0.00666530 -0.00304750 0.00332990 -0.00207840 0.00708260 0.00055459 0.00055459 -0.00055444 -0.00011064 -0.00051751 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.00138680 0.05651300 0.00221930 0.00041593 0.00000000 0.00000000 -0.00193990 -0.00263220 -0.00041585 -0.05859600 0.00055459 -0.00166290 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.048957478 6.988856210 9.665865104 7.519480575 0.411426246 9.032562910 10.130815710 10.275233732 9.951554867 11.232060568 10.162133862 3.318316841 5.591335336 9.388706815 3.411426246 8.925154435 10.403657150 7.630595494 -0.003611254 5.724309201 4.659353759 0.996388746 8.749048818 6.630594766 10.521371750 10.760154982 10.717818972 7.983179459 1.870857864 -1.588573754 -0.588573754 9.724309883 7.558631936 9.023373742 -1.588573754 7.645046643 9.664683537 10.166731762 8.726576489 10.187859897 8.679384034 8.646244397 10.634825296 4.498889087 10.043513342 9.588223286 6.687550651 7.269408176 9.742903741 7.525169195 13.304159406 10.719481404 9.886146802 13.629271003 12.757386467 7.026137197 9.050767498 10.265905666 7.439333074 9.836118069 6.992627961 12.858316309 7.907281874 8.146136375 6.076762163 -0.003611254 10.663500911 8.905282297 13.679749557 9.130815581 12.069080285 9.081197667 8.404365008 10.971281934 10.635428555 9.058885213 16.594975025 11.338569600 11.624986813 13.315967414 10.707482688 1.870857864 11.076318516 11.076096341 10.953249522 9.034393741 8.186213801 9.941345361 12.900647652 11.078094687 11.317750070 5.083851588 6.649830985 7.659354473 11.309839313 12.414154010 7.779933364 -0.588573754 -1.588573754 11.203810472 12.385034554 11.366155748 7.000142008 10.919221482 11.7023097 12.6652005 10.7601550 10.5124176 10.6281727 7.6968292 10.5941316 6.0334781 8.7106350 7.1729785 10.0489575 6.9774814 7.6546009 12.9985492 8.9765289 11.2508275 10.3772112 1.7333543 12.9828833 6.4334619 6.6354279 8.4928438 10.4156473 9.9057825 6.0038833 9.5496986 10.9700868 8.2725136 11.2877520 6.8667547 12.0134297 11.2506307 1.9963887 12.2189831 10.5506584 9.8350681 1.4114262 11.0539299 9.7333550 3.4114262 10.2883274 9.0398723 8.9935688 8.3728764 10.1183545 9.9001306 6.4057797 8.5800991 7.1393477 11.0148214 10.7810242 10.7025976 12.6094882 10.5464948 10.8133730 10.5493786 11.1841538 7.8481384 7.4935761 10.2690191 9.9047820 3.3656226 3.5813512 0.7333543 11.0727596 10.9778425 9.6330139 2.1118660 9.0696383 8.3772110 10.2219985 TCGA-A4-7286 42 0 NA 554 kidney NA t3a nx NA male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 3.121212e-07 5.40540540540541 21.6216216216216 10.8108108108108 37.8378378378378 24.3243243243243 6.5522264 10.9467939 11.8180905 11.1292830 10.1489654 6.8694162 2.2064557 9.4420822 8.0138056 NA 2.9347429 4.7089487 8.6271129 6.1450497 4.2064479 10.4964697 11.8187051 9.3009684 12.5155482 9.2288187 12.6438562 14.0433915 11.3938029 10.1093284 8.0477532 6.0138061 6.6658830 13.3423739 5.9790399 0.6215244 4.3219281 10.2045711 10.9768395 10.3357339 4.6214893 2.2064557 7.5987686 8.8503072 11.1322526 8.2139455 5.2653431 12.4040771 9.9434165 11.1362024 4.8694174 11.8616834 10.2814843 10.0540302 8.1913440 8.3561980 7.3357342 4.0809220 11.2921446 10.1856379 9.8113129 7.5987686 4.2064479 10.9079075 2.9434150 9.6698662 8.0477532 3.2064557 11.1430888 9.3863600 8.8503072 9.9910639 4.0809220 7.9434162 11.4272323 0.6215244 11.2288187 10.3946275 9.4384721 7.4159040 9.9635630 7.2939139 10.8646624 9.4288434 6.9965277 15.5508855 9.9724276 7.2064508 10.4320601 5.3763772 9.0138059 6.5522264 10.9943534 1.6214776 13.5325058 3.4288392 8.2319229 8.0890940 6.7089514 8.2064508 3.2064557 9.8358076 9.2581130 13.3374504 7.0644324 16.1426293 4.0809220 9.3068330 8.5283791 12.3663222 NA 8.9790404 15.5770929 12.6410791 8.1989174 7.9524052 7.4669786 8.1913440 10.2508450 11.4551691 8.2361984 7.7610399 9.5343778 8.8551080 2.2064557 9.6214884 8.2214010 10.5041314 9.9768395 7.8113130 8.1213341 12.0332271 9.7661466 11.9889031 NA 4.3219281 10.8753358 9.7635955 9.7221507 10.2435402 NA NA 1.6214776 13.2423955 12.9707696 8.9022590 12.2320519 8.9389009 10.6001988 12.0138058 4.6214893 8.3288477 7.7813597 10.9034184 12.1396497 10.2624744 8.8835832 8.3219281 9.1722352 11.4708935 5.8309423 0.6215244 2.2064557 8.5872727 4.3219281 NA 8.6821842 12.4187446 9.5313815 10.8309418 9.0561166 2.4080868 8.5930318 7.3763755 10.0438686 8.6983039 7.3629555 8.3079890 5.6658816 4.2064479 11.1922928 7.5163060 11.0951941 12.0607998 9.4352696 9.2761244 13.9725656 8.9389009 8.4918531 8.4416673 8.6713369 0.6215244 6.2064518 9.9524052 0.6215244 9.2159622 10.5625360 10.6521555 8.7352304 9.9856231 12.6302671 11.0508951 2.9434150 10.0202320 9.3612014 4.5283775 7.4794691 NA 8.2435401 6.1133421 11.6250063 11.6424683 9.2868243 10.9479179 11.2572065 8.1213341 2.6214776 11.8868925 9.4732374 9.4606922 10.2885999 4.5283775 5.7089514 1.6214776 2.6214776 8.1528699 0.6215244 10.5026023 1.6214776 7.4669786 5.6214893 NA 2.2064557 11.4833507 10.5800411 11.7306661 10.1093284 11.2590189 9.3696813 9.0602804 6.5749870 6.1450497 10.1567638 8.6983039 11.0498485 9.9366379 NA NA 9.6327157 8.8788761 7.7813597 4.6214893 9.5581264 10.7313190 9.3995655 5.8942575 10.9557616 1.6214776 1.6214776 NA 0.6215244 13.7863953 7.5403513 8.3357338 11.1884938 NA 9.0180931 9.4043229 10.9184046 4.5283775 11.7863953 11.4817994 9.0223678 9.5901551 8.3357338 11.4849003 11.4272323 10.0623576 9.6382967 7.6101729 8.9399861 2.2064557 8.8835832 3.2064557 5.7507726 11.2251147 -0.4221100 0.0000000 0.0151680 -0.4037400 0.0132130 0.0075000 0.0061090 0.4021100 -0.1240800 -0.4204600 -0.4204600 -0.4221100 0.0000000 0.0000000 0.0151680 0.0151680 0.0151680 0.0151680 0.0041632 -0.4037400 -0.4288700 0.0105640 -0.4256000 -0.4256000 0.0061090 0.0041632 0.0139110 -0.4233100 0.3790700 -0.4109100 -0.1240800 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.420 -0.420 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.420 -0.420 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 10.6101730 7.1606470 8.4918531 7.2379633 4.2064479 9.9986989 9.4256194 9.5357241 9.9138100 11.3138685 10.5522258 0.6215244 3.6214893 9.8646624 4.0809220 8.2214010 10.7520590 5.6658816 NA 6.0809198 4.5283775 1.6214776 8.0138056 7.2508451 10.6754142 10.4964697 10.7241333 6.9790399 0.6215244 0.6215244 1.6214776 9.8333767 6.6875772 9.5987683 NA 6.1450497 8.1989174 9.5433292 9.9092008 9.2725400 8.3561980 9.8137812 10.3340153 2.9434150 10.4810232 9.0602804 8.0308795 3.4288392 8.3561980 7.1450507 13.8734145 11.3175866 8.9068906 12.6019850 11.4384720 6.0477521 7.8309417 9.9943534 9.3863600 10.4077580 4.8694174 12.6337637 3.4288392 9.7635955 0.6215244 NA 10.8137812 7.9343714 11.8604901 8.0138056 11.9889031 8.5163060 8.7089511 7.6767709 10.4933937 8.9389009 13.9120833 10.2624744 11.5537031 11.4630527 9.8358076 NA 11.7332761 7.8976125 11.0962083 7.5163060 6.0809198 9.6186678 12.4392715 8.8406568 10.9910748 4.7089487 7.4028484 7.7507713 11.1203376 11.4980053 8.6044821 NA 0.6215244 7.0809198 12.2863800 9.8137071 5.1450497 10.1528698 11.6842091 12.0159511 10.4964697 9.2288187 11.3938029 5.3763772 9.1837309 3.6214893 8.4159044 5.6658816 9.4256194 4.8694174 7.0644324 12.1474985 9.1567637 10.7116008 8.7610399 NA 14.0116573 7.3960122 6.2064518 6.0819041 10.5071847 7.9343714 2.6214776 9.2398739 9.3995655 9.0266299 10.7417263 8.2581128 10.7481928 8.1913440 NA 10.8333767 11.0819443 9.9986989 NA 10.0972218 8.3357338 2.6214776 10.2083281 3.7914182 9.0809201 6.5756845 9.0561166 9.8672312 3.6214893 9.2508451 0.6215244 9.9524052 10.7481928 10.1272999 11.6250063 10.7155661 11.3671627 10.2885999 10.9823354 6.7089514 7.0644324 9.8598932 10.0393409 0.6215244 1.6214776 NA 9.0561166 11.1293029 7.4918531 NA 9.0180931 8.6929509 10.1683828 TCGA-A4-7287 75 1 597 NA kidney stage i t1 nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 NA NA 1 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.82050896 7.95034651 3.87758721 9.26753650 11.07861544 9.57707283 10.26183636 NA 5.42899993 10.87213856 5.20943387 12.89622191 9.44272500 6.25801382 3.10706848 8.96353048 10.62137984 10.35723099 10.07353495 11.59774583 15.09725929 9.75770135 8.80424398 8.12551731 4.82696535 9.93174997 7.85565962 7.80096847 6.33249133 11.08805147 2.60456954 8.83087136 13.93118828 7.15403530 8.73041545 4.95034710 10.21621111 9.60551045 10.95771839 6.99115220 13.70897482 7.24842762 10.42668031 8.52542058 12.36916674 NA 4.22906489 9.87992015 8.24361054 7.91442699 2.47904944 9.44272500 8.40977787 8.64714287 11.64805458 9.83018068 7.91442699 9.10972150 9.63063390 NA 9.92725085 10.03432702 9.47082011 9.43535085 9.81564859 10.10175813 12.03197345 9.84456784 11.19297386 1.82696535 -0.98051157 9.77949727 9.13595292 9.58375863 10.55439824 5.85249830 7.63431882 -0.98051157 13.74954837 3.92650238 11.57035581 5.55876661 8.42475039 10.82736644 10.64623071 3.66346987 6.88379552 11.32224799 10.94479257 9.91063329 11.61177404 11.02908779 8.84615761 8.58756527 11.29515161 5.04197886 4.01961297 5.49534340 8.13595292 5.55876661 0.60454582 9.85012431 10.54464042 7.97961097 1.60459326 10.81402491 3.17665787 10.14760333 8.26516166 10.06922620 6.06400331 6.64896581 8.32567064 8.36390477 3.77449190 10.56843091 9.03083622 8.50342467 10.83819118 10.59325618 10.37385839 12.91234158 10.12943964 4.30501473 7.65623392 7.70960702 4.54316796 7.68494494 10.95182380 6.06159693 7.89649407 9.57802976 10.33475865 7.74752973 10.40331332 11.09207665 11.01466954 5.41192785 10.36279478 8.34980889 3.87758721 9.10839717 NA 9.42793882 7.26278266 12.68660967 10.47339415 7.75092802 10.43429431 9.79274833 9.21313436 3.34153039 11.18293793 9.84377222 8.55099068 11.01855198 0.01963076 2.18953994 11.91310019 8.13595292 3.01961297 1.82696535 9.66346524 1.01963076 9.79768616 6.75262417 5.37716193 0.60454582 12.22586033 11.27138727 11.61649761 11.02943763 11.81280592 9.74156271 6.50342507 6.56665840 9.92499609 9.23271327 10.30674424 8.75431866 3.77449190 0.01963076 NA 10.58804025 9.88456892 8.92649971 -0.98051157 11.99258884 11.67267801 9.07489152 6.74807340 9.19578213 1.34153039 1.34153039 NA 2.34153039 14.12510838 7.62693917 8.86352997 12.00473943 NA 10.11764115 9.53772122 10.71483733 7.84297632 9.98755579 10.14760333 9.49128432 9.52839414 9.83258847 11.80485715 9.95477415 9.54806319 10.54366098 6.44587400 9.11928562 6.92047553 9.45423718 4.80385214 7.83403106 10.86274497 0.42805000 -0.00512270 0.12093000 -0.47818000 0.02192600 0.02314500 0.00944910 -0.00705760 -0.14528000 -0.00069303 -0.00069303 0.42805000 -0.00512270 -0.00512270 0.15651000 0.08420900 0.12093000 0.12093000 -0.55627000 0.45479000 0.01028500 0.02314500 -0.59127000 -1.15500000 0.00944910 0.01516800 -0.57083000 -0.43789000 -0.57190000 -0.05913500 -0.14528000 0.000 0.000 -0.582 0.000 0.000 0.000 -0.554 -0.428 0.000 -0.572 -0.572 -0.513 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 -0.556 -0.556 0.455 -0.023 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 -0.590 -0.145 -0.145 0.000 0.000 -0.582 0.000 0.000 0.000 -0.554 -0.428 0.000 -0.572 -0.572 -0.513 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 -0.556 -0.556 0.455 -0.023 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 -0.590 -0.145 -0.145 10.078953 6.332491 7.318817 6.860828 7.033741 9.669763 6.967977 9.894882 7.169356 11.448699 9.576115 6.634319 7.450061 10.603632 1.604593 4.852498 10.408165 8.363905 NA 7.381552 3.774492 1.019631 9.146314 6.117641 10.007108 11.403853 10.769223 8.246021 NA 1.826965 NA 9.469789 9.483133 9.521446 NA 7.154035 8.99258888 9.91442684 8.99688894 9.62323533 10.22723350 8.85408014 10.45840087 7.21928180 10.72048224 10.00402744 7.32338989 9.21436600 10.41567861 7.42475081 13.54157747 11.46462391 10.04682389 13.13131529 12.93277897 7.79768616 9.31422975 10.63891200 7.38593141 10.63247753 11.70260361 13.83724230 9.25801382 3.92650238 7.55099068 2.01959518 12.52069982 7.63799489 12.77439218 9.40977808 11.19297386 9.24722498 8.03641706 10.09441951 10.35108587 8.42475039 14.43818641 11.61177404 11.16872106 12.97689251 9.97816173 0.01963076 10.13400205 11.04370984 9.26516166 9.03083622 8.56264083 11.11731200 12.37482247 10.62832587 12.43877790 5.67782110 8.82374013 7.99115276 11.60080965 12.76685797 8.50140849 2.34153039 0.01963076 11.97743660 13.29602428 12.19967980 7.40331374 10.33702162 11.495849 11.968159 11.403853 9.733855 10.706547 7.300380 8.876035 7.189534 9.943679 6.807512 9.339281 3.107068 4.774497 12.886305 9.441674 11.579942 10.057842 2.189540 13.751246 7.782091 9.750928 8.402925 10.634319 8.891514 4.950347 8.523435 9.600810 7.849332 12.962307 6.053033 12.116159 10.360016 2.341530 9.624162 11.373307 9.573238 1.341530 10.852499 8.893053 5.761075 10.941450 7.286396 8.810772 2.826965 10.814025 9.447341 9.146314 11.323675 3.663470 10.951824 11.591312 10.815243 12.686610 10.747529 10.831385 11.018552 11.430855 8.182000 8.690265 10.535802 11.465141 7.519455 1.826965 6.019609 9.532349 10.257829 9.335891 1.019631 10.117641 6.117641 10.073535 TCGA-A4-7288 71 0 NA 1857 kidney NA t1a nx mx female 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.27114399 9.32974432 8.25445610 7.72011974 0.40272218 9.25289412 9.68868725 10.45221550 7.45527543 0.40272218 11.59889744 3.89935934 9.28657232 8.13572262 4.57263505 11.30715367 10.00633351 8.80997483 9.82976332 4.28535043 4.10314511 10.35399190 2.40269489 10.90702967 10.37389145 10.92185202 0.72465027 11.66406171 12.33593682 10.87285761 8.36560331 9.79770578 15.45461710 10.16093040 8.44846697 11.02155149 4.28535043 9.50730586 7.80145099 11.50139729 1.86215380 14.15999304 3.00441150 8.26250598 10.44059731 5.33344520 8.49810404 2.10316189 9.48817957 9.10141187 13.14021864 7.71785666 14.72151849 5.44709976 9.18591014 6.51123240 11.81382090 NA 5.10314511 13.28525473 12.94954139 8.20036850 NA 7.94186573 10.84668676 7.62187605 11.62806531 9.82319382 7.91445988 9.05913216 9.43956766 4.28535043 9.69387790 8.78533116 10.78883911 9.51123161 8.37281327 8.41113597 11.22216982 9.46542805 14.29522631 1.40272218 1.21007710 10.67095679 10.79748069 8.45663327 11.41515718 NA 0.40272218 0.40272218 12.82036198 8.56131697 9.71842294 12.94465079 10.80438670 9.38498789 10.63722532 2.57262293 8.44710141 3.30959822 11.79783966 10.24033520 11.39770757 10.45051278 8.98578986 5.81209771 10.14964133 5.04656527 0.98768468 5.64111246 8.58012664 3.44710307 0.40272218 9.50665073 11.27922415 9.97066330 10.89004482 9.63752457 1.84100697 9.47952282 7.35980929 11.44246594 11.66436141 6.65537330 7.85597787 4.46879834 2.40269489 11.15194815 8.88954229 12.23628913 12.66648990 8.63872153 7.88248777 12.08701753 9.27075808 10.25991071 9.16487325 8.92332600 NA 8.66949384 10.90901483 1.62765353 10.03125306 10.56949793 11.20703995 8.49810404 10.75612979 10.86085745 10.40481895 3.04656091 9.86827361 8.87191140 4.30959822 7.88450635 -1.59727782 8.05375867 6.67883109 11.97966387 10.89305674 9.22208799 10.45119411 10.55689245 9.22368391 3.21006151 11.19880364 8.74032924 8.64349872 10.93311354 3.10314511 5.22288569 5.32157098 2.72462845 7.90055892 4.13062616 10.68202764 0.40272218 6.38570022 3.59134431 NA 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9.3415517 5.3452225 10.3565399 2.6506267 12.5602910 5.0174187 9.7853312 0.9876847 NA 10.1130832 9.5956165 12.7867489 8.1323280 14.2952263 9.5801268 10.0760163 6.4901706 9.8492736 10.8043867 14.6606474 11.3977076 12.6911408 11.7964999 10.6732946 -1.5972778 11.0593555 9.3058358 10.9661418 8.8895423 7.3684916 9.6200590 13.1421714 7.4195153 11.5159561 2.9262652 7.6339281 8.0786643 11.7264657 12.2889754 8.2180905 NA -1.5972778 8.2068381 12.3652418 10.9791868 6.8985627 11.3189599 11.4976096 13.1440162 10.9916560 10.3408165 11.1102821 4.0751304 7.1575945 5.6694945 8.5190512 3.1575935 9.9739859 5.5319896 10.1877509 12.5472810 9.6091111 11.0795458 10.6556683 1.9876847 14.9432591 8.2880069 7.1306272 8.4226455 10.8639309 5.9649507 5.1031451 9.4755097 9.7206850 9.6016618 11.0051741 5.2481970 8.5435369 6.8824878 -1.5972778 11.1869331 10.9815516 9.4613755 NA 11.8673806 9.3118502 2.7950188 9.8774271 4.1575935 9.3496134 8.3842743 9.6375246 9.3569836 -1.5972778 8.9350631 1.7246503 10.9090148 11.0839456 10.4914955 11.9796639 10.9620843 11.3865915 10.9331135 10.6805758 7.2292553 7.7201197 9.6097215 9.7591592 NA 2.1031619 -1.5972778 8.8078488 10.5917102 9.6600950 -0.5972778 9.3282616 9.1906097 11.3411842 TCGA-A4-7583 60 0 NA 3 kidney stage i t1 n0 m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 4 4 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9580112 10.5343477 9.2017458 4.9772341 15.0738709 10.2049199 10.0606969 6.4867063 10.2803693 4.6763690 10.6305631 9.0616976 7.3492016 8.5720628 2.7377733 10.4878230 9.7675146 10.7210777 8.0045536 6.5726805 10.5387678 4.8394910 8.9306957 8.0045536 2.4747216 10.8532445 9.8880788 8.7188589 10.0012244 2.3752063 6.5565275 10.4769516 -1.4320652 13.5086147 9.7607515 7.0516581 8.8681947 10.3164377 7.7918440 11.2587133 8.7447760 6.9899076 15.1131387 9.8744736 7.9665862 10.8384296 5.1528040 9.4896832 7.3687422 9.5922894 0.5678375 14.0600085 2.8398588 8.8905254 9.2932086 6.3622577 9.1935512 NA 9.9804121 9.3549286 12.7077134 7.7845884 15.4768120 4.3227286 9.5553267 8.3076230 10.0471174 NA 8.3227299 14.9878525 12.3221035 8.7112254 6.3426294 7.4070459 9.4481911 9.3500216 11.0894427 8.6632393 9.1981096 7.9054640 9.2648099 -1.4320652 10.5476248 7.0716683 10.1074858 9.8462918 8.2700149 9.0425623 11.2997616 10.1737848 13.1912094 5.2260538 2.6553060 10.2098940 10.2448439 9.0415480 9.9665861 2.7377733 2.3752063 2.8897656 13.2783259 11.6812589 9.8299372 10.5710088 9.7797307 9.8659049 11.0115629 3.2116975 8.1147366 5.4504855 11.3860250 12.7574353 11.8080404 10.5554616 8.5205837 6.7327495 11.0055944 5.9165698 0.8897850 2.9601595 8.9899071 5.7576660 -0.4320652 8.9099171 12.7561221 10.4705942 11.9407074 9.1686844 2.8157599 9.7433919 7.3943907 9.3094525 5.7377679 5.7175887 8.8784550 4.8716219 3.8409868 10.7153652 8.7009844 12.2921430 11.1091810 8.9187816 8.8074409 12.7426120 8.9972489 9.1031176 8.5365091 6.9772330 -0.4320652 8.3606325 10.4211519 -0.4320652 8.7947002 10.0751415 10.6193912 9.2940606 9.6900233 12.2399361 11.1120823 3.2116975 9.9132476 9.0662628 4.4258218 7.6945466 NA 7.8205077 6.9472208 11.3266901 10.7121819 9.6115533 11.0336638 11.0984925 8.3751972 1.1528324 11.4254735 9.0646962 7.6553053 11.0511543 -0.4320652 4.7576687 4.2957598 1.5678375 6.8157701 1.5678375 11.1605329 2.0272602 7.7175894 6.1807108 -0.4320652 NA 12.0623229 10.9040699 11.6033288 10.2094425 11.9561287 7.3816234 10.3982149 6.8396321 7.6122367 10.7264520 9.1243483 12.8681234 10.7972620 0.8897850 -0.4320652 10.1055461 9.3426294 9.4428237 6.0516570 7.8555550 9.5059516 11.8974985 8.2499241 10.8116113 NA 0.8897850 2.9601595 NA 13.8512563 8.5971158 9.4101927 11.5694264 NA 9.4807316 8.6648604 11.8660481 7.5191267 10.4074398 10.4777354 9.6026413 9.1118407 8.4489563 11.5214932 10.8252302 9.1319917 10.4747329 7.4687087 10.1405425 3.0914121 9.8240510 5.4111991 8.0922080 10.7255051 -0.67505000 -0.00263220 0.00166420 0.00180300 0.00083054 -0.00318590 0.00124810 0.03495900 -0.09160500 -0.65984000 -0.68186000 -0.69192000 -0.00263220 -0.00263220 0.00777830 -0.00512040 -0.00512040 -0.00512040 -0.00733390 0.00180300 0.00319100 -0.00318590 0.00316770 0.00316770 0.00027728 0.00360760 -0.00995650 -0.68250000 0.61484000 0.03986100 -0.09009600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.682 -0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.682 -0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.2831609 6.7821608 9.2604578 7.0026789 NA 9.8122062 10.0805828 7.9532519 9.2188940 10.3340234 10.8710522 0.1527675 4.7966600 9.9904328 5.2820876 7.7226607 11.2253841 4.8716219 1.3751785 7.9297863 4.0914036 -1.4320652 8.3193863 7.8942715 10.6380807 10.1462151 11.3603602 7.7452615 -1.4320652 NA NA 9.1546822 8.0616979 9.6893759 NA 6.9941067 8.9275919 9.5922894 9.0845273 9.9292378 7.9941073 8.1546819 10.5162095 5.5451220 10.2578403 9.8630373 7.3816234 4.9772341 8.7785138 7.2957625 13.3146715 10.8747584 9.7699661 13.3041385 11.8946931 6.8110163 8.5479819 10.2331782 7.4504855 10.1281752 6.1147376 12.8445483 5.1528040 11.1322300 0.5678375 NA 9.3409815 8.9198859 11.7474404 8.8299371 13.1912094 8.6685046 9.1243483 6.9814702 9.9580112 9.7797307 13.5621073 11.8080404 11.5085229 12.3487921 10.6711301 1.8897850 11.3725783 8.2402676 10.1962879 8.7009844 7.7772954 9.0904240 12.6052177 10.4558245 11.5134672 6.7073936 7.2188945 8.1658949 10.7025895 12.5418087 8.0496417 -0.4320652 -0.4320652 10.9363488 11.9146330 10.5918981 6.8486129 11.1079703 10.9012772 12.7327492 10.1462151 10.6489929 11.0813232 6.9385293 11.2193426 6.4926544 8.6176908 5.2682809 10.3389191 6.4867063 8.9580112 12.2039832 9.4451264 11.3596157 9.6292134 3.2682847 15.2937278 7.5859871 7.8228710 8.2241778 9.9253944 7.8205077 4.9253966 9.5579463 9.3606327 7.9121385 11.0761323 6.2957634 11.0198261 8.5508360 NA 10.3067790 11.1654294 9.8240510 -1.4320652 11.4027084 9.2455620 1.7377733 9.9531655 -0.4320652 9.3999412 7.5818626 9.1686844 9.6636019 1.7377733 8.7906372 1.1528324 10.4211519 10.8128007 11.4937676 11.3266901 9.6546419 11.1188296 11.0511543 10.8512201 6.1751733 7.6605992 10.3012814 10.5674900 1.1528324 2.0272602 NA 10.7990635 10.2890227 8.7175894 -1.4320652 9.4807316 9.3679332 10.3719734 TCGA-A4-7584 59 0 NA 650 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 6 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6301364 9.1249267 8.4434774 8.3387801 -0.2004153 9.1779160 9.4170886 10.6293440 7.7303587 NA 11.2286539 2.7978223 8.5760542 8.0827095 4.1571731 11.2376333 9.8087499 8.4253301 9.7416298 2.3845748 4.4434807 10.5026596 3.4434740 10.5582608 10.5415095 1.6069633 7.1615653 10.3943750 8.6730652 10.0681632 8.6699859 7.9159654 15.1428069 10.0511036 8.6576021 10.5690459 4.7538184 9.6599322 8.1215491 10.8630163 -1.2002495 14.0409341 3.7411973 8.5132997 8.6776721 5.4720458 8.8817701 NA 9.3911435 9.2237874 12.2839406 7.2994672 15.1401777 3.6576057 9.5201989 8.7080137 11.6605142 NA 3.9289009 13.1447492 12.6441308 8.7303584 2.6069870 7.3426534 11.8068237 9.2216860 10.7929134 7.1483495 6.0757465 8.8535472 9.9430044 1.3846025 10.5507468 8.2692632 10.0260334 10.2121910 9.4216731 9.0066355 11.7069795 9.1789997 14.8243280 2.2590615 3.7996261 10.8474267 10.2859534 9.2026332 10.7693674 2.8870768 3.1215459 1.6069633 13.4525782 6.5478138 10.3599540 12.5971814 9.4667327 9.6860799 10.3986042 2.2590615 8.5087052 3.1919416 11.5605490 10.3628175 11.2432874 10.3039436 9.5309402 6.1833257 10.4046376 -1.2002495 NA 4.7303574 8.9002836 6.5069811 -1.2002495 9.9557042 12.0880547 9.8474268 4.5809836 9.2248371 -0.3364277 9.9120607 7.6069759 10.7084754 12.5859929 3.2590465 9.3939458 3.0475558 4.0850252 11.6348821 8.4773410 12.4880901 11.6003189 8.4878714 9.0066355 12.3496464 9.1090975 9.6753705 9.0463617 7.7596232 NA 7.3542097 10.2347705 -0.1931398 10.4731997 10.3421695 11.1741174 9.0803920 10.3029500 11.0792318 10.6856988 2.2590615 10.3794086 9.2544963 2.8870768 7.5309400 NA 8.7939745 6.4861222 11.9803074 11.0242259 9.9321210 10.4138710 10.6883644 9.5578445 1.7996261 10.5808292 9.1011174 8.4791012 10.7829711 4.2258842 5.9894456 3.0475558 1.3846025 6.3770508 3.0475558 10.9169397 1.1215459 7.6730652 5.6325125 1.6069633 NA 11.5499095 10.6948178 11.8918828 10.8884095 11.3261205 8.4253301 9.3751604 6.4853511 7.1789994 10.6703712 10.1817047 10.2944768 6.9745465 0.3846025 NA 9.6388250 9.0884872 8.8616673 6.9185627 11.1361277 10.3925454 11.5130077 6.0587992 10.0575982 -0.2004153 -1.2002495 -1.2002495 1.3846025 13.0360839 7.9263256 9.1102340 10.7975063 -1.2002495 9.1516645 9.3764363 11.8645323 7.0041924 10.1822452 9.8542256 10.1887147 8.8657104 9.0404125 11.3918446 10.5406667 10.1871000 10.6921641 6.9391725 9.8219890 3.0475558 9.2804114 4.9564610 6.2834366 10.7322051 -0.00678130 0.00360760 0.00000000 0.00166420 0.64708000 -0.00069303 -0.01904600 0.54718000 0.08162000 -0.02013800 -0.02013800 -0.00678130 0.00360760 0.00360760 0.00000000 0.00000000 0.00000000 0.00000000 0.00444110 0.00166420 0.00319100 -0.00069303 -0.01395300 -0.01395300 -0.00135140 -0.00926660 -0.01023800 -0.01711600 0.57202000 -0.05469000 0.08162000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 9.5283920 6.7538171 6.8275269 7.7887033 -0.2004153 8.8038418 10.1062525 6.9703475 9.6174043 10.9851966 10.8791059 7.6134027 5.8108492 9.4720466 3.1215459 7.7567231 11.8299435 3.0475558 1.1215459 7.5172977 4.7065140 NA 8.6513703 8.3054330 10.9862059 10.7711647 10.9455119 6.9645280 NA NA 1.3846025 9.2924758 7.4216727 9.0236230 NA 2.8870768 9.1113694 10.2337281 9.2290279 9.6269640 9.0236230 10.1130712 11.1466889 5.3542088 9.9707980 9.5809810 6.6699863 3.8870865 9.6134024 3.3231827 13.6834100 11.0742905 9.5052536 13.7971535 12.8247608 7.3034465 7.2753545 9.3845837 5.5678070 10.4605084 1.6069633 13.6631300 3.2590465 10.4262428 0.3846025 NA 10.0463619 8.2153631 12.5022268 9.2600772 14.8243280 9.4817379 9.7087642 7.1527685 9.4658451 9.4667327 13.7394300 11.2432874 12.7489920 12.3049366 10.5427726 NA 10.5030923 10.7117620 10.4262428 8.4773410 7.9795304 9.5915981 12.9406906 7.1833257 11.6368510 5.5000595 6.7654061 8.0942419 11.5920048 12.4328435 6.8870841 -0.2004153 NA 9.0320421 12.3883358 11.2851688 7.6388247 11.0599527 11.4746961 12.4845889 10.7711647 10.0151542 10.8774383 2.7065085 9.0248286 5.3231827 9.1833255 6.1571731 9.6989781 2.3845748 8.6372490 12.1493074 9.3436197 10.8223358 9.8697422 2.1215459 15.2781065 7.0225609 6.9289044 8.1705701 11.0699165 5.8657110 8.9919141 9.0115096 9.9327634 9.0163671 11.7098892 3.5000627 8.1854835 6.8385396 NA 12.0522867 10.5822099 10.3756331 -0.2004153 11.8157330 9.8295986 4.1215459 10.2824291 1.7996261 8.7811885 7.3958109 9.2248371 9.3095941 1.1215459 8.5087052 1.1215459 10.2347705 10.5430756 10.9221257 11.9803074 11.1350116 11.5830287 10.7829711 10.4711623 7.7155008 7.0284399 9.1516645 9.8038416 0.7995847 1.7996261 NA 8.4826156 11.2562554 9.4307983 -1.2002495 9.1516645 8.8910567 10.5108580 TCGA-A4-7585 67 1 1070 NA kidney stage iii t3a n0 m0 male 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 2 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.2699906 6.4663726 11.0428404 2.1444380 12.4951835 9.9216257 10.5858803 2.9329494 8.4381968 11.0562456 11.4407357 8.5035956 8.1464928 15.8000470 10.1788690 8.4315277 10.2410405 4.3574394 9.4671927 7.1485376 10.3561122 7.3609708 12.5468758 0.6849982 7.6766771 7.5798311 6.9186331 9.0204039 3.4399023 9.4103797 9.6536802 14.1727594 8.2124905 14.8662704 7.1728535 9.9121361 7.4197234 11.7804105 NA 4.3574394 14.0204388 12.8522748 7.8895849 6.9186331 6.3785012 10.3525686 7.0248637 10.6116801 8.9887943 8.0315270 10.0546108 9.2251416 NA 9.6486321 10.0784040 10.3120914 10.1898325 9.6341106 8.0046856 11.5143002 9.4273229 12.5416336 5.0425655 1.4923660 10.0880255 10.1238053 9.2154199 10.7232467 NA 2.9329494 1.2699906 13.4911100 7.7537917 9.3671303 12.7410585 9.9299719 9.5546073 10.4753620 4.3854517 7.0024257 8.7170591 11.0762571 10.1668130 11.6552938 10.3400970 8.1566889 10.3653730 10.4264805 2.5918948 2.1444380 2.0069443 8.4712830 1.4923660 0.2699906 9.1708429 12.7659976 9.4061127 9.3125474 9.6836040 -0.3149120 9.4171810 7.8871371 9.5565338 13.7400841 8.1028660 8.2774706 5.6038755 6.4919813 11.4152713 9.2328720 11.7809050 10.7658311 10.0751824 8.8797704 11.9305662 9.7777706 10.4569156 9.2202888 7.5553783 2.1444380 7.4163322 10.5151325 6.3349883 8.9576317 9.7850844 11.1793691 10.4552644 9.6594282 11.3712952 10.4260591 3.2085797 10.1753630 8.0957615 4.5179056 6.4531982 NA 8.0359527 6.5429947 12.3841521 11.2460627 10.0125662 10.9663641 10.4737318 9.1728535 4.8347618 10.9320005 9.0046856 8.4859134 10.7080748 1.2699906 5.1607468 4.5676550 3.5919068 10.3758845 2.3854586 11.5412445 2.4923660 8.5003970 6.2997227 -0.3149120 0.2699906 11.3653731 10.5703286 10.8846858 10.6109388 10.7747950 11.2388827 9.1454693 5.8308942 8.7631642 11.1256232 10.3806769 11.2422379 6.1444441 NA NA 10.0741071 9.0600531 8.7671625 4.6850150 13.1221804 11.8709730 10.5265779 6.1992935 9.7463847 -1.3150915 -0.3149120 NA 7.4498849 13.5473119 8.4680118 9.4465648 11.3432250 -1.3150915 8.8736022 9.3314732 11.5495866 6.0687181 9.7362225 10.4846999 9.8429920 9.1070782 9.0403645 11.4488483 11.4494705 10.2793381 10.6867735 8.2085753 9.3432250 5.6622938 8.8065470 4.6586228 7.4242200 10.1942937 -0.00138580 0.39031000 0.00485790 0.00430210 -0.00013862 0.00124810 -0.00650500 0.37134000 0.02034300 -0.00138580 -0.00138580 -0.00138580 0.01363200 -0.39074000 0.00485790 0.00485790 0.00485790 0.00485790 0.00235810 0.38982000 0.00722170 0.00124810 -0.00152430 -0.00152430 -0.00650500 0.00000000 0.00332990 0.00013863 0.31113000 -0.01161100 0.02034300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.305 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.305 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6428411 6.6216519 8.4987946 7.5485800 NA 9.5163207 8.6275280 8.5053840 10.1138971 11.3242773 11.4199348 -0.3149120 6.1607468 10.1102295 2.2699906 7.4663734 11.1243250 5.6038755 -1.3150915 5.6275280 4.1444462 -1.3150915 8.6362983 5.7184356 10.8550543 10.7436817 11.3156378 8.2472558 0.2699906 -1.3150915 NA 9.5186943 7.1279572 9.3512374 -1.3150915 6.9138325 9.322544 10.040365 9.257714 9.881001 9.346792 10.070876 10.901456 5.854938 9.424794 9.672988 7.685014 6.479429 9.928187 6.696240 12.868106 10.744358 9.245346 12.961938 12.882537 7.085893 9.926997 9.436557 8.224172 10.230461 6.633380 12.744020 6.024863 8.874838 3.854943 NA 10.794191 9.378501 12.774960 8.092281 12.541634 9.794191 8.081618 7.715681 11.835078 9.929972 12.996762 11.655294 11.647367 12.990648 10.385887 3.144438 10.868029 10.073031 10.574898 9.232872 8.411232 9.456503 13.207350 11.265743 11.458357 1.684998 6.696240 3.591907 11.876381 12.487833 7.718436 NA -0.314912 9.259607 12.535591 10.990773 6.947109 10.858691 11.380894 12.641753 10.743682 10.327516 10.915634 6.993353 10.139827 5.979634 8.962301 5.371514 10.206123 7.923418 8.657993 12.314131 9.914433 10.959392 10.010881 1.269991 13.201637 8.672121 7.269976 8.190944 11.102075 8.686422 5.144446 9.032635 10.448226 9.280318 10.824885 7.148538 11.996052 9.247256 1.006908 12.156181 10.720500 10.537153 -1.315092 10.807194 9.547651 2.932949 10.176867 6.984221 9.061139 8.038160 9.683604 9.292362 6.734863 9.029309 4.269976 10.515133 10.770486 10.850549 12.384152 11.432577 11.649896 10.708075 10.617597 8.109180 6.751102 9.577556 9.334270 2.932949 4.144446 2.591895 10.432787 10.994478 9.557688 1.684998 8.873602 8.866166 10.271384 TCGA-A4-7732 55 0 NA 582 kidney NA t2a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 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1.387205e-07 9.52380952380952 28.5714285714286 23.8095238095238 23.8095238095238 14.2857142857143 10.4524578 9.1042148 9.3429258 6.4060111 9.6193846 7.6826976 0.7718011 9.5397026 8.9333569 2.9941995 2.6117626 5.6462750 7.0997318 6.0197330 7.7337373 10.3944672 11.4806017 6.8872828 13.0574964 10.6966177 12.3839058 13.9264820 10.6172953 11.4427565 8.2822396 6.4060111 6.9350354 9.2078226 5.9682014 4.7414292 3.4491255 9.3828300 10.7226041 10.2495635 4.3962965 1.1868175 9.1854332 9.2285017 9.9966108 8.6442237 6.1526276 11.6141555 10.0471538 10.7637994 5.6786945 8.7792998 -0.8132459 9.8198379 10.1762372 8.4300168 8.3492339 2.3567636 10.6771922 9.8261835 10.3797519 7.4442306 0.6357080 10.6620796 2.9136650 9.0959708 8.5941103 3.9941995 10.0892178 9.7932479 8.8539542 9.1714035 5.4156607 5.3962965 9.4894817 2.7718011 11.8755301 10.5211160 3.2743064 5.9941973 9.1086836 9.8243733 10.4536292 9.5597078 7.4536295 15.2479818 9.4048003 8.3186996 10.8334014 4.9682014 9.6686422 8.6193848 11.1504613 3.6462779 13.1464825 4.6131073 8.7256911 10.1591045 7.3416611 8.9147630 1.7718011 9.5520715 9.8898811 12.2392409 7.1811960 13.9053884 5.4536295 9.3396093 8.0228932 10.0432682 NA 6.4722457 11.7578842 12.3865151 9.3199850 3.9941995 7.6172955 10.7040200 9.2966733 10.6635889 7.8557275 6.5618821 9.7045120 10.3302259 NA 10.8107242 7.9682025 9.4204624 10.3772847 9.3815996 9.1626907 11.7581711 9.1410391 14.1226984 2.6462779 -0.8132459 10.3815995 9.4347702 9.2434803 10.1497387 NA 0.7718011 0.1868808 13.6295271 11.1190574 10.7533725 11.2888184 7.6503668 10.4716668 11.0884638 4.4347683 8.5727052 5.3365905 10.9682024 10.6390840 11.4093267 10.4377332 9.5877222 7.7904691 10.8807652 5.2092116 1.1868175 3.3567636 9.0816605 6.6786959 0.1868808 10.3441896 11.6874357 10.8343011 12.3760495 9.3592701 3.5087709 10.1256871 7.8557275 10.3849255 9.4312065 3.8307015 9.5727052 7.9583323 3.8872816 10.3852878 7.6131073 11.7960214 12.5752637 8.2008633 9.4465861 12.2865193 8.7104046 10.5667626 8.6806981 8.0165654 NA 7.3365896 10.2264472 2.7825763 9.2273380 9.3276725 10.6990893 9.0587481 9.8680811 11.4480561 10.6691465 2.7718011 10.5531649 9.5484357 3.5791560 8.8907464 0.7718011 8.7201724 5.5962345 12.2460181 10.8212000 9.8601518 10.4618031 11.0284071 9.5199981 1.1868175 10.8180470 8.9682025 7.7490850 10.6513885 3.4347750 6.3057845 2.9941995 1.9941814 6.8803292 2.7718011 10.4011619 1.1868175 7.7433487 6.2861382 NA -0.8132459 11.3397613 10.8405835 12.1097987 11.0133912 12.0282105 6.4906231 8.9231263 7.1264216 7.6866889 10.5764740 10.1359398 10.9413127 7.5575303 2.3567636 -0.8132459 9.7152968 9.4084297 9.1641225 4.9417308 10.2119823 9.4929045 11.2261045 7.2505609 9.9950025 -0.8132459 0.7718011 3.8307015 1.5087836 13.9787687 7.2848750 9.3926360 10.6120586 0.1868808 9.4120500 8.9884541 12.1896577 8.4395080 10.3315009 9.9566805 9.3791355 9.1896578 9.3238339 11.2140576 9.6339259 9.6524091 10.0733014 7.3617684 9.7113844 3.7718011 9.1854332 5.8162003 7.4906231 11.8755301 -0.00595220 0.00861350 0.00709710 0.00277450 1.53400000 -0.00304750 -0.01505900 0.73663000 0.14162000 -0.00595220 -0.00595220 -0.00595220 0.00861350 0.00861350 -0.00083160 0.00819590 0.00819590 0.00819590 0.01042400 -0.00039687 -0.00069303 -0.00304750 0.00000000 0.00000000 -0.00719580 -0.00899060 0.00277450 -0.00484610 -0.02301800 -0.08505900 0.08796900 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 1.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 1.534 0.000 0.000 0.000 0.000 0.000 0.000 9.7604899 6.6706591 7.9350354 7.5540393 NA 9.6390840 9.9028047 7.1664684 9.8261835 11.2068990 9.4629670 7.7337373 6.3057845 9.8689594 4.0448225 7.4489373 11.7825664 7.9583323 2.9941995 8.2008633 5.5266917 2.1868491 8.0228932 9.2542770 11.3545713 10.3944672 11.0663800 7.1116553 1.1868175 0.1868808 1.7718011 9.6995832 8.0664261 8.8907464 -0.8132459 5.8872816 9.3815996 9.9566805 9.3766672 9.4629670 8.6666231 8.8432675 10.5515246 4.3962965 9.5355709 9.0228932 7.1352096 4.3962965 9.4048003 5.8872816 12.9954047 11.7035277 9.7774297 14.3672958 12.6675067 6.9877427 7.9450657 9.6339259 8.2119822 10.3785189 3.5791560 13.8041380 6.7025426 10.5160784 1.1868175 0.7718011 9.9062315 8.4108444 12.2684926 10.2421251 14.1226984 9.0213137 8.6421698 11.4228569 8.3263940 7.6503668 11.8645623 11.4093267 11.8713722 12.1414026 10.3511211 2.1868491 10.4641301 9.7913959 10.5618821 7.6131073 7.7375894 9.7015567 12.7919749 9.0786264 11.4096376 6.5618821 7.0006243 8.5465924 10.7025426 12.7393917 8.9599819 NA NA 8.8942018 12.3809839 11.5030875 7.6172955 10.9354549 11.6028485 12.4716668 10.3944672 10.6966177 10.6172953 5.4347717 10.0299786 4.9147654 9.5542575 5.5618821 9.5597078 5.6786945 9.2609842 11.7635443 9.1569487 11.2230163 10.3460833 3.9941995 15.4608386 7.4102656 6.6297865 8.3506935 10.7356646 7.9974144 -0.8132459 7.5962337 9.7913959 8.9665620 12.3015611 5.6131073 9.8189291 7.6421701 1.9941814 10.8759671 10.8933387 9.9861243 0.1868808 11.7481307 9.5289174 4.6131073 10.2298700 0.1868808 7.6256343 7.1116553 9.3592701 9.5523669 0.1868808 9.4860506 -0.8132459 10.2264472 10.7097871 10.9173128 12.2460181 10.4041946 11.1406754 10.6513885 10.5988833 7.3766672 7.9450657 9.8950645 10.2509117 NA NA NA 8.8521787 11.9222739 8.7064791 -0.8132459 9.4120500 8.0006237 10.4114474 TCGA-A4-7734 53 0 NA 27 kidney stage i t1a nx mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.22410879 6.67254556 6.90663690 10.11006525 8.71126499 -0.33497113 11.13831308 9.91337340 NA 2.78328901 5.17812103 5.96883035 6.22983591 6.51887972 11.37399060 11.78388337 8.98321652 10.81119477 10.94601444 11.79680023 12.89847436 10.85363923 11.58713922 8.78658395 5.71112042 7.77879271 11.16738496 4.61924866 5.67254415 5.47994190 10.46810521 10.68649309 9.75692654 4.64994305 1.24999137 8.43763973 9.69111275 10.02735963 9.15087975 5.91929241 7.76132650 10.81712397 10.31220897 6.09689644 8.70030758 3.91297554 9.39523743 10.39976006 8.15289070 7.50004833 2.25002170 11.16506237 9.83706115 10.64447560 8.19252757 1.98699336 11.09436996 3.77914413 9.70232734 8.70122397 5.64232901 10.15923926 9.91495388 9.28343590 9.71098289 5.22983399 4.87450191 10.27914671 3.60364415 12.56886952 9.69341691 11.59591093 8.64042065 11.15422104 13.10024317 10.09724431 8.58788250 7.26991211 14.69492714 9.64185324 8.49477320 11.22235454 4.67999797 9.77401033 8.23869755 10.31819401 6.47240491 14.25731277 3.24800344 8.84272747 9.39467126 6.88744241 8.62408627 0.40206725 9.68046555 10.57868780 12.15740435 8.07585508 14.41135723 5.86799033 9.38205267 8.95967106 10.42049440 NA 8.41324330 11.54501648 11.88844882 8.49582985 1.98699336 8.13807977 11.38258404 9.74320122 11.74919442 9.85898633 7.76132650 9.69249572 9.78182753 3.12447703 10.24562306 8.92243812 9.64756869 9.39976006 9.11557432 9.22538315 11.56387851 9.30408957 14.85594250 1.78052008 0.66502887 10.41993796 9.09346642 8.33275313 10.86083271 NA 4.66505161 0.66502887 12.79958369 9.94349986 10.13469224 7.09689644 10.12414044 8.96807001 10.12516495 5.37470914 8.44859458 4.34687181 11.96692760 10.18075021 11.75524776 10.93845753 9.13401373 6.25001222 11.11780645 3.88744729 2.60364415 6.78744683 7.93339737 8.73651288 0.66502887 9.66833403 11.72236531 10.17713247 11.21001486 10.21579725 2.98697516 10.11178917 7.39750094 10.48392277 5.90026787 7.65940371 9.31250885 5.75251312 6.38842721 9.31729796 9.07656150 12.46298209 11.75350743 10.22761089 9.19317887 11.54463366 9.00786600 9.62311971 8.87693864 7.55176285 -0.92002462 9.23364005 10.55100097 5.00394848 7.69887688 10.95890523 10.86635753 9.15957268 10.64946888 11.55544136 10.85219622 2.16755062 10.08149609 8.76984148 4.97490554 9.07160984 -0.92002462 9.29258438 7.16755062 12.39961893 10.31310830 8.97642035 10.49714927 10.23932858 9.58043194 2.60364415 10.79690740 8.96120194 8.87125072 11.01193347 5.20937148 3.78053058 5.74542290 1.53953107 6.40201607 3.12447703 10.71126499 3.12447703 8.92322377 5.65729129 NA -1.91975167 11.73270886 10.75494219 11.67102577 11.02571466 10.97623108 7.11351090 10.74784925 6.73701338 9.69387737 11.22251412 10.01819726 11.98142625 4.55582229 0.08011186 NA 10.41547824 8.82239747 9.12721178 -0.92002462 12.68770721 10.89045870 11.05754673 8.18321852 10.49027418 NA 0.08011186 1.66502887 1.40201266 14.98903166 9.12721178 8.86962160 12.21619789 NA 9.51471622 9.28647968 11.85260870 7.30167543 10.73315687 9.94852463 9.49424458 8.77879271 9.21515584 11.78809402 10.10833940 10.16489624 10.49952144 7.44422228 9.96977057 5.06877398 10.43157930 6.16420501 7.10400845 10.49503733 -0.00747200 0.00569190 0.00430210 0.00000000 0.76291000 -0.00263220 -0.01505400 0.70738000 0.06336600 -0.00747200 -0.00747200 -0.00747200 0.00569190 0.00569190 0.00430210 0.00430210 0.00430210 0.00430210 0.01335300 0.00000000 0.00777830 -0.00263220 -0.01078400 -0.01078400 -0.00733390 -0.01045400 0.00058177 -0.00581400 -0.04102400 -0.08213500 0.06336600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 9.91929166 6.22983591 6.86144800 7.43737590 -0.92002462 9.65609982 9.85939688 8.05544893 9.45077535 11.19286133 10.34130132 7.37470827 6.21963901 9.49159900 5.11351298 5.66505161 11.54769346 5.75251312 0.40206725 7.17020049 4.47240329 0.66502887 8.43763973 8.49899476 11.50993005 11.37399060 10.68292131 6.56390400 -1.91975167 NA 0.08011186 9.93105600 8.83414012 9.56037315 -0.92002462 5.42881573 9.7874470 10.3798683 9.0386406 10.4042685 9.5784385 7.8147978 11.7356186 4.7094450 10.9232238 9.2431085 6.2145134 5.0458710 9.8249217 7.9703521 13.6831926 9.5724418 10.0063839 13.8903081 12.5257495 8.5271712 9.5482027 9.9820860 6.7347245 10.6250524 5.2699121 13.8764825 6.8416386 8.1326560 2.7239517 -0.9200246 9.8441301 9.6139044 13.8193148 9.2209176 14.8559425 9.6002155 10.0097162 12.2988782 9.9516082 10.1241404 12.2753063 11.7552478 13.8654637 12.0237016 11.0244340 1.4020127 10.0382781 10.5471839 10.9661655 9.0765615 8.0814962 9.8978710 13.2348665 9.7533969 11.6585774 6.9192912 6.2399593 9.1675509 10.9832166 12.6793615 8.0487550 -1.9197517 -1.9197517 9.6394650 12.7040837 11.7860237 7.6114697 11.3308305 11.6857989 13.2654667 11.3739906 10.9460144 10.8536392 5.7094450 10.0811441 5.5313004 8.6499434 5.0458710 9.9380689 6.0968964 9.9745267 12.7118766 8.7203329 11.6700901 10.8139506 2.4020127 14.9438144 5.9722975 7.0602279 7.4249389 9.9989511 7.8299574 4.9002679 9.5679279 10.0141473 9.5129221 11.7332689 4.7382977 10.3812983 8.0913153 4.5395187 9.4020161 10.5903576 9.5563279 -1.9197517 12.4643995 9.5709387 4.5719437 10.4381896 5.9929768 9.8801789 7.8630861 10.2157972 9.5784036 4.9627295 8.4958298 3.9380693 10.5510010 10.6855675 10.8898560 12.3996189 10.0067545 10.3535921 11.0119335 10.5060905 7.5063528 9.2506390 9.8020415 10.7558244 2.6036441 0.6650289 NA 9.8577542 10.7003169 10.0145160 0.6650289 9.5147162 8.0871154 11.0117488 TCGA-A4-7828 74 0 NA 238 kidney stage i t1a nx m0 female 2011 NA no 40 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 NA NA 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3922152 15.8148524 10.5799817 9.1355451 10.3728629 16.5648368 9.1525105 8.4323131 10.6524138 4.6774237 9.0614754 7.3096937 12.4564227 7.6917812 13.2016148 1.8450283 8.5679112 8.3977041 10.6185321 9.2838678 3.2034988 9.5571315 9.6015257 11.7846951 7.8696198 15.4149376 9.0265080 10.2203029 10.7959516 11.2069344 NA 7.6917812 10.8100026 9.8537485 8.2767437 0.0335111 9.3955134 9.3096939 8.2034943 11.3653262 9.3487191 8.6953477 8.6537895 8.9583819 4.3554956 9.6574510 8.7967820 9.1394779 9.0861376 10.5799817 8.5746662 11.5113202 9.7322741 12.2887457 2.2034831 0.6185206 9.6620151 8.1499655 8.4129479 9.8876587 4.2814980 2.2034831 -0.9663479 13.2919147 2.3554956 10.4801359 3.4258889 8.5254225 9.1628525 10.3723059 2.0335816 6.5881584 7.9039343 10.7482443 10.3264663 11.9327376 10.4629763 8.0503776 6.3096946 10.6679268 3.1210320 3.6774293 7.7750367 8.1833168 4.3189748 0.0335111 10.2472814 13.6452284 8.7095267 11.2252457 9.9650457 1.8409264 9.9913971 7.4930012 10.1219470 6.9993540 7.8790594 9.4493113 10.8489528 5.7478143 8.7817623 8.6899945 11.4107801 11.2122344 13.3777267 9.2059970 12.2484957 9.5443337 9.4248132 9.9913971 5.6917798 0.0335111 8.4702810 11.4188927 8.6667829 6.9910195 10.5264241 10.9676290 10.3599990 10.7691256 11.6222842 11.3006488 6.8344698 10.0949407 8.9022533 5.3734185 8.3096942 -0.9663479 8.8473509 6.9643074 12.5503776 10.2034946 8.8263597 11.1289666 10.0861376 10.1499135 6.5093031 10.7912429 9.3998918 9.1883876 10.3628053 2.3554956 4.2814980 7.6034253 2.2034831 2.0335816 3.2814905 10.4634992 6.0559375 10.6133569 5.9420218 NA 1.3555238 11.4091520 10.6505778 11.2701817 10.6715528 10.9910344 8.9419622 8.1208200 5.7322041 11.7678558 10.8497532 9.9746171 11.6931195 1.0335816 NA -0.9663479 10.1724813 9.2838678 8.9935713 NA 13.3952392 13.1488571 11.5120864 9.1661206 10.3706339 0.0335111 1.0335816 NA NA 13.6480493 7.8759201 9.1959610 12.2098985 NA 7.5294243 8.7635812 10.6611034 6.2719747 9.5967658 9.8025808 9.3038648 8.5862386 9.6288270 11.4619297 10.2575712 9.5736975 11.2106776 7.5334154 9.0711164 7.8569365 11.0545494 4.2214131 7.4747297 10.4172738 -0.00055444 0.00027728 0.00235810 0.00138680 -0.00526100 -0.00166290 -0.00387790 0.00221930 -0.00097017 -0.00055444 -0.00055444 0.01112100 0.00027728 0.00027728 0.00235810 0.00235810 0.00235810 0.00235810 0.00346870 0.00138680 0.00180300 -0.00166290 0.00186730 0.00186730 -0.00387790 0.00110930 -0.00221680 0.00000000 -0.00027724 -0.02520900 -0.00097017 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1243436 6.1525100 10.2749569 8.0483152 4.0779607 9.5163775 8.9657843 10.5614668 8.6935654 11.3640299 10.0087010 1.3555238 5.8664605 9.5688450 3.7340050 7.4970942 9.7139291 10.8489528 NA 5.6917798 3.8409264 0.0335111 8.9329263 4.2034909 10.6154292 10.9917597 10.7345727 7.2332419 0.6185206 NA 2.0335816 9.6953477 7.0942656 8.9731489 NA 4.7884560 10.340201 10.287417 8.088852 11.560069 9.270780 6.775036 10.630225 3.618532 10.474958 9.187122 6.754668 7.681028 9.972414 7.300356 13.160193 10.445081 10.068369 13.215886 12.368681 7.412948 8.679228 10.743515 6.891550 9.607217 9.836893 13.891356 9.402076 9.039194 6.610998 4.203491 10.015850 8.269583 14.188823 8.956897 12.288746 8.844141 7.907014 14.548129 11.851552 8.525423 16.318710 11.932738 11.794705 12.510442 10.630225 3.033564 10.055244 9.472361 11.507529 8.689994 7.323588 10.333922 13.107209 9.092914 11.337350 1.033582 6.271975 8.033569 10.932549 12.034978 7.152511 1.355524 NA 10.795952 12.679678 11.098976 7.305033 10.757230 11.728580 12.702233 10.991760 9.746097 10.427496 6.033571 11.026862 5.077965 9.281497 6.281498 10.037790 6.364487 8.215964 13.261704 8.474439 11.161886 10.190916 1.840926 13.466111 5.895029 7.083418 7.723567 9.920790 9.893881 3.121032 9.061475 9.943463 8.113055 12.217050 10.926492 10.417814 11.871395 5.203495 12.009238 10.676975 10.272571 1.033582 11.211301 9.541364 3.493007 10.364486 2.493007 8.688206 6.747816 9.965046 9.615316 5.300354 9.195961 6.110384 11.418893 10.868436 11.232935 12.550378 10.137513 10.632087 10.362805 11.094941 8.335066 8.578534 10.036385 9.683724 1.618521 1.618521 NA 12.125335 9.785030 9.546310 3.557128 7.529424 7.919266 10.424813 TCGA-A4-7915 35 0 NA 7 kidney stage ii t2b n0 mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 2 7 1 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629629e-07 1.040404e-07 16 32 12 36 4 8.8728521 10.6474211 -0.3654997 8.7416645 10.7321504 7.6651149 -1.3654997 6.7431810 8.9140580 0.2194628 1.8869403 4.4673382 4.3893328 8.2062002 6.8680669 11.1526088 12.4807213 4.1263039 5.5170898 10.3880821 12.1581319 12.4320958 10.7723992 11.2888597 9.6231322 3.9198454 7.9198495 14.2078579 2.7219194 NA 7.0938792 8.6456746 9.0989932 8.8475516 3.4418022 2.7219194 8.6442760 9.4166265 9.0192313 9.4001479 8.9221598 4.3893328 10.7914785 11.6917623 4.4158060 8.4125245 8.8608595 10.0127423 10.2505367 9.6582018 7.0565120 1.4418022 9.0459584 10.0347932 10.6633895 7.7765548 1.2432425 10.4732378 3.8774302 8.3486928 7.2231619 3.8823789 10.1550661 10.4304871 8.0073127 10.1204931 3.5413414 3.4924301 10.4649627 2.6344539 11.5075070 8.0051350 9.6971683 8.4304868 11.4667302 14.1825468 11.5178544 9.8590520 9.5322928 15.4807703 9.4190823 8.6188660 12.3148069 4.3623647 9.5864606 7.4924285 9.1202768 8.7739986 13.3564544 2.4418022 8.6018179 7.4353477 9.0897746 9.2764992 7.2043031 9.7145988 11.5362571 12.7321504 7.9809610 14.2739535 9.0680328 9.8630317 7.3348873 11.3411593 1.2194009 5.6231323 8.8499805 11.2801059 8.1362847 -0.3654997 10.0680328 7.1382728 9.1658288 11.9048888 9.4272378 8.8740460 8.8292042 9.2755961 1.6344539 10.1847132 8.3876641 9.5629659 10.0208489 9.6067093 9.1976438 12.4924634 9.8199424 14.0391233 4.4673382 1.6344539 11.2280720 9.1223075 8.7507914 10.5633359 -0.3654997 1.6344539 NA 13.4798395 9.8548257 11.2953347 5.7533879 9.3572549 9.1162467 10.1957354 10.9809612 7.6623536 10.5216681 12.3245546 10.2647146 11.5453862 10.5995102 8.6951434 6.5944500 10.8295120 4.3623647 5.9105720 5.0094860 8.3435313 9.4084108 -1.3654997 9.2005014 12.6870155 9.3348871 10.4677329 9.6595869 1.0268001 9.1706947 7.5857325 11.3495579 9.7797428 11.9996763 9.2962254 6.0938792 6.8584486 9.5231906 9.2362183 11.6761066 12.0464880 11.9691397 9.8049985 12.6475956 9.6188660 9.2619814 10.7889491 1.2194009 -1.3654997 8.1222876 11.1895158 4.4766733 8.3917707 9.4009763 10.7876828 9.8408514 10.2231621 13.7036874 10.9631224 3.5413414 10.6540382 8.1553607 4.2783045 7.7791054 NA 9.1736062 6.8390186 12.9248983 10.2993391 10.1288030 10.1784459 9.9111535 9.2090410 3.3348829 10.4559106 9.2619814 10.5001807 10.5751280 1.9563913 4.6344481 7.9244663 -1.3654997 5.9920002 2.2194009 10.8912458 8.8632661 8.0459584 7.4517189 9.2005014 -1.3654997 11.4145771 10.3443928 11.5590744 10.6743946 10.9032818 8.8584492 8.4861963 6.9705523 10.0062241 11.5753116 9.9892477 9.6609709 4.2783045 0.6344074 1.4418022 10.2151771 9.7179267 8.4562213 8.6088621 13.6001866 11.9899362 10.3729620 10.6280121 9.7572755 -1.3654997 -1.3654997 3.1580138 -0.3654997 13.1930475 8.7993545 8.9897987 12.1153638 8.1813421 9.8746425 9.2162036 10.8487666 6.0267647 8.6651145 10.3529803 9.6491654 8.4530294 9.7344527 12.5555445 11.1974053 9.9563756 10.7720791 7.3068728 9.0794624 7.5857325 10.6425259 4.7082700 6.2643131 9.9709540 -0.0037881 0.0787270 0.0034687 0.0077783 0.0000000 -0.0027148 -0.0012473 0.5970100 -0.0252090 -0.0365380 -0.0037881 0.0062481 0.0787270 0.0787270 -0.0051227 -0.0051227 0.0034687 0.0034687 0.0128030 0.0077783 0.0096406 0.0136320 -0.0013858 -0.0013858 -0.0012473 0.0034687 -0.6884300 -0.0040162 -0.0111980 -0.0391220 -0.0252090 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2917658 5.9831760 8.3486928 7.9344339 2.2194009 8.9864909 12.8448905 10.6448217 6.8292039 11.5248884 10.5926376 3.3348829 5.4418022 10.1866362 5.2783045 5.3068710 11.0522999 6.0938792 -1.3654997 8.1283027 0.9563541 0.2194628 9.7065801 3.5886487 10.8484113 11.1526088 11.3947724 8.0181518 3.0267647 NA 5.3893362 9.6761066 6.3279352 9.5224295 NA 4.9012338 10.3935034 9.9123160 8.4514312 11.4034588 10.3859915 6.8680669 11.0833380 7.5828149 11.2774017 9.7656614 6.6842956 5.9742976 10.0486042 8.2473161 14.3010598 10.0034995 9.8853379 12.7646158 13.1323616 8.3976597 9.9244663 10.3623679 4.3068747 10.6737092 10.4038721 13.6173073 7.5231910 9.0417153 8.5170906 0.9563541 10.4986335 9.0969497 13.7797826 8.8941908 14.0391233 8.8680672 9.1020529 8.3759143 11.7005366 9.3572549 15.6906618 11.5453862 12.8348863 13.2433375 9.3876641 2.3348829 8.5828145 9.5247117 11.5071223 9.2362183 7.8560345 10.0507172 13.5544280 8.6145869 11.8570884 6.8487669 7.5562884 9.4239811 11.1340442 12.5176635 6.5592593 NA NA 12.1576418 13.0976525 12.1382682 7.4158068 10.4276443 11.7124314 12.5944494 11.1526088 10.3880821 10.7723992 5.5292650 11.9910369 6.3623682 8.8572424 5.4799387 10.0669894 4.4158060 8.1871165 12.2996690 8.5900975 11.0861737 9.8224180 2.0938644 13.2483520 8.1739164 8.9754101 7.6182959 7.6002318 8.1122059 2.8043634 9.0299815 10.3521239 8.2783036 11.6102954 3.1580138 9.9524253 9.5262312 6.1342928 9.8049985 10.8420719 9.9742974 -0.3654997 11.4243886 8.6456746 5.0607132 10.0256911 6.2854984 9.3834788 5.0607132 9.6595869 9.5952314 3.0938813 9.8578459 3.6344423 11.1895158 10.7328086 10.1663163 12.9248983 10.1422421 10.9991293 10.5751280 12.0758355 7.6031144 6.5109651 9.8554302 10.5674003 2.0938644 4.1224491 0.2194628 9.8548257 7.2990724 9.7285251 -1.3654997 9.8746425 7.5798914 10.8539185 TCGA-A4-7996 61 0 NA 506 kidney stage i t1a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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10.3472188 10.6572596 8.1358206 6.8488933 3.9234630 11.3187224 9.7207829 10.4949015 8.1634328 0.8573441 11.4341222 4.7389137 8.8524315 8.6097516 4.4867272 10.9351880 10.0131378 9.4688568 10.1499370 5.2919976 6.8685979 10.4987453 2.3168119 11.7821834 9.7196209 10.4732304 8.1404591 11.2079759 10.5392682 10.9177291 8.7405869 8.6639206 15.6894636 9.5320046 9.1381417 10.3537254 4.6902606 9.7991521 8.0704752 10.3594568 4.0668211 14.2384575 3.0503624 8.0569818 8.6139272 5.2919976 8.9917973 1.6647104 9.1381417 9.6309223 12.5441997 7.7940090 14.4928143 5.2496880 9.5845554 8.7483951 11.5934557 NA 8.4376293 12.8475192 12.4007653 7.9827843 5.7153525 7.4215204 11.8662372 9.3325976 11.0042578 8.9763121 7.6272085 9.2324104 9.7514307 -0.5576669 10.2168460 8.5173666 9.9622973 9.4305448 8.6172592 9.4985196 11.6726762 8.9866538 14.2441260 0.8573441 3.7153553 10.7384849 10.0552510 8.7036448 11.1058915 -2.1424170 4.6255569 0.1792562 12.9595517 8.1565791 10.2625123 10.6385257 10.2807494 9.7211700 10.0981623 4.1792961 8.7947447 5.0957768 11.8254077 10.5647301 11.4514085 10.7947447 9.1815513 9.2011119 11.0581163 5.0957768 1.4423331 5.9234606 7.9126535 4.9554012 -1.1427356 10.1314578 12.0651479 10.0403859 11.5265882 9.9530976 1.7642612 9.8769617 7.1838001 10.3475048 9.7063850 7.0297985 9.0861896 3.9017647 4.3774778 10.2930412 8.6550323 12.3739943 11.6833235 8.4867276 8.8962900 12.0271394 9.3280297 10.3078090 8.5946183 9.1421949 -0.5576669 7.4812521 9.6448654 1.9008765 9.0574113 10.0695632 11.2823245 8.1983336 10.3093547 11.8740921 10.2799613 1.4423331 10.1894075 8.4807676 4.9126547 7.5954634 -2.1424170 7.8907938 7.0045755 12.0678140 10.5578106 9.3701113 10.6777493 10.2105177 9.1843621 1.1793200 10.7737991 8.9866538 8.2291476 10.8806055 5.3003141 4.6517865 4.1241544 3.1427728 8.7620056 3.0668297 11.1570083 0.8573441 8.9554029 5.5285932 -1.1427356 1.9448210 11.4652791 10.7402050 11.0431755 10.8764404 10.9694846 8.2138231 9.7724286 6.9136291 7.6870936 10.8150171 9.8042772 11.2768045 7.0422460 0.8573441 NA 9.9824614 8.8990300 8.9321814 6.6387313 10.9281627 10.7124341 10.2577167 4.2782599 10.0137700 -1.1427356 0.8573441 2.8115738 1.0272956 14.4157318 8.9024481 8.6590793 11.6372954 -1.1427356 9.4926355 9.0502617 12.0025070 7.3552225 10.3285381 9.9966024 9.4849048 8.2561148 9.2318670 11.4236628 11.1390112 10.5655926 10.7960317 7.6550326 10.0858889 3.6122581 9.5716165 5.7649220 7.1027337 10.7065805 -0.00097017 0.00208050 0.02104300 0.00000000 0.59494000 -0.00595220 -0.02246900 0.54436000 0.06522600 -0.01856700 -0.01856700 -0.01490800 0.00208050 -0.04087900 0.00964170 0.00964170 0.00964170 0.00964170 0.02020300 0.00000000 0.00346870 -0.00595220 -0.01574100 -0.01574100 -0.02759100 -0.00998700 0.00291330 -0.04227000 0.53613000 -0.08309400 0.04238900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 9.8608888 7.1005446 8.1311666 6.9970248 NA 8.8410771 8.5759038 8.5644971 10.7246497 11.1895935 11.0917393 6.0422460 6.4460858 9.0747227 5.0881119 6.9368558 11.9843980 3.9017647 -0.5576669 7.5560753 4.2324075 2.0272956 8.5048293 8.1041117 11.0250713 10.8705191 10.7780811 7.4460858 1.8573839 NA 1.0272956 9.5355308 7.7881082 9.3219166 NA 6.0121887 9.7153518 10.2558474 8.7169059 9.5525992 8.7821835 9.2878234 11.5555330 5.5852901 10.4078772 9.8945747 7.1029237 4.4867272 9.7099004 4.9234582 14.1115507 10.3464662 9.8503092 13.7829949 12.0809202 7.7697360 9.2899128 10.0774469 9.7653882 10.3023858 4.9126547 13.2723534 6.5508576 9.2899128 0.6647559 NA 10.5910219 9.9085798 13.0738515 9.0013919 14.2441260 9.4853606 10.2804868 8.5182582 8.9044949 10.2807494 12.7539871 11.4514085 12.2430311 12.2662313 10.8826835 -0.1425763 10.5621392 11.0269828 10.9346874 8.6550323 7.9866538 9.6851106 13.2621466 10.6969684 11.5131230 5.8173726 6.9814919 8.1882877 11.8060119 12.5844937 8.1819453 -1.1427356 NA 9.2291476 12.7006050 11.5383391 7.3023858 11.4561213 11.5655927 13.0032633 10.8705191 11.1371265 10.5893262 6.2105174 9.3482218 6.0570430 9.2038846 4.2149252 10.1085574 5.5508576 10.0263563 12.3410551 9.9616420 11.1388663 10.3282839 2.8115738 14.8202669 8.3598646 7.1194662 8.1123639 10.8919980 8.3229372 5.5227055 8.9435070 10.0017105 9.8245971 11.2212319 7.7012919 11.3917954 6.9234606 -0.5576669 10.1517045 10.1770430 9.7373369 -0.1425763 11.4288865 9.8734827 4.0071148 10.0508963 1.9448210 9.4554234 8.1311666 9.9530976 9.8044599 3.9866567 8.9106181 2.0272956 9.6448654 10.9234601 10.8155611 12.0678140 10.6934213 11.1763373 10.8806055 10.5438715 7.7567278 9.6859041 9.2862544 9.4853606 3.2149174 3.3269256 NA 9.4876381 10.6099795 10.0512042 0.1792562 9.4926355 8.8057381 11.5977841 TCGA-A4-7997 67 0 NA 927 kidney stage i t1b nx m0 male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.06372942 3.90768867 11.63889187 9.65240780 10.62382938 8.28930746 NA 10.68652609 4.89920947 8.30355657 8.16994654 6.09955822 10.85645992 9.89480685 7.59274106 9.42048893 4.04970917 5.82449548 10.87883698 1.21964869 12.39622263 9.74754534 4.72213264 4.38955993 10.33163312 14.58950384 10.64426676 9.29347786 7.72213400 15.34258769 9.40009556 8.42800375 11.46135231 4.64962121 9.33105935 7.48642075 10.69491701 5.54156130 14.21381053 2.07915621 9.36781660 9.67404746 5.92622482 8.97377915 4.47597332 9.29882233 10.36485845 12.50285089 8.15168482 14.00294777 6.77080791 10.65872830 7.35804807 10.33943962 NA 8.16084458 12.23613271 11.69232475 8.06790918 1.50913842 8.32815834 11.06303160 9.63514093 11.08382002 8.95810142 7.54356471 9.80834853 9.24999445 4.50913842 10.37810331 7.71859384 9.65888768 9.85827090 8.90301838 8.90613449 12.23003536 9.06233357 14.48630659 -0.36531381 1.37161462 9.80709889 9.62154679 8.23829773 10.64752867 NA 2.21964869 NA 13.53616686 11.94006817 9.73927009 10.74884753 9.98192370 8.93082277 9.86349002 4.02698592 7.21712697 6.66073328 11.26083670 9.79832112 11.95316526 10.90885538 8.93845224 8.38174539 11.28662002 -0.36531381 1.21964869 5.30709696 7.82119806 7.89048682 0.04977015 10.48068409 12.82871002 10.50195011 11.14081367 9.76309549 2.77925972 9.35006137 7.37388916 8.54368456 11.55985490 8.84168573 8.54855800 5.76395328 3.75014554 10.20800300 9.56442295 11.86829109 12.04229324 7.78441826 8.77251649 11.90486937 9.02125235 9.51118831 9.02698896 6.58886752 0.85702552 8.56343654 10.58498429 0.85702552 8.36720068 9.81084456 11.38816677 10.21147063 9.65888768 11.68065854 10.37276365 2.37164249 10.61123556 8.00212978 3.21963321 8.41493761 NA 7.95960209 7.33279743 12.18541817 10.58814035 8.85625837 10.52366829 10.35833230 9.52948912 -0.95036923 10.59575931 8.60045561 8.34662498 10.74210645 5.73620978 5.08313251 3.25916701 0.63468619 9.35975351 3.13717560 11.21524407 1.37161462 8.96035155 5.74528574 NA 0.04977015 11.34447324 10.37838384 12.23334429 10.88358729 10.76094569 7.64589832 10.23236084 7.75401026 9.94906578 11.10871530 10.12485372 11.37205960 3.72213810 0.04977015 NA 9.92238385 9.03626210 9.11915876 6.27852751 11.60860787 8.63090960 11.13783457 7.80324318 9.55651238 0.04977015 0.04977015 1.95661429 3.13717560 14.75989650 9.30355040 8.93845224 11.53314680 -0.95036923 9.37276365 9.70118220 12.00481389 7.71682015 9.57376078 9.34662520 9.78060358 8.68723954 9.29407274 11.72180272 10.05463158 9.56590139 11.40712343 7.46333718 9.70772390 3.80460087 9.78906767 4.31086358 6.96558806 10.38677323 -0.0042929 -0.0022342 0.6315300 0.0020805 0.6608700 -0.0048461 -0.0044312 -0.0024938 0.0867350 -0.0042929 -0.0042929 0.0077783 -0.0011087 -0.0022342 -0.0062286 -0.0062286 -0.0062286 -0.0062286 0.0126550 0.1099400 -0.0129030 -0.0112170 0.0000000 0.0000000 -0.0058140 0.0018030 -0.0051227 0.0154470 0.6491000 -0.0161540 0.0867350 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 0.782 0.782 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 0.782 0.782 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 9.6881449 6.6827039 7.7622359 6.6377493 NA 8.9177596 10.2023107 7.8728848 9.7920183 11.1159192 11.1256894 3.6042967 6.0720758 9.0511170 3.5732654 4.2196332 11.2977847 5.7639533 -0.3653138 7.3211723 4.6644203 2.2196487 8.5771860 8.0734630 10.7570551 10.9140886 11.0073334 6.3716373 -1.9500905 NA 2.0497005 9.3890023 7.7501489 9.4712478 NA 5.4505877 9.7536124 10.1174793 7.9922235 10.8576675 9.1634512 7.8998958 11.0024501 4.6195656 10.0560350 9.2791286 6.6195641 3.4759798 10.1174793 4.9566003 13.6424871 9.9885533 9.8766546 13.1890204 13.1990273 7.6421658 10.1060079 10.1467533 9.0913679 9.5589891 2.4420146 12.9372627 3.8046009 9.4334131 -0.3653138 -1.9500905 10.2447735 10.2928828 13.2459268 8.9596021 14.4863066 9.0468883 9.3552007 11.4728248 10.4970504 9.9819237 13.8159272 11.9531653 12.5560165 12.4398779 10.6754178 3.3351116 10.2070558 9.3235045 10.9815544 9.5644229 8.0183755 9.4127485 12.8516698 10.3123911 11.6550703 6.0609358 6.7007601 7.8794319 11.2533628 12.7534503 8.7562050 -0.9503692 NA 10.3534897 12.9865308 11.5774242 6.6717604 11.0190954 10.66878254 13.17516274 10.91408856 10.78547642 10.62784564 3.90768867 11.66200148 5.74319718 8.73182575 3.98044580 10.18669999 6.11040501 7.93692939 12.53143078 9.55750353 11.09102579 9.30059943 1.37161462 14.08886358 8.86779579 7.40726097 8.47660243 10.49937345 7.87307616 1.85706534 8.92392197 10.34030378 8.13318846 10.98450547 6.51731507 10.91563547 6.90768987 0.04977015 11.28856142 10.12585641 9.38006554 NA 11.51042076 10.07034169 3.09410092 10.10566917 4.02698592 9.49057815 7.27612068 9.76309549 9.82666828 2.44201457 8.57913941 -0.36531381 10.58498429 10.70277787 11.31985820 12.18541817 10.47229930 10.93120525 10.74210645 10.38621548 6.62713841 7.48642075 9.37163705 9.63654868 -0.95036923 NA 2.04970046 9.85383990 10.27009030 10.09102579 NA 9.37276365 7.93387946 10.83638692 TCGA-A4-8098 73 0 NA 896 kidney stage i t1a nx mx male 2011 NA no 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 2 4 4 1 2 1 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.28657151 10.17877800 4.73767595 0.56774013 9.19710978 9.37618119 9.59196939 7.57524803 5.81568045 11.87704006 10.12872283 11.32430951 1.79014646 11.19102509 3.50634805 9.70303493 9.35347812 8.38580288 8.21880490 2.15270263 9.98911672 10.47514468 10.33979278 7.58641724 4.15271885 9.82716690 2.26672658 8.61214715 7.88063594 5.64100260 10.76456022 9.82278176 8.47063081 10.08634087 3.30471546 4.68323045 10.62167911 0.98280196 12.15161950 10.07686836 9.98771338 8.23071843 10.02308038 10.26240133 10.58270352 9.82592663 8.63742658 14.72662583 10.52340307 7.63384240 10.45497380 5.19224546 9.99261932 6.90165374 9.94496369 1.30474466 12.73224117 2.68322483 10.25699989 9.87229473 7.85315545 8.35129705 0.56774013 9.47564529 8.52194939 12.47163506 7.42987368 14.58834749 5.24957808 9.93623054 6.84697714 11.44017158 -1.01712504 9.13887384 13.84387761 12.20226178 8.72594220 0.56774013 7.81251363 8.12489778 8.00793046 11.01483646 8.59565918 7.31370751 9.03263922 9.23071819 6.53737994 10.46408561 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13.79275976 7.15986125 8.34692543 7.87563694 10.45395786 6.79657180 4.07025192 8.78853466 9.44324651 8.85304751 11.17939286 3.98279284 10.27223331 7.00515855 -1.01712504 10.41794004 10.82238823 9.97218515 -0.01727104 11.10949521 10.09523019 2.15270263 10.08542266 2.98278371 9.18491451 5.92530638 9.00515855 8.77351376 4.23071795 9.04348668 1.56774013 10.83453979 10.62484242 10.88780154 12.22298576 10.27913336 11.05324713 10.85392588 10.47514468 7.63384240 6.48263696 9.67801907 10.46105476 4.84077037 -0.01727104 1.79014646 8.70730460 10.23795502 8.27280938 -0.01727104 9.01345779 7.66929115 10.13887384 TCGA-A4-8310 58 0 NA 780 kidney stage iii t3a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma 40 NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.23859510 11.16920372 10.30698820 10.23137672 10.08397136 6.33235885 1.13270844 9.68427962 8.65820755 -0.86722577 4.17401485 4.71764901 7.38535252 4.49023637 7.02142976 10.88339362 11.77631742 7.29759405 11.79223665 9.68150865 12.00786005 14.09699864 10.97935231 11.04445314 6.76204313 5.32251227 7.60842043 11.46248300 4.26196702 4.30261151 3.03957710 10.62954041 10.66260518 9.90582591 3.83312285 1.71764901 9.12137137 9.29381854 9.75748219 7.99687284 7.01532919 8.29255815 10.27159842 11.60588505 3.03957710 9.00613081 0.13264264 10.67716818 9.28370328 8.57976999 7.45911599 2.13267554 10.56366181 9.66406821 9.97739241 7.63253288 0.13264264 11.21438646 2.73794629 9.00920355 9.23071867 4.45461680 11.52231798 10.12562502 9.37823936 10.34529857 3.99066448 5.47253651 11.06748323 1.13270844 11.72701125 9.88255609 9.80422768 7.25162726 10.57717879 9.84693218 11.04107929 9.91240601 6.99687228 16.13384192 9.68727559 8.74371153 10.89880142 4.83312791 9.17981059 7.60029206 9.86315685 2.59211015 14.23773578 4.41475795 8.07859863 8.85720036 5.15505297 8.71952641 1.13270844 9.26068106 9.58286682 13.26510606 7.62052703 15.11074283 3.77654621 9.21452968 7.87752034 12.23712160 NA 8.56731499 13.65023303 11.58157731 8.44102568 4.13268377 7.56731499 9.87583811 9.65820755 10.85378588 8.27479372 7.05749901 9.40648225 9.63452393 0.71764901 9.85464028 7.43646753 10.33297226 10.43817847 8.82617346 8.67958108 12.05571511 9.06342393 14.20686994 0.71764901 2.30261151 11.04032849 10.33909061 9.70443938 11.03957724 0.13264264 NA 0.13264264 14.04318886 9.42615823 10.31383888 10.98872303 8.83659008 9.44556967 10.72934229 8.43189453 8.47920024 7.47698269 11.19405786 11.65869675 11.46922390 10.00459184 9.17434574 7.74001682 11.49380798 0.13264264 1.71764901 2.59211015 8.42039903 6.27223786 1.45459706 9.76113216 12.19692419 10.49627389 10.62954041 9.02598832 -0.02738086 8.94967033 7.63253288 10.02292814 10.00766800 7.65232300 8.71200245 3.65624465 4.41808873 11.41606444 8.01532974 11.93601056 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7.5660243 10.3142925 3.5927919 13.6513401 5.3935844 9.7379052 9.2212903 5.2332477 8.5193489 NA 9.8272565 10.2144123 12.6914426 7.4768717 14.4072121 4.1491862 9.7923135 8.0789754 10.6499866 NA 10.1626469 12.9258150 12.4048741 9.5994061 3.0902945 7.8628803 11.1644324 9.2834056 11.1657700 8.1812855 7.2195742 9.1473800 9.4122190 -0.4947188 10.1310373 8.0675710 10.1927041 9.6963876 9.4031738 8.9991837 11.0734698 9.1900770 13.9547350 1.8272500 2.0902776 10.2924147 9.3523858 9.4301410 10.7514752 1.8272500 3.4122125 2.8272500 12.5342704 9.1795208 10.9529282 6.9062076 9.3726072 9.5927913 11.0195493 7.0751839 9.0210283 4.0288874 11.3382184 11.2217192 11.5438634 10.4732751 9.5221366 6.5053289 11.0613554 4.5927919 1.5053320 4.8272550 8.4061952 9.0694780 0.5052812 9.7062270 11.7817436 10.1292098 13.2459524 10.3207117 3.9647590 10.4046853 7.5109532 10.6614810 7.8847066 6.4241915 9.1126587 4.5497246 4.6558899 9.8792810 8.7172168 12.0308492 11.5704079 8.4061952 8.8531049 12.2077176 8.7860990 9.6190705 8.3062285 7.9231807 NA 7.9147194 10.0751840 3.5169985 8.0598787 10.4718338 10.6288032 7.7860990 10.2710289 11.8088238 10.6864807 1.5053320 10.1804033 9.0684483 4.4595234 9.1970719 1.0903115 6.5927919 6.9399564 11.4170948 10.8311960 9.1759846 10.4054405 11.0308492 8.9871278 1.5053320 10.8472697 8.8407188 8.2702000 11.2169953 6.5606110 4.4595234 3.5927919 2.3126942 7.1200377 0.5052812 10.3933105 1.8272500 8.5415021 6.3124256 NA 0.5052812 11.5798044 10.5788005 11.9828337 10.9498257 12.2834055 6.9971817 10.3749222 6.2099231 7.6550756 10.3021792 9.8272565 10.2956769 7.7437331 1.5053320 1.5053320 10.3741509 8.5767908 9.2768179 1.0903115 11.0175750 9.1617532 10.5074402 4.9211554 10.7159997 NA -0.4947188 1.0903115 NA 14.3395031 8.5276963 9.4725546 11.7347481 NA 9.5980854 8.5020561 11.5346156 10.0502929 10.4397564 10.0675708 9.3175058 9.0288904 8.8803678 11.4868957 9.8573718 9.8672721 9.9830867 7.1918291 10.2332489 2.6752514 10.5980855 5.6452895 8.4484001 11.0066680 -0.00346270 0.01838300 0.77291000 -0.02671400 0.77984000 -0.00055444 -0.01202400 0.74347000 0.16520000 -0.00346270 -0.00346270 -0.00346270 0.01838300 0.01838300 0.77016000 0.77016000 0.77016000 0.77016000 0.00388540 0.00305220 -0.00166290 -0.00261390 -0.00968060 -0.00968060 -0.01202400 -0.00041585 0.75662000 -0.00899060 0.75005000 -0.03585700 0.16520000 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 10.1237139 6.8362448 8.4566132 8.0006237 1.0903115 9.1126587 9.9178982 5.8063679 10.5207434 11.1599420 10.4159711 2.5053320 5.7147813 9.3648633 5.0599176 4.5053257 11.4073266 4.5497246 0.5052812 7.9931682 4.3126797 NA 8.1273800 9.5387513 11.6657955 10.8317579 10.6235752 6.6138528 2.8272500 2.8272500 2.9647683 9.3940716 8.5469874 9.2685408 NA 3.7532515 9.3029900 10.2551979 9.5781309 10.8295089 8.7767913 9.2817615 11.1437643 2.9647683 10.1337739 9.5980854 7.4883222 2.6752514 9.5053285 6.8716502 13.2603202 10.4638811 9.8328810 14.1386075 12.8983165 7.1635400 8.1163533 9.5151570 5.4360652 10.3578579 4.8628828 13.3987247 4.9971795 9.6951529 0.5052812 -0.4947188 9.6112369 9.5387513 12.6963876 10.4732751 13.9547350 9.8328810 9.5193489 11.0613554 10.0502929 9.3726072 12.2922106 11.5438634 12.4842176 11.7380491 10.6262142 1.5053320 11.1826076 10.0560752 11.0459408 8.7172168 8.3633095 9.7013156 12.6886536 8.3726070 11.1264645 6.0444881 7.6752535 7.9441205 10.8485141 13.0345149 8.5980856 1.5053320 1.0903115 10.4711127 12.3181074 11.4543818 7.0827569 10.8045364 11.7999491 12.3875893 10.8317579 10.4904587 11.1635399 5.2057678 8.5687234 4.8628828 9.0827571 3.6752514 9.9062079 5.6752542 9.6487115 12.6567858 9.6268620 10.9258150 10.6595136 2.6752514 14.6298940 8.6631553 7.0522224 7.8477589 10.4689470 6.1918291 2.6752514 8.8204780 9.7257067 8.7791241 11.2585451 4.7532569 9.0444873 7.4883222 3.4122125 9.5373741 10.4876089 9.7603570 -0.4947188 12.1218772 9.9263412 2.5053320 10.6384706 3.5053320 8.9830865 6.9971817 10.3207117 9.6116689 2.3126942 9.1795208 1.5053320 10.0751840 11.1568286 10.9467164 11.4170948 9.9503433 10.7407444 11.2169953 10.6839932 6.9647602 9.5025078 9.9472351 10.5025078 2.5053320 0.5052812 NA 8.8911907 11.7559939 9.3833792 1.5053320 9.5980854 8.3126833 11.6783809 TCGA-A4-8312 60 0 NA 708 kidney stage i t1 nx mx male 2012 NA no 90 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 NA NA 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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26.3157894736842 26.3157894736842 9.0094975 9.8626324 5.7395646 8.1577895 10.8887715 6.5340943 NA 3.9987642 9.2001559 -0.0805455 1.2470768 4.4739752 7.4701317 7.3829093 7.0121418 11.1334005 12.0757841 3.7267440 9.5882700 9.5514714 11.8354510 16.7609083 11.2611818 10.9323586 8.8894909 5.2592348 7.6336303 9.5767033 5.5632405 NA 4.7267386 9.2185930 10.5099720 10.6050098 3.5043534 2.7267440 8.9610442 9.2070973 9.0396229 9.1030202 4.5918110 1.9193782 9.5165065 10.4424568 3.0068545 11.5940186 1.2412911 9.5668433 10.1708673 8.2503017 7.7491078 0.9193782 9.1116777 10.1512061 10.8281528 7.8352641 5.5845777 11.8417965 1.2412911 8.8081282 8.1506064 -0.0805455 10.7824097 9.4968138 7.9881632 9.8874541 0.5043662 5.5043471 10.3293062 0.5043662 11.3117024 10.5197625 9.3223969 3.4429435 8.3829093 15.2375041 8.2791346 8.7040198 9.2791346 15.0798079 9.1989955 8.4739740 10.6263126 5.0068500 9.0992942 7.5668433 11.4441715 2.2413216 14.1611075 3.6597762 8.0018535 7.8995243 7.8764869 9.5052864 6.1385544 9.9962006 9.0767320 13.2258027 7.7138010 15.3212416 6.8202517 9.1395214 11.5113747 13.4421504 NA 2.2413216 9.1850000 10.5771500 8.7154246 NA 9.5873836 10.0279095 8.7959020 10.8728539 8.6524004 7.3372374 9.5340949 9.2857071 2.5043407 10.3839307 10.6633778 10.5957829 10.5359338 8.9320095 8.8721263 12.0565330 9.5487416 11.8839063 5.4892411 2.0892947 10.2001557 9.2288612 9.0767320 10.5160407 -0.0805455 5.5775950 2.6198355 13.0963372 7.0435064 9.7347682 6.7072873 8.9417528 9.7023831 10.5132429 2.3788168 8.3705959 6.5918110 10.3555760 10.1702755 12.6766208 10.3409238 8.0868029 5.4585428 10.8107890 2.2413216 1.2412911 5.3287754 8.9403650 2.9193782 NA 8.7680079 12.2721181 9.7483148 11.2976798 9.0905618 NA 10.1276194 7.9528082 10.3983922 10.7383665 5.5918110 10.2564493 8.7331662 6.1800703 12.4032007 8.0512421 11.1791282 10.6692544 10.1613681 9.7040198 13.0968824 9.3181286 9.6751070 9.9705939 7.8202517 1.7267440 8.8721263 10.3566169 13.2560742 8.0425491 10.3612917 11.0111509 10.2878914 10.6237209 10.5183679 10.5864965 3.2413063 10.3356548 7.9355523 3.7267440 7.0640432 NA 8.9596748 6.6742728 12.4024450 11.3060558 8.7773661 10.4212221 9.9306123 9.3612918 1.2412911 10.7494128 9.2955104 8.9221999 10.4782840 -1.0806981 6.4662796 5.0068500 -0.0805455 3.0068545 3.7267440 11.3511437 0.5043662 7.1482040 6.6473059 3.5632436 NA 11.7849250 10.7307597 11.2214526 10.8710340 11.2096919 8.7363684 8.9133846 6.2919884 10.1972536 10.7570129 10.2769370 12.2145799 -1.0806981 NA -1.0806981 10.0621302 9.2070973 8.7121751 -0.0805455 10.3540132 12.1067370 11.5354743 7.3538464 9.4816273 2.5043407 1.7267440 0.5043662 1.2412911 13.4543565 7.2366170 8.7251290 11.9707639 -0.0805455 9.2998461 9.1563559 10.8202518 6.7395633 9.4585438 9.9603595 10.4296547 8.8471629 10.0691321 11.7502963 10.0779947 9.5285637 11.0691321 7.8501224 9.7064713 5.0691307 9.6825973 4.4974208 7.8802557 10.4026969 0.00000000 0.00000000 0.00069327 -0.00124730 0.00152550 0.00166420 -0.00332430 -0.00193990 0.00708260 0.00624810 0.00000000 0.00000000 0.00000000 0.00000000 -0.00429290 -0.00014417 -0.00014417 -0.00014417 0.00110930 -0.00124730 -0.00353680 0.00166420 0.00166420 -0.00180140 -0.00318590 -0.00083160 -0.00013862 0.00152550 -0.00277070 0.00013863 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.4854391 6.6675785 8.1931804 7.9800270 NA 9.5183679 6.1092101 7.2817233 9.7023831 11.4379988 10.7019738 NA 5.9637793 9.6742724 3.5632436 6.9854742 9.9760227 8.7331662 NA 8.0357289 3.7773671 -1.0806981 9.2424398 6.0691329 10.7268768 11.1334005 10.9552013 7.9555587 0.9193782 2.7267440 0.9193782 10.1104442 7.8322742 9.2163011 NA 5.1092101 8.665899 10.042213 9.237928 8.827777 10.321864 10.871762 10.421222 2.241322 10.906649 8.879387 6.963779 4.700745 9.814203 4.563244 13.228293 11.748513 9.046089 13.522142 13.201677 5.996201 10.060854 10.124567 5.328775 9.797436 13.203848 12.738466 7.200156 12.162410 9.602379 NA 9.859699 7.133704 12.313580 9.338292 11.883906 8.915152 9.131273 14.826369 8.148204 8.941753 14.294662 12.676621 10.560534 12.669359 10.586497 2.826274 10.138554 8.528564 11.327184 8.051242 8.040919 10.099916 12.983370 8.515575 11.526005 4.345652 6.250302 9.803555 11.903625 12.319597 7.726740 NA NA 10.472054 12.410737 11.281863 7.214005 11.086176 11.6183066 12.2362322 11.1334005 9.5514714 11.2611818 4.4739752 9.4517409 3.5632436 9.7023831 4.5632436 9.2185930 3.0068545 5.2231638 12.0116417 8.7585887 10.8761241 10.2122818 2.3788168 13.9387585 4.7004841 6.3372383 7.4947732 11.4868658 7.1908479 1.5043662 9.0422129 9.8793869 9.7672254 11.6146133 4.5918110 9.4162387 7.4662796 6.8618996 8.3138476 11.3271838 9.9023786 0.5043662 11.0653171 10.0855480 3.0068545 9.1067370 3.4429435 8.6319119 8.0716699 9.0905618 9.7382387 -1.0806981 8.9895061 9.6991043 10.3566169 10.8801110 10.1873421 12.4024450 11.4797178 12.0860188 10.4782840 10.1061182 8.2070973 8.6591657 10.4887659 9.3981545 -1.0806981 7.1625585 NA 8.8397379 10.6454115 9.7210934 0.5043662 9.2998461 8.7105478 10.2965955 TCGA-A4-8515 47 0 NA 709 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA american indian or alaska native not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.3921371 10.9919316 9.9494763 8.3460496 7.3958597 1.6079576 9.7671981 9.5349946 10.4928911 7.5027753 2.4152990 11.5832788 3.6011735 8.6794199 8.0571058 4.3358762 10.8924923 9.8753293 8.3958601 9.7357518 6.0425852 4.6740482 10.3726383 0.9298667 11.4731107 10.2157501 3.5621569 4.6303239 10.7668794 10.1003113 10.4128951 8.5519374 7.8677007 15.7297540 9.1749629 8.7940717 11.1236572 4.5621508 9.2050789 7.9959746 10.8256123 0.1929516 14.2126844 4.2129195 8.1425130 8.6037246 5.0836899 8.8475560 NA 9.3460496 9.6468764 11.5755439 7.5994792 14.9722444 3.6954148 9.7746289 7.3324716 10.4360938 NA 5.1157532 13.5929098 12.5757240 7.9611041 2.6954148 7.4844741 11.0444087 9.2830323 10.8064024 8.5994792 7.4659386 9.0816632 9.6351723 NA 9.6774071 7.5118396 10.2364029 9.2022820 9.7197451 8.8665235 11.2238307 9.1078032 14.7278307 1.9298667 2.6954148 10.8161918 10.5353650 9.1606265 10.7850655 -1.3921371 0.9298667 -0.3921371 12.9968492 10.6051369 10.2322960 12.8126814 9.9627578 9.6503007 10.4763941 2.3083900 8.4690443 3.3628486 11.5230899 11.2946767 11.3222501 10.4056189 8.7577047 6.1157512 10.4364906 4.9829981 1.1928885 5.0673892 9.0024201 6.2445827 0.1929516 9.2670615 12.2507988 10.3736579 11.5596064 9.3611742 2.5148545 9.4321205 7.1157522 10.1275593 12.4021702 5.7059890 9.2336662 4.1315154 3.2518100 11.4005444 8.9720921 12.6709311 12.1525597 8.3477378 9.0436278 12.2026319 9.3384275 9.5838054 8.5208469 9.1216850 NA 7.8558851 10.3316183 1.2096405 9.8980569 9.6557629 11.1728214 8.4088575 10.3536317 11.4285353 10.5759041 0.1929516 10.1231644 8.6351446 3.0002705 7.6632400 -1.3921371 7.3118609 7.0130993 11.7391713 11.0545238 9.7203970 10.8671121 10.6104208 9.1587041 0.6079576 10.8249882 9.0236992 7.9611041 10.7407784 1.9298667 5.6740453 4.4153125 5.1929201 9.0560738 2.9298857 10.9962438 1.6079576 7.1117836 5.3046461 NA NA 11.6807599 10.9486421 11.1936242 10.6516683 11.2208259 8.8014827 9.5766170 6.0504865 7.1315195 10.9031523 9.8700523 11.8169538 9.2670615 NA NA 9.6016035 9.1606265 9.0321237 6.7475082 9.6254617 8.9577916 10.4080484 6.3669796 10.5969971 NA -1.3921371 -0.3921371 -1.3921371 13.8650505 8.5751837 8.4503077 11.0811558 -1.3921371 8.9117380 9.0874042 11.8370766 7.3794468 10.2825911 10.3506878 9.6107724 8.7878667 9.1028130 11.5266343 10.7401358 9.7423837 10.5952214 6.6135817 9.9140191 1.6079576 9.3468942 5.2944590 6.3387328 11.0537482 -0.00733390 0.01335300 0.83805000 0.00332990 0.84692000 -0.00138580 -0.01579600 0.78601000 0.11682000 -0.00733390 -0.00733390 -0.00733390 0.01335300 0.01335300 -0.01092200 -0.01092200 -0.01092200 -0.01092200 0.00388540 -0.03330700 -0.00221680 -0.00138580 -0.00650500 -0.00650500 -0.01119800 0.00069327 0.01084200 -0.00244760 0.80947000 -0.04955900 0.11682000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 9.624069 6.266168 6.777883 6.886406 NA 9.552669 11.565785 6.570332 9.725601 11.213050 10.632058 4.222665 6.042585 9.639314 4.947806 7.297955 11.470982 4.131515 NA 7.389317 3.607958 -1.392137 8.397491 7.523837 10.956827 10.854401 11.216249 6.846362 1.415326 NA -1.392137 9.567959 7.652352 9.054007 NA 4.737238 9.2581116 10.1924501 9.5178505 10.7151745 8.8759146 10.5769841 11.0874851 5.0509021 10.3140217 9.9594488 7.4023734 3.4153125 9.4620466 4.4659353 13.6262445 10.7618260 9.6550813 13.4495709 12.2857871 7.7551627 9.3057939 10.1853863 5.9208411 10.1872734 2.0673978 13.3094263 5.1157532 9.3786213 0.1929516 NA 10.3014444 9.4392647 12.7190115 8.6441310 14.7278307 8.7803849 9.7640406 10.0077693 8.8665235 9.9627578 13.7353069 11.3222501 12.3967777 12.2078703 10.5394337 NA 10.8057884 10.1378759 11.0313360 8.9720921 7.9808222 9.7810098 12.9471115 8.1177324 11.6389642 5.8463629 7.4023734 8.4518783 11.5891679 12.4109785 8.9002790 NA -1.3921371 9.2208259 12.5576018 11.4438085 7.0957979 10.9525307 11.2567644 12.5922869 10.8544011 10.3590830 10.8567745 3.0673806 7.9786447 5.2078694 8.8463620 2.5148545 9.6406920 3.1929201 9.4120884 12.2779453 10.1246423 11.0391938 10.0173484 0.6079576 15.1625463 8.0360032 7.0342223 7.9211804 11.1258728 6.5852375 1.1928885 8.8979761 9.8968234 9.1661294 11.4974614 5.1625444 8.7953095 6.5795015 -0.3921371 10.2992647 10.5795009 10.1073051 NA 11.4335125 9.2979553 2.5148545 9.9808225 0.1929516 9.1206980 7.7190931 9.3611742 9.4915858 -1.3921371 9.1663780 0.6079576 10.3316183 10.6837707 10.6076051 11.7391713 10.8788367 11.1716304 10.7407784 10.8974000 6.8367763 7.8770841 9.3843905 9.9835399 NA 3.5148418 NA 7.8700521 9.8525056 9.7532527 NA 8.9117380 9.1863302 11.0826774 TCGA-A4-8516 62 0 NA 23 kidney stage iii t3a nx mx male 2012 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8826443 9.4593074 11.1114261 7.8908959 9.9760984 8.0879910 -1.1481610 6.9000275 8.6068645 -0.1480012 -0.8494403 4.2442934 7.6721559 5.4813345 7.4103979 10.6569147 11.6406953 8.1281016 13.2523895 10.1379571 12.1483197 14.4427135 11.1798103 11.0077439 8.4849723 5.9709181 6.8235201 10.2741101 5.6333353 2.3114159 3.2442934 9.3307466 10.4643848 9.8943205 2.6593309 -0.1480012 9.0318862 9.3398171 10.1460233 8.1257725 5.5934434 9.3438302 9.7261899 10.7099580 3.7099633 10.1419959 5.4065673 10.4840634 9.2949205 8.3853068 7.6625488 3.0999011 10.0244045 9.7021639 10.4331776 7.1784069 3.0211066 10.9680415 2.9968406 8.8463303 7.6431397 6.0219016 10.9595210 9.3725956 8.7974209 9.1353663 4.4666858 6.9500088 10.0879912 -1.1481610 12.2135096 10.4854264 8.5832961 3.0999011 9.1603159 12.8277354 9.9953603 9.4536270 6.4886018 15.7871075 9.6903932 8.1557578 12.0611257 4.9605024 8.8895240 8.0244045 11.7760472 2.0219061 13.5593901 3.5038957 9.1341041 10.5636440 6.6001701 8.9876864 -1.1481610 9.7723299 9.3052476 12.0697833 7.3438297 13.9162861 4.3438271 9.7831873 6.8963712 10.3666910 NA 5.9180666 14.0785021 13.3105759 7.9889681 3.3755399 7.9126732 10.8860882 8.0975297 10.6701597 8.3256828 8.1603162 9.1477460 9.6018464 NA 10.5764909 7.0807962 9.9261185 10.2938837 8.8434990 9.0405659 11.9192517 8.9670207 13.4991543 2.3114159 0.8519988 10.9640906 9.8694814 8.5576096 10.3453322 NA NA 0.8519988 13.8246876 11.6388592 10.0981238 14.1153196 8.6267640 9.6390634 11.2735159 4.4369414 7.9966351 4.2095313 10.8771166 10.8267501 11.2832056 10.7441403 8.8729571 8.5208618 10.4500295 7.2613681 NA NA 8.8434990 6.1093647 NA 9.0602114 12.6282044 10.1597470 11.6129048 9.4958332 2.7588575 9.6951129 7.8148727 9.8280971 10.5904915 5.1187625 7.7284940 5.2442934 3.4369347 11.4399889 8.3175433 11.6510562 11.7671095 8.6911806 9.3627412 12.7452785 8.9234395 9.9864034 8.1625897 7.1327475 NA 6.8687855 10.2881680 0.8840899 9.7769232 9.4218326 10.9516536 9.3195825 10.4913177 11.0029936 10.6238791 2.6593309 10.1465978 9.1649393 3.0219061 7.5314571 NA 7.3637300 6.0999053 12.1990447 10.9513249 9.0479642 10.2426834 10.4790549 9.2634880 1.4369613 10.8202622 9.1488932 6.4593070 11.1272285 -1.1481610 5.8177614 4.6593309 4.7346175 7.9287925 4.6593309 10.6271757 0.8519988 7.5030291 4.6068627 NA 0.4369081 11.6894078 11.1237318 11.9412620 10.5419750 11.8123410 9.2389172 9.2084070 5.8047764 7.5593358 10.2839969 9.6816998 10.9605015 8.2399942 NA NA 10.2106282 9.1373793 8.4849723 5.1557573 10.8829889 9.2150167 9.8199238 5.8644338 10.4355299 1.4369613 -1.1481610 2.0219061 4.4369414 14.4487491 6.9500088 8.0368522 10.5052700 -1.1481610 8.8826443 9.5065325 11.7706539 7.8003441 10.5866866 10.2928462 10.0448863 9.2040204 9.3155015 11.1090701 9.9473741 9.9552648 11.2748302 7.5314571 9.6866455 2.1738950 8.7558590 5.5183085 7.5276873 11.4163647 -0.0083005 0.0034101 0.7638900 0.7796400 0.9475200 -0.0136770 -0.0143660 0.8231400 0.1748300 -0.0083005 -0.0083005 -0.0083005 0.0068915 0.0034101 0.7638900 0.7638900 0.7638900 0.7638900 -0.0215100 0.8760800 -0.0208870 -0.0136770 -0.8613700 -0.0056757 -0.0143660 -0.0059522 -0.0041832 -0.0067813 0.8009200 -0.0157410 0.1748300 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 9.7376734 7.3357932 7.5696536 7.6938556 NA 9.9287927 8.7115118 7.5569528 9.4312930 11.2064606 10.4854264 6.2528565 5.6848664 10.0143684 3.0219061 6.8463303 11.2832135 5.2442934 NA 7.4556034 4.6333382 -1.1481610 7.9552646 7.2949203 11.1798580 10.6569147 11.3596874 6.9812602 0.8519988 NA -0.1480012 9.9735105 7.8715677 9.0939602 NA 5.4666858 9.2139207 9.9234394 9.2560541 9.2291875 9.0105866 9.2018110 10.7146144 2.7588575 10.3373032 9.2740417 7.7797548 3.6068686 9.2624285 6.5730761 13.2828216 11.1324578 9.6085334 13.8800557 12.1372347 6.3438306 6.9812602 9.8625052 8.8936361 10.4137423 3.6068686 13.3648409 4.8292559 9.8449154 NA NA 10.0325078 7.2270161 12.1824738 9.2938838 13.4991543 9.3950088 8.6300541 11.5513326 9.1580388 8.6267640 12.5252861 11.2832056 12.0921721 12.9540347 10.5332154 0.4369081 10.7603697 10.7211853 10.7745614 8.3175433 7.6463931 9.8449154 12.5884847 8.9287925 11.5411014 6.0807962 6.5244022 8.9644165 11.4434994 12.3553059 9.5226333 NA NA 9.9220979 12.2501863 11.0969146 7.6689608 10.6321066 11.2671906 12.0283060 10.6569147 10.1379571 11.1798103 4.6593309 10.3383093 4.2095313 9.1523295 3.9812590 9.5199755 3.7099633 9.6951129 12.8025229 10.3848199 10.9760983 9.5841444 2.3114159 15.3263326 6.9365202 7.2095294 8.0439984 11.3362964 7.4294059 1.1738950 8.7254211 9.6300541 9.2634880 11.3799427 7.0903813 10.0559367 6.7827139 2.0219061 11.2758808 11.0498080 10.1193489 -1.1481610 11.2065019 9.5030287 1.4369613 10.7095693 2.0219061 8.5713659 6.9072596 9.4958332 9.1733978 -1.1481610 9.7338558 -0.1480012 10.2881680 11.3074995 10.0269027 12.1990447 11.0614304 11.4673767 11.1272285 10.3468326 7.0903813 8.7005999 9.9825476 9.9440735 -1.1481610 2.6593309 NA 9.4265705 10.6746912 9.1419960 NA 8.8826443 8.2613681 11.1108374 TCGA-A4-8517 71 0 NA 597 kidney stage i t1a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.07819138 7.78534718 5.15369186 9.72194763 10.13818488 11.04083190 4.03504320 10.05614590 8.82014896 10.47846416 9.58963579 8.17255052 7.54600851 2.81266251 10.50753471 10.05931593 10.32677675 7.24115470 0.49077548 11.32255621 2.76871366 8.83057637 8.75595076 4.68712229 11.41182354 9.64470064 8.03246841 9.71997793 3.36518860 6.27208666 10.12674680 1.90577448 11.41553892 10.12432723 3.60620531 7.80058157 10.73270166 14.30514200 10.17313581 9.25780739 7.00379560 15.61991552 10.19000970 8.29808136 10.70099189 4.90576485 9.17489049 7.68712369 11.31912740 0.90573598 13.86712319 3.96537796 8.14746138 8.28297441 6.97185275 8.75438681 -0.09418702 9.58875848 9.12372154 13.37432434 7.28946840 14.78140939 5.19116781 9.54108306 8.97454222 11.55995238 NA 7.31939213 13.01698113 13.14834262 8.57464877 4.63368694 7.88017858 11.28892817 8.78228078 10.92570211 8.55860898 6.32361686 8.84240189 9.67642786 -1.09418702 10.55187261 7.59925084 9.62515284 10.47419509 8.85267026 8.71954523 11.89449475 9.59750752 14.10005909 2.49072415 3.22769487 10.83391211 9.74265066 9.07067081 10.83205991 -1.09418702 NA -1.09418702 13.40529842 10.25615065 9.61657035 12.18246996 9.27862903 9.13818475 10.55502006 3.60620531 8.43714533 5.19116781 11.31780444 11.15606234 11.27172271 10.19693464 9.38554428 8.62172589 10.89764000 0.49077548 0.90573598 -0.09418702 9.15131672 6.62686254 0.49077548 8.52231278 11.72933022 11.01461508 10.96510837 9.12129702 NA 9.49260370 7.57818925 10.44841380 11.98741378 6.14416877 8.58875848 4.29807907 4.63368694 11.07850396 8.37336937 12.17868527 11.78592137 8.72753795 8.82714387 12.39008335 9.08442867 9.37438790 9.01428833 8.60620383 -1.09418702 7.82164326 10.23724080 NA 9.87509289 10.18943110 10.79450717 9.33934943 10.53101616 10.93021109 10.69488994 1.49072415 10.32625049 9.31449692 2.60620531 7.76685087 NA 9.28514233 6.76374485 12.05280980 11.38831984 9.26880350 10.36468317 10.75007735 9.40161895 1.71312390 10.94273427 9.03117737 8.57818925 10.64807333 4.60620531 5.70017890 2.22767947 1.49072415 7.44492294 4.33202759 10.81678136 1.71312390 7.46418467 4.68712229 NA 1.22767947 11.83298635 10.78726030 11.58678266 10.98724738 10.81528202 9.46418467 9.17839371 6.49440441 7.16785867 10.42736439 9.96307886 11.23415837 8.93918690 NA NA 9.74339194 8.86576574 8.67394821 4.88304401 11.45651069 10.34663307 10.33412409 4.39729642 10.10604950 -1.09418702 0.49077548 2.49072415 3.49072415 13.52248506 7.66065129 8.76218933 11.00708307 -1.09418702 8.76995021 9.50136649 11.74575498 5.70017890 10.13097140 10.19232167 10.08939937 9.03117737 8.95833202 11.47300706 10.26880361 10.22600040 10.59750743 7.47181826 9.33714665 3.54961989 9.31196896 4.64453121 5.96527175 10.64174299 -0.02456900 0.00374650 0.02665400 -0.01464100 0.84652000 -0.00972250 -0.03272300 0.74214000 0.11433000 -0.02456900 -0.02456900 -0.01890200 0.00374650 -0.01326400 -0.00553750 -0.00553750 -0.00553750 -0.00553750 0.00694350 0.00013863 0.00000000 -0.01216200 -0.01519100 -0.01519100 -0.03272300 -0.02644100 0.00319100 -0.02205800 0.78524000 -0.11717000 0.11433000 0.000 0.000 0.000 0.000 0.836 0.836 0.000 0.000 0.000 0.760 0.760 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.836 0.836 0.000 0.000 0.000 0.760 0.760 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.114 0.114 9.82983418 6.73865436 7.40161937 7.56404657 1.90577448 9.42047798 10.53284174 7.69503685 9.68630372 10.96696969 10.64470064 6.93918661 5.36519560 9.76762633 3.15369186 7.81565676 11.57176596 4.29807907 -1.09418702 7.38554407 5.07569093 -1.09418702 8.42343321 7.64723103 11.02491255 11.17342848 11.04429172 7.22317635 0.49077548 NA -0.09418702 10.02664972 7.22317635 9.24783853 -0.09418702 4.95015577 9.130971 10.101136 9.451694 9.315155 8.941938 10.064374 10.826861 4.520473 10.492135 9.272086 6.987913 3.429321 9.364171 3.606205 13.646230 10.835022 9.224307 13.443043 12.528845 6.776129 7.748114 9.901531 8.148938 10.642166 2.993221 13.465022 5.115216 10.207260 NA -1.094187 9.942624 7.677253 12.317143 8.740235 14.100059 8.956973 9.080690 8.845343 10.316215 9.278629 14.229276 11.271723 12.627397 11.878385 10.311969 -1.094187 10.875150 9.745755 11.043395 8.373369 7.413559 9.733107 12.808327 8.776129 11.394106 5.075691 6.498221 8.640473 11.415786 12.147002 7.936431 NA -1.094187 8.321506 12.363530 11.005753 7.070671 10.898348 11.78745148 12.04563501 11.17342848 9.74102484 11.08722679 3.76374087 9.50008857 4.11521640 9.07819138 3.54961989 9.71392362 4.03504320 8.90857906 11.98373455 9.65227818 10.72354704 9.73627914 2.36518860 15.24097980 8.19315324 6.71954489 7.61928828 10.92187574 7.25891083 1.22767947 9.33517058 9.66065147 9.74496768 10.90611614 6.37336981 10.06878459 7.46035268 -0.09418702 11.83465236 10.63962669 10.13458265 NA 11.39410621 9.41652817 1.49072415 10.47799043 -0.09418702 9.12250966 7.90294364 9.12129702 9.21304442 1.71312390 8.90998426 1.49072415 10.23724080 10.68343022 10.68219693 12.05280980 11.15961140 11.50102143 10.64807333 10.58656295 7.24115470 8.09805683 9.49728622 10.00642623 -0.09418702 1.90577448 NA 8.97856633 10.38134027 9.09682319 -1.09418702 8.76995021 8.39761688 11.11856426 TCGA-A4-8518 48 0 NA 600 kidney stage i t1a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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14.8998451 11.5537062 10.3726520 6.2859330 4.2604021 6.8539233 12.0878549 5.1534852 -0.5468776 4.4974399 9.3970238 10.4324690 11.3145185 4.2604021 1.4530698 8.2700276 8.8259090 10.2993177 7.8918359 5.5615675 3.9766019 9.6279695 11.3565491 5.0968985 10.6135456 7.6478009 10.8928747 8.4072401 9.3249490 7.4698518 2.0380147 9.6770455 9.8740567 9.9941404 6.4303237 -0.5468776 11.5969627 1.4530698 9.4094200 8.2636157 2.7749662 11.8965054 9.5110355 8.1877534 9.7154323 1.7749662 5.8453621 11.4154193 2.0380147 11.2644185 10.8006652 9.4245873 2.4530434 9.0640685 8.9328242 11.7533964 9.3569257 6.1672897 15.7310031 9.8138908 7.9287771 10.4844004 2.9124774 8.2079314 6.0824003 11.2478658 4.2079319 13.4377293 1.9665412 7.8252558 9.6914485 6.3478623 8.2571747 4.4530434 9.4530438 9.3955583 13.7219513 7.5298592 13.6027338 4.0380059 10.0200111 6.9448971 12.5086652 NA 6.8105961 15.6659201 13.4655811 7.7884345 4.7749715 8.1945106 12.6597530 7.3539108 10.6938351 7.9247193 6.8624353 9.6818624 8.9145233 NA 9.6242206 8.5977021 11.2133480 10.9463990 8.6428683 7.9328242 11.9714019 9.5069696 12.3459661 2.0380147 5.6428690 11.2348134 10.7250903 9.1482722 10.8640251 -0.5468776 2.6229772 -0.5468776 13.7347566 9.8171784 8.7499599 13.3443529 8.9785646 10.3904176 11.6743288 4.3599358 8.0896687 7.1741427 11.2204007 11.1835139 10.7922703 9.1342823 7.8918359 9.0622227 10.8766850 2.9124774 1.4530698 -0.5468776 9.2129321 2.6229772 0.4530171 9.4014110 13.0291738 9.8824506 9.6267209 9.4459822 2.5839763 8.1112552 7.2859339 10.8814406 17.3628490 7.9883194 8.7407563 6.1945106 5.7198296 11.7630885 8.6053288 10.9129877 10.9746442 9.1112554 9.2668249 12.8954690 9.6502605 9.7033423 8.7772244 8.3264879 2.0380147 7.1325244 9.9083710 1.4780917 10.8319130 9.7361321 11.3448275 7.8237315 10.0640687 10.9191203 10.3257188 2.0380147 10.1928244 8.9583990 3.4530434 6.8539233 NA 6.4864666 6.1534831 12.2364514 11.8031542 10.0833110 10.5331951 10.8866292 8.9186101 1.0380147 11.1003853 9.4558588 8.5378520 10.5318618 1.0380147 6.1254693 4.7384436 9.2537981 10.1517485 1.0380147 11.4698521 1.0380147 7.0455009 5.0134533 NA -0.5468776 11.6069125 10.7268394 11.1724326 10.4670643 10.8155356 11.9568695 8.8266050 5.7998230 8.1360386 10.1005023 9.3748847 9.8603115 8.9124753 NA NA 10.1732881 9.0361266 8.0566702 5.5615675 9.5977021 11.1443511 8.8410611 5.7911108 10.2700274 NA NA NA 7.4974383 12.6479545 7.8061906 9.0896684 10.8394452 NA 9.3310947 9.4500963 11.1864829 4.0380059 10.6782513 10.7670605 9.7268394 9.0114646 8.8237312 11.2827665 10.8970234 9.8094958 10.5893941 6.7291680 8.5615682 3.4530434 8.5745773 3.1874827 6.5038718 10.9129877 -0.01427500 0.01000600 0.41379000 0.00000000 -0.00968060 0.00055459 -0.00981850 0.38535000 0.09579800 -0.01427500 -0.01427500 -0.00013862 0.01000600 0.00901170 0.41379000 0.41379000 0.41379000 0.41379000 0.00083195 0.00000000 -0.00180140 0.00055459 -0.00277070 -0.00277070 -0.00981850 -0.00207840 0.41346000 -0.00249380 0.38998000 -0.02862800 0.09579800 0.000 0.000 0.000 0.000 0.374 0.374 0.413 0.000 0.000 0.390 0.390 0.385 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.385 0.385 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.413 0.000 0.000 0.390 0.390 0.385 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.385 0.385 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9834501 6.3356869 8.2145950 7.9973127 1.7749662 9.8990933 10.0152862 7.5768547 10.4130458 11.4369815 11.0764681 -0.5468776 5.1254693 10.0455009 2.6229772 8.0932887 10.5964270 6.1945106 NA 4.8105973 2.9124774 0.4530171 8.1707203 5.8453621 10.6416759 10.2012366 11.3735865 8.7384460 NA NA NA 9.8182727 5.9766065 8.8215501 NA 4.8453596 8.3867347 9.6002488 9.7104316 10.3830419 8.4014112 10.8682574 9.9598472 3.4530434 10.3063534 9.3614365 7.2859339 5.3837803 9.3356869 5.5823272 14.2058426 11.2543480 8.5110355 12.7291682 13.0535375 6.6722118 10.1014014 9.2827667 7.3356869 10.2700274 3.2604021 12.4984622 4.7009723 9.2922475 1.0380147 0.4530171 10.9160572 8.2344036 12.6034258 7.6379188 12.3459661 9.0247964 8.8876721 7.7245070 10.9313079 8.9785646 15.2073050 10.7922703 11.2401302 12.3226377 10.0219499 NA 10.6985965 9.3852587 10.3257188 8.6053288 6.5191330 9.4726346 13.0889886 8.4864670 11.3230232 4.9448959 6.9206494 7.5510761 12.3079122 11.5913156 8.5615682 NA NA 6.8367485 12.2179154 9.8259088 5.7749715 10.4754116 11.4632222 12.4353244 10.2012366 9.1672894 11.5537062 4.4530434 8.2245333 4.0380059 9.1792620 5.0677549 9.3778562 5.0968985 7.8105961 12.8752387 9.4288917 10.3524008 9.0695926 -0.5468776 13.7402512 6.4212502 7.0968996 7.7568245 11.7003780 7.1183795 3.3599287 9.0987022 9.6842651 9.6878612 10.7210009 6.1672897 9.7280043 7.5925953 NA 11.1792620 11.0700520 10.0342445 -0.5468776 10.3704159 8.8603117 1.0380147 10.3040120 3.5405109 8.7928937 8.0455009 9.4459822 9.3721307 4.6229713 9.3896817 1.4530698 9.9083710 11.2494891 10.7384460 12.2364514 12.0944183 12.1947215 10.5318618 11.1355996 7.9247193 6.9922031 9.6403959 9.0878548 2.4530434 2.9124774 NA 8.5218222 11.1776131 7.5823272 NA 9.3310947 8.8624347 10.6323309 TCGA-A4-8630 59 0 NA 436 kidney stage i t1b nx mx female 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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8.1920190 7.9293951 5.0565662 7.8379262 10.2786366 10.2299935 3.6415345 8.4828309 6.0292585 10.5879476 10.0107625 8.4540270 8.0811521 -1.2653446 8.4591521 9.6149869 10.3557743 8.0497876 3.3680699 11.3698552 4.2328910 8.1755071 7.7735573 5.8945098 10.9061277 9.2463907 9.4316056 9.8853564 5.0384186 4.8221030 10.4136783 -0.2653446 11.9901094 10.5995981 11.0133780 8.9896667 9.9126556 10.3224156 10.4680772 8.4794719 5.8639211 15.4190443 9.5061276 8.9083152 10.7129911 5.0565662 9.4419973 7.7872059 10.1971404 0.3196179 13.9857876 4.1368804 8.9716806 9.6475275 5.2103733 7.8483801 NA 9.4316056 9.8496492 13.0177265 7.5580051 14.5122726 4.4625563 9.6262320 8.5209078 11.6804477 NA 8.9920260 13.2632754 13.0209071 8.3438169 1.3196179 8.1796529 10.6505175 9.5468154 10.9266226 8.5564122 7.2699130 8.7119182 9.8881901 0.7346554 10.4928613 7.4591521 10.2174461 9.6609341 9.1096776 8.7939827 11.2042011 9.5209078 13.9166832 NA 3.4350818 10.5828698 10.2169419 8.6126890 10.7289915 0.3196179 4.9825647 2.7346338 12.6790757 9.9580366 10.2718566 9.4540270 10.1498518 8.7872062 10.9275473 2.3195890 8.4659573 3.2582023 11.5609880 11.2916231 11.7542288 10.3465851 8.9465265 6.8379256 10.1832706 6.1858487 -0.2653446 4.6888350 8.3025941 5.8639211 0.7346554 9.8831148 12.4678653 9.8786590 11.7208357 10.2458966 4.3196035 9.4246362 7.2930587 10.6270936 10.0672341 4.0921905 8.7735570 4.0921905 5.6191136 10.5383657 8.7680612 12.3215952 11.0630325 8.4591521 8.8392369 12.4016388 9.0463866 10.0136683 8.3910631 10.5168173 NA 7.2463910 10.6738500 NA 9.2443439 9.8392369 11.0700285 8.7980333 10.5548170 12.0193177 10.5679236 2.5419856 10.1456194 8.7650709 3.7346338 7.1397795 -0.2653446 6.2582004 7.0610676 11.7673727 10.6613048 9.6624161 10.8428359 10.3030693 9.3438169 0.3196179 10.8416917 8.9825655 7.9873038 11.3338536 2.6415229 4.9244610 3.1269563 2.3195890 8.2164374 1.7346554 10.8141229 2.1940555 7.2344841 5.9647059 NA -1.2653446 11.6546187 10.9073782 11.6203345 10.8204425 11.4163158 6.6771530 9.6203346 6.6463297 7.5580051 10.6520102 9.9489572 10.7549237 7.2344841 0.7346554 NA 10.6146042 9.3667246 8.7061817 2.7346338 10.9867121 11.5225407 9.9026834 4.6976515 10.3968614 NA NA -1.2653446 0.3196179 14.2187057 8.5274285 9.0429772 11.1961175 -0.2653446 9.5102483 8.7736667 11.8459368 8.3456629 10.0633131 9.8260735 9.3336212 9.4701942 9.1482661 11.2439183 10.7043844 10.1242695 10.4986803 7.3120670 9.8735498 3.2582023 9.8121215 5.3879863 7.6779733 10.6157521 0.0000000 0.0081515 0.7434700 -0.0160170 0.7389100 0.7497500 -0.0245240 0.7421900 0.1784500 0.0000000 0.0000000 0.0000000 0.0081515 0.0410340 0.7463200 0.7463200 0.7463200 0.7463200 -0.0202930 -0.0160170 -0.0232680 0.7497500 -0.0041546 -0.0041546 -0.0245240 -0.0120240 0.7389100 -0.0071958 0.7465100 0.0068044 0.1613700 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 9.8869229 6.9095643 6.5926185 7.9179508 NA 9.6294559 9.6332396 6.5730230 10.7912758 11.0805146 10.6203345 1.9045804 5.8843855 9.5347291 4.5926185 7.0700286 11.9015858 4.0921905 -0.2653446 7.3784943 2.4350685 NA 8.4263818 8.2224781 11.6317065 10.9238450 10.5719506 7.0789343 2.7346338 NA -1.2653446 9.5871677 7.6172808 9.2834600 NA 3.9440901 9.1365841 10.3345510 9.1258817 10.0982253 8.8061004 10.3350157 11.2500916 3.6888294 10.5456114 9.4945262 7.4659573 1.0565835 9.8161216 6.7061810 13.7455595 11.1145579 9.7090528 13.7651328 12.7019544 6.8792965 8.4642590 10.4957738 5.8843855 10.5484193 3.8220979 13.1916983 4.4070604 10.3608034 -0.2653446 -1.2653446 10.4259455 8.8945095 12.5294601 9.6631565 13.9166832 9.6385199 9.6705398 9.2354801 10.7597777 10.1498518 13.8002646 11.7542288 12.0714236 11.9154797 10.6975342 -0.2653446 10.9724456 10.6822751 10.6411529 8.7680612 8.0700286 9.7680611 13.0273192 7.6946400 12.0174355 4.0565662 7.3784943 8.4625587 11.7085148 12.5660443 8.7472625 1.5420104 -1.2653446 8.6698031 12.1648293 11.2906627 7.1981621 11.0545924 11.5842387 12.5642618 10.9238450 10.6953641 11.4407024 4.9045612 7.4591521 4.7790338 8.4211387 4.2582023 10.0916402 3.6415345 9.7817620 12.6097894 9.5871677 10.8447951 9.9151689 1.5420104 14.7609670 6.9695039 7.7708119 8.0072914 10.6786180 5.7790312 1.0565835 8.9538065 9.7535337 9.2324900 11.1538083 4.4625563 8.8339859 6.6172808 3.1269563 9.9772168 10.3649053 9.7040247 -1.2653446 11.2171940 10.2284936 0.7346554 10.4363778 1.7346554 9.0689115 7.8457735 10.2458966 9.3952580 1.0565835 9.5603919 -0.2653446 10.6738500 11.2846634 11.1113062 11.7673727 10.7628895 11.2362266 11.3338536 10.6635265 7.5769884 9.4402706 9.5785591 9.9495643 -1.2653446 1.5420104 NA 8.5516218 11.0051291 9.6482756 -1.2653446 9.5102483 8.1118488 11.4555236 TCGA-A4-A48D 84 0 NA 379 kidney stage i t1b nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma 20 1975 black or african american not hispanic or latino NA NA 1 5 NA NA 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838047e-06 7.629629e-07 3.94736842105263 25 22.3684210526316 27.6315789473684 21.0526315789474 7.2476779 11.1508162 10.7823301 11.0727673 9.9995550 4.9808890 -0.6040598 10.1229472 8.1032878 NA 2.8540555 4.2539061 8.2445517 5.9037228 4.7178573 10.0505647 12.1578954 6.9958418 10.6743781 9.3945191 11.8875313 14.0817325 11.6304467 10.3103138 8.8158889 5.4182979 6.8797450 12.3307253 5.0963673 NA 3.2032795 9.7936033 10.3237066 9.9837062 4.2539061 -0.6040598 7.3902825 9.3384431 11.6322419 8.2632072 4.7534815 4.8221948 9.1067351 10.3355079 5.9958418 13.6076649 11.2465062 11.0424874 8.4265956 8.2288187 7.6533166 4.6438562 11.0041835 10.2437690 9.8584310 6.2539099 2.8553519 11.4479906 1.3959402 8.6743780 7.7753067 1.7178683 11.5281071 8.9902532 7.2351325 9.7788336 0.3959402 8.0754086 10.9543494 0.3959402 10.7201092 10.5526438 10.1960196 1.7178683 8.4647071 9.3043212 10.9229169 8.9581710 7.2161075 15.8311594 10.3674722 7.4512111 10.5826619 3.6438562 7.7709684 6.2414188 11.6833525 1.3959402 12.5606785 1.7178683 8.9836874 8.8877817 7.6533166 8.2967956 4.4833902 9.6521374 8.2192958 11.8061150 7.2601151 16.7217639 3.0963631 9.6353720 6.8053195 11.4797404 NA 4.1508196 15.5298736 13.5079609 7.9581710 9.5696058 6.4833918 11.6697243 8.1870917 10.5155183 6.2032834 7.3846137 8.1474726 8.8010700 1.7178683 9.4416883 9.3310936 10.7008504 10.3544814 8.5956010 8.7774717 11.6373816 9.9076813 12.1363419 0.3959402 5.9194903 10.5380357 9.4512111 8.7335506 10.3207412 NA 0.3959402 -0.6040598 13.5486096 11.6621296 9.0998322 13.4959339 8.4700703 10.5658537 11.9764228 4.0963715 7.7666164 6.3732080 10.0433872 11.2303997 11.1987439 7.9428230 8.0894155 11.0129369 10.7774717 4.5252107 2.2032951 0.3959402 9.5367585 2.5658652 NA 8.5226333 12.5464693 9.8116704 10.9047139 8.8676040 1.7178683 8.2288187 7.8430121 9.4567191 12.3645955 6.3028198 8.4375877 4.2539061 3.9194926 11.4203758 7.8716619 11.6999947 11.1972329 9.2016726 9.1272476 13.4565402 9.5671054 9.4754134 8.8655706 7.3789225 NA 6.8221935 10.0612647 2.2931645 9.3319040 9.7122102 10.7984079 10.8016020 9.8367979 10.4464575 10.8847730 1.3959402 10.0406863 8.0830245 4.5658530 7.2724460 NA 6.8221935 5.6813312 12.1466357 11.6577298 9.6175158 10.7014205 10.4050575 8.6509573 0.3959402 11.2329652 9.1968286 8.1238493 9.7753071 -0.6040598 4.7882472 4.0397876 1.9809027 6.2907469 3.0963631 11.0397849 0.3959402 8.5303548 4.8553619 NA NA 11.3742817 10.7368914 11.0867997 10.4633630 11.1620435 10.2437690 7.4727444 5.8109109 7.9921186 9.8169416 9.1238490 9.9457133 5.5456750 NA NA 10.2024783 9.2785717 7.2097097 6.0397854 6.9194903 10.7156008 8.7402247 6.9772044 10.2359198 -0.6040598 3.3028162 NA 2.3959402 13.9032278 7.0179809 8.6533166 10.5589493 NA 8.6247472 8.9743392 10.5583200 4.8221948 10.2562397 11.1101742 9.4833916 9.3746392 8.8491993 11.3867418 11.0841790 10.0188956 11.2149102 7.5148695 8.5256496 4.0963715 9.0824293 2.3959402 7.3086985 11.1976370 0.00648920 0.00746300 0.48264000 0.49939000 -0.00363790 0.00162740 -0.00460630 0.00899420 0.10333000 0.00913350 -0.00586210 0.00390000 0.00746300 0.00746300 0.47801000 0.47801000 0.47714000 0.47714000 -0.01284400 0.49939000 -0.00709430 -0.01509000 -0.00031409 -0.00031409 -0.00557420 -0.00031409 -0.00640350 0.00593300 0.93625000 0.01122400 0.10333000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.936 0.936 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.936 0.936 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7763898 7.4182962 7.5558001 8.3497757 NA 9.4444155 8.9155648 8.6927762 10.9846433 11.7278953 11.1344432 3.2032795 5.5658530 10.3288816 1.9809027 6.9194903 10.1549846 4.2539061 NA 5.9037228 2.3959402 NA 8.4754137 4.0963715 10.7385257 10.0505647 11.4475047 7.8877817 -0.6040598 NA 0.3959402 10.2907465 6.8471401 8.9995550 NA 5.5456750 8.6951367 10.0859266 10.0115583 10.8269039 8.4321021 10.4210682 8.6247472 1.9809027 9.6732161 9.4252159 7.0894155 4.3501224 9.0271057 4.7178573 13.1846470 11.0885442 8.5329196 13.0357216 13.2415579 5.9194903 10.1127481 8.8242889 9.9958415 9.7257250 4.3959265 12.5177859 3.9808936 9.2382791 NA NA 11.1537354 7.4939611 12.1670054 7.6720533 12.1363419 8.7246035 7.8471401 11.0375289 10.3753539 8.4700703 14.3378933 11.1987439 11.4410058 12.6997094 10.2192960 NA 11.5667926 10.1944004 10.7584204 7.8716619 5.8553594 9.8604745 12.5507468 9.4348477 10.6533165 1.7178683 5.8877811 6.8877823 12.3521233 11.8681118 8.0541403 0.9809027 NA 6.5456765 12.9296234 9.0124776 5.5857528 10.3088181 11.8282096 12.2202908 10.0505647 9.3945191 11.6304467 5.2785721 8.6150973 1.7178683 9.1789270 5.2785721 9.3340379 5.9958418 6.6905498 12.6120682 8.0718855 10.4814012 8.9389606 1.9809027 14.7010285 6.1388779 7.0963683 7.9006284 11.1449601 8.4182966 5.0397833 9.1524849 9.6662240 9.0581341 11.2785717 9.3472134 11.4116922 6.7357780 4.6813312 11.9679183 11.3544814 10.7595159 NA 10.7178567 8.0397849 1.3959402 10.4314152 2.9808844 8.5658538 6.7709678 8.8676040 10.2635318 3.3028162 9.3717766 1.7178683 10.0612647 11.3955764 9.8726749 12.1466357 11.3803471 11.4447561 9.7753071 11.0014082 7.9733576 7.7313190 10.1110327 9.2351325 0.9809027 5.0106366 NA 9.1608002 11.2288147 6.3384440 -0.6040598 8.6247472 9.9253592 10.2709100 TCGA-A4-A4ZT 71 0 NA 516 kidney stage i t1b nx mx female 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387205e-06 2.774411e-07 14.5833333333333 14.5833333333333 18.75 31.25 20.8333333333333 9.6732175 10.3883253 8.8734770 6.7370729 10.1987011 9.0829801 NA 5.3932171 9.4418461 -0.7468578 2.3474956 5.5386592 6.7126893 6.7289912 7.3300725 10.7669849 12.1499681 8.4231823 12.6782108 10.2721529 12.2190416 14.3379785 11.4288068 11.1038348 7.7451102 5.4030052 7.2588816 10.9799523 5.7451109 5.5011843 5.4231815 10.3146284 10.5576086 10.0031267 5.6282953 NA 8.9657843 9.2602845 10.0806000 8.6019854 3.8971145 6.9043095 9.9752109 10.5780004 6.9327368 10.1359004 7.4964312 9.5841743 9.9221422 8.4700032 7.3460146 2.0606008 9.7787781 9.8522403 10.9436919 7.6239444 3.6455749 11.1192689 3.5445719 9.7699423 7.7846388 4.8679656 11.1825157 9.3433696 9.5931072 9.0973667 3.9536936 6.4627100 10.1608991 0.2532632 12.3107414 10.1127921 9.7709266 7.7370729 10.3519408 11.6831870 10.3446927 9.2698986 6.8826137 15.4741835 9.3539196 8.2074537 10.9523959 4.2074556 9.1236220 8.0048014 10.9007157 3.0606181 13.9747303 3.9636498 8.8060801 9.9078934 7.4820762 8.4820758 2.0606008 9.6380411 10.0971783 13.0325663 7.2305374 13.4736318 5.0606138 9.9840755 6.5570378 11.1170564 NA 6.7044681 13.6557365 13.6874294 8.3031058 4.5011843 8.2333968 10.4473985 8.8325733 11.4793684 9.3354064 7.4772588 8.6941266 9.9769182 0.2532632 10.6304678 7.6498619 10.1869479 9.8716428 10.0971783 8.7471128 11.7478829 9.1987011 14.4956871 1.8382257 0.8381854 10.6108093 9.5672739 8.5729294 10.6631785 NA 0.8381854 2.0606008 12.9989316 10.2693691 9.9336167 13.6024694 9.4156486 9.5247204 11.1541241 2.7126838 8.3112488 4.4231815 11.4949426 11.0557737 11.9006123 10.4393715 9.3247197 7.7491125 10.3078617 3.5751913 -0.7468578 3.5751913 8.1898952 7.8231131 NA 10.6396587 12.3093869 9.7228990 11.3220356 9.7350567 1.8382257 9.7390866 7.8382200 9.4819318 9.6184861 4.8679656 7.6668851 4.5751852 5.4341612 10.9497902 8.5774379 11.9747837 11.7090982 9.1601480 8.8181498 12.2301794 8.9794755 9.9132531 8.6217636 8.9777710 NA 8.0411597 10.4030044 2.0749506 9.2939305 9.8935022 11.4925574 9.4219293 10.4572170 11.2648340 10.5678405 4.0081462 10.3400569 8.9505203 3.8382156 7.9256826 1.2532632 9.0971783 6.9879666 11.6886671 11.1104607 8.8642821 10.1854720 11.0081448 9.2305371 4.1601457 11.0538337 8.9309768 8.3669992 11.2208438 3.0606181 5.5011843 6.0214420 3.5751913 7.6282968 4.0081462 10.6014322 0.8381854 7.8531704 4.9536983 NA 0.2532632 11.5162330 10.7436068 11.9355936 10.8339870 11.3947259 8.8306860 9.9051789 6.6833750 8.2783970 10.5558962 9.7610519 11.7991871 2.9536936 -0.7468578 NA 10.5426998 8.5684069 8.4748444 3.1601457 11.9970398 10.0678397 9.8240617 5.5759053 9.9185932 -0.7468578 -0.7468578 0.8381854 NA 14.4119064 8.1143441 9.0197861 11.5023707 -0.7468578 9.4639287 9.2442406 12.0251594 8.0573885 10.2532573 9.7013735 9.6920491 8.9168155 8.6647683 11.6431574 10.1972372 9.9913495 10.2894309 7.4181638 9.8642821 4.7451082 9.2839243 4.9174556 6.4030052 11.2921763 -0.00443120 0.71095000 0.75223000 -0.01993400 1.41410000 -0.01752900 -0.00691950 0.76830000 0.20824000 -0.00443120 -0.00443120 -0.00926580 0.71095000 0.71095000 0.75223000 0.75223000 0.75223000 0.75223000 -0.01601700 -0.01993400 -0.02342900 -0.04156700 0.00124810 0.00124810 -0.00691950 -0.01298900 0.00000000 0.00082005 0.78913000 -0.00069303 0.20824000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 9.8457143 6.3193470 8.1721204 7.4334152 -0.7468578 9.6647683 11.8403316 7.6035774 9.8344579 11.0362023 10.5141768 4.5751852 5.3617824 9.5467290 3.5751913 6.8826137 11.7853697 4.5751852 0.2532632 7.9150356 3.9536936 -0.7468578 8.1691368 7.7885324 11.2603897 10.7669849 10.4827190 7.0476736 -0.7468578 NA 2.0606008 9.7259482 7.2976518 9.2447791 -0.7468578 5.7126893 9.3193465 9.9114688 9.0263965 9.6930882 9.0362555 9.7106382 10.9722182 2.0606008 10.2574778 10.1412394 6.9536971 4.0081462 9.4566054 7.8494470 13.5473036 10.1397159 10.1174434 13.4921844 12.1519777 6.4522429 8.1236222 10.2197628 8.7511092 10.3760853 4.8679656 13.2102686 4.6108063 9.9052059 2.4231748 NA 10.6568019 8.5501734 12.0904910 9.5593190 14.4956871 9.2935471 9.3915291 11.0738352 9.5328678 9.4156486 12.2403436 11.9006123 12.2969682 11.5777191 10.2832346 2.2532632 10.6695271 10.1876854 10.7239162 8.5774379 8.3166522 9.7865871 12.7982217 9.4712149 11.5774378 5.5931087 6.1957708 8.6647683 11.1263168 13.0222686 9.3447852 -0.7468578 NA 10.4820759 12.1318830 11.1883929 6.9327368 10.7914462 11.6415437 12.3793164 10.7669849 10.2721529 11.4288068 6.4030052 9.4055421 4.1112400 8.6086082 5.2305374 9.6930882 6.9327368 8.3031058 12.6643670 9.7380801 10.8661257 10.1104607 1.8382257 14.7968933 5.2178860 6.8001518 7.8472459 11.1240073 7.3928085 2.7126838 8.9760649 9.4844785 9.3098949 10.8339870 7.1112379 10.5299633 7.6583986 6.8605879 9.7320270 10.6821408 10.0378921 NA 11.2966264 9.2089071 1.8382257 10.7590688 3.6455749 8.5684069 7.2419422 9.7350567 9.3306205 1.8382257 9.7620425 4.0081462 10.4030044 11.2078172 10.1683897 11.6886671 10.5212144 11.1987011 11.2208438 10.4467827 6.6369610 9.1267014 9.8457143 10.0750313 NA 0.2532632 NA 9.6401976 10.9275113 9.2175981 0.8381854 9.4639287 8.3617820 11.4278710 TCGA-A4-A57E 59 1 258 NA kidney stage iv t2a n0 m1 male 2011 NA no 90 kidney papillary renal cell carcinoma 50 1968 white not hispanic or latino NA NA 3 5 4 1 4 4 1 4 1 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.768687e-06 6.589225e-07 20 21.4285714285714 11.4285714285714 34.2857142857143 12.8571428571429 8.6269275 12.0124716 9.7762081 8.8820567 9.1424464 5.7141109 2.8336997 2.9435088 7.6457247 NA 2.5002412 5.8336947 5.8499943 7.0537424 8.0502187 10.3987091 11.0664415 6.6780423 11.8603428 10.5297126 11.3328147 14.4249579 10.2893944 11.2380610 8.0360401 6.0885084 6.5739349 11.1362286 6.1424461 -0.6257117 5.2322425 9.1976293 8.3770769 9.7427684 3.0746938 1.9592137 8.1556217 10.0440329 9.4497411 6.1021815 8.2071520 10.9187435 10.3672002 11.4021679 0.9592508 8.6665837 5.0181178 11.2920069 9.2197520 7.6826007 8.3138413 2.3742605 9.6492224 10.2622440 9.4076850 7.3167766 5.8172062 10.5627766 1.5084794 9.8130537 8.3371580 5.7141109 11.6791836 10.2244488 7.9999707 10.6614317 1.3742883 5.4827870 9.9172938 9.1976293 11.1055810 9.5591373 8.0712296 2.8336997 9.9639131 10.4557454 10.7552641 9.5897949 8.5441871 17.1425690 10.5429341 8.3458053 10.9760327 4.6221866 9.3313640 7.7878902 11.8870024 4.2322463 11.8775908 2.0923428 7.9164426 9.9017390 9.1703017 8.6269275 2.1816115 10.1055809 8.1089713 13.8063470 6.6410489 14.4609845 6.7921148 8.7387688 6.8254727 11.9983720 NA 5.8172062 13.7067181 11.9592244 8.9498013 0.3742883 7.8661148 9.7163366 9.5214670 10.8469528 7.9326825 7.4617250 8.6711780 9.6596642 0.3742883 9.6316498 7.4722944 10.0781655 11.1539813 8.7579663 9.8306163 11.7395728 9.8810653 12.7351090 NA 1.9592137 11.4925542 9.7931687 9.8530316 9.7751414 NA 4.6596620 2.6961942 14.3338564 7.6734702 10.9134207 13.2754117 7.9778884 10.5460642 9.9007612 4.5441886 8.7340115 9.3924621 10.5048325 10.8161686 11.1282349 10.3349880 8.7942222 8.7207757 10.5163690 4.0747024 0.3742883 NA 8.7229902 3.4617250 -0.6257117 8.7514724 13.0547314 10.2361242 10.9139054 8.5441871 -0.6257117 10.2306875 7.4510776 10.4921907 8.2599584 8.3429289 7.7751414 4.5837176 7.3721189 10.8428860 7.4403509 9.7129982 11.2990744 9.4590703 9.6527115 13.0583530 9.0885074 10.4097484 9.6492224 8.3226290 -0.6257117 6.4510776 10.0885075 7.4146066 9.5564329 8.6030807 10.9875910 7.3400459 10.2975895 11.0773004 10.7416767 2.6961942 10.9226022 8.0509593 3.7665846 4.8978261 NA 7.8418675 5.9134208 12.6838804 10.7351090 9.4049291 10.5208306 9.8631064 9.1848334 1.3742883 11.2507328 9.4983833 5.4827870 9.4893055 NA 5.3050001 3.3742605 5.1556197 7.5885812 3.1816115 10.4722940 3.8336896 8.8377862 5.0747024 NA NA 11.3962829 10.8736096 10.6769008 11.0533021 11.5335026 10.0642599 8.9056433 6.9655223 8.3714412 10.3138411 10.0833457 9.8590848 NA -0.6257117 NA 9.5150917 9.6398770 7.8418675 NA 10.7362057 9.9723144 9.5885810 7.2550087 10.1299841 NA 0.3742883 NA 0.9592508 12.1163608 6.0324734 8.0987759 10.4138664 -0.6257117 7.6126665 8.8763579 11.4373199 6.3167757 9.4063077 11.1482253 9.0342578 9.2916339 9.5176452 11.6093786 11.1136207 9.4893055 11.0045291 8.0607624 8.0919383 4.3284559 9.5022562 5.2071510 7.2342934 11.5019339 0.0032894 0.8683100 0.0396190 0.8237300 0.8046100 0.0195030 0.0024969 0.6993300 -0.0404800 -0.0419740 0.0186940 0.0032894 0.8683100 0.7451800 -0.8029400 -0.7862300 -0.7862300 -0.7862300 -0.7789100 0.8105100 0.0356650 0.0000000 -0.7852200 -1.2929000 -0.0102320 0.8087000 -0.0017822 -0.0065050 0.7324600 -0.0999990 -0.0404800 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.732 0.732 -0.831 -0.132 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.033 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.732 0.732 -0.831 -0.132 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.033 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 10.5904015 6.9889721 7.3167766 7.4008957 NA 9.0217204 5.9592253 7.9541434 10.0790302 11.7041788 10.5739343 3.6221924 7.0466875 10.4749243 3.3742605 7.3854888 10.9903513 4.5837176 0.9592508 9.0271070 2.5441886 0.3742883 8.8919313 8.0036185 10.8278207 10.3987091 11.6602969 7.3049992 0.3742883 0.3742883 2.1816115 11.0422605 7.4241108 9.2990745 0.9592508 5.8820561 8.9815921 9.5303451 10.2878993 9.0072572 9.1308182 8.9384114 9.8948807 5.6410489 10.5982636 10.0660055 8.4906058 3.8978213 9.6619744 4.2811493 13.5786038 11.5849333 9.5541709 12.8281756 12.8199235 5.6410489 7.0181178 9.6340053 5.9592253 10.6054831 2.3742605 12.7250630 5.8978237 9.1703017 3.8336896 -0.6257117 10.9483823 7.2446264 11.0185689 9.1588967 12.7351090 8.6961900 7.8377862 7.3854888 11.4463945 7.9778884 14.3525702 11.1282349 11.0568177 14.3165932 10.3826906 NA 10.9926474 10.2260110 10.1174134 7.4403509 8.4801706 10.1816168 12.6561920 8.2990743 11.0768676 5.2811530 8.5341332 5.3284595 11.0612001 12.8307447 7.4722944 NA 0.3742883 9.8790810 12.6042824 10.7443772 6.7051789 10.3931576 11.8393181 12.0092998 10.3987091 10.5297126 10.2893944 6.0607629 9.8530316 6.6688821 8.5910076 2.5441886 9.4932030 0.9592508 4.6221866 11.1013230 10.5812763 11.1739483 9.6090794 2.3742605 13.6600254 9.1496089 7.5391689 8.5492625 10.9815923 7.2197523 -0.6257117 8.7318139 9.9393640 9.2871514 11.3447274 4.6221866 9.7174477 9.3342639 5.4617250 12.2649062 11.7552640 10.6619743 -0.6257117 10.6786133 9.2492434 2.9592323 9.5800552 4.7318132 8.6316496 7.7449495 8.5441871 9.8013338 1.6961719 9.0607624 3.6221924 10.0885075 10.0217204 10.4457243 12.6838804 10.8656140 12.0223948 9.4893055 11.6573503 8.0919383 4.5441886 9.9278913 10.4590703 -0.6257117 3.7665846 4.2811493 8.5958490 11.9602948 9.1735435 0.3742883 7.6126665 9.4227487 9.2675634 TCGA-A4-A5DU 45 0 NA 496 kidney stage i t1a nx mx female 2012 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.7328837 7.5111106 9.1281666 NA -0.3766950 6.0872592 8.2007701 5.1978182 8.2586014 10.3250713 11.8792570 6.4569047 12.5284400 10.3135216 12.1455138 13.7558531 11.4731782 10.9037042 8.7926003 6.7748740 6.3331697 9.9288577 6.9950005 4.6933420 0.8520788 10.1837056 10.5979965 10.1405237 5.6933448 1.2670563 8.1679465 9.4457445 9.2684877 8.1435965 5.8520413 11.0856618 9.6828213 10.9718479 6.4066302 8.2866705 3.1739749 10.3532159 9.2212758 8.3989365 8.3598370 1.5889964 9.7529090 9.8744100 10.4187304 7.2783073 0.2671163 11.0543823 0.8520788 9.7275356 8.3834235 4.2212739 10.8369352 8.4765332 9.7285591 9.2286451 5.3114741 5.7265125 9.5066781 -0.7328837 11.8820195 10.8445084 5.0219682 5.6764705 8.8945953 10.0824630 10.7534119 9.0936280 6.0999705 14.9171777 8.9145379 8.4344977 11.4980007 4.9675191 9.4850373 8.1948578 11.7115769 1.5889964 12.9777784 4.4509605 9.4956820 11.0307070 5.9252921 8.6572484 NA 9.7448379 9.8463955 12.9859335 6.7589321 12.9180147 2.8520388 9.2988910 5.8369340 10.9941492 NA 8.3492286 13.9731979 12.4335566 8.7346852 2.5889964 7.1978172 10.3405518 9.2270816 10.9518282 8.2783068 7.1125698 8.8817894 9.3742966 NA 9.9881788 7.1062834 9.6954397 10.4789679 9.0776513 8.6113757 11.8226897 9.3345140 13.7927839 -0.7328837 -0.7328837 10.9796066 9.3032533 8.7827794 10.0169491 NA 3.0744369 2.4370146 13.7654302 11.1412925 10.4519549 13.6220177 7.2670797 10.2379045 11.4572129 4.1739669 8.4040707 4.1250642 10.7074297 11.7213789 11.4999982 10.0152724 9.3989367 7.3385421 10.9601309 -0.7328837 NA NA 8.6268293 6.4066302 NA 9.7837645 11.9765943 10.0800591 11.7766072 9.7162282 0.8520788 9.9027978 7.7629348 10.8495745 8.9235046 4.5150059 6.9535807 5.5890084 5.0692725 10.5397094 7.5708606 11.2040856 11.9699016 7.8781043 9.4117379 12.1588633 8.2183642 9.5720013 8.9983986 9.6213290 NA 7.7508952 10.0311218 NA 9.2530497 9.7162282 11.0610892 8.7326460 9.8836285 11.8442724 10.3970066 2.9675191 10.6770008 9.3760613 3.9675191 8.3937843 1.2670563 8.8799480 4.9395040 12.3075406 10.9932978 9.4692034 9.9483180 11.5111461 9.0904470 2.7265043 10.4295276 9.1769727 8.5385428 10.7001433 4.3114741 5.0999684 3.0744369 4.7906417 8.5244673 2.4370146 10.2029813 -0.7328837 7.4667519 5.5589411 NA 1.5889964 11.2183643 10.6185711 12.2651411 10.5279992 12.0584460 8.0418666 8.6197633 6.6192560 6.3860211 10.1543003 9.0920383 10.4370046 6.4269507 0.8520788 1.5889964 10.1196091 8.6593969 8.3385421 5.6421181 9.9570777 8.3703675 8.6355861 6.9636302 10.2663750 NA NA NA 4.3114741 13.7829642 7.0418672 8.9830415 10.9217156 NA 9.4053515 8.7448379 11.7780910 9.0319512 9.7346852 9.7367214 9.6102652 9.5833611 9.3101070 10.9928719 10.0385691 9.4469888 10.2190928 7.1859428 10.3306769 -0.7328837 8.9288577 4.9395040 7.2949855 12.1285543 -0.00761010 0.93305000 0.99571000 -0.02862800 2.04990000 -0.01119800 -0.01574100 0.99841000 0.29262000 -0.02233200 -0.00761010 -0.00761010 0.93305000 0.92027000 1.00220000 1.00220000 1.00220000 1.00220000 0.00610900 0.00166420 -0.01752900 -0.01119800 0.00097064 0.00097064 -0.01574100 -0.01477800 0.00000000 -0.01001600 1.02160000 -0.04346600 0.29262000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.995 0.995 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.933 0.933 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.995 0.995 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.933 0.933 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 9.7847490 6.4958982 8.5173781 8.2736301 -0.7328837 10.0311218 9.6410322 7.7183733 9.1618975 11.2965808 10.4066309 5.0484411 5.3963616 9.9727120 2.7265043 6.4862478 11.4556685 5.5890084 1.5889964 8.4934916 4.4765307 0.8520788 7.8407269 9.6785906 11.8350737 10.3250713 10.6893337 6.9675191 1.2670563 NA 3.5890084 10.0152724 7.6679588 8.9018908 0.2671163 5.1739709 8.9395049 9.6658234 9.4618365 9.5244675 8.6722209 9.2614330 10.6459163 3.6593994 9.8539194 9.9692522 7.3860211 3.1739749 8.5338662 7.5890076 12.6438833 10.3651117 9.8623372 13.4680548 12.4868350 6.3851894 7.7428133 9.5605512 7.1312654 10.3324957 3.7906365 13.8846045 3.2670863 9.6593971 NA 0.2671163 11.0152724 7.4618363 12.1219480 10.6185711 13.7927839 9.4091866 7.6158076 10.4964993 9.0286308 7.2670797 12.6848003 11.4999982 11.9161112 11.7159703 10.0360909 NA 10.9583870 9.9881788 10.2422110 7.5708606 8.2164684 9.6507839 11.8042980 8.1219479 10.8478093 5.9535795 7.0017887 8.6849320 10.1896640 13.2720900 9.9466301 -0.7328837 0.2671163 10.2970569 12.2814489 10.7783183 7.2783073 10.4838254 11.5341589 11.4282115 10.3250713 10.3135216 11.4731782 5.7265125 8.7100232 4.7265097 9.2557644 5.4569047 9.3250713 6.4066302 8.6785906 12.0896405 9.3703675 10.5935091 10.0582425 3.8520388 14.4165092 7.9054791 7.1679460 7.8017717 10.3821233 6.8595373 1.5889964 7.9430364 9.1512502 8.6002348 11.2285293 5.4569047 9.1031299 6.7748740 NA 10.6152545 11.0586495 10.2328639 NA 11.7037912 8.8197486 0.8520788 10.8144562 1.2670563 7.2614330 6.8139735 9.7162282 9.2687411 0.8520788 9.8321816 -0.7328837 10.0311218 11.1102156 9.7857328 12.3075406 10.2088608 11.2092276 10.7001433 10.9461198 6.4569047 8.4469886 9.8937012 10.5274111 NA NA NA 9.0760438 11.9011465 8.5432039 -0.7328837 9.4053515 8.0517147 10.9579506 TCGA-A4-A5XZ 65 0 NA 479 kidney stage ii t2a nx mx female 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2200409 4.9783375 2.3668957 3.4449056 10.0147628 10.2976420 9.9725900 5.7205411 0.7819052 8.7950321 8.8869778 10.6305651 8.5501265 4.6232465 6.0043351 9.7696798 10.9409725 6.4257983 12.0039320 8.5676671 10.4270001 9.4329938 8.2248858 7.0978467 3.8408358 9.8516157 9.7205417 10.8254252 7.6848194 2.3668957 11.3039940 3.4630208 9.2040069 8.3568512 4.5892961 11.0350017 9.3120232 9.2026043 9.6110095 5.1742586 7.8764599 10.6686549 2.8974147 12.0539887 10.1577057 4.0549613 6.2193467 10.1691338 9.7205417 10.7404949 9.2590257 7.2576754 14.5384985 9.4221872 8.5935846 10.5758164 4.5189065 8.6747378 7.4401532 11.8529575 2.1969847 13.5982592 3.7891345 8.3350978 9.6584591 7.1969797 8.5978593 2.5189128 9.1424234 9.3818550 13.2966562 7.4353844 14.4456852 4.1969768 10.0253384 6.4731034 12.2082069 NA 7.0611659 13.8725508 13.0908500 7.8190314 5.2630682 7.9249004 10.0803867 9.7885020 10.5545317 8.2413740 7.6063704 9.0933122 10.1475355 NA 10.3706568 7.4449072 10.2502268 9.9527018 8.6502504 8.8190314 11.7138468 9.3978782 13.9333816 1.5188876 3.4449056 10.7052697 10.3587414 8.8171995 9.8190315 NA 0.1969847 0.1969847 13.5350196 11.3596857 9.7429095 14.4561712 9.0314506 9.8281568 10.5962576 3.6564163 8.5828420 4.9518675 11.1945120 10.9668175 11.4855574 10.1649264 9.1771193 9.5278965 10.8826045 2.6564048 1.7819472 1.1969847 8.5849971 6.0043351 0.7819052 9.9734127 12.3712812 10.6569236 10.5149575 8.9026121 0.1000357 8.7819422 7.9249004 10.4807452 13.2260943 5.6063712 8.3917364 4.4449056 3.7819472 11.0917974 8.5523310 11.5506779 12.1789036 8.9163686 9.1497210 12.6015891 9.2549714 10.0780937 9.0902813 8.9316893 0.1969847 7.4916006 10.3384483 NA 9.9094121 9.3365311 11.7542040 8.6461284 10.0711926 11.4849805 10.1792602 2.1969847 10.9167963 9.0853272 2.8974147 7.3262623 -0.8031412 8.6042474 6.4637663 11.3390867 11.2262669 9.4112987 10.4620086 10.9329587 9.2737954 0.7819052 10.8367725 9.0139633 8.8869778 10.3984910 4.4823837 5.9651632 4.0043306 4.3262641 9.4003276 3.1969847 10.9231978 -0.8031412 8.1038700 5.1267705 NA 2.1969847 11.6546171 10.8909022 11.4404512 10.6305651 11.1380273 9.5064560 8.7476687 6.8285935 6.5545321 10.4584870 9.6357714 10.6419945 5.6232436 0.1969847 NA 9.6388864 9.0011106 8.0887633 6.9316890 11.1792603 10.1358242 9.1173325 5.5638262 9.9077861 NA -0.8031412 1.5188876 3.3669097 13.9674887 7.8116894 8.2331532 11.0424697 NA 8.6502504 9.2715226 12.2459773 7.0424692 10.0572908 10.1269778 9.7225005 9.2576756 8.8694051 11.2744630 11.0047370 9.9476866 10.5844585 7.0107608 9.7534857 3.4449056 8.7496489 5.0830431 6.0562042 11.2754641 0.00000000 0.64702000 0.69927000 -0.00773590 1.36720000 -0.00593660 0.01037800 0.69833000 0.17976000 -0.75903000 0.00231180 0.00000000 0.64702000 0.64702000 -0.00364730 -0.00364730 -0.00364730 -0.00364730 -0.00046208 0.00342240 -0.00807040 -0.00170910 0.00175670 0.00175670 0.01037800 -0.00309370 -0.01358600 -0.04418900 0.68025000 -0.02867400 0.24181000 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.242 0.242 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.242 0.242 9.3467267 5.9913949 8.7205415 7.1973179 NA 9.4100839 10.1504486 8.3028098 10.0424697 10.3499362 10.8453372 2.3668957 5.6232436 9.3454563 2.9898293 8.0171586 11.9432840 4.4449056 NA 7.4161481 2.3668957 NA 8.1742596 7.7283614 10.0110975 10.1336176 11.0194669 7.4209817 NA 0.7819052 NA 9.8098482 6.9913960 9.0235282 NA 5.3467265 8.8569754 9.8024592 9.4064331 10.6497357 8.4039941 10.2737952 10.6456122 3.7819472 10.0826760 9.8982861 7.3159203 4.2844401 9.3530628 6.8043105 13.8276450 11.0135634 9.4389627 13.4180381 12.1703183 6.3760924 7.9816147 10.0115622 10.4021620 9.9189333 5.0298681 13.4865663 3.6564163 10.6300435 -0.8031412 0.1969847 11.1706770 8.3593709 12.8470217 8.6948315 13.9333816 8.8676358 9.1113647 9.3768888 10.2857679 9.0314506 13.6970746 11.4855574 11.6427705 12.0278909 9.9560356 NA 10.8834802 10.3307641 10.9116545 8.5523310 7.8372249 9.4543676 12.9164755 9.3002674 11.4878567 3.8974147 5.9249004 8.9043387 11.8658647 12.5375253 9.9342946 NA NA 9.9824321 12.4951855 10.7505754 5.7515682 10.7097201 11.6095495 12.3931207 10.1336176 10.0902812 10.7842884 4.7515708 7.3618868 4.4823837 8.5978593 3.7819472 9.1598756 6.4257983 8.5121293 12.2974745 9.8939472 10.8480313 9.4684426 1.7819472 14.6487059 7.3048770 6.2082070 7.9317906 11.1874382 7.7322550 2.6564048 8.6543607 9.6148322 9.0011106 11.2747968 8.3517979 10.5534316 7.9816147 0.7819052 11.2654221 10.5817634 9.8922079 -0.8031412 10.7894367 8.9180788 1.7819472 10.0887633 3.2844401 8.7225005 7.2137876 8.9026121 9.2767977 1.1969847 9.3830938 1.1969847 10.3384483 10.7291066 10.2864301 11.3390867 10.2943534 11.5539818 10.3984910 10.7852258 7.5720188 8.3843318 9.3146227 9.7563568 -0.8031412 2.5189128 NA 8.6127215 10.4586985 9.0267024 0.7819052 8.6502504 8.3390866 11.0510689 TCGA-A4-A5Y0 61 0 NA 252 kidney stage i t1b nx mx female 2012 NA no NA kidney papillary renal cell carcinoma 120 1966 white not hispanic or latino NA NA 1 5 NA NA 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.21873274 7.96450434 9.82802491 11.11807974 2.47848004 10.39789749 0.60397641 10.58368662 8.49884083 9.25865931 7.30446267 -0.98108102 7.48666611 9.93494015 10.00632482 7.45785281 -0.98108102 10.93185654 -0.98108102 9.64932786 7.77060509 3.87703745 11.16753732 9.91387853 5.77394887 9.86382930 -0.98108102 1.60402387 11.30706160 6.47849298 11.88189178 10.19023755 9.91992758 7.01906025 9.04833429 6.23822893 10.16435601 9.63652820 6.05248328 16.52316589 10.31998524 7.99634072 10.93717855 4.14834031 9.01199900 7.57364946 10.19523390 2.82641629 13.53210975 3.25937795 8.35786382 8.57556685 5.47849298 9.38974813 0.01906137 9.78310301 9.76976777 14.97582256 7.59648945 13.65969488 4.18898637 9.85905174 7.04696682 12.21104524 NA 7.55821941 14.24833020 12.53451419 8.06890938 1.01906137 7.75715329 8.48870258 7.41566572 11.31912723 8.84878347 7.17387897 9.33647331 9.65387170 -0.98108102 9.05248382 9.48870258 10.79013749 10.41405930 8.73844968 8.54066122 11.24799662 10.00276692 13.69645005 2.47848004 2.47848004 11.28877185 10.28705297 9.55044225 10.57795973 NA 4.63376830 NA 14.22618948 10.22546462 9.76473511 9.11181798 8.71602821 10.72339670 11.22026574 NA 7.86141078 9.02046886 11.12005153 10.05454721 12.74319510 9.89327362 8.40276523 7.22363203 10.72814458 1.82639595 5.10652421 NA 8.75884148 8.63744614 -0.98108102 8.68971709 12.09119334 9.68083876 8.86455080 9.01482782 2.34098946 9.25268033 8.17134546 10.26421527 6.13800141 7.70905899 8.61897347 3.54261713 2.88498858 11.82681813 8.51691261 11.02923911 11.14608780 9.07705255 8.52089796 13.22087835 9.89096599 9.73673711 8.71428914 6.28584791 -0.98108102 7.33194342 10.21135357 2.25326320 8.42526585 9.88092302 11.21934637 9.90856465 10.34267852 11.98826737 11.02503606 1.01906137 9.99204058 9.08649506 4.57364719 8.60214358 NA 7.70205560 5.81347595 12.76641457 11.28877185 9.60402331 10.50539297 10.88672557 9.11049610 -0.98108102 11.23651259 9.54066122 8.99060435 10.23216499 6.90170321 4.97325768 3.34098946 1.60402387 10.03447573 2.71949013 10.95348875 2.60402387 7.31826893 5.80343371 NA NA 11.78351771 10.35221605 11.12169261 10.86219666 10.98340159 10.06003536 8.49073578 6.60033666 7.85195075 9.18522383 10.38428957 9.76389454 3.18898637 NA NA 9.58701688 9.54262274 7.69501805 0.01906137 10.01765110 8.36778908 10.60777535 6.53704441 10.86376651 NA NA 0.01906137 3.92595196 12.01447459 7.67727214 9.19648017 11.87353958 -0.98108102 8.93494015 9.65061074 10.97471063 4.71950108 9.84481449 10.80614705 10.12431456 9.41030442 9.30330654 11.60566600 11.11807974 9.68172913 10.81225762 7.48258534 10.06426745 3.10651583 8.67727214 5.36583949 5.54934881 10.65975753 0.00023807 3.65690000 -0.00834880 -0.00387790 -0.00691950 0.09739700 0.00694350 0.81201000 -0.00675840 0.00023807 0.00023807 0.01614600 0.00722170 -0.97560000 0.02974700 -0.00834880 -0.00834880 -0.00834880 -0.02041200 -0.01064600 -0.01243800 0.05252500 0.00722170 0.00722170 0.00694350 0.00569190 -0.00415460 -0.00124730 0.02918400 0.02286500 0.00638710 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9.573650 7.436913 14.121734 11.759474 8.476442 13.206413 13.320485 6.712548 9.671009 9.391926 4.901702 10.330809 2.604024 13.659927 5.411379 11.408961 2.826416 -0.981081 9.741014 7.790551 12.773739 8.748682 13.696450 9.150918 8.288187 5.019061 11.824200 8.716028 13.392674 12.743195 12.039694 13.371242 10.126278 NA 10.355009 9.495807 9.761370 8.516913 8.977613 9.808594 12.214125 5.019061 10.482069 6.367789 6.502876 7.550442 11.984665 13.816976 8.703809 -0.981081 2.478480 9.131500 12.449513 10.913860 6.604024 10.410841 11.40842321 12.09136084 10.66696877 9.69236983 11.23701841 4.30445993 7.78061194 5.26698888 9.08918165 2.01906137 9.29867137 2.47848004 7.55821941 12.23686096 9.81428877 11.00561388 9.61525057 1.34096098 13.01553423 7.08945048 7.24306256 8.12410476 11.46407560 5.28584606 -0.98108102 8.68083876 9.88865452 9.38482540 11.46459297 2.47848004 6.96157471 7.79713817 1.34096098 9.58225698 11.18773286 10.22057204 NA 10.96377278 9.09587643 2.92594247 10.24426821 3.92595196 8.68261894 7.80696328 9.01482782 9.03552082 NA 9.46200425 0.01906137 10.21135357 10.33251069 10.08178153 12.76641457 11.56523172 11.49985092 10.23216499 10.70424751 9.00347912 5.96157471 9.50589569 9.63192932 NA 2.18897055 NA 7.87392883 11.18002879 9.15477002 NA 8.93494015 8.55433597 10.50740300 TCGA-A4-A5Y1 75 1 395 NA kidney stage iii t1b n1 mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 NA NA 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.8646517 10.4505476 10.2357801 10.8567684 2.4383993 2.8534169 7.8292743 9.4482173 9.8847829 7.0798389 7.3230683 10.1927195 10.0233513 10.5205378 6.5116372 10.7228273 4.0233529 9.8310640 8.7915354 8.5372980 7.7406470 3.3128539 10.7274470 9.8961117 10.7301350 8.3261171 3.1425278 10.8650641 2.5444112 10.6329404 8.8674468 6.9114184 11.4500819 9.6922363 9.4886909 9.1860949 4.9929768 5.6083125 11.0535586 1.9408809 11.6860196 10.3577487 9.4777647 4.7603168 9.6510797 10.7678114 10.9195154 8.3173185 9.4132812 14.9211337 9.4909567 7.6688098 13.0534819 5.4232823 9.6211969 7.4232815 10.2382099 6.3730618 13.6482228 2.5997463 9.1585304 9.8723218 6.6704098 9.0481830 2.8534169 9.8643039 9.4754781 14.7263896 7.9395622 15.6496630 6.7752666 9.7536289 7.7588135 10.1359355 NA 10.5566810 13.6201104 12.7565078 8.4317989 5.5745254 9.3240851 9.0882436 9.9622773 11.7061508 9.5525648 7.7114075 9.6020383 8.5693882 7.2733863 9.6779872 7.9315773 10.3251015 9.5022331 8.5098510 8.8875375 11.2606555 8.9697701 13.4245270 2.0233618 3.4681401 10.3030907 9.4832382 8.7871170 10.5841087 0.4383993 4.4080121 2.5538765 13.0005516 11.8928594 9.9076914 8.9762542 9.3066970 9.4909567 10.2040892 6.0774289 8.1119922 8.2838787 11.1586330 10.9400601 12.1999421 10.8895999 8.0713841 9.1353563 11.4182902 6.7207053 4.6736073 5.5881359 8.3179719 2.8076228 1.0233263 7.9073522 12.3037998 10.8578223 11.2079511 9.2548392 3.7698987 9.8653524 8.2175608 10.8617305 8.1685759 8.6339659 8.2065729 4.0031704 6.3266039 10.3082396 8.8737117 11.6400022 11.8231725 9.8101654 8.3599915 12.2903980 8.8307063 9.6178832 7.9942561 6.8702340 -0.1465632 7.9736641 9.6779872 6.7873228 7.8528060 10.2786422 11.3093955 8.8611542 9.9252237 13.1943890 11.3474067 3.3769849 9.8010632 8.8945995 6.2838792 7.4496158 NA 7.4918619 6.8134285 11.7453049 10.1761995 9.7752672 9.8424658 11.1553510 9.2049176 5.0031749 11.4770951 8.8868492 8.4137591 9.6020383 2.9827107 5.6478412 4.6736073 6.5375787 9.6462165 4.9827107 10.6502770 4.5258496 9.4929117 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5.588136 10.192163 1.312839 -1.146563 10.864653 9.103725 13.133617 10.194111 13.424527 9.014558 8.471812 8.784164 10.462374 9.306697 12.306247 12.199942 11.590568 12.266591 11.180698 2.940881 10.971556 11.896283 11.909725 8.873712 7.903275 10.996172 12.747723 9.202707 11.421975 7.186582 6.670410 6.911418 11.653821 12.603243 8.336305 -2.146883 -2.146883 9.424705 13.178099 11.915550 7.283879 10.539927 11.4811881 11.1020951 10.9900970 9.8050752 10.7595652 5.8590502 9.8453023 6.8249702 9.0107731 4.7959383 8.8882251 6.5116372 7.6315030 12.2291330 8.6074786 10.6172610 9.7726620 3.2109810 14.0550142 6.8903141 7.4194799 8.3802286 10.9864079 7.5381750 2.4383993 8.4616812 10.4149528 8.1955007 11.4014052 5.7782375 9.8488401 7.7482438 5.3210333 9.7379784 10.2074001 10.0386114 -1.1465632 11.6505811 9.0610506 1.7603061 9.8460106 4.9408903 7.9645621 7.5258512 9.2548392 8.3959938 6.6347864 8.6559425 3.5258559 9.6779872 10.7030268 11.0946646 11.7453049 10.3659198 10.3718335 9.6020383 10.0665304 7.1480474 7.5932066 9.6429598 9.1832225 NA -0.5617071 1.1753649 10.1665927 10.3381937 9.6429598 1.3128394 9.4008028 7.9208608 10.2804771 TCGA-A4-A6HP 66 0 NA 379 kidney stage i t1a nx mx male 2013 NA no 70 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.29137425 10.82750491 6.76160974 9.70528610 9.72624984 10.23339475 9.62093458 8.66763352 9.79374229 4.25259732 11.59221772 10.43785276 9.92139021 7.07048164 -1.03268381 11.19992657 -1.03268381 9.71622529 7.70866111 2.66764238 9.91190590 8.84371068 7.80008387 9.18521218 4.94447430 9.11694093 10.24912388 NA 10.60653458 11.40624551 2.96718706 8.04133554 7.52178258 10.17664728 9.55778093 9.60381844 7.87408442 15.85278300 9.45804482 7.93873745 9.28912184 4.09647271 9.38925855 8.10418515 12.50962120 2.66764238 11.87933470 6.36568029 9.20613599 9.62003888 6.02247657 9.15578262 2.13711001 10.26353658 8.83447263 10.79374237 6.42662538 15.14762268 2.28912622 8.55084065 7.26640146 10.78737279 0.96716861 5.90970831 13.73770290 12.62473561 9.03058907 3.21511942 7.38504615 11.74978263 8.83755856 10.21334060 6.77454857 6.98956140 7.75509654 9.07179270 -0.03283139 9.24098948 8.84983698 10.26066554 10.75346347 9.73289427 8.99094834 11.65077627 9.24448134 14.37810889 3.05465749 2.55215571 10.52848175 8.76334717 10.29474652 9.56617680 -0.03283139 1.77454461 2.96718706 13.98112712 11.18545435 10.87182848 11.14367867 3.28912622 11.30286336 10.89645230 5.62540493 8.80482186 4.52178572 9.92284378 11.06456764 10.48513878 9.54839443 8.87107572 8.33351587 10.68615478 5.03328203 -1.03268381 3.66763103 10.07244764 2.87408872 0.96716861 9.22928869 11.32639432 8.93586074 12.13758841 8.51215813 NA 9.49954975 8.14710314 10.74746704 9.12327691 3.66763103 9.66676635 7.13711923 4.72208344 10.07441097 6.41840418 10.25894014 12.60743879 8.14958811 10.16997885 13.22914183 8.45302323 9.04400935 8.97422126 8.30034936 -0.03283139 6.45904630 10.17786523 -1.03268381 9.86176156 9.71286812 10.19601251 9.72708198 10.17176502 12.11423973 10.65937347 1.77454461 10.51215833 10.07388770 5.13711821 10.10610552 -1.03268381 8.14710314 2.96718706 12.60268525 11.43454468 8.90383185 9.30034913 11.38399140 8.63252961 0.55218030 11.56941485 9.68914747 8.25721292 9.62629785 2.87408872 6.42662538 4.42662706 2.28912622 7.15701844 2.77454461 9.84983683 -1.03268381 9.18515146 6.68452703 NA 2.13711001 11.95871572 10.87746183 11.64204817 10.51842144 12.78926670 6.96719397 4.42662706 6.73332451 7.62182991 9.71370819 9.13210073 9.68401324 3.42662706 -1.03268381 NA 10.26353658 9.49075583 8.18393952 6.90970831 9.26411016 10.10993915 9.67196205 8.18449752 9.39450664 -1.03268381 1.28912622 2.77454461 2.55215571 14.38141662 5.02095550 8.38504658 9.66676635 2.96718706 7.47894674 8.51215813 11.58718452 7.05465641 11.70992432 10.87069915 9.13837062 9.35197764 9.39136025 11.00130502 9.71706323 9.47795796 10.44646892 7.70866111 9.79135713 3.13712641 8.76809366 2.62025795 8.23970688 12.96833812 0.00097064 0.00694350 0.05323700 -0.00498440 1.57490000 -0.00843850 -0.00981850 0.74176000 0.11155000 0.00097064 0.00097064 0.00097064 0.00694350 0.00694350 -0.00045961 0.05323700 0.05323700 0.05323700 -0.00041585 -0.00498440 -0.01431900 -0.00843850 0.00000000 0.00000000 -0.00981850 -0.02082400 0.00235810 -0.00401620 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7.42662538 5.89793014 8.08872730 4.63961999 12.37406316 12.50344107 8.77937103 13.62863795 11.91957111 5.73537866 9.51408832 9.21393435 9.31370751 10.83986876 4.69511412 13.48971409 6.68143943 9.36807337 -0.03283139 -1.03268381 9.45000183 6.39345910 13.35548027 8.86806073 14.37810889 7.67455316 7.00061640 12.77495127 8.41634238 3.28912622 12.55485418 10.48513878 11.04867731 12.08353783 9.63785003 3.42662706 12.28503040 9.62003888 10.68615478 6.41840418 7.79691632 10.23807317 12.32611974 8.36593744 10.64974963 6.67455246 8.77293771 8.05465695 10.96825012 11.65784666 8.94590437 0.55218030 NA 7.51794098 12.29137440 10.34210290 7.16195115 9.76647541 11.58557937 11.22899499 9.83292719 9.06522601 11.41350179 5.98956140 9.03865621 3.21511942 9.64050290 4.82517505 8.40598555 6.76160974 8.05730621 11.42764975 9.01568071 10.68272691 9.23280895 2.96718706 14.93691763 6.88724865 6.81894257 6.85709272 10.89423102 8.47696892 4.52178572 6.03328203 8.95303587 8.43071807 12.38544180 5.83755982 10.12201196 7.15701844 -1.03268381 10.05266626 12.25793273 10.71412795 0.55218030 10.90567078 8.06785595 4.69511412 9.14336689 0.96716861 5.88605746 6.88605746 8.51215813 9.99431199 2.87408872 8.84524477 0.55218030 10.17786523 10.47586513 9.25028231 12.60268525 10.61014812 9.92429589 9.62629785 11.21452804 7.84677724 8.86201149 11.06621286 10.66589849 NA -1.03268381 NA 8.52752666 12.60444929 7.28007663 -0.03283139 7.47894674 8.01976195 10.24912388 TCGA-A4-A772 39 0 NA 0 kidney stage i t1b nx mx male 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.20779392 14.16102196 11.32704576 10.77113403 8.86087157 5.94153596 6.02082664 12.19652529 5.75005440 1.93334602 3.90822687 9.97228181 10.57918496 10.28931450 4.28128281 1.47394273 8.83477820 9.41497882 10.84325591 8.28128606 5.94153596 8.81600571 9.34506632 10.94204607 7.00531240 11.17718592 6.68338487 10.72126533 9.43103328 8.31942104 8.30840229 3.75933696 10.72156209 10.23589791 10.18473764 7.33191208 1.47394273 11.40980342 0.84967907 8.86839385 7.75470181 4.22881869 10.87933864 9.55074679 8.94458996 9.50209963 4.35657346 8.06638846 10.57130498 2.56139946 11.29371114 10.93131208 8.91272291 6.05889441 8.84242672 10.65384027 10.07477327 9.51147812 8.01308981 16.07488942 9.25118650 8.48655591 11.14392345 4.58245364 8.89599599 7.86410008 12.16141624 3.28128281 13.50278692 4.06099849 8.57169994 9.33113461 6.06638846 8.91687458 2.86625521 9.65570459 9.39577210 11.73998565 6.80932183 14.74611498 4.66375448 9.75516583 8.08126132 11.05795410 -1.52616115 6.74539466 13.68056403 13.20110713 8.47815156 7.75701924 8.10328781 11.40559208 9.57721902 10.72185871 7.93131194 7.26834737 8.66499048 9.32879967 0.05893985 10.01114953 7.91480009 10.03474161 10.15253127 9.44259791 8.77885282 11.87239566 9.10146519 13.64405185 1.64385619 1.28131249 10.79021269 9.65694625 9.46616152 10.07848442 NA 3.75933696 3.42812899 13.51981880 11.49803196 10.61156276 11.68064034 7.46261597 9.84897058 11.13102627 4.70275173 8.38981071 4.81378119 10.33424222 11.73676011 10.97972785 9.87427704 8.97078493 9.20609861 10.56073091 4.05889657 -0.52616115 2.28128281 9.36950640 6.84897090 -0.52616115 9.28530580 12.47322657 9.94408156 12.14646704 9.33656860 1.79585005 9.56536660 7.44834596 9.84508165 9.95168949 4.93336491 8.33501824 5.97377657 5.39279481 10.65321832 7.92925841 11.65244042 11.63883812 8.37177664 10.11933750 12.67130149 8.90229129 9.35121532 8.86517464 8.24376903 -1.52616115 7.46828435 10.20142631 -0.52616115 9.90739139 9.88438256 10.73837376 9.67911357 10.26997077 11.96941149 10.69309975 2.99749114 10.43682718 9.59959006 4.42812899 8.51010467 -1.52616115 7.38082207 5.98963178 12.33850428 11.39892920 9.31392218 10.21708261 10.93515481 8.96878687 0.79585005 11.00380825 9.41937498 7.69309940 10.78170125 0.79585005 5.84897090 4.05889657 4.49073698 7.79811145 2.28128281 10.39465626 0.79585005 8.66991860 5.35657346 NA 2.86625521 11.71680755 11.49577869 11.79360331 10.39279438 12.03139489 8.91583786 8.21014725 7.00531240 7.33811773 9.97028568 9.56073081 10.79557752 9.04378686 NA -0.52616115 10.40540742 9.13035614 8.30365382 6.42229861 10.64823272 10.72363723 11.11327191 6.51509741 10.45621178 1.05887061 0.05893985 -1.52616115 -0.52616115 14.61334264 6.57721883 8.90124403 10.32996761 NA 9.33889100 9.16198037 11.23527465 7.88332206 9.66190170 10.34929660 9.49907073 8.86302471 9.12677622 11.36476545 10.02563943 9.84734022 10.73190821 7.28128652 9.61106963 3.56139946 8.79134395 4.51832741 6.86796563 11.33443626 -0.00719580 0.02220600 0.71039000 -0.00180140 0.71237000 0.00000000 -0.01450300 0.64158000 0.13533000 -0.01014500 -0.01014500 -0.00719580 0.02220600 0.01042400 0.68477000 0.70832000 0.70832000 0.70832000 0.00471900 0.00194180 -0.00816240 0.00000000 -0.00097017 -0.00633370 -0.01450300 -0.00193990 0.00750000 -0.00761010 0.68143000 -0.06074800 0.13533000 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.708 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.708 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 9.88597177 7.11055534 9.00726083 8.00134964 -1.52616115 9.91272306 10.77657014 8.64625880 9.82818061 11.52787066 10.00482523 3.47392975 5.18817539 9.92411147 2.93336491 6.05889441 10.68277518 5.97377657 0.05893985 7.17437046 5.28128652 1.64385619 8.05701372 7.84897090 11.32395585 10.25365050 11.27710976 6.93745504 -0.52616115 -1.52616115 0.47394273 9.81433764 7.90855955 8.75005574 -0.52616115 6.69309940 9.29650192 9.76106632 9.77313921 9.71233595 8.11417595 9.50390860 10.38569764 3.11779476 10.36647402 9.40170917 7.39577232 4.98172481 8.80260619 5.13214084 13.00293464 11.16196286 9.09781277 13.64721793 12.61994292 5.62367961 8.07198357 9.91116306 9.62304324 10.24500797 4.64385619 13.53327565 3.68338206 9.55608027 1.05887061 NA 10.04236240 6.51832583 12.30948821 9.60835759 13.64405185 8.82265941 8.06077104 12.67620809 10.28369934 7.46261597 13.62684976 10.97972785 11.66884192 12.06510285 10.25570065 2.17437446 11.15253133 9.74188827 10.80176445 7.92925841 7.63632228 9.92771619 12.24221892 9.15692569 11.20885246 5.61348156 7.47674620 8.84461853 11.28249321 12.18053513 9.53327561 0.05893985 NA 9.03330819 12.61164284 10.75399723 7.12856768 10.38756858 11.5584074 11.6144415 10.2536505 9.6382096 11.3270458 5.5824566 9.5264992 4.5183274 9.1898932 6.3868213 9.0208255 7.0053124 8.8325825 12.6465064 9.4547848 11.0703539 9.2321544 2.7958500 15.2279966 8.6229289 7.6083576 7.7700216 10.8399801 7.8182268 4.6032168 8.5251402 9.5514145 8.9587540 11.6295400 7.6463585 10.7814166 7.7336743 3.7958604 11.1689420 10.8862364 10.4917836 -1.5261611 10.8028865 9.0485247 3.5613995 10.6208180 3.4281290 8.0188956 6.8270784 9.3365686 9.7716900 1.6438562 9.6388381 1.4739427 10.2014263 11.2886698 10.0987267 12.3385043 10.7868142 11.0877207 10.7817012 10.7354385 7.3381177 9.2901149 10.1379339 10.1639291 -0.5261611 7.0849561 NA 9.1321426 10.9600648 8.6274832 -1.5261611 9.3388910 8.0849561 11.7322028 TCGA-A4-A7UZ 71 0 NA 0 kidney stage iii t3a n1 mx male 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 NA NA 4 2 1 4 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8695652173913 23.9130434782609 23.9130434782609 23.9130434782609 17.3913043478261 9.5019777 10.7348892 9.0736698 8.5576548 9.9065347 8.4306240 -0.8935177 7.6016193 8.5638243 0.6914448 4.2711492 5.6914057 5.4639951 8.3424579 7.7137742 10.7770999 11.9357700 4.8613301 10.7044961 9.7430682 12.0232561 13.1019290 10.8495950 11.1539084 8.5242961 6.2357271 6.6142387 13.4095108 5.9137990 3.0133372 4.7503010 10.2491890 10.3981899 10.2318571 4.6300035 3.2763627 8.7929442 9.3883736 10.2149681 9.1912520 7.7100701 8.5617710 9.9242267 11.0569995 8.1805850 10.5776108 3.3543675 10.8558941 9.6012993 8.6610323 8.5982967 2.4283836 10.3848931 10.5227133 10.1725328 7.2713510 5.6375117 10.8549929 2.9534329 8.6895263 8.6162187 2.5658652 10.6677316 9.9511493 9.3412611 9.4718912 4.3158995 6.4010638 10.3970385 2.5658652 11.4207437 10.6974984 7.7788689 8.5030485 9.6201712 10.8996405 10.6329429 9.9250258 7.6456022 15.6256959 9.2851086 8.2763687 10.0065557 4.9644264 9.5811637 8.3825678 11.4280899 6.7357997 12.4870400 4.7720651 9.3286951 9.2485507 5.8206896 8.9597531 NA 9.8546365 10.1433041 12.5270618 7.5073229 15.8466066 6.0371801 9.8932034 9.6639073 11.1453626 NA 8.0548110 13.2823830 11.2405490 8.7026333 3.3543675 8.4771309 10.0386584 9.2357266 10.8012368 8.3755703 7.5410718 8.4418341 9.7128489 6.9073438 9.6142383 8.4147825 9.6309853 10.3935788 9.9321975 8.8894419 11.7860359 9.2459950 14.3035451 2.9137990 1.9137990 10.7717795 8.9567711 9.4136444 10.1029171 -0.8935177 3.8068808 3.0133372 13.7676650 9.7284954 11.2829285 6.0012618 7.7466883 9.8588243 10.4645453 3.4987615 8.1398665 8.0460228 10.5720101 10.6533381 11.2659334 10.1671396 9.7903154 7.7574954 11.0783464 2.1064488 0.6914448 7.3061164 8.5327085 9.9535010 0.1064823 10.1671396 11.8360644 10.2675755 11.7815186 9.2071059 1.7105254 9.9480080 7.6876444 10.5207959 2.1064488 8.3231895 9.0430814 6.0371801 5.1451435 9.1036230 7.8411529 11.4258335 12.0568173 9.4901479 9.3328558 12.5443257 8.8138027 8.8016718 8.5922728 9.2763687 4.8343623 8.1562919 10.3837311 1.1064153 7.6945961 10.2408699 10.4317490 9.6152289 10.6677316 12.8742143 10.7275797 1.9137990 10.5704788 8.9723624 5.1508358 9.4373605 NA 7.8275428 6.1508379 12.8296779 11.0279127 9.6270623 9.9065347 10.4249864 9.1765646 1.6914002 10.8679243 9.2097314 8.4056516 10.5211289 3.7502956 4.6300035 4.3918433 4.7503010 7.0664455 1.1064153 10.2434348 -0.8935177 9.2084192 6.3300600 -0.8935177 1.1064153 11.7202331 10.5750677 11.6422050 10.5105208 12.2953415 7.7502997 8.1293938 6.6844008 8.8292512 10.2962682 9.8146653 10.7552506 7.5285080 -0.8935177 -0.8935177 10.2188831 9.3304452 8.3964626 1.6914002 12.4835186 9.5912665 11.4353990 10.5959304 10.5917698 NA -0.8935177 3.6300093 NA 14.0296783 6.8479105 9.3436537 10.9085560 0.6914448 9.2913190 9.2884282 11.4590389 7.8910783 10.1446767 10.2195346 9.0979655 8.9202248 9.1885926 11.3436536 9.4170565 9.7475922 10.7938193 7.5740493 9.7358002 3.1064488 9.2201858 5.3252245 7.4488737 11.7100700 -0.00771500 0.02034300 0.35920000 -0.00705760 1.06410000 -0.00622860 -0.04739500 0.43564000 0.09347500 -0.00771500 -0.00771500 -0.00843850 0.02034300 0.02034300 0.00000000 0.00000000 0.00000000 0.00000000 0.00430210 -0.00360110 0.00402430 0.00138680 -0.01326400 -0.34824000 -0.04739500 -0.34870000 0.00083195 -0.00664320 0.48045000 -0.05104600 0.09347500 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 10.1036231 6.6221441 7.9487941 7.8392214 NA 9.4749501 9.7726676 9.1271457 9.9250258 11.6035270 10.3597003 2.5658652 6.2561898 10.0901499 2.6914002 3.3543675 10.8914873 6.0371801 0.1064823 7.7321525 4.7503010 1.1064153 8.6475401 9.0342215 11.4855214 10.7770999 11.1072324 7.9073438 3.1939136 NA 3.2763627 9.9806566 8.0342218 9.3036602 0.1064823 8.0922857 9.3195479 9.8521179 9.6032973 10.6615121 8.8546365 8.1315833 10.6402600 5.3732306 10.7548012 9.6260799 7.1725325 6.7357997 9.1912520 6.3061164 12.9909004 10.5786268 9.7367107 13.5475723 12.8476999 6.3825687 9.5431552 10.4451800 8.5617710 10.5363734 5.8613301 14.0444151 4.7788709 9.5882432 3.0133372 0.6914448 10.0929968 6.7357997 12.8910785 10.0518874 14.3035451 8.7646550 7.7894384 12.3745470 10.2357267 7.7466883 12.3981899 11.2659334 11.0979655 12.5548181 10.0635457 4.9393347 11.0591849 10.2625266 10.4328731 7.8411529 8.2279774 10.1155724 12.4201770 10.0327396 11.3110117 6.3918450 8.1912522 8.0951285 10.7216134 12.5765941 7.9298111 1.6914002 -0.8935177 9.9464347 12.5848341 11.2323801 7.5740493 10.4039332 11.5460148 11.6142383 10.7770999 9.7430682 10.8495950 7.3685388 11.3421587 5.8613301 8.7229926 5.5327097 8.8086164 8.1805850 7.8138030 12.1567923 8.5327085 11.0122067 10.0693397 2.6914002 13.9970879 9.0931532 8.1805850 7.9027103 9.8704859 8.0837234 4.4639951 8.2913190 9.9049155 8.7824007 11.9843029 4.5327097 11.4218763 7.7211532 2.1064488 8.5658751 11.0876541 10.3958863 -0.8935177 11.5977957 9.2900790 4.5327097 10.1939065 4.6610313 7.7717793 6.7859232 9.2071059 9.4286422 8.9282175 8.4328730 2.9137990 10.3837311 10.7928304 10.4749501 12.8296779 10.0671696 10.2713505 10.5211289 10.6275533 7.6989005 9.0312562 10.1865949 10.6533381 2.1064488 NA 3.3543675 10.2788712 11.8280000 8.9798879 4.9890845 9.2913190 8.3848929 11.3231895 TCGA-AK-3425 68 0 NA 3343 kidney stage i t1 n0 m0 male 2000 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 NA NA 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872727e-06 5.895622e-07 2.77777777777778 13.8888888888889 31.9444444444444 31.9444444444444 19.4444444444444 6.771976668 10.085275527 8.056360258 9.227793773 9.523428265 9.089928166 2.811142174 8.102929451 8.127913352 -0.996253861 0.308360875 3.251719093 5.307574245 9.140783256 5.003791106 10.355835474 12.253942391 7.527354235 9.724036286 9.326846730 11.724250102 14.346668154 10.069208202 10.783511412 9.575544730 6.731712748 7.289194478 14.766796884 5.836681593 -0.996253861 7.683271863 9.671790664 9.734262180 9.862550111 2.173703117 1.811142174 8.688540568 8.983931592 11.874349435 9.075254505 6.213246173 8.427958507 9.307572879 11.490124283 7.867977984 11.737866546 6.183700878 10.355835474 10.803478433 7.981071743 6.718038251 5.662003212 11.886626124 10.685908796 9.810341717 6.934529475 NA 10.540524943 0.588708640 10.158610193 7.778579192 1.325731791 10.407336710 9.495645201 8.483572352 9.275255036 1.811142174 7.339182825 10.291504449 5.588753607 10.685908796 9.267061236 9.382086833 5.091255534 11.553793232 12.008012527 11.153221656 9.656637051 9.691167722 16.738448757 8.842995797 8.015019128 9.599049570 3.588756604 9.113622631 7.978206500 11.149724196 8.230204455 12.878773402 0.588708640 7.943665270 9.635878431 9.797395332 9.015019407 1.588756604 9.057718045 9.705098578 12.123867881 7.622177775 15.076109965 7.765343126 10.606091932 9.218111286 11.314972725 NA 7.788426665 12.544283386 11.026506636 6.986785214 3.003800099 8.279916497 9.050916021 9.198548912 10.417419958 8.716319103 8.261180065 8.817573376 9.451908383 3.588756604 9.848497755 8.603704968 9.323464198 10.335828568 9.495645201 7.724891019 12.538795207 9.341413856 12.220083198 4.527351889 1.325731791 10.392885587 9.946379821 9.331344695 9.735959414 -0.996253861 0.003746139 -0.996253861 14.269040812 8.947771924 9.914434766 12.062122083 9.260000714 9.335828680 9.644940689 3.463230083 6.080608635 10.167441731 10.448289377 9.915184000 11.409709991 9.949967327 8.442584021 10.129851224 10.979640047 3.527358145 3.704230132 3.647648375 8.450875131 1.811142174 NA 9.842995797 12.729051795 9.077933520 9.169955057 8.918177198 1.811142174 9.041339095 7.798208025 9.383668657 7.577439403 6.503638136 8.799831716 7.122732761 5.662003212 10.506126650 8.793325635 11.097869771 11.795972300 12.525515157 9.609271651 12.601960907 9.505629171 9.839842465 10.077264232 6.588755105 0.003746139 7.807922871 10.848105543 9.679202266 8.935755859 9.269407007 11.467571826 8.372298316 10.432675620 12.540282134 11.341971297 6.026160441 10.687663931 8.766838285 5.992476147 8.825565913 NA 8.225379056 6.581220169 13.085857912 10.694226585 9.085941110 10.978565110 10.065163254 9.378831512 4.091251302 11.131148040 9.684151610 8.622177409 9.542950787 0.588708640 5.898609852 6.963794302 1.325731791 8.583107972 3.251719093 10.705531654 4.731710033 10.845356439 6.560374108 NA 0.003746139 10.512577225 10.753661442 11.096549202 10.687225369 10.491129664 8.548756417 8.751984834 5.910922099 10.373934499 11.031006943 9.849282173 10.408933551 -0.996253861 0.588708640 NA 9.769492580 9.771148894 8.658428228 2.463230083 14.093159771 12.886244047 10.667350197 6.945720058 10.021992247 -0.996253861 NA NA -0.996253861 14.506313111 7.644037237 8.511586635 11.932125374 NA 7.573647945 9.516641225 11.062122049 3.758676276 11.050575022 10.407336710 9.064487880 9.179965304 9.543920177 11.184944315 10.394498386 9.374479409 10.651700130 7.758679607 9.059426937 8.571748094 9.658428049 3.677914102 6.122732761 11.128236490 0.00000000 0.00021716 -0.00263220 0.02202400 0.41863000 0.43210000 -0.01656700 -0.01752900 -0.01697900 0.00000000 0.00000000 0.00000000 0.00021716 -0.46249000 -0.45404000 -0.45404000 -0.45404000 -0.45404000 0.00208050 0.02202400 -0.02000100 -0.44975000 -0.44878000 -0.44878000 -0.01656700 -0.45565000 -0.02039400 -0.00110870 0.01352800 -0.44620000 -0.01697900 0.000 0.000 0.000 -0.456 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 -0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.426 0.426 -0.045 0.404 -0.449 -0.449 0.000 0.000 0.000 0.000 0.000 -0.456 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 -0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.426 0.426 -0.045 0.404 -0.449 -0.449 0.000 0.000 10.0872714 6.3075724 9.5115866 6.5258637 NA 8.9521594 10.1693271 9.6519160 10.0919177 11.5239761 10.3799174 2.0037821 6.0372153 9.6655701 3.1314249 6.8429964 10.1849443 7.1227328 NA 4.1737191 5.2517191 2.4632301 9.3646392 6.1636638 10.6676970 10.3558355 10.5203096 8.2540904 0.5887086 NA NA 10.0631365 7.1227328 9.4456988 1.0038181 7.3212048 10.243390610 10.260000714 8.153539365 10.556461125 8.261180065 5.957988867 9.908426699 4.361347278 10.650350719 9.560298056 6.916680853 6.731712748 9.962344698 7.531269160 13.075086801 10.891393515 10.046135368 12.590162740 13.105439507 6.334709492 9.316675023 10.195468179 8.892535227 9.284562715 6.222961015 13.335688689 8.298412714 9.158610193 6.633149270 3.758676276 11.143343415 8.450875131 13.308214681 8.235013289 12.220083198 8.812756193 7.391808955 11.118185082 11.538338142 9.260000714 15.949978720 11.409709991 11.596015467 13.467954872 10.209585322 0.003746139 10.965965115 8.385334826 10.786380807 8.793325635 7.279916033 10.035837769 12.334848935 11.021644411 11.757002530 4.588756604 5.446735945 5.647648375 11.269700077 11.983753071 8.006607156 NA -0.996253861 10.271749087 13.128640343 10.469832773 7.203464491 10.828750808 11.845552932 11.848105504 10.355835474 9.326846730 10.069208202 7.321204763 10.268234598 5.213246173 9.161138939 5.618502969 9.383170526 7.867977984 7.218110802 12.536387835 8.006607156 11.258525461 9.750306359 1.811142174 13.083360167 6.145184246 6.325720999 8.197120346 9.957988432 10.037903260 5.048188223 8.463223542 10.192998946 8.042711087 11.582636441 8.145899039 12.359968885 10.761182035 2.325731791 11.595781820 10.535660789 10.228999497 0.003746139 10.639510204 8.780225112 2.588756604 10.445698774 8.473433824 8.830340584 9.067187213 8.918177198 8.543590611 5.588753607 9.084609638 5.133074380 10.848105543 10.514061686 11.061445385 13.085857912 10.847713067 10.872614632 9.542950787 11.008714752 8.088600636 6.143342394 9.281079455 9.236212997 1.811142174 NA NA 10.339740572 11.124914318 8.975335556 2.325731791 7.573647945 8.020600539 10.052959916 TCGA-AK-3426 37 1 885 NA kidney stage iii t3a n1 m0 male 2004 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA NA NA 2 5 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.70821242 10.51201360 7.06580493 9.20495280 9.37004372 9.07354044 3.79966758 8.99189962 8.73934487 NA 4.07714043 6.40928910 3.33399612 9.67045443 8.99967536 10.17470389 12.48374805 3.89588424 8.71152141 10.60613081 12.13551685 13.25582912 10.57513285 10.79030646 10.35531145 8.69322767 5.52664477 14.18801587 6.58553946 -0.05829269 8.66619737 9.63691186 10.74500744 10.03311887 4.89587939 2.26360536 8.78088715 9.71647053 12.83346721 9.37839501 7.63517032 11.24117777 9.38359025 10.65248990 6.70986820 12.18292189 6.50392589 9.78560449 10.24546429 9.85157666 8.72958608 5.79966499 12.37670260 11.42499544 10.16447845 7.62467777 -0.05829269 10.07546792 0.94170731 9.03352872 7.95011201 0.52666981 9.50010431 9.86575368 8.68146402 9.23990661 4.26361287 8.89733331 9.25115975 4.26361287 10.99527003 10.83574332 6.78717385 5.18961110 7.66919547 9.59542422 10.53133467 9.60701936 9.51438367 14.93535167 8.89878547 7.97235089 8.89442461 5.44947884 9.88126266 7.89588000 11.21285467 8.88419800 11.62840289 2.94258957 10.06998727 7.19434910 9.56281958 9.22245417 0.94170731 10.01314580 9.50010431 12.32619747 6.83650109 15.44585215 7.98607753 10.42102422 8.74258329 11.55363045 -0.05829269 9.07995538 14.50904546 9.31780896 8.92610204 7.66278300 7.82432681 7.85756305 9.66449102 10.71193441 7.90457923 8.36164380 8.64212319 8.69322767 3.18960320 9.47695880 9.00102784 9.98539440 9.96127430 9.95360951 6.95849124 11.60179307 9.88932052 11.76206194 5.20847044 3.69657256 9.70986786 7.69990693 9.47403950 9.95709856 4.40111844 3.69657256 2.64212392 14.07438404 5.68315183 11.42423942 5.26361287 6.20847044 10.95849182 11.22071363 5.95291127 7.50010411 10.56967327 9.99560945 10.49194927 11.10400557 10.21547913 8.47695880 10.31073546 10.96647690 4.49627059 4.33400327 1.52666981 9.51153920 7.45343609 2.11159893 10.67766257 11.70344249 8.99696603 10.58192843 9.08123496 3.34291026 10.67130425 8.06838813 10.52216818 4.77457097 6.80587024 8.34042741 7.99967536 5.17855929 8.55270829 7.41335883 10.77615458 11.24888429 10.95883992 10.07289737 12.60335027 8.84556532 8.98607753 9.20846995 7.39289439 3.40111161 7.33828802 10.92182309 5.80264560 6.34392831 9.49531282 10.45590439 7.83346698 9.61675834 12.03724534 11.08251326 7.25456664 10.08315206 8.60698403 6.01849843 9.42952349 -1.05829269 7.91896339 5.38462663 12.58779214 11.60568628 8.33400104 10.83688006 9.92325082 9.00507852 3.02915248 11.31128087 9.28041980 7.98334252 9.90674632 1.94166975 4.36795110 7.13644058 3.15736715 6.69657117 3.02915248 9.46720427 5.38462663 10.72590940 7.74562055 -0.05829269 3.46524314 10.98436890 10.26586407 11.64947400 10.69907354 11.93125542 7.25456664 8.22013306 5.03296038 9.84255039 10.80083003 10.08251326 10.86166410 7.08123522 NA NA 10.02050151 9.42045314 9.48471537 4.40111844 11.76803339 12.05053462 10.95151210 7.95332985 10.27651539 -0.05829269 2.26360536 0.52666981 NA 14.03773974 6.59273508 8.86797953 11.07899489 NA 8.22245441 8.55270829 10.29096470 8.21547913 10.49818952 10.03510109 9.40928910 9.83801591 9.39495416 11.03773974 8.75225519 9.76186251 9.91178939 9.06967773 9.32430748 6.26361099 10.58011938 4.02914364 9.03978133 11.78874084 0.00583090 0.00569190 0.01112100 0.01265500 0.04414800 0.01167900 -0.01202400 -0.00885260 -0.09062600 0.00000000 0.00000000 0.00583090 0.00569190 0.00069327 -0.28940000 -0.28940000 -0.28263000 0.01112100 0.01978300 0.01265500 -0.28822000 -0.28917000 -0.28632000 -0.28632000 -0.01202400 0.00777830 -0.28180000 -0.28964000 -0.00110870 -0.02548300 -0.09062600 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 0.000 0.000 0.000 0.000 -0.288 -0.288 0.000 0.000 -0.289 -0.289 -0.286 -0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 0.000 0.000 0.000 0.000 -0.288 -0.288 0.000 0.000 -0.289 -0.289 -0.286 -0.286 0.000 0.000 10.85232624 7.07096672 9.02250098 7.65427943 1.26363540 9.67385089 10.46964914 10.42568567 9.43353662 11.71660643 9.83877265 -0.05829269 6.54159692 10.13582470 5.62818450 6.66278229 10.28209005 7.99967536 -0.05829269 8.52476618 5.68315183 4.07096457 9.22361345 8.88273108 11.55501949 10.17470389 11.26252354 9.12034831 0.94170731 NA 3.79966758 10.24260798 7.44947801 9.07354044 -1.05829269 9.86946152 10.0304717 10.0317959 9.4593529 11.3218740 8.1896111 6.6831504 9.6755462 4.9860787 9.5882422 9.9785440 7.4092891 7.4769592 9.4740395 7.2178075 12.1058048 11.0965016 9.8189676 13.3859219 12.8747286 6.5115392 9.6246781 9.9332054 9.9737292 9.9695896 8.0317960 12.9396568 7.3253882 6.3928944 6.1413551 1.2636354 10.7032347 8.2037782 13.3439628 10.4534362 11.7620619 9.0449714 5.8841974 11.0648350 9.1002931 6.2084704 13.5456575 11.1040056 11.6776625 12.9735570 10.1296541 2.4011116 11.7427856 8.8709420 11.3088252 7.4133588 8.3210618 10.2920702 11.9692440 11.4064845 11.0693554 3.9416791 8.6070195 6.3425636 9.9367439 12.7479310 7.1116083 1.2636354 0.5266698 9.9942516 12.7242723 10.6487449 6.9132269 9.9487108 11.629059 11.375530 10.174704 10.606131 10.575133 8.674699 14.255204 5.964052 9.253432 6.930368 10.034441 6.709868 7.530398 11.426753 8.153572 10.962663 10.571040 2.526645 12.282229 9.042688 7.938863 7.419199 10.122836 10.149308 6.245463 6.227086 9.420453 7.240891 12.651414 7.055426 12.973385 11.629934 NA 11.202603 11.726114 10.800442 3.401112 10.498668 8.537873 5.709867 10.571040 5.526645 6.409289 6.007772 9.081235 10.357114 5.556393 8.615876 5.964052 10.921823 10.409289 10.550862 12.587792 10.069033 10.557313 9.906746 11.191982 7.388766 7.165685 10.153572 10.363748 6.263611 1.263635 3.585539 11.121593 12.846559 7.827380 4.872420 8.222454 7.652490 9.424492 TCGA-AK-3427 65 0 NA 3583 kidney stage i t1a n0 m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 1 NA 3 3 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8027929 9.8522619 2.5285213 4.5285338 9.2713463 0.2066432 9.6578145 8.5794687 7.4545313 5.0892481 8.3538085 9.8887203 10.2693242 11.9914428 7.8102297 13.5382203 8.9846805 9.2455225 5.7764594 5.3358869 7.8432283 9.6159944 5.9070421 3.4545313 6.4827273 3.3465598 8.3512873 8.4233492 7.7764594 10.4032056 8.0010191 9.6752276 9.5762009 11.7995276 8.1838835 16.3274112 5.6660351 9.6481159 6.6578143 12.8073295 0.2066432 4.3765266 8.2178307 13.6299164 8.0676903 NA 1.5285213 6.2834199 9.2037831 9.5069561 8.4473949 5.7457617 8.7321243 10.5098134 0.2066432 9.4473949 8.9961370 9.7840323 12.1142453 9.6944436 7.2455223 11.8843650 9.6964514 12.3214845 7.9070433 -0.7933568 11.7176148 10.0497394 9.6924328 8.1895973 1.7915641 5.2289726 3.7915641 14.1242086 3.0139624 8.1838835 3.2940619 8.5172162 12.1461827 11.3607887 0.2066432 6.5464531 8.5881464 9.9208490 9.9673234 12.5406449 8.6742089 7.6701279 5.6660351 11.3442351 2.2066120 2.3765404 2.5285213 8.7064494 2.3765404 NA 9.8074456 11.4044345 10.9476491 8.4686982 8.3255447 -0.7933568 9.1637055 9.0347401 10.0951565 14.4663100 1.2065807 9.0923000 5.3964267 2.9070445 12.4187958 8.7418788 9.3689948 10.8661535 9.9430054 11.1127425 14.2950191 9.2414024 9.7389595 13.7687863 7.0458077 0.2066432 8.1578880 9.9259923 14.4148371 8.7378290 8.4497776 11.0999050 2.2066120 10.8405069 10.6858785 10.8513611 6.0645854 12.6931871 8.4405827 3.2065963 6.3046352 NA 8.1432414 4.9614891 12.4580859 9.6202314 10.0243866 10.8957279 10.0715635 10.3658441 4.5989190 11.1834933 10.7559069 8.7534979 9.2740377 1.7915641 7.1549710 5.2289726 0.2066432 NA 4.2509995 11.6901674 5.1838835 8.0622820 6.0267824 NA -0.7933568 9.8576551 11.2438072 10.1874571 9.6873937 9.4136178 8.6138712 8.8554643 6.4747005 9.2108240 11.3569854 11.0046702 8.1044488 3.8504594 -0.7933568 1.5285213 9.0473813 10.8670451 8.0676903 0.2066432 10.4856336 12.5375204 9.9336731 9.3840105 9.6032083 -0.7933568 NA 4.2066042 NA 12.9192379 6.3255447 8.5816427 10.5967724 -0.7933568 8.2372707 9.2386493 12.0538566 2.6660294 9.2455225 12.2157323 9.0171750 8.3538085 10.1995418 11.0042650 10.9225654 7.1254672 11.3287844 7.6074827 9.3423127 5.5641556 8.6619306 4.6071409 7.8719391 12.7339583 -0.7982800 -0.0138590 0.0038854 -0.0017219 0.6840700 -0.0279450 -0.0336770 0.0042809 -0.0806740 -0.7982800 -0.7982800 -0.7982800 -0.0138590 -0.0138590 0.0158660 -0.0139530 -0.0139530 -0.0139530 0.0122370 0.0038854 -0.0644690 0.0079175 0.0199230 0.0199230 -0.0336770 0.0130740 0.0178240 -0.8010300 -0.0257560 0.0307320 -0.0806740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.798 -0.798 0.732 0.732 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.798 -0.798 0.732 0.732 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 8.780251 6.666035 8.371511 8.135299 2.376540 9.768846 4.294069 8.353910 10.752051 11.305030 11.343595 2.013962 6.261886 10.639145 2.528521 10.175270 10.522319 5.396427 NA 6.714398 1.206581 NA 11.106716 4.113492 9.445008 8.620232 11.372917 6.714398 1.791564 NA NA 10.759753 8.526275 8.839599 NA 2.528521 6.5375197 8.3358865 9.8259064 8.2509976 7.5553315 10.6655227 8.5442253 2.2066120 10.8291129 8.1014211 7.0075039 7.0520931 10.5335947 6.3563498 13.0675934 12.2152072 9.5069561 12.9820080 14.7124150 5.3563516 10.1666054 9.1328994 4.3358834 9.5475663 5.2726914 12.0400866 8.3203457 6.8139338 3.5285338 0.7916057 10.8935417 5.9747886 10.9706457 7.6032079 12.3214845 8.9208489 9.5652546 6.3865127 8.1432414 8.5172162 11.9963409 12.5406449 7.3964284 14.6029741 8.0203844 1.2065807 8.8878417 7.6944436 7.9208489 8.7418788 8.4989250 9.1164965 13.6728712 7.5946210 11.8858636 5.5464531 6.5285323 6.5375197 11.8939792 10.9920560 5.1607992 NA 0.7916057 9.3410297 12.1006633 8.7799097 7.6742092 10.8926662 10.8838826 11.4527503 8.6202316 9.0645843 11.8116199 2.0139624 5.1607992 3.3765266 8.8983471 3.6660407 8.8790287 5.9070421 4.9345259 12.4079571 9.0968677 10.9434281 8.2993605 4.4920070 13.9105611 4.1202109 6.6742092 7.3343913 11.3300783 7.7024588 0.7916057 10.8830014 9.3112022 9.2331269 11.3573028 3.2940619 7.6984567 8.5553315 1.5285213 8.1254667 11.9264201 9.3964280 NA 9.7611923 8.7953182 0.7916057 8.6328684 0.7916057 9.7370098 9.2740377 8.3255447 8.1609162 -0.7933568 10.1810180 7.7223034 9.9259923 10.8143961 10.7688459 12.4580859 12.5069560 13.7932087 9.2740377 9.4221365 6.8432276 5.8213122 9.7859194 9.8728275 1.5285213 9.4634020 -0.7933568 8.4473949 11.1334258 7.4402230 1.2065807 8.2372707 8.0363264 9.2234117 TCGA-AK-3428 62 0 NA 3728 kidney stage iii t3b n0 m0 male 2004 NA no 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 3 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 1.872727e-06 6.589225e-07 6.66666666666667 22.6666666666667 18.6666666666667 25.3333333333333 26.6666666666667 7.825854 10.628749 7.254189 7.017385 10.234197 7.137056 8.803417 6.402480 9.376268 NA 1.712508 2.945439 4.530395 9.506984 5.733932 10.814118 11.841906 8.302988 8.943385 9.616575 11.903857 13.872045 9.798887 11.223674 8.581401 6.306184 8.309371 10.992312 6.903857 NA 6.474689 7.766775 9.615287 9.404867 -0.513955 -0.513955 8.254188 9.118999 9.897515 9.730368 5.158430 5.825854 10.229155 10.902802 5.878321 9.863214 7.280420 10.511836 11.068616 7.416741 6.009567 2.655924 10.310167 9.640822 10.920632 7.552093 NA 10.638289 1.485993 8.941331 6.733932 NA 10.106224 8.422642 7.416741 9.128724 NA 5.508372 8.549399 2.070973 10.284476 9.731557 11.523894 4.240894 11.510787 11.737191 11.057757 9.097029 10.841906 16.564082 9.376268 8.573467 10.068146 2.945439 8.999732 7.474688 10.065320 6.115360 12.251705 NA 5.833315 7.129860 10.008585 9.034826 0.486045 9.668398 7.834732 11.569151 7.878321 15.228226 9.829190 10.775308 9.163724 11.615931 NA 2.070973 12.547375 12.193795 6.085917 -0.513955 9.113538 8.935153 6.685677 10.533810 9.050153 7.422642 8.434371 9.484595 1.485993 10.270639 7.093334 9.476108 10.425583 8.979860 8.040593 12.041873 9.317311 11.847948 NA -0.513955 9.970827 9.257493 8.147782 9.069087 -0.513955 NA 3.733929 14.366448 5.009567 10.178620 12.486532 9.454671 8.158429 9.244227 4.129860 5.293359 11.126701 10.954119 9.290135 12.327765 10.079395 7.386870 7.710006 11.099794 1.807932 2.807932 2.655924 8.365587 2.070973 1.070939 7.695457 12.780912 8.975852 9.759800 8.823626 1.070939 9.655929 7.670879 9.849766 9.147782 7.144216 8.977857 6.280420 5.733932 10.304586 9.508372 11.646191 10.308575 12.599583 9.170753 11.635434 9.315727 11.380443 9.368280 7.690575 -0.513955 7.680761 11.162402 9.245892 8.633209 9.741033 11.569816 9.215625 10.233358 10.741033 11.709101 2.655924 9.955646 6.749226 -0.513955 5.714822 NA 8.668398 7.386870 13.710006 9.267364 8.922716 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 0.698 10.421906 5.240891 9.106224 6.395058 0.486045 8.144216 8.690575 9.999712 7.807932 11.323916 10.686290 1.807932 6.280420 9.174254 4.186445 7.343985 10.146000 6.280420 NA 6.961738 3.945439 1.807932 9.748099 4.945434 9.887022 10.814118 11.124558 8.115361 2.070973 NA NA 9.908069 7.645875 9.914364 NA 3.878323 10.299785 10.500722 7.380822 11.821115 8.524923 5.895395 10.293359 4.186445 10.314140 8.819159 4.843557 7.165484 10.867547 6.895395 13.352993 11.332278 10.554782 13.512527 13.250668 6.937215 7.834732 9.032898 6.961738 9.181232 10.287712 13.816781 9.203681 9.670879 5.240891 0.486045 9.769092 9.314140 13.599176 8.154889 11.847948 8.869708 7.151340 10.390639 13.201966 9.454671 15.969599 12.327765 11.549736 14.522736 10.197671 2.293370 10.202823 9.552093 8.854511 9.508372 7.878321 10.086846 12.634639 9.736302 11.818877 -0.513955 4.655930 6.508372 11.315330 12.428885 4.878323 0.486045 NA 11.213499 13.199498 11.000225 7.552093 10.965279 11.501419 12.552598 10.814118 9.616575 9.798887 5.129860 11.933346 5.961737 8.665913 6.508372 9.535853 5.878321 7.568153 13.161738 8.244227 11.719324 9.937215 NA 14.395522 4.184780 5.186445 8.640822 9.806805 9.690575 5.100713 9.098872 10.089630 8.005640 11.279201 4.878323 11.814398 9.859957 NA 11.701537 10.303787 10.222406 NA 10.680761 9.602348 6.903857 10.069087 8.541286 9.663424 8.787500 8.823626 7.529961 3.945439 9.137056 2.807932 11.162402 10.535172 11.391391 13.710006 10.497231 11.403376 9.855601 10.583378 7.398893 4.733929 9.237548 9.146000 2.485993 5.129860 NA 11.671809 10.982423 9.409332 4.486006 7.578761 7.573467 10.362521 TCGA-AK-3429 54 0 NA 3328 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242424e-07 3.121212e-07 14.2857142857143 21.4285714285714 21.4285714285714 32.1428571428571 10.7142857142857 7.70744680 9.75966103 9.62164459 7.29122689 10.55376895 7.01010510 NA 4.79104304 8.99711454 NA -0.63957953 4.12602297 6.02724696 9.08295587 5.57772187 9.91737924 12.46233437 5.72506218 10.41522997 9.85314438 10.97335850 15.19486700 9.77665411 11.11637899 8.26256376 4.12602297 6.89654312 11.38618325 6.01584097 NA 6.36947870 9.40488418 9.46482671 10.00578818 2.36047665 1.03857665 8.37841191 9.43837374 11.11236874 8.93034557 6.17811306 8.55228945 9.59889479 10.61410117 6.47318945 10.93224259 3.94544852 10.18894385 10.12004538 7.29594981 6.83297733 1.03857665 10.62164468 10.33260814 10.89537647 7.23823466 2.36047665 10.20598002 0.62349233 9.36611454 7.75623806 NA 10.36386733 9.03997018 7.95742538 10.09399347 -0.96156382 6.02724696 9.16784487 1.36047665 9.81087653 9.86669830 8.93489417 3.20848605 10.26917683 13.69905924 11.23915402 9.55721497 9.33088350 16.03911212 9.02440390 7.98984633 10.22776875 4.59315056 8.89964876 8.05537030 9.88483584 4.71098822 11.22684163 2.36047665 7.78900081 7.93942877 10.26196032 9.35823404 2.49799550 9.34234273 8.33318264 11.58207709 7.70389804 15.71551037 8.22838630 10.55912161 7.31002468 11.38729005 NA 2.36047665 13.53272994 11.62891500 8.19843325 3.62352745 8.24557600 9.52237772 9.02724668 10.76860739 9.04137688 8.26256376 8.56994331 9.84349948 NA 9.82156003 9.11136445 9.17811331 10.32165024 9.61599077 8.45852186 11.78612131 9.16913255 12.94929829 -0.96156382 0.03857665 10.19654029 9.27337928 9.40815924 9.48667818 NA 5.03856348 NA 13.90366684 9.43409608 9.86113267 13.67422332 8.48564499 10.04978907 9.84832999 4.08295800 6.53840779 11.82891040 9.85953851 9.45324717 11.82025764 9.94319655 8.16268336 8.06092988 11.26256353 -0.96156382 1.62353915 3.62352745 8.13659387 1.03857665 NA 9.00001155 12.70256465 9.39611388 9.46692215 8.86352068 2.62351574 9.57286485 8.41577261 9.14960615 13.82631143 6.98692967 9.54139364 11.22064580 4.59774569 9.99493803 8.55228945 10.94206719 12.12253975 12.58328489 9.47926492 12.26647862 9.38396711 10.22157685 9.11804664 10.61220909 4.20848605 7.97519968 11.00073490 11.68901233 9.33845673 8.83460157 11.98290793 5.94545320 9.59602553 11.64496709 10.82768789 5.08295800 9.98473716 7.39135531 6.36947870 6.60080495 NA 8.25288111 5.99275710 12.89527920 10.18322013 9.37171719 10.70478587 11.11904635 8.64958672 5.68241879 10.78581502 9.37283525 8.57189179 9.01584180 -0.96156382 5.34234140 5.34234140 1.03857665 5.20848605 3.89654312 10.71142917 5.92120542 9.26376942 5.48150562 NA NA 10.54586096 10.36105344 10.65373173 10.81951164 10.21036414 9.35257868 8.41349254 6.65430234 11.19337997 11.16171332 9.77072930 11.17170410 0.03857665 NA NA 9.86352068 9.59889479 8.32627442 6.66791908 12.56933396 13.84072480 11.42010481 7.74736994 9.72855983 0.03857665 2.03857665 NA NA 14.62792043 7.12071066 8.79845009 11.15555553 NA 7.30065640 9.13042024 11.23731383 3.73900556 9.55819817 10.42442425 9.39391295 8.73900151 9.57578031 11.35936243 11.16816690 8.56212372 11.14937141 7.70744680 9.81499495 6.56994369 9.33776995 4.16949213 7.39883859 11.01046461 -0.0056757 0.4101100 0.0058988 0.4592200 0.4592600 -0.0077482 -0.0055375 -0.0018014 0.3695300 -0.0149160 -0.0149160 -0.0056757 0.4101100 0.4101100 -0.4725800 -0.4725800 -0.4598200 -0.4598200 0.0087528 0.4592200 -0.0042929 -0.0077482 0.4437600 0.4437600 -0.0268510 -0.0079866 0.0000000 -0.4734200 0.0015255 0.0043021 0.3695300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.468 0.000 0.410 0.410 -0.460 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.459 0.459 0.000 0.000 0.444 0.444 0.370 0.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.468 0.000 0.410 0.410 -0.460 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.459 0.459 0.000 0.000 0.444 0.444 0.370 0.195 9.51328189 6.30534860 9.48046851 6.78916844 NA 8.67518645 4.24801863 9.78729990 8.57383726 11.89380218 10.48874214 0.03857665 6.22838582 9.40924921 2.03857665 7.53441728 11.01584180 11.22064580 -0.96156382 6.93942877 4.99275937 0.03857665 8.99421171 4.46482507 10.03068589 9.91737924 11.78810243 8.54833682 0.03857665 NA NA 10.26196032 7.40488439 8.94244384 NA 7.84591652 8.92578258 10.12204122 8.38285786 9.07473555 8.40269660 5.84591652 9.56603881 4.53041414 9.66609580 9.53341754 6.27696744 7.53840779 9.93262166 6.99856335 13.19171804 10.92882613 10.14969759 13.07284501 12.70367569 6.47318945 8.72681215 9.37506855 8.36499126 9.17939162 7.06646812 13.25060222 8.49388907 10.03079209 4.36049070 3.89654312 10.80177423 7.86511029 13.21940345 7.40050548 12.94929829 8.38507550 6.89031049 8.38063639 9.82564827 8.48564499 15.76166283 11.82025764 10.40597662 13.50227782 9.94545247 2.03857665 10.76988089 9.72331042 10.46010076 8.55228945 8.14969734 9.77496376 12.50157529 11.43061093 11.47005951 1.03857665 5.83297860 4.79344855 11.65027832 11.97372692 7.53840779 0.03857665 0.03857665 10.70034001 12.93432649 10.70962520 7.61976220 10.59171120 11.20973871 11.97501578 9.91737924 9.85314438 9.77665411 7.58545609 11.37115795 5.32396446 9.41142688 5.34234140 9.27457617 6.47318945 7.85554564 12.50731065 9.66882898 11.38756659 9.26014895 3.03855909 13.95079632 6.22957254 6.32396446 8.74869670 10.44954311 9.90274803 5.69677284 8.64033280 9.88091215 7.42657926 11.67450669 5.01584097 12.65350172 10.26376930 NA 11.56481656 10.64126070 10.38119218 1.62353915 10.31119167 9.21473511 4.68241599 10.52941279 7.59698283 8.54437333 7.04978866 8.86352068 9.03049472 5.12602297 8.94244384 2.84591151 11.00073490 10.19148048 11.09553819 12.89527920 10.93527270 11.39666359 9.01584180 11.08875068 8.06370139 5.28648938 9.83460157 8.73030539 1.36047665 3.03855909 0.03857665 10.10868283 11.82657868 8.30065686 4.96929787 7.30065640 8.09655335 9.42010486 TCGA-AK-3430 61 1 480 NA kidney stage iii t3b n1 m0 male 2004 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA NA NA NA NA 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.17302000 0.03961900 -0.00843850 0.40177000 0.39562000 -0.00097017 -0.02081000 -0.01202400 0.01663500 0.17302000 0.17302000 0.17302000 0.03961900 0.03961900 -0.47881000 -0.47881000 -0.47881000 -0.47881000 0.40486000 0.40177000 -0.48691000 -0.02265600 0.00000000 0.00000000 -0.47258000 -0.00731180 -0.01243800 -0.51788000 0.00903120 -0.00954260 0.01663500 0.000 0.000 0.000 0.000 0.403 0.403 0.000 -0.466 0.404 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.173 0.173 0.000 0.000 -0.465 0.000 0.469 0.000 -0.479 0.000 0.405 0.405 0.402 0.402 -0.469 -0.469 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 -0.466 0.404 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.173 0.173 0.000 0.000 -0.465 0.000 0.469 0.000 -0.479 0.000 0.405 0.405 0.402 0.402 -0.469 -0.469 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-AK-3431 62 1 2241 NA kidney stage ii t2 nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 NA NA 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976768e-06 4.508417e-07 2.8169014084507 14.0845070422535 21.1267605633803 30.9859154929577 30.9859154929577 8.4033265 10.3688238 5.5767035 7.3221310 10.4009321 7.6711384 -0.8326421 9.1199226 8.8415046 1.4892346 2.4615548 3.3372401 3.1673098 10.7328906 5.6751074 10.8410632 12.3507928 6.9288642 7.4152398 10.3682111 11.9024454 14.1174929 10.1481661 11.5510168 8.8815579 8.9698288 7.0190614 12.8935306 5.8255236 NA 8.8884118 9.3106957 9.7820224 9.6957666 3.3372401 0.1673579 8.3961312 9.2253041 10.7156527 10.3552830 6.0128033 1.9746761 9.9020222 10.9970352 6.6019401 9.2797519 7.2441278 10.0987888 11.2881983 8.2574251 7.5466908 2.1673258 10.7861568 9.8075575 10.6071434 7.3669848 NA 10.5813634 1.7522776 8.8057484 7.1896803 NA 9.9338414 9.3669848 7.9649738 9.4376312 NA 5.3170580 8.9188567 3.0741971 11.1816817 9.2103397 11.4302882 8.2627094 10.6990204 11.5806760 11.5759076 9.1273145 11.0088768 15.5472323 9.1855128 8.8538129 9.7494545 3.7522776 9.3359845 7.4104861 10.4931801 9.6601671 12.3073434 2.2866742 7.5696422 7.8815582 11.2283461 9.2953068 3.5596264 9.5777638 9.2239503 11.5867460 7.7560272 14.3106076 10.2225950 10.5410205 8.9003277 11.2249658 NA 4.9221978 11.6526387 10.9866933 7.0980500 -0.8326421 8.3322192 9.0514830 8.8625407 11.0194518 9.2441281 9.1574164 8.0468959 9.5093871 1.4892346 10.1381374 8.7635022 9.3583716 10.5856922 9.2360908 7.4801956 11.4502503 9.6257191 11.8147709 4.8677532 2.9746761 10.0891534 9.1069944 8.5248645 9.8781190 NA 2.8677581 1.1672937 14.1244599 5.5596295 10.5998544 9.8192610 8.7578997 8.8021234 9.6751070 3.4892346 5.1896823 11.2904639 10.6536448 9.2507918 11.7347933 9.9818949 8.0221808 8.1068916 10.8858454 7.4937418 5.1215087 7.0980500 8.1869031 1.7522776 NA 8.8607996 12.0902685 9.1616660 8.5681918 9.8138711 2.4892346 9.2007356 7.8255243 9.8035837 9.7635022 7.6470928 9.5692587 7.2653450 5.2394171 10.0545331 9.4619333 11.1616659 10.8494293 12.9193795 9.2307076 11.6629177 9.2574249 10.2959513 9.1588343 6.7295555 4.0252946 8.2836565 11.9466215 12.2001606 8.0755251 9.5809405 11.7725605 8.2991695 10.0468958 11.5914788 11.4232262 6.2547754 10.0906400 8.3409396 5.3170580 6.7295555 NA 9.9280324 7.1785394 13.1567957 9.4009321 8.3694364 11.4229312 9.4584831 9.9922712 5.8397379 10.7974431 8.9054048 7.6308372 9.9649740 3.4892346 4.1215128 8.2965955 4.0252946 0.7522348 4.1673098 10.5176992 6.6102556 10.7875323 6.4152398 NA -0.8326421 10.6938117 10.4128652 11.2444620 10.7295549 10.3010969 8.0802020 8.2879132 5.2127989 11.2511242 11.7776453 10.2367623 11.0980499 0.7522348 NA NA 9.8138711 9.2007356 8.9665940 -0.8326421 13.8666138 14.7180292 12.2362587 8.4321067 10.2117065 0.7522348 0.1673579 NA NA 14.8124080 8.1503063 9.3447320 12.5584218 NA 7.6986943 9.2294800 11.1309311 4.7219030 11.0628878 9.6185235 9.6081816 8.6908745 9.4446000 11.2110233 10.4909303 8.9155054 10.7343178 7.6019409 9.6369543 8.7709387 10.6651644 4.4852658 6.3571367 10.5188039 -0.00013862 0.00291330 0.00555290 0.00305220 0.00152550 -0.00138580 -0.04319500 -0.00373950 -0.02726100 -0.00013862 -0.00013862 -0.00013862 0.00291330 0.00291330 -0.45018000 -0.45018000 -0.45018000 -0.45018000 0.00624810 0.00305220 0.00319100 -0.00138580 0.00260560 0.00260560 -0.04319500 0.00000000 0.00027728 -0.44919000 -0.03176800 0.00083195 -0.01801400 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.45 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.45 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.1424439 6.6511278 10.4051200 7.0851622 NA 8.8273084 10.1834244 10.6678009 9.7352686 11.2625084 10.4676650 1.4892346 6.0980489 9.2171611 5.3814357 7.7522749 10.3183290 7.2653450 NA 5.5423509 4.7522776 1.4892346 9.6470927 6.4434376 10.1870839 10.8410632 11.1772216 7.6470928 0.1673579 NA NA 9.5977650 6.6671584 8.4340990 NA 4.7522776 10.8837033 10.4211600 8.1785399 10.8716485 8.1503063 7.2334021 10.2360908 4.0742057 10.3731057 8.5138263 5.8397379 6.7447410 10.8625408 8.5401776 13.5590260 10.8952329 10.7998533 13.3409896 13.1863819 7.3571367 9.5104981 10.0824449 7.4009324 9.7792594 9.1171392 13.6969260 10.2280084 8.8503072 6.5336350 5.0742014 10.5941014 9.6216118 13.4604248 8.2089717 11.8147709 8.6651643 6.9155054 9.8353110 11.2130721 8.7578997 15.1990137 11.7347933 11.6521354 13.9174961 10.3626847 0.1673579 10.0973106 10.3943267 9.7578995 9.4619333 7.8467923 10.0628878 13.2128162 9.8901200 12.0059255 4.4527140 5.5071635 5.2758377 10.9637578 12.2422902 6.5596295 -0.8326421 0.1673579 10.5585561 12.9629463 10.8480940 8.0590962 11.1952185 11.5862192 12.8151082 10.8410632 10.3682111 10.1481661 6.5510161 10.2673177 5.4340978 8.6531417 7.7783374 10.1531544 6.6019401 8.2360908 13.6488559 8.3297040 12.0011909 10.1323752 1.7522776 14.3484259 4.0435807 5.2965969 9.2364534 9.8994799 10.3997334 6.2117073 9.1098270 10.3391148 8.5071623 11.9774824 5.6267428 11.1795878 11.7984895 2.7522776 10.9543988 10.6328789 10.2307076 2.8677581 10.9966388 9.2034860 5.7219003 10.0726995 8.7801811 9.7792594 7.3571367 9.8138711 8.7017320 3.3372401 8.8555628 5.2334011 11.9466215 10.5692586 11.5369098 13.1567957 10.2719113 11.2447959 9.9649740 11.0936085 7.6308372 5.6102571 9.9321840 9.4835939 3.4892346 -0.8326421 NA 9.7122770 10.8294512 9.2901405 4.4892411 7.6986943 8.0283995 9.6879311 TCGA-AK-3433 48 0 NA 3409 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 NA NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.6988824 9.8658545 4.7764199 6.7251945 11.6911174 5.6900036 NA 8.8233937 9.4283055 NA -0.3512585 3.8095894 6.9795109 7.7930980 5.6900036 10.7785148 10.6297652 3.1575127 6.7764199 10.2426974 11.9967134 15.5278667 10.4175891 11.4232920 9.6698267 5.5789719 8.0471223 6.0780761 -0.6499554 NA 5.1575086 9.0190397 9.7584844 10.3452152 1.3501577 2.8095791 9.8619073 9.1798775 9.0763728 8.4612903 4.5596081 1.9351203 9.9114426 10.9980628 7.1830448 8.5909459 -0.6499554 9.4455517 9.5873646 8.5980823 8.3780607 NA 9.2065802 9.8549737 10.5043398 8.2779327 NA 11.2430845 NA 8.6900046 8.5275744 -0.6499554 11.1802737 9.5693232 8.1117059 9.6483089 NA 2.8095791 10.3238520 2.5200702 13.1200958 9.2926693 6.8339704 3.5980793 10.2384565 7.8054821 9.6493627 9.0575139 8.1703337 13.5409053 10.4108506 8.3863281 8.5200796 5.2570446 9.0453829 8.8599298 9.5885593 3.8095894 11.9788280 3.8128576 5.3099256 2.3501577 8.6447753 9.2343253 2.5200702 9.4960868 9.5717418 11.8036825 8.4455517 14.8039882 6.0505953 8.9619355 10.3224165 13.2843984 NA 2.5200702 8.2660341 12.2243676 8.8034253 4.0505975 8.6562164 5.1315154 5.2327989 10.9190608 9.3849536 8.8339704 10.4382804 9.6216177 1.3501577 11.2426975 8.8951190 11.3112425 12.6890303 9.6573554 9.0261117 12.2444874 9.5522785 13.5937749 3.9940094 0.3501577 9.7795615 9.7648399 8.0261117 11.6066582 NA 5.0780761 3.9351203 14.0104292 1.3501577 9.9922063 0.3501577 11.0531930 10.4013636 9.6516509 2.3501577 7.1117064 9.4508170 11.3068938 11.6320847 11.4335908 10.3911293 9.1972120 6.3159393 10.6771458 0.3501577 0.3501577 5.5980823 8.9940108 3.3501577 -0.6499554 11.7322382 10.8839710 10.8917353 9.6459235 9.4820117 0.9350825 10.1972120 6.7164765 8.6776622 5.8420083 3.5980793 7.4794375 7.6262792 2.6720858 12.1854156 8.7722195 10.1663384 10.0678311 10.4074695 9.5681123 12.8992173 9.8931865 11.1687369 11.6913955 0.9350825 NA 9.2660341 10.4216171 14.3354932 8.2161662 9.7816523 9.8609189 1.3501577 11.1257649 10.8460096 10.9304132 -0.6499554 10.7010938 8.6719475 1.6720632 3.0505888 NA 9.8834844 6.7847827 12.5776202 9.5313070 8.6216178 9.1846257 9.7637825 11.3965966 6.1830438 11.1195669 9.4781489 7.3890737 10.7853040 2.1574965 6.3725221 6.1315133 -0.6499554 0.9350825 7.9463443 12.8935490 5.0225809 7.8054821 11.0771987 0.3501577 NA 11.5580841 10.7515675 11.6256972 10.8284186 11.1237060 8.7595457 9.8717257 5.6597676 9.0763728 11.7980128 10.4094991 7.4376173 -0.6499554 0.3501577 NA 9.2525297 9.7327786 10.5650808 -0.6499554 9.8999393 13.7586171 7.7510338 8.8367485 9.4162438 NA NA NA NA 14.6504715 7.9123972 9.4269702 11.5747593 2.1574965 8.8854301 9.1387914 11.7488983 4.0505975 9.6169412 10.2712517 10.2442144 8.6539353 8.4560632 11.9297063 10.9468103 10.1510546 10.2889992 6.2690182 9.4781489 8.4638966 10.4540980 5.3501542 8.2431830 9.7110016 -0.48229 -0.44900 -0.47342 -0.55607 0.70326 0.69316 -0.52113 -0.54492 0.00000 -0.56614 -0.48859 -0.51476 -0.44900 -0.44900 -0.47342 -0.47342 -0.47342 -0.47342 0.75987 -0.50818 -0.49523 0.69316 0.64121 0.64121 -0.51239 0.67141 -0.48879 0.68496 0.60395 0.55407 0.00000 -0.521 -0.521 0.671 0.671 0.685 0.685 -0.489 0.697 0.621 0.585 0.585 -0.568 -0.568 0.664 0.664 0.554 0.554 -0.489 -0.489 0.605 0.605 -0.525 0.548 -0.449 -0.449 -0.473 -0.473 0.732 0.732 -0.508 -0.508 -0.468 -0.468 0.703 0.703 0.693 0.693 0.641 0.641 0.000 0.000 -0.521 -0.521 0.671 0.671 0.685 0.685 -0.489 0.697 0.621 0.585 0.585 -0.568 -0.568 0.664 0.664 0.554 0.554 -0.489 -0.489 0.605 0.605 -0.525 0.548 -0.449 -0.449 -0.473 -0.473 0.732 0.732 -0.508 -0.508 -0.468 -0.468 0.703 0.703 0.693 0.693 0.641 0.641 0.000 0.000 9.9731216 7.4376173 8.5789734 6.5790700 NA 9.2585472 11.3501547 7.7115279 7.2143405 10.9402130 11.0021033 NA 5.6539342 9.3571818 0.9350825 9.6436262 9.8450103 7.6262792 NA 6.7338587 2.1574965 -0.6499554 9.3599832 8.5200796 10.3082361 10.7785148 10.9367646 8.9047436 1.3501577 NA 0.3501577 9.2127921 8.7424721 9.9657843 NA 2.5200702 9.015491 8.772220 7.410851 9.355779 9.673209 10.012823 10.519453 2.935120 9.773271 8.564474 6.338840 4.598079 9.714289 6.105043 13.001543 12.867209 9.548600 12.693202 13.105251 6.793099 7.685545 9.453442 5.979511 9.496087 10.243456 11.669262 9.996713 8.040153 1.672063 2.520070 8.383578 8.380822 11.595113 9.429639 13.593775 8.877632 10.333148 11.619574 9.038405 11.053193 14.757356 11.433591 8.074669 12.586318 10.091622 NA 10.109211 10.254037 10.889798 8.772220 7.394548 9.228206 13.050594 8.725194 12.291386 4.105041 6.801366 8.821830 11.518200 12.085499 3.050589 NA NA 10.553503 11.596598 11.286771 5.578972 11.706882 12.0804125 13.2665940 10.7785148 10.2426974 10.4175891 4.6720802 7.7930980 3.5980793 8.9028237 4.1050411 9.7153834 7.1830448 3.8737148 11.8072585 9.3863283 12.3090698 11.1905392 3.5200828 12.2183985 5.4378303 4.8737148 7.3078948 11.6641713 8.0949887 0.9350825 11.1542857 10.8854300 9.9922063 10.8470084 5.3501542 9.0436417 7.8460100 NA 9.3501547 10.8653616 10.1575095 NA 10.9772325 9.5777706 3.3501577 7.5596081 0.3501577 10.2127919 9.2065802 9.4820117 9.2062689 1.6720632 9.6098979 9.9426117 10.4216171 10.6390207 9.5632588 12.5776202 10.9908515 13.2791356 10.7853040 9.0865566 4.2570483 6.5693225 10.2327977 9.3725225 1.3501577 8.6309252 -0.6499554 8.9722064 7.2852015 10.8697909 0.9350825 8.8854301 8.9332374 9.8559662 TCGA-AK-3434 72 0 NA 2087 kidney stage i t1b nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629966e-06 6.242424e-07 5.97014925373134 19.4029850746269 22.3880597014925 25.3731343283582 26.865671641791 9.1682627 10.8503070 8.0927725 6.8032658 10.4312970 6.4867916 4.6333382 6.4074326 8.7867777 0.1738950 -0.4146528 4.3438342 6.7812390 10.4236153 7.9876904 10.6194414 11.7996180 5.1281036 9.5630027 10.5500346 12.0450444 14.5596671 10.3550614 10.9132679 8.0626522 7.4913216 6.3637335 12.3497706 6.4958374 NA 8.2693062 8.7644961 10.1432957 9.8489840 3.0807941 1.7588575 8.8159609 9.5758554 10.7867777 10.3961003 6.5576138 10.1193531 9.5907066 10.3797024 6.1851371 10.0225322 4.3438342 10.6481221 10.8186668 8.6022694 7.6577250 1.1738950 10.8401332 10.0488905 10.1590395 7.9187428 NA 10.3821436 1.9812682 9.0396423 7.8392454 2.3438342 10.1561898 9.0099596 7.6536892 9.2772495 1.4958486 5.8032658 8.6230577 2.6333382 10.5042659 10.6225418 9.0942619 6.2613728 11.4824502 10.0664520 11.0283880 9.0240961 11.1193530 15.8634431 9.6526788 8.5896508 10.3544400 4.7284974 9.2732569 7.7886192 10.7203214 6.5137592 11.6292364 2.4958486 7.3976695 9.2560582 11.6807126 9.0052164 4.6333382 9.8551475 8.4569975 11.6001739 6.7738223 14.6643847 9.7710307 10.4861512 7.5917617 11.3766452 NA 3.1739109 13.1359918 11.9054404 8.1251939 0.1738950 8.8463344 9.1454528 8.5314610 10.4913218 8.4453721 8.9237785 8.5597717 9.2785080 0.7589001 9.5726529 8.6496428 9.3425812 10.1837378 9.1739092 7.4218368 11.2883706 9.7840112 12.4555495 2.4958486 0.1738950 10.2052658 9.3942875 8.9748092 9.2073321 NA 6.4593119 2.3438342 14.1847869 5.3438342 11.0725106 12.4455181 7.8285453 8.8195676 10.1002052 3.2613653 6.5402319 11.0032355 10.3531962 9.7475564 11.4271096 10.2107696 7.9876904 6.8392454 10.8730478 5.9552686 2.8743445 5.5662276 9.5159838 0.1738950 NA 8.9069246 12.5473181 10.1802353 10.1640131 9.1208154 NA 9.8586579 8.3160163 10.7148848 10.7714962 7.3979107 9.9828734 6.5226380 4.4218359 10.1396934 8.5003388 11.4081279 11.2056104 12.7223699 9.2915522 11.9470484 8.7941289 10.1200844 9.6597385 10.0473533 NA 7.8673961 11.7626238 9.4532064 8.9342134 9.1497570 11.2679869 8.4822481 9.7996180 11.5140375 11.2025059 4.4218359 9.9069246 8.1662811 5.2824324 6.8881551 -0.8259772 9.3575445 6.3833622 13.0097622 10.0815509 9.4003215 11.1251939 10.2420157 9.7588716 7.7922945 10.8054864 9.1682627 8.0036320 9.8560260 0.1738950 4.8743494 7.1339108 4.2183007 8.1739089 4.7284974 10.2244380 7.5747888 9.4947098 6.4867916 NA NA 10.5996496 10.2791630 11.3086564 10.8855761 10.8245122 7.4170829 7.2092028 5.6612679 10.9609955 11.2553926 10.4057303 10.6225418 0.7589001 -0.8259772 NA 9.8630335 9.0912812 9.4170831 6.4958374 12.3081750 15.0641735 11.6602414 9.0895943 9.8276499 NA NA NA -0.8259772 14.9106282 7.6455842 9.2018152 11.8062228 NA 7.8105337 8.7364760 11.1016872 6.4218359 10.5505772 9.8059956 9.5672996 9.5148720 9.3563036 11.1156904 10.6184064 9.3350410 10.4395242 8.0596057 9.6496426 7.9519864 10.7489756 4.3833656 7.1780732 10.4365913 0.0011093 0.0044411 0.2812100 0.0339720 0.0019418 0.2824800 -0.0100940 -0.0136770 -0.0563070 0.0011093 0.0011093 0.0011093 0.0044411 0.0044411 -0.6242700 -0.6242700 -0.6242700 -0.6242700 0.0118180 0.0339720 -0.6135500 -0.6315000 -0.0153290 -0.0153290 -0.0100940 -0.0015243 0.0060921 0.0068044 -0.0305400 -0.0182160 -0.0563070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.281 0.000 0.000 0.000 0.000 -0.614 -0.614 0.000 0.000 -0.349 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.281 0.000 0.000 0.000 0.000 -0.614 -0.614 0.000 0.000 -0.349 0.282 0.000 0.000 0.000 0.000 10.4442045 6.1164230 9.6209925 7.2209790 NA 9.2798176 10.6876368 10.2285813 8.3563036 11.5634357 9.8383565 NA 6.4027273 9.9052283 5.0450148 9.0131130 10.1948892 6.5226380 0.7589001 6.8673961 3.4218427 1.1738950 9.1295592 6.8177652 10.9182217 10.6194414 11.2046350 7.0380948 NA NA 0.1738950 10.1948892 7.6085372 8.5640782 NA 6.7361516 9.523743 10.080048 7.891586 11.353818 8.368666 3.697474 10.074021 3.981268 9.750393 8.953628 6.162595 7.842794 10.103168 7.705291 12.802583 11.501462 9.846335 12.914955 13.004919 6.583299 8.794129 9.742815 3.633338 9.815961 8.661749 13.286430 9.902680 9.602269 5.151189 3.697474 9.841021 8.242687 12.924407 9.656717 12.455549 8.922102 6.743765 9.822267 9.820468 7.828545 15.188191 11.427110 11.240335 13.416711 10.223758 NA 11.525401 9.471972 10.171794 8.500339 7.716941 10.020183 12.515984 10.322386 11.946636 1.495849 5.888154 6.431297 10.685168 12.298192 5.915375 NA 0.173895 9.431297 12.574388 10.832991 7.168263 10.693054 11.2827603 12.3227035 10.6194414 10.5500346 10.3550614 7.0131127 10.7323299 5.3236547 8.9503421 6.4218359 9.8105339 6.1851371 8.6147783 12.4457938 8.2928503 11.5795825 10.4523586 2.4958486 13.3077738 5.9674153 5.9420945 8.7816463 9.8691374 9.9908928 4.6657623 8.5070644 10.6945278 8.8809922 12.1189872 4.0808026 11.4739757 11.3842761 3.4958358 11.9701516 10.8330132 10.5081825 -0.8259772 10.3089772 8.9404381 5.8321204 9.5576134 10.3140999 8.1654311 6.6817037 9.1208154 8.9509507 4.4218359 9.6220255 3.8177665 11.7626238 10.5143157 11.0508098 13.0097622 10.7442393 11.4307076 9.8560260 11.1142227 7.6001738 5.5137592 9.5864790 9.5182050 0.7589001 5.5314626 -0.8259772 10.5424156 12.1522693 8.5917617 5.9420945 7.8105337 7.9748092 10.0920270 TCGA-AK-3436 40 0 NA 3331 kidney stage iv t2 n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.1376418 9.7554534 9.7665216 12.2681237 14.7146868 10.2086558 10.2727590 7.9797979 7.4137328 6.4689824 14.0786203 5.7347936 NA 7.7554531 9.3919062 9.6108386 9.4627143 1.0343566 -0.9657843 9.3197563 9.7417134 10.6591496 9.2822818 6.5262066 8.5637847 9.0371691 11.3828058 8.2583559 9.5520237 7.0173474 10.2643747 10.0848832 9.8774901 6.4689824 1.3562565 8.8751322 9.7287122 9.9427469 7.5221939 1.0343566 10.3814163 -0.9657843 10.1919728 7.6080012 1.6193191 10.1165033 8.3312703 7.7758209 9.2438806 2.4937754 6.4180584 8.8561282 1.3562565 9.9539624 9.5588959 8.6545741 5.9047201 10.4605770 10.3381350 10.7425760 10.0187727 9.8868837 15.6334680 9.0705278 7.7417130 11.3633096 2.8417115 8.5282095 8.2775283 11.3347068 7.4437450 11.6682576 2.7347855 8.9237366 9.1323864 9.9404932 8.8107872 2.6193191 9.5191770 8.1687804 11.3647110 6.5421481 14.2910553 9.3742042 11.3581352 7.7278415 10.9801638 NA 4.8672441 12.9707161 11.8765081 7.2291110 1.3562565 8.7173488 9.0923459 10.5401657 10.2976234 8.0399790 8.4352335 7.4437450 8.6174370 -0.9657843 9.8181710 8.3830826 8.6618882 11.9498602 9.7451607 8.9031769 11.8414857 10.2462425 12.6233030 NA -0.9657843 10.5186736 9.3974158 9.2523118 9.1967455 NA 3.8923327 -0.9657843 15.4374495 13.6398916 9.7571618 11.3463863 7.7382578 10.2757416 10.3652711 1.8416914 5.0343522 11.1497231 9.8238879 9.6202558 10.6705755 10.5793187 7.4937858 7.7892415 11.1204904 4.7892441 5.3919052 3.1218112 9.5841389 4.7067792 0.6192721 9.6426090 12.9432159 9.1204904 9.5975505 8.0539449 5.6193162 8.8529364 8.3034808 9.2878707 2.0343566 5.0567222 8.9783341 6.3104783 5.6042107 9.8124313 7.9230975 9.7875709 11.5507930 11.8167382 9.8206484 12.4788515 9.2241787 9.9885505 10.0180604 7.9797979 3.2042816 6.4606197 11.6098935 9.1428002 9.0873570 8.5539905 11.0705279 9.5441293 9.0594937 12.2454821 10.9812605 5.0343522 10.8636806 7.8124315 5.4437459 8.1111696 0.0343566 8.1532951 5.9532163 13.4204188 9.2364780 8.9754018 11.2337198 10.2456342 9.2092798 4.6193191 11.3503302 9.2976234 7.3652708 9.0773816 1.8416914 5.6193162 5.8672441 6.4089598 10.7045679 4.5262066 10.2946858 4.7622744 10.2728306 6.0343544 NA -0.9657843 10.5401657 10.7050105 11.1604133 11.3011407 10.2852448 9.3730907 8.4093935 5.3686706 9.8861032 10.5366888 9.4180586 9.0719013 0.6192721 -0.9657843 NA 9.9177613 9.7032392 7.9650916 2.9412378 12.1589602 12.9777848 10.1284320 6.5132444 9.4522066 NA NA NA 2.2042659 13.5848004 6.8985409 8.3897053 11.7886154 NA 6.7278415 8.9390640 10.9921817 5.4093943 11.0044601 10.8719821 8.0787486 8.9900041 9.3449669 10.7808685 10.4736657 8.3426934 11.7584417 6.6854062 9.2929202 9.1828308 9.6221318 3.8417115 8.2131932 11.5309584 0.00110930 -0.01739100 0.43229000 1.65330000 0.41360000 0.00000000 -0.03818800 -0.42134000 0.25277000 -0.42167000 -0.45404000 0.00110930 -0.01739100 -0.01739100 -0.45993000 -0.45993000 -0.45993000 -0.46250000 -0.45083000 1.16100000 -0.45982000 -0.95331000 -0.43983000 -0.43983000 -0.03668700 0.00221930 0.00083195 -0.44523000 0.04032600 -0.01312700 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10.034354 7.585101 12.523700 11.474445 9.467940 12.181241 13.717568 6.214263 7.553990 9.784224 6.892335 8.814074 5.078746 12.144674 8.987095 7.557916 7.127111 2.734785 10.979066 8.892335 12.504886 8.506029 12.623303 8.424523 6.365271 12.596716 8.809141 7.738258 14.804424 10.670576 11.261669 15.520828 10.450096 2.356285 10.574482 7.985639 11.130081 7.923097 7.338135 9.860108 11.944060 9.076013 11.262572 7.045582 5.409394 5.011634 11.124467 11.893112 5.692567 NA NA 10.508060 12.756415 10.114412 7.095050 10.370861 10.968782 12.118830 9.986367 9.766522 10.208656 6.748599 11.396024 4.493788 8.954707 5.204278 9.411565 8.258356 7.452207 12.316858 8.181559 11.267974 9.316284 2.493775 13.179968 7.942387 5.678210 8.515750 10.853735 8.976869 1.841691 8.565736 9.810787 6.997251 12.074473 5.301141 10.545118 10.156535 NA 10.433098 12.034178 10.099097 2.034357 10.466896 9.086922 1.356257 9.890001 9.342693 8.305817 9.394104 8.053945 8.945132 5.100444 9.151997 2.204266 11.609893 10.627745 10.828364 13.420419 11.122149 11.359941 9.077382 10.915086 8.836871 5.163636 9.411565 9.503996 NA NA NA 8.981260 11.187650 8.328975 2.034357 6.727842 8.078749 9.651822 TCGA-AK-3440 58 0 NA 2865 kidney stage i t1a nx m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 1 1 NA NA 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4419947 7.8999985 -1.2498223 7.9301601 8.4030964 10.6066768 7.8535391 -1.2498223 11.6041319 NA 8.8816839 8.6313652 -0.2498223 11.3429419 8.5973088 7.4576107 9.1618151 -0.2498223 4.6082297 9.6861529 -0.2498223 12.0481706 9.1404203 6.7670602 2.4506966 5.5316123 12.5005395 9.7705367 9.7080789 8.1296297 13.6471986 10.7300337 8.8068889 10.2703788 5.4084639 8.3389659 8.8136462 9.0912140 2.4506966 7.5184360 2.8343067 6.6129510 2.9201789 8.1252905 9.7403552 4.4226770 9.8923584 7.0402700 11.7855659 7.5543824 14.3786883 6.4917184 9.7229368 10.3677188 13.7533739 NA 2.0721744 10.0023253 11.0217143 8.5101395 0.3352546 9.2107071 4.7946446 8.4917184 11.0914921 8.8626907 8.6616434 10.6518725 9.7691469 2.6571369 11.0520333 8.1638791 11.0828473 12.2252247 8.4644967 9.0597276 12.3840934 9.7167567 13.2908637 7.6328942 NA 9.7217949 8.3661570 7.7586796 9.8891631 NA 4.6809882 3.5576061 14.2108352 1.3351974 9.9468534 1.5576307 9.1638793 11.1404202 11.1377301 2.0721744 6.3276802 8.1765163 10.3695543 10.6378527 12.4875113 11.0480274 9.2932831 6.5894549 11.0845246 2.9981774 2.2096717 4.1425686 8.9862656 1.5576307 NA 9.4756175 11.7689731 10.8102717 8.7905411 9.5648337 -0.3466648 10.1765160 7.8846779 8.9598020 8.1890432 4.5051414 7.3723027 9.6787697 3.3860108 12.3510934 9.1078032 10.1312534 10.3534139 10.8788901 9.9209149 13.5873864 9.2550704 11.1154802 12.6859689 4.9597053 0.7502635 10.4649261 10.0693589 13.8882282 7.8250885 9.3238985 9.9132720 2.2096717 10.9047530 11.2252247 11.6047301 2.0721744 11.4649261 8.7665024 -1.2498223 4.4781694 -1.2498223 9.3276802 7.4815702 12.3053197 9.7939622 8.7431898 9.2066056 9.0710518 11.3464410 4.7044460 11.5160926 9.6389946 6.4644967 10.9904464 3.7502528 5.3048396 5.1765143 -1.2498223 -1.2498223 6.0721787 12.4346712 3.9981774 7.5017950 10.9009189 NA NA 11.0920480 10.8403637 11.1617622 10.9179830 11.0488867 8.8769558 9.2799942 5.7016516 9.6412754 8.5446670 10.4904537 9.2411023 0.3352546 NA NA 9.9326456 9.4601966 9.2259846 NA 11.2538286 12.8641562 9.8980922 8.9643397 9.4627783 -1.2498223 NA NA NA 14.9985866 8.2340673 9.4146986 11.5493305 NA 8.7670595 8.9767236 11.7359154 3.1425768 9.0778040 10.9145297 9.0597276 7.8190295 9.0344969 12.0344971 11.2947328 10.1822712 11.6936818 7.0901008 8.5495329 3.8795391 9.1564563 3.0452333 8.4978235 10.0676639 -0.66170 -0.61667 0.31193 0.31290 0.30122 -0.66485 -0.67508 -0.69490 -0.20523 -0.66170 -0.66170 -0.67905 -0.63102 -0.61667 0.29183 0.29183 0.29183 0.29183 0.30873 0.31530 -0.65640 -0.66485 0.30585 0.30585 -0.67508 0.30409 -0.65976 0.31578 0.28533 0.23736 -0.20523 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 9.7712313 7.2461059 9.8048556 7.6377769 NA 9.3677188 6.2178569 7.9719832 9.2168375 11.0867690 11.0222978 -1.2498223 5.5184344 9.9443925 -1.2498223 9.8014602 9.6058984 9.6787697 -1.2498223 6.5640321 1.3351974 -1.2498223 9.9712341 5.9597053 9.4779505 10.3144007 11.4229131 9.0766807 1.0721744 NA 0.3352546 9.2300315 8.7586799 10.0631343 NA 2.2096717 9.209683 9.084525 8.381428 10.303401 8.980272 11.241102 9.796693 2.450697 9.648853 8.403096 6.910122 3.998177 9.385062 6.125292 13.083966 12.346208 9.004099 13.362198 14.061325 6.704447 8.415587 8.969420 4.959705 9.264965 5.450690 12.315591 7.242104 7.554382 5.304840 1.072174 9.522566 7.672092 13.172053 8.906334 13.290864 7.976663 10.142032 11.517815 9.629069 9.163879 13.702629 12.487511 7.638995 13.878930 9.998772 -1.249822 8.791910 9.205578 10.876956 9.107803 7.357582 9.408463 12.717748 8.429731 10.990446 3.794645 5.090100 6.602001 11.766363 12.046020 2.209672 -1.249822 -1.249822 12.309509 11.653568 10.750515 5.193196 10.326736 12.0437229 12.9849190 10.3144007 9.2757721 11.8274008 2.4506966 10.6125011 2.6571369 9.3229516 4.5576061 9.5511513 6.6927661 4.0721830 12.6327912 9.4066761 12.1544615 10.3436424 4.6328963 12.9813224 5.5259592 6.3723027 7.3231791 11.9134292 7.1553930 -1.2498223 10.7051745 11.3927543 10.5555558 10.6382334 3.2738142 8.3144006 7.7189178 -1.2498223 11.2664437 10.9201763 10.5097235 NA 10.8469664 9.6758057 2.5576061 7.1296292 1.0721744 9.5503422 7.3941077 9.5648337 9.3580531 -0.2498223 10.1916393 8.7946452 10.0693589 11.8292360 9.9694198 12.3053197 11.6020003 13.1769092 10.9904464 8.9802718 6.8639929 8.1994000 9.7712313 8.3105842 0.3352546 3.9201789 NA 9.6344217 8.5275231 10.3029204 NA 8.7670595 7.0766809 9.8021399 TCGA-AK-3443 45 0 NA 1423 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 2 NA NA NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774411e-07 6.936026e-08 36.3636363636364 18.1818181818182 27.2727272727273 9.09090909090909 9.09090909090909 9.6342108 10.2489328 6.6956111 8.1989199 11.6487731 1.7183507 NA 9.5008186 9.0907611 NA NA 2.7887275 8.6167815 7.8922587 7.3907571 11.1145080 11.3896955 1.2037650 7.0581812 9.8372725 11.5597385 15.4243429 11.3423957 11.6646529 8.1479472 6.1311120 8.2403243 3.9509909 -1.6034021 NA 6.3092926 9.0393575 10.7801076 11.4866812 NA 1.9813778 9.4353223 8.9394352 6.2229514 8.6288243 5.6910232 -0.6036213 10.0389064 10.3085442 3.8558303 5.8226690 -0.6036213 9.5781768 9.0384551 8.1662409 6.5862273 NA 6.3736830 9.1769430 11.0933709 7.7539555 NA 11.5718655 NA 8.7854969 8.6666987 NA 10.8279009 8.9189848 7.6608459 9.0548024 -1.6034021 2.3964061 9.9553023 -0.6036213 12.5214939 10.4100749 6.5562746 2.7183287 9.7274883 10.0032711 9.4950935 8.9180036 7.5256860 14.0104517 9.5650754 9.2942488 8.8068547 5.2165829 8.7746981 8.5243975 4.6252237 2.4838545 7.2605893 2.1437852 6.9382352 1.2037650 8.4838661 9.0670595 8.2403243 9.6371947 7.8822328 11.9292462 7.8721368 15.6433672 5.6155723 9.4173834 10.9514717 14.0963282 NA -0.0185857 6.2729209 12.3797533 8.3182441 NA 11.1372382 6.7844202 4.0111109 11.0824661 9.1487839 6.5812789 10.4641737 8.9916607 NA 10.6921723 9.0872743 10.6564408 11.0400341 10.0683867 9.4277599 12.1537621 9.7334677 13.8450359 NA NA 10.0635148 8.3836671 7.9643594 11.3471415 -0.6036213 7.8142556 2.6443409 13.3765429 -0.0185857 10.5391486 2.3032839 10.6634826 10.0877107 10.6067702 -0.0185857 6.9700507 5.8476136 11.5770895 10.5569051 11.8736746 10.8594168 8.7887206 5.1908203 10.3422129 3.2037650 -0.6036213 1.7183507 7.0402590 5.7887196 NA 10.6777538 10.8187309 9.2277105 7.7865722 10.2824809 -0.7963603 10.0599614 7.8015448 8.9574431 11.1389233 2.0968353 9.6371947 8.1445960 1.9968949 10.7817265 9.2387537 9.5436082 9.6829611 10.7412540 9.4131003 12.7406299 10.2965153 11.6139067 12.8207606 3.3505963 NA 8.4284490 9.5973019 13.6446889 7.1490520 10.3085442 10.4881692 NA 11.0000297 9.3900494 10.4996911 3.5663281 10.5023118 8.1142681 1.3963787 2.7887275 NA 8.7801076 7.6155715 12.7060928 11.1020357 7.6179905 9.0348391 9.4482921 11.2752206 6.4076298 11.0899774 9.3708179 8.2403243 11.0062746 -0.0185857 5.8310310 4.8226690 NA 1.5663281 5.7092851 12.2187750 4.6631909 6.3964027 10.8110199 NA -0.0185857 11.1843059 10.4346365 11.4964086 11.8828613 11.1332280 8.3907567 10.9125466 5.7590493 9.3137755 11.9810136 11.0942397 9.1973032 -0.6036213 -0.0185857 NA 9.9562584 9.2245398 9.4591242 NA 8.8660453 13.4297833 8.0670595 6.2318221 8.0348391 NA -0.6036213 NA NA 15.0389064 8.4118186 9.1183569 10.7670907 -0.6036213 8.9991023 8.7667528 11.8530144 6.3621876 10.5707048 9.9311925 9.3337773 8.4745541 9.4332637 11.8598000 11.4088533 10.2976473 11.0337075 7.3447708 9.9173067 4.7714419 10.4523636 4.0222613 7.5911603 9.7892573 -0.00249380 -0.00940460 -0.00193990 -0.00176670 0.00277450 0.01042400 -0.88958000 0.01056400 -0.06061400 0.01838300 -0.00249380 -0.00249380 -0.00940460 -0.00940460 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00318590 0.00000000 0.00221930 0.01042400 0.01042400 0.01042400 -0.88958000 0.00541390 -0.00069303 0.00694350 0.02960600 0.00221930 -0.08431800 -0.89 -0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.89 -0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.8247636 6.6490693 8.7972828 6.8636833 -0.6036213 8.3822453 -0.6036213 8.2387692 9.8766887 11.5076808 10.4898209 NA 5.1645892 9.1361840 1.8159443 8.2229518 9.6898750 8.1445960 -0.0185857 6.4944348 -0.6036213 NA 9.8645181 4.9813641 10.4092443 11.1145080 10.9877200 8.3836671 -1.6034021 NA -0.6036213 9.2798102 8.5166412 9.7632720 -1.6034021 -1.6034021 8.9297330 10.2885667 8.4543951 7.3002848 9.9219241 10.7340252 10.7382001 3.3964061 10.2101845 8.7462375 6.7406996 4.5862303 10.1666542 5.6443322 14.1146419 11.8927578 9.9709968 13.2341298 13.6738724 8.1395549 7.1940644 9.5657021 0.9813412 10.1366057 2.8558303 12.3374509 9.3219579 6.8015454 4.5663281 -0.6036213 8.6910239 8.8782027 12.6628239 9.2543843 13.8450359 8.1361837 10.8396059 13.3851768 6.4732187 10.6634826 14.6225897 11.8736746 7.4624925 12.8100312 10.2181773 NA 9.7001841 11.1995254 12.3675346 9.2387537 7.4380624 9.7871097 14.1859370 8.4312021 12.1402910 0.9813412 5.9277851 7.6678666 12.2385572 12.8248289 2.3964061 -0.6036213 0.7183507 10.2809555 12.0423994 11.9383360 6.3679476 10.7662732 11.2727284 12.6583513 11.1145080 9.8372725 11.3423957 -0.0185857 8.2434606 4.3505963 9.7295587 5.1777624 9.3374509 3.8558303 2.3964061 12.4396785 9.1003070 11.9872242 11.1730420 2.9199693 15.0799463 5.3183638 7.0581812 7.8362549 12.1694395 6.7138154 -1.6034021 10.3304627 10.0443115 11.5794183 11.0868379 -0.0185857 5.8310310 7.7627255 NA 8.7822657 10.7608116 10.9626953 -1.6034021 12.1545224 10.1391338 NA 7.3850884 1.3963787 9.4692059 9.4570993 10.2824809 9.5668918 -1.6034021 10.2217597 10.2590407 9.5973019 11.0940225 10.7295586 12.7060928 11.8147830 12.8708064 11.0062746 8.6276243 6.7930076 8.7183315 9.5461504 9.2874275 NA 6.0968437 NA 10.0510394 10.7820311 10.3341450 1.8558303 8.9991023 8.3549559 10.0572906 TCGA-AK-3444 80 0 NA 1471 kidney stage i t1b nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 3 NA 3 4 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.7134099 9.9660063 9.7981328 6.7509937 11.0039020 6.2539779 NA 6.0285183 9.1983836 -0.7001692 0.7098200 4.3110090 7.1747639 9.6078368 6.8562886 10.6228370 12.2446773 6.9526271 9.5683242 10.4959233 11.7344756 14.5132103 10.5653973 11.3728360 6.9418340 5.8075765 7.4709590 9.0500707 6.3872453 NA 7.9854071 9.2474192 9.8382137 9.9418339 2.4697037 0.2998308 8.4206681 9.2036642 9.9851880 9.0450364 6.1762988 5.2126705 9.7983822 10.1972496 5.7049245 9.9577705 2.9436401 9.8971365 10.6280365 7.7785516 7.8629782 1.2066432 9.4171006 9.8257923 11.2349473 7.7228984 1.8847542 10.3696650 0.6948356 9.2543420 7.8447466 -0.3783818 10.3835939 9.0753925 8.3033004 9.4884236 NA 5.3712452 9.0045505 0.2998308 10.2716850 9.0580055 8.8729562 4.1199620 11.5341342 11.2537059 11.1581519 8.6115306 9.7538245 16.3626058 9.2951961 8.7134102 10.5392316 4.2884693 9.3638513 8.0054146 11.2985490 4.6217120 12.4081025 1.6989741 6.5725987 9.8517308 10.8616668 8.5298026 2.3441752 9.6578840 8.3651982 12.8860943 8.1231494 15.5927645 8.9295943 10.5927509 7.5104532 11.5106057 NA 2.9144880 13.2763240 13.5702053 7.7612620 1.9436213 8.6523775 9.9906533 6.5548114 11.1303965 9.5474132 8.3352689 8.3214564 9.7815817 NA 10.3812657 8.6726474 9.7820860 10.2905953 9.3915482 8.5642250 11.6647759 9.5903771 13.5937747 0.7592411 1.0002164 10.1145650 10.3928829 8.5828706 9.8783908 NA 5.4083077 0.4696776 13.0984312 7.8514905 9.5189507 14.8309962 9.4122218 8.9557600 10.2548872 3.3872385 6.7509937 10.0462965 10.7498336 9.5240854 11.8307347 10.0964303 8.7207952 7.9633406 10.3874108 3.9862835 1.1071522 1.7591985 7.7745024 NA -2.6999349 8.9029448 13.2616841 9.4821767 10.4180745 9.7107636 3.1158656 9.8863875 7.9932690 9.4632873 12.3801418 7.5828706 9.6780772 5.4646879 4.0140249 10.7232922 8.9467908 11.6156394 11.2181797 13.4451373 8.4999328 11.6308391 9.3796004 11.2417468 9.5969851 11.1572773 -0.1152849 8.1546505 11.2296879 10.0056803 9.2266453 9.2543420 12.1022481 8.0990637 10.1810874 10.6625480 10.8930567 5.4290669 10.2354998 7.8122267 3.6035611 6.0941981 1.4697297 8.5483029 6.3604784 12.5973434 9.5533344 9.4737717 10.6504452 10.9823380 9.6748217 8.0629948 10.6466477 8.9708810 8.4951543 10.3912176 1.2066432 3.5285963 6.3951794 0.8847151 7.4226106 4.7176326 11.1520192 6.5759068 9.0255659 5.2790069 NA -1.1152849 10.7943878 10.4131989 10.9075749 11.0060624 10.1701470 9.4434844 8.5357964 6.4996514 11.9452155 11.3730871 10.2295955 10.9043355 -1.7004037 -0.7001692 -1.1152849 9.5648112 9.0378744 9.0157443 7.0629948 12.8265871 15.3153225 11.8683322 7.7282158 9.8519710 0.2998308 -0.7001692 -1.7004037 NA 15.0310284 7.7091734 8.7815817 11.8629785 NA 7.5201606 8.9749938 11.8173286 5.7468663 9.7978834 10.2706072 10.1165659 8.7323242 9.0114492 11.5028243 11.6202303 9.7200056 10.8987652 7.4722099 9.3915317 7.2983724 9.7712034 4.4082023 7.2562455 10.5627580 0.00000000 0.49234000 -0.01367700 0.56988000 0.55744000 -0.04251700 -0.00013862 0.02233900 0.07053000 0.00000000 0.00000000 0.00000000 0.49234000 0.49234000 -0.63339000 -0.00636680 -0.00636680 -0.00636680 -0.02301800 0.01502800 -0.01546600 -0.04251700 0.00305220 0.00305220 -0.00013862 -0.00429290 -0.01147300 -0.00508820 0.02048300 0.03905400 0.07053000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 10.2666481 6.5429560 9.8579637 7.5808201 -1.7004037 9.0500707 8.0217357 9.3516709 7.8125226 11.4967785 10.4917667 -2.6999349 5.4994537 9.4957695 4.7559291 9.7556232 11.7616453 5.4646879 -1.7004037 6.5642242 2.9722147 0.8847151 8.7370141 5.8543722 9.7481876 10.6228370 10.7301485 8.4264866 0.4696776 1.6217120 -1.1152849 10.2953728 7.8705867 9.1987615 0.6217120 6.0071417 9.3621656 10.2576098 8.0446160 10.3333773 8.8208918 5.9364071 10.1622259 4.3221517 9.7891285 10.1243433 5.4290669 6.4596529 10.3036515 6.9562065 13.5197259 9.9761802 10.5674468 13.2026048 12.5150119 7.1231499 8.8538915 9.7522810 6.2770623 9.4697073 5.0277026 13.2697758 8.3951794 9.4615439 2.2066745 2.4290535 10.6234001 8.6786188 13.0177799 8.7663686 13.5937747 9.3635143 7.8428142 7.1530919 10.7228982 9.4122218 16.2145761 11.8307347 11.0931824 13.4013682 10.4657884 0.8847151 10.8183125 11.0887044 9.9416083 8.9467908 8.0028206 10.1263307 12.9928880 9.9577705 11.7247352 1.3872522 5.7427258 5.1135630 11.6086901 12.8693412 7.1499686 NA NA 11.0238697 12.5411324 10.9359412 7.4251958 11.0315255 11.6686979 12.7620928 10.6228370 10.4959233 10.5653973 6.2827752 10.5236331 5.5092366 9.0023878 6.0446171 9.9814600 5.7049245 5.3332055 12.8903588 8.5938284 11.3770152 10.2859799 2.7592198 14.2158833 5.3319381 5.2305181 8.7953527 10.7053226 9.8531715 5.2655682 9.2393615 10.5738692 9.1033282 11.3539626 4.3221517 11.2243164 10.1085454 -1.1152849 11.7488664 10.4251958 10.5925352 -0.7001692 11.1423290 9.1961147 2.5092398 9.9252628 7.3165902 8.8819243 7.7673880 9.7107636 9.3150649 3.6748222 9.2419303 5.8505294 11.2296879 10.3204151 11.4913813 12.5973434 10.8597568 11.5362450 10.3912176 10.9497120 7.5249898 3.3872385 9.4759555 9.1805137 2.2997722 6.4264862 3.5092398 11.0212019 12.1098040 9.1167658 4.8154832 7.5201606 8.2525235 9.8913046 TCGA-AK-3445 69 0 NA 2392 kidney stage iii t3a nx m0 male 2006 NA no NA kidney clear cell renal carcinoma 40 1966 white not hispanic or latino NA NA 3 4 NA NA 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7432717540 8.2754033430 9.1221586361 NA 6.2376841673 9.2388773595 8.5110315213 11.1619848369 10.7545837361 8.5842413487 6.4001587625 9.6056471128 10.7863651234 10.6272685756 8.9121681078 10.6204149519 16.2847442691 9.4790591404 7.8971242307 9.7985604176 4.4255465836 9.7541663084 7.1540970876 11.7180257460 7.9001458840 13.0959939891 2.5842409728 9.7922155415 9.2172365335 10.4365107375 9.0504878211 3.3916027683 9.7658077121 8.7641503946 11.2148118360 7.0436725914 16.3200387558 8.2566667865 11.6208728776 8.0999410740 11.7029661659 NA 9.6121473381 12.5964002503 10.9388580539 7.7904416865 4.6717066443 7.7641503946 10.3059102327 8.4463621119 11.9945160138 9.8369067208 8.4750123085 9.2001774450 8.8727228924 2.5842409728 9.3862190408 9.1540968344 9.6139886844 10.2238834552 8.8242376900 8.9417932708 12.1711764848 10.1025666742 12.3342503763 2.9061786904 -0.0007215279 10.2014026635 10.7832101762 8.4297314421 9.6103036386 -1.0005771935 3.9061690677 2.5842409728 13.9332921439 4.3568339972 10.4442936286 9.3413535849 9.9270567306 9.2340962626 9.1791878110 4.5842409728 6.2472059855 12.0966526034 10.5060823067 9.9329694222 11.5282236714 10.5543471992 7.8384828905 9.0340778475 11.4760250305 4.0436769654 6.3121623352 5.1692034735 8.6268125390 3.9061690677 -0.0007215279 9.8956111789 13.4006250482 9.8170619937 9.0202588278 9.5139928222 2.3212065670 9.6717041678 8.0840871257 9.7444573089 4.8066333941 5.4255432268 8.6979836599 9.2531263117 6.5524093506 9.6988513593 8.1311356900 10.9132901373 10.7941008110 12.2874239560 9.2778559959 11.5950025393 9.5842413487 10.1136718525 9.4484275305 4.1285656131 1.3212354350 7.8447691506 11.0247645097 8.2961949084 7.4015238100 9.8178609693 11.0747579560 9.2637215417 10.3296355814 12.1337051455 11.2157215449 5.3391302570 9.6494331349 8.8559688364 5.5538673238 9.1051872426 0.9992784721 7.7936949886 6.4830950557 12.9148781618 9.8910624792 8.2519443778 10.6743537456 10.0027967357 9.0545611789 4.3915958949 10.8712918464 9.2835245692 8.9403265189 9.9650630454 1.5842409728 4.6139912619 6.6359038180 0.9992784721 8.5442430981 5.2846806909 10.0827581985 5.9061690677 10.7489262568 7.9912826053 NA 0.9992784721 10.5968658377 10.3149945265 11.3797399162 11.2953346833 11.3064796230 8.8290015244 8.5267558693 6.0308282236 11.4102601102 10.7087935207 9.7075006335 11.1372305591 0.5842890859 -1.0005771935 -1.0005771935 9.7314463220 9.9829850211 8.7491484024 NA 12.7040470790 12.1135092067 10.4081392797 6.0464037485 10.5710314949 NA NA -1.0005771935 NA 13.9093125053 7.7508228661 8.9061693684 11.5936034495 NA 8.4318205814 9.1737550772 10.3257082965 7.6927661269 10.7237926664 9.9099215775 9.0840871257 10.0063061598 9.2460194270 11.0760944033 10.8046196635 9.8619161397 10.9314935934 7.5653328911 9.7814580757 8.5861184477 10.5828317318 4.7310039799 8.2501695409 10.3905223839 1.0239e-03 0.0000e+00 -3.6403e-02 4.8017e-01 -4.1015e-03 1.3199e+00 -2.4407e-03 8.2831e-03 -4.5207e-01 1.8157e-02 1.0239e-03 1.0239e-03 0.0000e+00 0.0000e+00 -5.4448e-01 -5.3854e-01 -5.3801e-01 -5.3801e-01 5.3189e-05 4.7742e-01 1.5787e-03 -5.4165e-01 -5.4911e-01 -5.4669e-01 -2.4407e-03 -5.8992e-03 -5.0086e-01 -5.0760e-01 1.1175e-02 3.6848e-02 1.0899e+00 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 0.480 0.502 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.778 1.320 -0.533 -0.533 0.638 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 0.480 0.502 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.778 1.320 -0.533 -0.533 0.638 -0.452 10.9854764507 6.8880223300 9.7524955558 6.9008100649 NA 9.4961325491 13.5140545213 9.9799967295 9.5738722834 11.7598657189 10.0042015018 0.5842890859 6.0973116086 9.8178609693 1.3212354350 6.9992784721 9.9366526603 9.2531263117 1.9992784721 7.3435748241 5.1891050082 1.9992784721 8.5403752812 8.1234003013 10.8466651335 10.5576995682 10.4681318951 6.8880223300 2.1692195114 NA 0.5842890859 10.1188684172 8.2232806290 9.0244183114 -0.0007215279 7.1490255916 10.248985 10.124692 8.393741 11.273366 8.881922 7.987964 10.053883 4.208736 10.524800 9.992925 6.400159 6.475012 9.875796 7.169203 12.891537 11.724858 9.908422 12.875508 12.999983 6.382984 9.649433 10.259022 7.813060 9.500121 7.602905 12.831180 8.787181 9.878862 6.628635 3.247214 10.599192 7.803410 12.604643 9.859590 12.334250 8.960729 7.118220 10.260786 11.306195 9.927057 17.590728 11.528224 11.542552 13.792831 10.703615 3.522847 12.445716 8.161670 11.152197 8.131136 7.875796 10.293900 12.272929 10.962175 11.932783 4.247206 7.602905 7.365601 10.730598 12.141226 6.433908 NA NA 9.284681 12.524188 10.935081 7.102567 10.804216 11.1064959403 12.7682901447 10.5576995682 10.7520776070 10.3754041872 7.9211197068 11.2510571139 5.4587100907 8.7969403223 5.4422236270 9.9432586795 7.3212065670 5.5842409728 12.7518539249 8.3872961883 11.5710314949 9.6548096427 3.2472135824 12.2270451598 6.9202861534 6.1285614890 8.1446251063 9.8978802375 9.9024075258 2.9992784721 8.5461733179 9.3688761457 8.3030596770 11.7018844206 7.4255432268 12.1308142946 10.4406668647 0.5842890859 11.4210806745 10.6984174881 10.5922029548 0.9992784721 10.9797755012 8.7740658612 3.8572644445 9.8719537373 9.9614518650 8.1742046540 7.8416291300 9.5139928222 9.1238653271 3.0867498040 8.1841543110 3.9992784721 11.0247645097 10.9950459764 10.8214512923 12.9148781618 10.3138621131 10.3915962171 9.9650630454 11.0933564879 8.2730743045 6.9417929774 9.8170619937 9.9851208361 1.8066540142 -0.0007215279 0.5842890859 10.4966317151 11.3884019169 8.5767076780 1.8066540142 8.4318205814 8.4422223827 10.1292057276 TCGA-AK-3447 83 0 NA 1217 kidney stage ii t2 nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 2 NA NA NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.26831461 6.07568237 4.33871678 7.23180102 11.01651951 2.53136898 1.53136898 11.11825089 5.26832584 NA 2.77420723 2.75375427 10.04311371 6.43825126 1.94639400 8.02854760 11.36741142 -0.05364343 4.70128844 8.60460994 10.22716935 16.42586641 10.62851535 9.76498070 6.90059515 -0.05364343 7.03386125 6.72775848 NA NA 3.53135651 6.03386125 7.59744998 11.13930781 -0.05364343 -0.05364343 10.17881944 7.94639868 7.25017902 7.51625395 3.85328710 -0.05364343 8.79814775 12.66707037 7.63988548 6.95762561 NA 8.79188861 8.34300356 9.77612126 1.94639400 2.53136898 7.61173453 8.36846325 10.28178888 6.63289926 NA 10.89122778 NA 10.82827726 7.21318492 NA 11.71706246 6.23180102 7.41400442 9.34086132 NA 5.67431940 10.22716935 2.53136898 8.87417666 8.94357795 4.99079153 2.75375427 8.67448925 7.49329267 9.31926364 11.60013936 7.50864098 14.58081261 9.40172581 7.55372912 7.19432644 4.75375427 7.82904150 8.94075199 6.35578979 0.94643144 8.09105661 2.89873076 5.85952733 3.26832959 8.07568183 10.37580533 -0.05364343 8.99896664 4.70128844 10.72857777 6.92367809 14.79213902 4.64683660 9.70557105 11.01046768 14.07132762 NA NA 9.83818236 13.67431903 7.58302333 2.53136898 9.01786096 3.26832959 4.70128844 8.41807396 7.69459121 5.59025469 8.66407496 9.19906398 0.94643144 10.14729716 7.12630800 10.06274248 11.81251836 9.86078375 7.89476563 11.78030067 8.30395057 12.41908943 5.03386345 1.53136898 10.58120962 10.77056182 11.39812486 8.96320677 NA -0.05364343 NA 13.74375613 1.53136898 7.77294727 4.85328710 6.07568237 14.20503822 10.96181365 1.53136898 4.26832959 8.15096984 8.81367731 8.77612143 10.50959480 8.23641752 7.16556730 5.26832584 11.58120962 1.94639400 NA NA 9.50290458 1.53136898 NA 9.77453506 12.05361566 9.43423852 7.67431870 7.54631109 NA 8.57210749 8.04443073 7.95835261 10.26154809 0.94643144 8.66407496 9.50290458 -0.05364343 14.75877647 6.25017902 8.14607068 10.33118232 10.70545450 12.25701136 15.44686704 9.19195121 10.41196502 11.71871314 2.75375427 -0.05364343 7.23180102 10.21318516 12.33150602 11.37838189 6.84121586 9.60817663 -0.05364343 9.79188861 10.25814694 10.19076238 1.53136898 12.19551204 7.18795278 NA 3.85328710 NA 8.30395057 3.40582903 12.25359939 10.36425112 6.46996084 9.44425045 8.79814775 10.30834233 5.67431940 10.97045084 11.23699348 6.90059515 8.14607068 4.59025469 6.50098684 7.48555724 NA 2.26831461 4.94639868 12.16193157 3.64684236 6.63289926 9.06868290 -0.05364343 NA 8.63289926 11.69919733 8.97153809 9.74891502 9.10374546 9.44425045 5.43825292 4.92642172 8.72775814 11.28234713 10.17881944 6.26832584 NA NA NA 8.61528350 11.40326634 7.04443019 NA 7.63988548 14.00422112 10.66920610 8.27843505 7.66064416 NA NA NA 0.94643144 14.18860509 5.50098684 8.45419317 10.78481468 NA 5.82904276 8.74406016 12.20761202 NA 7.05492334 12.94780676 10.08338970 7.46209814 9.85629168 10.89330487 11.40941199 7.39760961 11.09551056 6.17521719 7.38102721 4.75375427 7.61173453 1.94639400 7.92899322 13.16858972 0.03312700 -0.77626000 0.00819590 0.01922300 0.00319100 0.00569190 -0.00685930 -0.74185000 -0.23264000 -0.79328000 -0.80823000 0.01377200 -0.77626000 -0.77626000 0.01950300 0.00819590 0.00819590 0.00819590 0.00000000 -0.00678130 -0.82397000 -0.11228000 0.01134800 0.01134800 -0.00685930 0.01000600 0.00041593 0.02412700 -0.00899060 0.03891300 -0.20610000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.793 -0.793 0.000 0.000 0.000 0.000 -0.788 0.000 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7.54631109 7.86579821 NA 12.08082489 6.90059515 10.21318516 10.66835221 10.29844204 12.25359939 12.64553721 15.24209578 8.14607068 9.12132422 7.50864098 2.53136898 9.77294711 8.26832678 NA 8.40369719 NA 7.92367868 10.59612181 8.24560642 1.94639400 5.82904276 7.58302333 7.72775848 TCGA-AK-3450 85 0 NA 1779 kidney stage i t1a n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.8046835 9.7031040 10.4964771 6.6773828 9.6099510 6.3896494 10.3993641 10.2241342 8.0910884 8.4686774 1.5952172 9.3417474 9.7167667 11.1612871 7.5696475 1.4026130 10.1328835 3.1681285 9.3860867 7.8360245 0.9171644 10.3227281 8.7437095 7.9702727 10.1605446 -1.4046873 6.0870851 9.6626944 1.5952172 11.3023765 10.7093007 8.0750132 4.7850588 10.8779480 13.0463798 10.5980481 9.0810624 10.2094829 16.4916778 9.4771118 8.7089752 10.3863959 4.1498203 9.3214513 7.1801956 11.3632106 4.9171596 11.9619651 -0.8102071 7.6065163 9.2948054 10.4017828 9.3025923 6.2172850 9.6252104 7.9439612 12.8744809 7.5610175 14.9959368 8.7601401 10.3143523 8.4360111 12.0904636 NA 5.7449791 13.7799922 12.7057980 7.8713576 0.1801479 10.0795525 9.4570954 8.3977495 11.1728979 9.1000520 7.9081158 8.5021237 9.0141399 0.1801479 9.9675541 9.1069858 9.9137759 9.4885347 8.4217817 9.0246399 11.8288648 9.6619950 11.7125515 1.7651528 -1.4046873 9.6272789 9.5633742 9.0361022 9.7645318 NA 5.1343935 0.1801479 13.6037492 11.3278245 9.9126457 13.9062008 8.7475180 9.9544336 9.9001548 2.5952411 6.1030276 8.8537992 10.5817862 9.9423007 11.8891171 9.8095522 7.7270900 12.1706541 10.8820796 5.4532147 1.7651528 4.8806366 7.8736828 -1.4046873 -0.4046873 8.0750132 12.7161999 9.0214978 10.9910350 8.7551046 2.1801797 9.5207876 8.1050080 9.6086185 12.3311064 6.8526206 9.1698266 5.4900502 5.6286570 10.7274115 8.5682130 11.4405271 11.5705437 12.3644511 9.2941114 12.2514345 9.1517391 11.0689389 8.3534565 11.5196745 NA 7.1109332 10.9137759 10.6532316 8.6335485 8.7936781 11.3066850 7.7751421 9.6780474 11.0958260 10.9653756 4.2099446 9.3492854 8.0318407 3.5494351 5.7037569 0.9171644 7.8990137 5.9171620 12.5679437 9.1459798 9.2273194 11.1958430 10.6939232 8.8713576 7.9637394 10.8782809 9.4058048 8.0910884 9.5846275 1.5952172 4.2390925 7.6958957 2.6826857 9.4130162 3.5952291 10.8852519 6.2099426 9.6409927 5.0571210 NA -1.4046873 10.7610822 10.2372848 11.3081899 11.4816918 11.0262082 9.9227857 8.3467770 6.9676194 11.1967718 11.0188743 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9.7264471 11.7125515 9.2390894 7.8384073 8.6437198 9.7676606 8.7475180 16.1203562 11.8891171 10.5973448 12.5688408 10.2044118 -1.4046873 11.1005484 11.6015591 12.1154834 8.5682130 7.7899900 10.9058458 12.8932957 8.8514417 11.5081150 0.9171644 4.5021205 6.5259702 12.9736634 12.6242614 7.2354782 NA NA 10.6303758 13.0717894 11.4095772 7.0587570 10.9120803 10.6830274 12.6619950 10.2399907 10.4422866 9.6640113 5.4655991 11.6840213 4.6396258 9.3928946 5.3231539 9.3451025 6.6773828 6.7500517 12.5486820 9.4001707 11.0513308 9.6085557 3.1801956 14.7521457 4.8105254 5.1030276 9.1416645 11.6782137 9.4953452 5.0381772 8.9035722 10.3218770 7.3534565 12.5911768 4.4025858 10.2140774 10.0104467 -0.4046873 12.3706376 10.4403310 9.7225827 -0.4046873 11.1454989 9.2667741 3.1801956 9.5832077 3.8806366 8.7437095 8.5051264 8.7551046 9.4318043 5.3765925 9.2852311 5.0546662 10.9137759 10.3537936 10.8858280 12.5679437 11.1794910 11.8799126 9.5846275 10.3388052 8.2354782 4.1187916 9.8028575 8.8783213 1.7651528 6.5895867 NA 10.7338249 11.6796794 8.6423572 4.3501224 6.8852522 8.0587575 9.2363816 TCGA-AK-3451 48 0 NA 2868 kidney stage ii t2 n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma 15 1991 white not hispanic or latino NA NA 3 NA 1 7 3 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5880090 10.7923450 7.7949383 1.3519675 9.8882420 NA 10.3618234 6.8114261 NA 10.8272216 7.5808133 7.3406798 9.1267819 -0.6479195 7.2468128 10.3812821 5.2827326 8.5975476 10.4546267 7.2768074 4.4394569 8.1168664 9.5042797 11.0472231 10.8267148 8.7161294 16.1675032 8.3148909 7.7990782 10.6517752 2.6739182 8.0419925 8.1593497 10.8926072 6.2708578 11.9096978 1.6739182 6.9707478 8.4812779 9.0173307 9.9313108 2.6739182 9.1848848 8.4099866 12.0664550 7.0454823 16.0832580 7.4552828 10.5234031 5.9813504 11.9523724 NA NA 14.7332674 12.0202150 7.5614483 -0.6479195 8.4579033 9.2708580 11.1833021 9.1218326 6.7356995 7.5269202 7.4072771 9.4434301 NA 9.4473918 8.3406793 9.5118661 9.9537656 8.9331955 8.3909140 11.5684770 8.4018433 13.8083492 2.6739182 3.8755540 10.6052514 10.0928970 10.3456409 8.1943452 NA 0.3519675 0.9369677 14.0642531 6.5219192 9.1349930 13.9374856 4.8755589 11.8473502 10.5559545 1.6739182 6.2346374 10.6912881 9.1864659 9.6129144 11.3655792 8.7592627 6.8518402 9.1135461 10.8662157 4.1068843 3.4394636 NA 9.7613857 -0.6479195 NA 8.6962909 12.7705063 10.2989011 8.5759964 7.9294235 NA 8.1848848 8.3799008 7.4258688 13.6985086 5.7782585 8.5244222 6.4605198 4.5219176 11.0790644 7.3743622 10.4500269 11.5099733 12.0567630 10.6996162 14.0582210 8.8853245 10.4618254 8.9275341 10.8093757 1.9369677 7.0384954 10.7056930 7.2346383 10.0230582 8.2130819 11.2671273 7.9703803 9.1911987 11.6792668 10.5747897 6.0384954 10.8848377 7.6525761 4.1593466 6.4915469 NA 7.0730940 3.5219176 12.8240510 11.7392044 10.3646194 10.4133660 10.3977545 8.5269205 4.3963856 10.4484069 9.9397724 7.1593497 7.5269202 1.3519675 5.3963890 8.3463484 3.3519957 6.5999218 3.1593547 10.9877130 4.6739238 9.1705771 6.4746680 NA NA 9.8804489 10.3321344 9.6569164 9.9453859 9.8617698 9.7603246 5.3061893 6.5854223 9.1561258 11.0563308 10.1018642 9.8488486 NA NA NA 8.5927863 10.6597648 7.2468128 8.2285118 11.2952422 13.0404637 10.8363142 8.3049399 9.3264095 1.9369677 0.3519675 NA 8.0314752 13.8959329 4.8438482 7.9849903 10.0454817 NA 5.3292743 9.2422590 11.4217802 3.5999247 9.0985090 11.6580565 8.8755568 8.2006176 10.1689784 11.3010920 10.3221008 7.6466156 11.0411192 7.3909135 8.7400121 7.1333549 7.8833764 NA 6.3061911 12.9968651 0.0019477 -0.0063946 -0.0164650 0.5110700 0.0437860 0.0095883 -0.0085766 -0.0151910 -0.0205490 -0.0384420 0.0019477 0.0019477 -0.0063946 -0.0063946 -0.5404700 -0.5404700 -0.5302200 -0.5302200 0.0031910 0.0020805 -0.0067813 0.0095883 0.0000000 0.0000000 -0.0085766 0.0061090 0.0030522 -0.5303200 0.0086135 0.0148880 -0.0403260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3076448 5.7270355 9.1673780 6.6648782 NA 8.8458504 8.6896168 9.6075073 9.0730940 12.5783649 10.6857093 NA 5.5614483 10.3512902 NA 8.8794718 11.3726276 6.4605198 NA 6.5808133 2.3519957 0.9369677 9.7453853 -0.6479195 9.9565481 8.4991997 12.1139449 7.3854181 0.9369677 1.6739182 NA 10.2930425 6.1068822 8.0833139 NA 6.4288107 7.368803 9.428810 8.977704 9.239215 5.673924 7.209976 7.847850 1.936968 9.898889 9.052435 6.618782 7.340680 10.162566 5.859791 13.226208 12.311635 9.090087 12.677019 13.680459 3.936958 8.052434 9.423457 9.203744 8.921850 4.709544 12.750471 8.246813 7.790786 4.439457 2.159339 10.818581 7.521920 12.409310 7.590400 13.808349 8.152895 6.664878 9.992240 9.350585 4.875559 15.906374 11.365579 9.880449 14.217728 8.264884 NA 9.800111 8.418084 9.332134 7.374362 7.722683 9.545520 12.534700 9.617610 11.372975 4.052433 4.521918 2.351996 12.255500 11.548290 8.767737 NA NA 8.752874 12.933195 9.637559 7.486421 9.847850 10.379901 10.539965 8.499200 9.116866 9.628119 4.875559 11.637397 3.875554 10.381972 4.521918 8.006631 8.667145 7.191198 11.757402 10.159350 10.498564 8.431480 3.439464 14.646903 6.019319 5.418085 9.174199 11.127194 9.188045 3.599925 6.571164 9.301822 7.655775 13.108238 4.906583 11.111467 10.429478 NA 11.313806 10.962558 10.221589 2.351996 10.478699 7.660334 2.351996 9.803206 5.351996 7.614090 6.609383 7.929424 8.837864 3.599925 9.160959 3.052433 10.705693 10.022651 11.572071 12.824051 11.880449 12.129456 7.526920 11.046353 8.165776 4.673924 9.500471 8.314891 4.439457 NA NA 9.769847 12.012238 7.203743 2.673918 5.329274 8.076509 9.228512 TCGA-AK-3453 58 0 NA 2531 kidney stage ii t2 nx m0 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 1 1 NA NA 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.742345819 9.475697971 10.157662854 5.821294386 -1.579490650 7.023894043 8.155125345 0.420401554 4.162693432 4.253308589 6.448321180 7.205050333 6.691878885 10.780439538 11.681482033 1.227741076 11.042696178 10.141087363 12.143436469 16.628636463 12.009481440 10.566347686 6.850868166 5.339279937 8.098135279 10.983611791 3.943977571 NA 5.639585268 8.501232917 11.204845903 10.821028211 6.687202095 1.420401554 9.392677408 8.876769856 10.647730660 7.984564857 4.705817593 1.590338533 9.902215007 10.545506066 0.420401554 11.410874081 4.120857857 9.734432230 9.828745335 8.424636191 6.705817593 2.668346088 9.758594836 9.283052922 10.612708373 8.053410599 6.474069320 11.529294429 1.874600266 9.114773298 8.804119725 6.391958422 12.118251898 8.845631491 7.710434522 9.966079863 -1.579490650 4.896150731 9.841954412 5.148336246 10.965862693 9.992642121 6.290780094 6.850868166 8.951767864 11.451082655 9.323544135 9.238997699 7.336294994 15.126034429 9.337041362 8.648031433 9.515812569 4.760263535 9.382588580 7.470264341 11.522555296 2.668346088 12.277813435 3.637645021 9.021610754 4.812734377 8.005378091 8.817020410 6.253304807 9.667749700 7.766929031 12.130683876 7.042467054 13.387691337 8.324297578 10.427972017 11.041780626 13.669343751 -1.579490650 4.486502007 8.075051760 11.508044118 8.126047755 5.733297391 8.528940072 7.857126941 9.463442836 10.792736457 8.942997082 7.801958566 9.893613853 10.282277854 NA 10.604980971 8.648031433 10.429894288 10.704661308 7.600324769 8.575233658 11.873098240 9.859727029 11.913770660 5.035126798 3.742340429 10.993115795 9.474341329 9.705817766 10.080411438 -1.579490650 3.005382021 5.431643016 12.865624427 5.863358680 8.553557877 6.668343252 9.515153008 10.682804055 11.108009948 2.812724110 7.890057511 5.148336246 11.518283092 9.608386054 10.902792411 10.335921553 8.911266439 7.549698431 11.199314019 2.005364055 2.120849564 4.846678844 8.613940815 1.420401554 0.005328121 9.290009398 12.098905630 10.071467189 10.894628473 9.688957494 3.064279304 10.020793029 6.967310426 10.502870680 4.687200695 3.975006461 8.939068745 6.221314506 3.175301034 12.109758387 9.203413834 11.873300220 10.686030612 9.875228843 9.391240367 13.344392912 9.154278136 9.963930818 11.205868009 11.060208399 -1.579490650 8.193554929 10.768036904 13.460392246 10.080661127 10.798710421 11.322790636 0.420401554 10.308778257 8.857126941 10.588147283 2.943977571 11.402517864 8.606505152 2.590338533 6.459334889 NA 9.317504645 7.634734830 11.584065234 10.621926860 9.920261437 11.220304256 9.271383654 9.414061519 5.442784293 10.959036119 9.690710934 8.287694375 11.321848125 2.420428504 6.502564518 6.333305651 1.227741076 1.005399988 2.943977571 11.144716230 1.742351209 7.518447800 5.715036722 NA NA 11.255676456 9.937100558 11.099015702 10.782633395 10.451427397 8.719623603 10.340362647 6.529200954 8.193554929 10.364761620 10.005378091 9.712737113 0.005328121 NA -1.579490650 10.845369142 9.037882949 8.108666106 NA 9.444169887 10.808971010 11.346340810 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0.453 0.000 0.000 1.108 1.108 0.000 -0.110 0.000 0.000 1.189 1.189 0.000 0.000 0.602 0.602 0.000 0.000 1.185 1.185 0.000 0.000 0.000 0.000 0.366 0.366 9.549698623 6.214831988 8.176971959 8.197933684 -1.579490650 9.127774612 10.234597478 7.998165597 10.959574347 10.826623162 11.124967677 NA 5.610239403 9.822361621 4.448762224 9.019398634 12.504476468 6.221314506 -0.579490650 6.746844810 2.420428504 0.005328121 7.959574275 2.227771876 10.579485845 10.780439538 10.693185232 6.403409190 0.005328121 0.420401554 0.420401554 9.760265531 7.617632020 8.781262656 NA 3.549693811 8.267473 9.769144 9.497231 8.468903 8.729892 11.104068 10.986232 2.742351 10.686031 8.719624 6.846680 5.064271 9.788376 4.278394 14.034464 11.272360 9.321282 13.377019 13.177962 6.728755 8.973085 8.752452 7.085752 10.370607 11.201775 11.888658 5.967309 11.595497 2.879843 NA 9.578394 8.474342 11.355396 8.638373 11.913771 10.197260 9.952284 10.562523 6.795455 9.515153 13.337135 10.902792 10.360362 12.737475 10.640189 1.227741 9.451772 7.848776 10.982419 9.203414 7.188600 9.373885 13.509080 8.108666 11.611782 3.374608 5.518447 9.868015 11.802094 11.702201 6.120856 -1.579491 NA 10.412646 12.099016 10.338146 7.221315 11.917020 11.317504645 12.681114587 10.780439538 10.141087363 12.009481440 2.420428504 7.670714310 3.846683857 9.269820736 4.092841692 10.301911910 0.420401554 4.705817593 12.783715305 9.420415450 10.647128746 9.765266205 1.227741076 12.754758672 5.150104701 6.951796417 7.194214141 11.310679803 7.726477038 2.327313710 9.191905084 9.995481975 10.263335406 10.437919944 6.253304807 9.064271758 9.807355727 3.374608297 9.147485040 11.049772125 8.971162425 0.005328121 10.426040050 10.048405269 2.120849564 9.350413706 4.005382021 9.332556452 8.613940815 9.688957494 9.184159023 4.201774987 9.373156834 7.940051612 10.768036904 11.930190532 11.207093593 11.584065234 11.997490255 12.801011878 11.321848125 9.508541161 7.414768941 8.545829018 9.513172713 9.309919440 1.005399988 8.256260592 NA 6.875743209 10.140142378 9.610240142 NA 9.393395392 8.809508983 10.174050190 TCGA-AK-3454 84 0 NA 874 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2887081 10.6175214 8.1625736 NA 10.6111272 3.8018933 8.3080222 7.7397901 2.1094609 10.0263372 8.9116556 8.4576004 9.7071774 2.0099204 5.6537823 8.9262328 2.3725064 11.0654029 10.6053176 8.9125172 6.7417312 11.2209338 13.8820520 11.3666932 8.7250162 9.8732282 16.1629076 9.4652542 8.6833621 10.3146855 5.0227495 9.1812825 7.6640511 10.2636055 6.5645154 11.9905765 2.1104301 7.1698268 9.2442311 11.0834946 8.8995394 2.5948829 9.6553280 8.0115359 12.2636055 7.9757110 15.5416608 9.2095991 10.6046433 6.9304925 11.2730283 NA 4.0354656 13.3707347 11.9519176 7.8785292 1.9029997 7.8995394 10.4292852 7.8006243 10.8736707 8.9748866 8.4833426 9.4343930 9.5819504 NA 10.5365658 8.0195557 9.2706784 10.4037770 8.9798273 8.7103667 11.7253533 9.4971926 12.5398454 0.5244649 0.5244649 10.0330871 9.5992302 8.6309322 9.5765246 NA 5.2137983 3.8464231 13.8369009 10.3478673 10.6609785 12.1148063 9.2906976 8.8024847 9.1884138 2.9574503 6.3215133 9.8647953 10.8947515 9.1769864 11.8397639 10.3414837 8.4120253 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14.0268346 10.6029177 0.7875160 11.5617724 11.1992219 10.8455261 9.3350716 7.8607834 10.1483815 13.0516349 10.1288679 11.9678570 3.1094609 6.0543210 6.9168170 11.9168174 12.7564412 5.7591558 -0.7973629 1.0099204 10.4496093 13.1254815 11.7195904 7.0322948 10.9849559 11.2733637 12.9300138 10.6737391 10.8126740 9.9309177 5.8464281 12.1063596 6.0729376 9.3960972 6.9440385 9.9524413 5.2578555 6.1333087 12.8421823 9.2592096 11.5443687 10.3124025 0.5244649 13.4912578 6.2877530 5.7494672 7.8066617 10.2113507 9.2619165 2.5948829 9.2214675 10.1465519 8.0287388 11.3070069 3.6944234 11.0675318 10.9779764 0.7875160 11.5789687 10.1399457 10.1347867 -0.7973629 10.4678940 10.0539306 1.7875160 9.6717049 5.7875343 8.9822912 7.1273846 9.1784199 8.9575597 3.4120227 9.6066491 3.6288319 11.6047846 10.4370900 10.9647463 13.1344175 10.6343307 11.2581933 9.8342037 10.8507047 8.0667582 4.5063544 9.4879740 9.2578543 1.3725064 6.9860286 -0.2124004 11.2908633 11.5652514 9.1094624 3.4879751 8.2455993 7.9888414 9.9193913 TCGA-AK-3455 71 1 683 NA kidney stage iii t3b nx m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 2 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.560606e-06 3.468013e-07 12.280701754386 22.8070175438596 19.2982456140351 29.8245614035088 15.7894736842105 9.4175234 10.3260455 10.4131092 8.5636379 9.9577246 7.4047346 2.2149019 7.3585888 8.2394954 NA 1.9373821 4.7998748 6.5934210 8.5021603 8.0753759 10.0889691 12.1213495 6.6072267 10.8943900 11.0610271 11.2488834 14.7469849 10.0312536 11.2238987 8.1289960 7.0038563 6.3687160 12.6566091 6.5150343 NA 6.3928274 9.1550765 9.9097901 9.9028104 2.8929738 0.8929738 8.8310912 9.2494337 10.1667773 9.0666589 5.5654083 7.4779444 9.6098011 10.5882101 5.9373750 9.9577246 11.7410178 9.8103538 10.2461286 8.5547600 8.0951058 2.2149019 8.6226024 10.0654093 10.6003408 7.8673961 5.0152389 10.1597098 2.4779363 8.6759800 7.8731211 0.8929738 10.5467225 8.8058712 7.8354965 9.6227470 1.7003509 5.6743420 9.4185026 1.4779363 10.2182873 10.9407873 7.9883785 4.1783800 10.5991194 9.9631027 11.5480652 9.7602605 8.9671233 15.8036011 9.1515478 8.3747813 11.1376429 4.9804458 9.6251492 7.8442664 9.7817249 4.3848373 11.6572313 1.7003509 8.8222400 9.1373455 9.2614883 9.4007764 5.4628376 9.4116349 7.8901615 12.2360286 8.1121502 15.7326938 8.6344488 11.5007675 6.0828069 11.5629740 NA 0.4779881 13.8389742 12.3506191 8.1048702 7.0629064 8.1621083 9.2991867 6.1597684 10.5816692 8.9346409 8.0778572 8.4418038 9.2745247 NA 10.1121503 8.3171480 9.4863729 10.3276100 8.6276915 8.4704108 11.5645560 9.1085148 13.2958606 0.4779881 1.4779363 10.1242029 10.0993857 9.4523588 9.5177772 NA 3.9804458 2.2149019 14.0454251 9.8695459 10.0370026 13.9641508 8.6327622 9.6183481 9.9717997 3.6478671 6.6344481 9.5977500 10.2160365 9.5768537 10.9643469 9.8830857 8.0679076 7.8177940 10.6445258 4.8471802 2.2149019 3.6478671 8.5368378 7.7099654 -0.1070262 9.1667774 12.7092655 10.4628374 10.7175428 8.8043737 2.5934255 9.7710327 8.3066095 7.6753573 11.0154862 4.5654083 9.5485125 9.0963299 4.1409095 11.1699785 8.1921897 10.9499581 10.9250275 11.2075650 9.6556130 11.8418964 9.2874444 11.3068741 9.6512049 11.2092633 -0.1070262 6.8816658 10.5237039 11.3825287 9.3629084 8.5724619 11.3408398 7.0478001 9.5680566 11.4973033 10.7683471 5.3359262 10.3431619 7.3453467 4.4165425 5.0015050 -1.1068708 7.5076916 5.7998722 12.6908459 9.8340293 9.6914536 10.5291532 9.7763888 8.9949575 5.7509628 11.0189892 9.5715818 7.2981231 9.5323224 -1.1068708 4.9590700 5.5368393 1.4779363 7.2328315 4.8702611 11.0512758 5.1409095 9.0553730 6.0119227 NA NA 10.3843338 10.4091742 11.0047695 10.9661192 10.7817250 10.5825430 8.4494879 6.7316815 10.1091213 11.3377378 10.6804763 11.1556639 0.4779881 -1.1068708 NA 9.5960201 9.6226024 8.9111819 8.4533147 11.6493296 14.1983310 10.1789618 7.9183153 9.6327624 -1.1068708 0.8929738 2.2149019 NA 15.1056113 7.3192467 9.3118884 10.6747512 NA 8.2058646 9.0766171 11.4216800 7.0171035 9.5583176 10.5899493 9.8544315 8.3338508 9.6453625 10.9801131 11.4722977 8.8442664 10.6072273 7.6209023 9.8092493 6.0629074 9.4798215 4.8529826 8.0067238 10.7521282 0.54171000 -0.00097017 0.00083195 0.00000000 -0.00503180 -0.00581400 -0.00069303 0.01223700 -0.02274400 0.01992300 0.00191330 0.51684000 -0.00097017 -0.00097017 -0.61092000 -0.55977000 -0.55977000 -0.01422800 -0.00395990 0.00000000 0.00515480 -0.00581400 0.00541390 0.00541390 0.00110930 0.00430210 -0.00166290 -0.56276000 0.01164600 0.01363200 -0.02274400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.527 0.527 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.527 0.527 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7075641 6.9697975 9.2035944 6.9350790 0.4779881 8.7679629 8.0828064 9.2519077 8.9305286 11.7991189 10.6739315 0.4779881 6.1121496 9.5141179 -0.1962770 8.8177943 11.2981232 9.0963299 -1.1068708 7.9125726 3.2149174 -1.1068708 9.3150465 6.7817256 11.1571956 10.0889691 11.0854379 8.0852743 -0.1070262 NA 1.7003509 10.4595115 7.5968852 9.1121502 1.2149330 8.3255236 9.1515478 10.6187740 8.8845036 10.4116349 8.4321406 7.2766865 9.4647344 3.9373726 9.7602605 9.8479050 6.9319005 7.0578889 10.9188134 5.9697975 13.0963298 11.0944931 9.7915831 13.3071384 13.3361196 7.3234340 7.8207598 8.9028104 7.2372779 8.9617599 7.1783840 12.8105403 8.6157893 9.8964997 3.2852986 2.0629161 10.3793140 7.7353319 13.1499275 10.6230272 13.2958606 9.4618878 7.0975529 8.4224121 10.2766860 8.6327622 15.5809861 10.9643469 10.3982971 13.8322396 9.6200513 NA 11.1544890 10.2024581 11.0787863 8.1921897 8.1313863 10.4933593 13.0358865 11.8931579 11.9892027 5.2852986 5.3359262 7.3400646 12.3852105 12.7437546 5.9804435 2.5934255 0.8929738 10.7934712 13.0315736 11.1692865 7.5934218 10.7660413 10.5851613 11.8650641 10.0889691 11.0610271 10.0312536 8.4816965 11.7416047 5.2852986 9.0158098 5.1024356 8.9857389 5.9373750 6.8587656 12.2483246 10.1731725 11.3750334 9.5440334 3.2852986 14.3526695 6.3287772 6.3605873 9.6844865 11.2989209 9.0877386 4.2149097 7.9014106 10.0151626 7.9988905 12.1092729 4.0222613 12.3015769 10.1169834 4.0222613 11.1990434 10.6357122 9.9724665 1.7003509 10.5168633 9.4155633 3.9373726 9.8915721 5.4165425 8.4086817 7.8529839 8.8043737 9.3850953 7.5296062 9.3938235 4.3192494 10.5237039 10.5177772 11.3955650 12.6908459 11.2149099 12.0016695 9.5323224 10.2367227 7.2283723 4.9590700 9.3410980 8.9277806 1.7003509 5.9380317 -0.1070262 10.5873397 12.5950224 8.2917256 4.5076932 8.2058646 7.9857389 9.6906432 TCGA-AK-3456 48 0 NA 1143 kidney stage ii t2 n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 4 3 1 NA 3 3 4 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 4.855218e-07 19.047619047619 21.4285714285714 9.52380952380952 30.952380952381 19.047619047619 9.10762511 10.35091841 9.25146087 9.56752662 10.36396476 7.89938291 4.30543069 10.67819676 9.34105575 NA NA 4.02789715 6.17332735 6.57596122 5.45923815 10.93442406 11.99175722 8.94205641 10.90683116 10.52363174 11.78723120 14.03257112 10.68307611 11.53665296 8.22429501 5.21232420 8.17579653 11.07336129 3.30543069 0.56842131 4.81639491 9.74089367 9.04689863 10.13388559 3.79085543 0.56842131 8.75168799 9.17085569 10.93405954 8.22429501 4.76486098 5.68394343 10.26427439 10.77018170 5.26890593 11.54024919 5.90236788 9.64795105 9.61740704 8.03878623 6.90831576 3.23143241 10.86767419 9.94422962 11.01899011 8.09202821 2.44294350 11.16570559 3.44686495 9.55978967 7.94350587 -0.01654119 10.11343068 9.26079113 8.34325324 9.90290340 3.50707153 7.62012816 9.80527762 2.56846996 11.01313603 9.44600597 9.00170374 5.21232420 10.08871816 10.68827191 11.22608237 8.68007148 6.69774880 15.35973084 9.81164009 8.99053089 10.66034226 4.07096457 10.02926334 7.48732958 10.36504661 4.91423921 13.93906278 1.30544528 6.59931779 9.69431017 7.50313960 8.73001798 8.35854308 9.35528039 9.46631164 12.74141451 7.99193220 14.03752498 5.73839225 9.99260445 9.40556846 11.70460287 NA 8.87680515 11.47485574 12.66792358 7.56470435 7.71482248 8.23143097 8.23380228 7.89938291 10.63813974 8.75993677 7.11792979 9.00448370 9.77385213 -1.01654119 10.29468438 8.53809268 10.43162003 10.34927935 8.92601810 9.32779962 12.18807636 9.65592904 13.22861067 0.98353178 3.93770220 9.98491185 10.09333437 8.59268239 10.97785710 -1.01654119 2.30544528 1.56846996 13.51853600 10.09854733 9.48035743 13.10017254 10.20267214 9.62012835 10.24089148 4.11278352 6.22190801 6.61285965 11.52047936 10.85810085 11.95855808 10.48384761 8.16341269 9.82899375 10.32724465 1.79085543 1.56846996 5.52266156 7.91719423 5.52266156 -1.01654119 8.79246789 12.13372698 9.91350175 10.26543373 10.29752034 4.44293686 9.24794626 7.26890593 10.01641720 7.12305467 4.68394343 8.86767411 3.44293023 5.43916100 10.27524991 9.34873258 12.07543486 10.18685174 9.13958665 8.71848424 12.13721403 9.25146087 10.92675105 12.47397854 10.76609247 NA 7.89339680 11.86920004 5.06841716 8.76561729 9.37044396 11.01348103 7.40976853 10.60326516 11.07560008 10.60555554 2.56846996 10.75168799 8.31931852 4.44293686 5.42644592 -0.01654119 8.16341269 6.68394343 12.48695677 10.33995564 10.10114683 10.58434575 9.97573392 9.59545070 1.98349529 10.60802957 9.06298837 8.36504683 10.63679661 3.62736170 4.81639491 3.98350441 1.56846996 8.20750539 2.30544528 11.37877002 1.98349529 8.68737253 5.37582140 NA NA 11.43316822 10.32391021 11.08777482 11.12879899 10.71439837 9.60463977 9.85386843 6.21434049 8.93624482 11.51366612 10.35201009 11.56799647 5.67000468 -1.01654119 NA 9.98842637 9.10633157 8.97785717 -0.01654119 13.84817155 12.49290758 10.70673800 4.86443380 9.22905648 -0.01654119 1.79085543 1.79085543 2.15341624 14.48571393 8.78924769 9.42644718 11.43934461 NA 9.03335224 8.89829241 11.38331565 4.98350441 9.94639971 10.20146135 10.07560015 8.71142401 9.27352242 11.54979559 11.25729926 10.38811310 10.25263031 7.34544783 9.62555543 4.44293686 9.92528486 4.67476005 7.68567670 9.87072427 1.0842e-02 2.9133e-03 -6.0904e-03 -7.0576e-03 -4.5360e-04 -4.2590e-03 1.6642e-03 3.1999e-02 -9.6806e-03 1.0842e-02 1.0842e-02 1.0842e-02 2.9133e-03 2.9133e-03 -6.0904e-03 -6.0904e-03 -6.0904e-03 -6.0904e-03 -1.6567e-02 -7.0576e-03 -5.6757e-03 -2.7724e-04 -8.7844e-02 -8.7844e-02 1.6642e-03 9.5883e-03 7.1773e-05 6.1090e-03 2.0343e-02 3.3831e-02 -3.1632e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 0.000 0.000 9.6028067 6.8036830 8.4055683 6.3145098 -1.0165412 9.1332509 8.6381397 7.5361345 11.1011468 11.2953456 10.4637890 2.5684700 5.9260184 9.1892970 5.2314324 8.1807203 11.5224201 3.4429302 0.5684213 6.3928944 3.3758179 -1.0165412 8.8813492 7.2918430 10.8883076 10.9344241 10.4533133 7.3758214 0.5684213 NA -1.0165412 9.5090246 7.9806834 9.4097685 NA 5.0709646 9.5409674 10.3569127 8.5552563 9.5060852 8.9507300 8.7400600 10.7270759 2.8903883 10.2242950 8.9778572 6.3585440 5.1733273 10.2461859 8.3121787 14.0756827 10.6730650 10.3020465 13.0160660 13.3795063 7.1073144 9.4388309 10.1990367 8.7383912 9.9398798 3.5684700 12.4771090 5.5982133 9.0576452 0.5684213 NA 10.5148851 9.5342505 12.6149081 9.2171233 13.2286107 9.5740907 9.6673756 6.1634122 10.7673204 10.2026721 13.9312319 11.9585581 11.8340812 13.3814457 10.7262342 NA 9.8730077 11.2219084 10.5500334 9.3487326 7.9260184 9.8438148 13.3191732 10.0556363 12.0365811 3.7383896 4.8661464 7.2455983 12.0003120 12.3842497 7.3803650 NA NA 9.0576452 12.5585701 10.9721742 6.3672085 11.3121786 11.35473578 12.81886330 10.93442406 10.52363174 10.68307611 4.56846388 8.61468077 4.56846388 9.56846616 4.79086064 10.25613343 5.26890593 8.51293439 12.78509988 9.03471259 11.48608689 10.37313497 2.56846996 13.62921840 5.20267238 6.33223173 7.83419038 10.96114137 8.16341269 6.40976768 9.09333437 10.03742958 10.69774924 11.58341650 7.47935830 11.37823432 7.42644676 -0.01654119 12.69935844 10.90236690 10.30824675 -1.01654119 11.44293531 9.67350166 0.98353178 9.77385213 2.89038832 9.56093253 9.79085852 10.29752034 9.32449988 4.47535731 9.50510412 0.98353178 11.86920004 11.28671363 11.15311555 12.48695677 10.80527770 11.82801332 10.63679661 9.92967887 7.59821333 7.27352242 9.78763472 9.43058699 1.56846996 3.56726555 NA 9.25729920 12.52999547 9.88286066 -1.01654119 9.03335224 8.18317583 10.03742958 TCGA-AK-3458 48 0 NA 1168 kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 3 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 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8.6723058 1.2714257 10.2854468 9.8563890 10.0103631 7.1169168 2.0787806 10.3076000 9.5252739 10.4268771 8.1200491 0.8563882 10.2856073 1.5933538 9.0010473 8.2051168 0.2714257 10.8545091 7.8336687 7.6594437 8.7349507 1.2714257 7.0061364 8.3615390 1.2714257 9.2036412 10.9933800 8.1813193 5.4007087 9.2728346 8.5074407 10.4525787 10.4948248 9.6818777 15.9160291 9.0576961 8.9170847 11.8955364 5.3375149 9.7471598 8.7652818 10.4563017 6.1783163 11.6650850 1.9938917 8.8318165 9.1153475 9.5579842 9.4857456 -0.7285743 9.3720887 7.6421138 11.9953006 7.2657801 14.4908290 7.7910626 10.9814407 8.0429157 11.7915540 0.2714257 3.4413507 13.3308554 12.0957885 8.4160848 1.5933538 8.9367622 9.2868414 8.2629485 8.9314222 8.5122178 7.6551307 8.6223656 9.7308580 2.5933538 9.5521972 7.8713391 8.3720889 10.7752522 9.3942543 8.5956070 11.4959919 8.7081379 12.2661334 4.1294067 2.9718654 10.9134781 10.1294385 10.4717120 8.8620133 -0.7285743 4.9438510 NA 14.5289984 7.0787817 10.3192319 12.7210909 6.7308587 10.3910160 10.0254787 2.7308573 5.9856712 10.3522440 9.7871262 9.3615388 11.3011312 9.5299925 7.9959401 7.5706345 10.9487056 6.3903667 3.6637431 5.1783163 9.2314283 2.8563882 -0.7285743 8.2572686 12.5759203 10.8847554 9.7420852 7.8488551 1.2714257 9.9942339 9.1932674 9.0916054 9.1262948 6.0396100 10.0609600 7.3851687 3.5744770 10.6632070 7.8183208 11.1145623 10.4698714 11.0233888 10.7408036 12.8925625 8.4759976 10.9579269 9.9535432 8.5637481 1.5933538 7.8260152 11.3545733 9.0824157 10.7646914 8.6594437 11.1086601 8.6377486 9.5545148 11.2554888 10.3884201 5.4612502 10.9256149 7.8280857 3.4413507 6.5193532 0.8563882 7.8563888 4.3588885 13.0153141 10.7471599 10.0682771 9.8787568 10.5317579 9.2965659 4.6289777 10.9134329 10.0876100 8.1169162 9.1873058 1.2714257 6.6637445 5.1540687 6.8713398 5.2487056 4.9152819 10.2400932 6.3482413 9.5317815 7.5250846 1.5933538 NA 9.1043165 10.5187605 11.0358833 10.1977224 10.5399684 7.6976911 6.9925260 6.1322643 8.7851539 11.7935175 10.7552422 9.9718661 -0.7285743 NA NA 9.0044418 9.8888939 9.0771703 8.6068168 12.1711609 13.1367730 11.1854377 8.0316141 9.4808798 0.8563882 -0.7285743 4.7632788 NA 14.3999041 6.2714257 9.6475518 9.7257257 -0.7285743 8.0723261 9.1571228 11.3495772 6.6637445 10.6218132 10.9609877 8.9925257 7.9822327 10.3688002 10.4978386 10.3582261 8.7910626 10.8540388 7.4058528 10.0296496 8.0560611 10.3442289 4.6976904 8.0658421 11.8098579 0.0123760 0.0154470 0.0296060 0.6433900 0.0063871 -0.2934300 -0.3031000 -0.0202750 -0.0883740 -0.0151910 -0.0151910 0.0123760 0.0154470 0.0154470 -0.6217900 -0.6217900 -0.6217900 -0.6217900 -0.2766700 0.0193630 -0.2895200 -0.2883400 0.0108420 0.0108420 -0.3031000 0.0080567 0.0260920 -0.2924800 -0.0073339 -0.0383060 -0.0883740 -0.303 -0.303 0.000 0.000 0.000 0.000 0.000 -0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 -0.277 -0.277 0.000 0.000 -0.290 -0.290 0.000 0.000 -0.288 -0.288 0.000 0.000 0.000 0.000 -0.303 -0.303 0.000 0.000 0.000 0.000 0.000 -0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 -0.277 -0.277 0.000 0.000 -0.290 -0.290 0.000 0.000 -0.288 -0.288 0.000 0.000 0.000 0.000 10.3327975 6.2139402 8.5358691 7.5243756 1.2714257 8.8916461 7.7831790 9.9024033 9.2798550 12.2999040 10.2036412 2.9718654 6.1294067 10.9596767 4.7308573 7.7431016 10.6029032 7.3851687 0.2714257 8.1325131 0.8563882 -0.7285743 10.0666543 7.9188847 10.8068427 9.1510097 12.2425101 6.8934787 0.2714257 0.8563882 3.0787806 10.6876961 8.6179401 8.4587786 NA 6.9509069 8.2110054 9.9848129 8.9278511 10.3185503 7.6333702 4.9718654 9.0755575 4.7949876 9.8778317 9.8460200 6.8713398 7.6934911 10.6168317 7.0061364 12.3418828 11.0133146 9.6146121 13.3389448 14.4464301 5.5382122 7.8750526 9.0495036 8.8934781 8.9993470 5.5568279 12.7797164 7.8563888 7.6289784 5.0263132 0.8563882 10.3381883 7.9403112 12.7057940 10.3165034 12.2661334 9.3562347 6.8934787 11.5571176 9.1479434 6.7308587 14.6751042 11.3011312 10.7323942 15.3370529 9.5763481 1.2714257 10.3287412 8.2343226 10.1895443 7.8183208 8.7143699 9.8134909 12.2461995 10.5151954 11.8204891 5.8105845 5.4808790 6.1043157 11.7542343 12.7941305 5.1043157 1.2714257 NA 10.3955477 12.5288143 10.0518104 8.6399329 10.0379553 10.2791545 11.3412118 9.1510097 10.8615455 9.9657843 5.6637431 12.2330570 4.9718654 9.6850543 4.9993461 9.4045685 8.3185505 8.1011489 12.1259013 9.0212959 10.5246829 9.8620135 3.7308573 14.0701513 6.5391495 6.9649138 9.1308369 10.6328219 9.0625894 5.5193532 7.5335213 10.2993324 8.9668114 12.4355477 2.4413507 10.1858116 10.4717120 -0.7285743 12.8515672 11.3375156 10.1106302 2.0787806 10.8930205 8.7930268 3.2714257 9.3103453 8.2168700 7.4710988 8.4513356 7.8488551 8.3854030 3.8563882 8.9822330 3.8563882 11.3545733 10.1019415 11.3789704 13.0153141 11.1658652 12.2319714 9.1873058 11.0576960 8.2110054 5.4612502 9.3509111 8.8879751 2.5933538 2.9718654 1.5933538 9.6723058 12.6189744 7.5146004 2.7308573 8.0723261 7.9891027 9.7112572 TCGA-AK-3460 58 0 NA 2508 kidney stage i t1a nx m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3227309 9.7367302 10.3942731 8.2884213 NA 10.4312679 1.2968979 8.1781355 8.1703432 1.6188494 10.0929389 9.3508252 7.9335237 9.3455088 -0.7029847 7.2335372 8.0248200 2.4668359 11.2626836 10.5370943 11.6086476 5.5823001 12.5493844 11.6662240 10.8620014 9.0366800 10.7872488 15.5788836 9.6806036 8.6999114 10.9294402 4.9693255 9.8466840 7.6632215 9.7367302 6.2037904 11.9640108 1.6188494 7.0251595 9.3710408 10.9912572 9.0782589 1.8818604 9.4093387 8.0782592 11.6456275 7.7685747 15.3500633 9.8056844 9.7933338 7.7273521 11.0033954 0.2968979 3.6188260 12.6888141 11.6060914 8.1734163 6.3303218 7.2912527 9.1010302 7.4001869 10.4848699 8.5353042 8.8341177 9.1564340 9.3385583 -0.7029847 10.2525492 8.4441042 9.3234228 10.9056162 9.1886830 9.5196942 11.5395673 9.3412933 11.9033045 2.8818604 NA 10.0757977 9.7889928 8.8610487 9.6967113 -0.7029847 4.9973376 3.5448316 14.1665895 5.5063512 10.8591418 12.2806055 8.9956041 8.0248200 9.4668243 2.9973466 6.2741796 10.7460479 10.5436399 9.5412631 11.4395201 10.7025726 8.4364505 8.4867240 10.8428290 7.2968997 2.4668359 5.7398427 8.7336109 0.2968979 NA 8.9407555 12.6206578 9.9353352 10.3777168 9.4830136 1.8818604 10.2820297 8.1517675 9.9857527 8.0650838 7.7927545 9.4402824 9.5495646 5.5063512 10.4592906 8.5136451 11.2467260 11.0290667 13.1390532 9.0265201 11.6384181 8.9060779 10.6843782 9.5460128 8.7084104 0.8818995 8.7147517 11.6336848 11.6398407 8.5549000 9.9631232 11.4796040 9.0567875 10.0961809 11.2131520 11.1066674 5.1297899 9.8543630 8.0422711 4.4668229 6.2157621 -0.7029847 9.1106806 6.3949308 12.8584259 9.8175181 8.8399313 10.9895148 9.8986702 9.8233986 7.1917166 10.6656513 9.1154815 7.1610855 10.0576192 0.8818995 3.9407587 8.2335372 1.2968979 4.8514892 4.3412955 10.6615812 6.6892167 9.5840115 6.4073035 1.2968979 -0.7029847 10.4749417 10.4580312 11.3528595 10.7962469 11.2947844 8.1886828 8.5551121 6.0477739 10.8944864 11.3296338 10.2202268 11.0286426 NA NA NA 9.6029610 9.0467688 9.3081265 6.0111445 12.3123144 14.9490160 11.5353041 8.5743960 9.5051337 NA 0.8818995 NA NA 14.8623584 7.4817744 9.6588431 11.6202356 1.2968979 8.5209011 8.9253996 10.9666702 7.1042538 10.5436399 9.7105272 9.6120489 8.8762152 9.3710408 10.9873339 10.7786988 9.5995382 10.6843782 7.9903865 9.8255879 7.5915201 10.3797137 4.9693255 8.1873461 10.2135252 -0.00164560 0.00097064 -0.57308000 0.57451000 0.01926400 -0.00484610 0.00736090 0.00335200 -0.00747200 -0.01312700 0.00000000 -0.00164560 0.00097064 -0.00733390 -0.61209000 -0.57308000 -0.57308000 -0.57308000 -0.00152430 0.57451000 0.00638710 -0.00484610 -0.01491300 -0.01491300 0.00736090 -0.00912860 0.00652620 -0.01354000 0.00777830 0.00610900 -0.00747200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2532755 6.7062902 9.5483817 7.2424606 NA 8.7967450 6.7398427 10.3485297 9.8648553 11.3413959 10.1345272 3.2037963 6.6892167 9.4491841 3.5448316 7.6632215 10.7078805 9.5495646 NA 7.3467477 3.4668229 1.2968979 9.1564340 5.5063512 10.7025780 10.6692203 10.9417155 6.5160672 0.2968979 NA 2.4668359 9.9189512 8.2626836 9.0128614 NA 5.8818628 9.9675555 10.2870032 8.1641779 9.8912238 8.2655663 4.7887536 10.4885755 4.7231653 9.7807151 9.2097887 5.9833995 7.2684428 10.5112185 7.0248194 12.9499683 10.7419141 10.1234478 13.6626749 12.6227050 7.3081269 8.5636859 9.1517678 8.7168596 9.6881429 8.5683624 12.9650087 8.8086518 9.5136451 4.4668229 2.2968979 10.0766187 8.4028079 13.1933263 9.9990720 11.9033045 9.2350087 7.4466466 11.7473373 10.5642713 8.9956041 15.0404189 11.4395201 11.2507320 14.0699870 10.4099903 NA 10.9890789 9.7481105 9.9362400 8.5136451 8.3602945 9.7573552 12.5823015 10.1833580 11.5677786 4.2968979 5.8968119 4.8818604 10.9046920 12.5943888 5.3192675 1.2968979 -0.7029847 9.5869182 12.6637679 11.1333008 7.9152849 10.9732972 11.2648460 12.5131905 10.6692203 10.9416569 10.0349915 6.3521812 11.5460128 5.8204624 8.7522264 5.5063512 9.6588431 5.9973398 8.7624658 12.9964620 8.3494675 11.4060770 10.6193908 2.7563402 14.3767590 6.0724767 6.3192675 9.3398035 9.9798939 9.8639047 4.6892153 8.8379959 10.4054238 8.1297894 11.4031351 6.5160672 10.9028418 10.7619555 NA 11.4450581 10.5765099 10.3955894 0.2968979 11.3511645 9.8724385 5.2741796 9.4705765 9.9613465 8.8007249 9.1313703 9.4830136 8.9427019 3.6188260 9.5776701 4.9973376 11.6336848 10.3371890 11.3833673 12.8584259 10.5008590 11.1902008 10.0576192 10.9051541 7.8856140 5.5063512 9.5002474 9.4928867 0.8818995 5.2236118 0.2968979 10.4190802 11.8325149 9.5903709 4.6544527 8.5209011 7.9834001 10.1234478 TCGA-AK-3461 72 0 NA 2217 kidney stage i t1a nx m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 NA NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.24979801 8.27196952 2.12449357 10.01727778 9.61900430 8.56558194 9.24006336 NA 6.64804402 8.77473600 -0.04543143 11.47124199 10.50241554 9.56650391 6.42216234 11.38980275 12.36818496 11.37924823 8.50295509 10.67992331 15.81364284 9.61098181 8.64630057 10.90036661 5.50914475 9.80864617 7.80942538 10.48691294 7.26744029 12.23807953 3.04963077 7.74786804 9.23532785 11.69854989 9.05258924 3.90875528 9.70526398 8.45639426 12.08673541 7.79376066 15.04598518 9.69349375 10.91076983 8.18577836 10.53669900 NA 4.44640843 13.40666954 11.54373999 8.53387283 1.53953107 8.78110558 10.52346316 7.91165923 10.99381883 8.86894229 9.03003613 9.22485232 9.02467788 1.95456857 10.41757049 8.34901976 10.02869843 10.12760955 9.46136055 8.01254856 11.47728076 9.57569315 12.34378502 2.95454996 3.34687181 9.77393783 9.78744699 8.58026573 10.22951751 -1.04543143 3.53951866 1.76192349 13.71278025 6.74245900 10.92358376 11.80141854 9.45639426 8.47222658 9.45141081 3.90875528 6.20248433 10.84215844 11.16401037 9.78902804 12.06433546 11.05160152 8.74572003 6.96018153 10.56788612 7.85240279 3.65499684 6.46235176 8.37662162 2.41400019 NA 9.55260954 12.61064666 9.26630541 9.89045870 9.86519970 2.65498538 10.58891435 8.17130292 9.70853421 10.19355875 8.24457600 8.95877744 6.73591610 5.62698224 9.42724788 9.38291729 11.56627347 11.00270329 13.15958658 8.83505875 11.29885291 8.80474379 10.55121270 9.31650080 9.41808135 1.53953107 8.08641385 11.96070775 11.17990909 8.85979349 9.72934407 11.40370566 7.60919278 10.09410844 11.57179487 11.37898580 5.59841285 9.77633104 7.97147688 4.78744814 6.95455694 3.70944504 8.87342012 7.41808113 12.72325828 9.63491648 8.97553705 10.70693765 10.94395150 9.90146323 8.99621614 10.80380186 9.23532785 7.64105753 10.50914584 2.53953107 3.65499684 7.22134351 2.95454996 5.56926626 4.56926626 10.64891496 7.59118197 9.96767730 7.43748577 -1.04543143 NA 10.90109783 10.30494379 11.37556986 11.29579786 11.49226080 7.57660905 8.87614517 5.63530457 11.70128129 11.41219441 10.29829792 11.28463356 0.53953107 NA NA 10.07090100 9.06438764 9.81719441 5.44641174 13.72351668 15.30981761 11.68841975 8.16865758 9.64193270 -1.04543143 NA 0.53953107 NA 14.96018158 8.66364100 9.69180440 12.16263893 NA 8.21665178 8.69902095 11.37135455 6.84330051 10.73057874 9.50626533 9.71942870 9.26744006 9.05390471 11.38396376 10.78229667 9.66105301 10.63007305 7.64455501 9.93612437 8.14931374 10.93326752 5.49371457 8.39704437 9.84785852 0.00319100 0.00000000 0.01516800 0.28961000 -0.00257680 -0.00470790 -0.38168000 -0.00940460 -0.04712400 0.00319100 0.00319100 0.00319100 0.00000000 0.00000000 -0.52839000 -0.52839000 -0.52839000 -0.52839000 0.00958830 0.28961000 -0.53236000 -0.00470790 -0.00373950 -0.00373950 -0.39398000 0.00110930 0.00069327 0.00194180 -0.00691950 -0.01766600 -0.04712400 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.290 0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.290 0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.35543644 6.26744029 10.08512758 6.92057200 0.53953107 8.20958544 7.12448220 10.05158840 8.81719441 11.26527490 10.29774271 0.95456857 5.95455694 9.47222638 7.61576498 8.39334884 10.44088930 6.73591610 0.53953107 7.19296148 3.53951866 -0.04543143 9.34041940 7.45041205 10.80697729 10.98556895 10.67406132 8.74897304 0.53953107 -1.04543143 2.12449357 9.82260795 8.03137259 9.36182471 2.12449357 6.92034094 10.539989 10.352232 8.009839 11.255481 8.318691 5.312110 10.901829 4.735917 10.057845 8.694338 6.031373 6.873421 10.578439 7.654997 13.144690 10.923224 10.513934 14.115689 13.061529 8.121975 8.837200 9.587552 6.879370 10.125108 8.565582 13.266660 9.020646 8.418082 6.202484 2.654985 9.413989 9.591182 13.627977 10.560499 12.343785 8.982463 8.237645 10.646737 12.269990 9.456394 15.012041 12.064335 11.815838 13.513396 10.874910 2.761902 11.229518 10.881224 10.323609 9.382917 8.131977 10.096026 12.980475 10.694338 11.686722 3.761913 6.221344 6.073499 10.989356 12.916007 6.009840 1.954569 NA 11.711947 12.493352 11.370716 7.846341 10.814480 11.503860 13.000402 10.985569 11.099215 10.318144 6.722742 13.430797 5.837199 8.768338 6.605608 10.527731 6.346874 7.990731 13.232603 8.602015 11.583003 11.196540 1.761923 13.792825 6.309996 6.211945 8.340592 10.024678 9.724395 5.164010 9.061774 9.994161 9.165228 11.675870 3.861449 11.280425 11.482278 1.276497 11.593219 10.606506 10.457389 1.761923 10.803180 9.902194 5.413990 9.722741 10.044670 9.249178 6.569266 9.865200 9.305043 3.761913 9.483988 7.800047 11.960708 10.584824 11.312109 12.723258 9.971365 11.011872 10.509146 11.248603 7.761912 6.183375 9.556328 9.820290 2.124494 4.569266 NA 11.382917 11.595152 9.720258 5.430292 8.216652 7.598413 9.972061 TCGA-AK-3465 71 0 NA 369 kidney stage i t1b nx m0 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 3 5 1 NA NA NA 1 1 2 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 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7.7081465 1.3535491 11.3990441 0.6364506 8.6149200 8.8600031 1.5759416 11.1699805 9.2803203 8.4321255 8.4691285 1.7685866 4.1608879 9.4845295 3.0164963 12.8532099 9.9713036 7.7881584 4.3535280 10.6085193 11.5955133 10.7544095 8.8560305 8.5284557 13.9956946 10.2182322 7.8639645 8.2584158 4.7227666 8.6904084 8.4462873 8.8102268 6.6327539 10.8894535 4.3173113 6.7902142 7.3422152 11.1028409 9.0212329 5.6265472 10.2538938 9.0814504 12.7543206 7.8238500 14.5533443 8.2422733 10.1162665 11.4225323 13.6084111 NA 3.9384928 8.8836113 11.0620393 8.9195841 0.3535491 6.9731383 8.2279990 6.2279990 11.4236510 9.3144974 8.7657472 9.7957825 9.1747727 4.0164963 10.6784607 9.1630302 11.4110706 10.4841007 9.4802346 8.3814361 11.8597484 9.8177355 12.7619483 5.6389311 2.6754546 9.4828132 9.2013810 8.6588320 10.5815471 0.3535491 8.2704047 5.5234553 13.5993799 7.7110819 10.6195357 9.5083482 10.4060982 10.8952721 10.7551208 4.1608879 6.6754589 9.0247762 11.1971895 10.4405509 11.4421549 10.6694344 9.5589160 6.7797942 10.7843311 5.7458477 3.4690133 4.6014588 7.8507169 6.4550674 1.0905147 11.0458550 10.8669287 9.0620391 8.7572523 10.0734893 0.7685866 10.0324236 6.9828864 9.4253231 10.2594184 5.5629842 8.2279990 6.2115107 4.3231539 12.6175817 9.2402428 10.7731392 10.0854148 12.2345166 10.2305585 12.2329857 9.2921295 10.3115994 11.7519175 4.8770915 1.7685866 10.2453138 10.5062375 10.2322912 7.9789226 9.4690072 9.8907485 5.9384928 11.3403202 9.8400300 10.2000652 4.3832757 11.0063750 8.9457005 2.9384928 5.0353556 -1.2314134 9.6273258 6.9434936 12.5085591 9.9144998 7.8665996 9.6656568 8.9925693 11.0411974 4.6265501 10.2623079 8.9195841 7.6844471 11.2044982 5.4124225 4.6014588 7.3459968 2.0904809 6.7515615 11.8972918 12.1544300 4.3535280 8.3422147 11.9964708 -1.2314134 NA 11.0868279 10.7727881 11.2840211 11.3016539 12.2165548 7.4051925 9.7027375 5.6748561 9.6132734 11.3089378 9.9700790 10.2115110 1.9384740 -0.2314134 1.0905147 10.7426236 9.7198524 9.7558316 -0.2314134 11.9486321 14.8594450 9.7607978 7.9911936 9.4871004 NA -1.2314134 NA 1.7685866 13.1881328 8.7357939 9.6926378 11.4478277 -0.2314134 9.5167604 9.0685195 11.3528255 6.2604209 9.7895475 9.5482869 10.7158392 8.5855511 8.7066770 10.9886436 10.8520469 10.0562799 12.0068230 7.6296546 8.9774602 8.0353539 10.3586868 4.6948022 9.1751341 10.1646371 -0.5599700 -0.5335800 0.0076392 0.0077783 0.0071781 0.0178240 -0.5684300 -0.5461000 -0.2492500 -0.5599700 -0.5599700 -0.5599700 -0.5442400 -0.5347700 0.0076392 0.0076392 0.0076392 0.0076392 -0.0069247 0.0077783 -0.5729500 0.0065262 0.0127950 0.0127950 -0.5684300 -0.5625800 -0.1952500 0.0188030 0.0079175 0.0239870 -0.2430200 -0.568 -0.568 -0.563 -0.563 0.000 0.000 -0.195 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.186 -0.186 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.581 0.000 -0.543 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.249 -0.249 -0.568 -0.568 -0.563 -0.563 0.000 0.000 -0.195 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.186 -0.186 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.581 0.000 -0.543 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.249 -0.249 10.350239 7.160885 8.714012 7.291777 -1.231413 9.348826 8.740111 8.598497 8.740111 11.183937 10.881984 2.227987 5.469007 9.882310 2.768565 9.339372 10.088804 6.211511 NA 6.687430 2.469000 NA 9.804054 7.994980 10.387829 10.520112 11.346235 8.072348 2.090481 NA 2.353521 9.553202 8.939744 10.146320 NA 4.812960 8.895272 9.240243 8.014120 8.883611 8.553202 11.481524 10.339846 3.160888 9.784679 8.585551 5.845382 5.160884 9.570276 6.992569 12.799062 13.061680 9.598290 13.526166 13.206255 7.307726 8.399744 9.023596 5.412423 9.705206 9.565418 12.147269 10.082018 7.874476 4.745845 1.353549 10.413776 7.126120 12.405079 9.617973 12.761948 8.928439 9.648151 11.850384 8.230047 10.406098 14.477544 11.442155 9.925283 13.454740 10.929384 2.575917 9.918315 9.723491 10.692267 9.240243 7.361024 9.653501 12.814583 8.978021 12.159274 3.353535 7.728570 7.482813 11.692266 12.254774 6.276363 -1.231413 NA 13.143607 11.630236 11.325706 6.177958 11.714926 12.0157534 12.6983808 10.5201116 9.5718916 11.4394451 4.2604171 8.1305114 4.7685655 8.5871497 5.4690068 9.2052791 3.6265443 7.4828128 12.8379200 8.3018972 11.2169421 10.5783357 2.4690003 11.9263882 6.5884913 7.0631880 7.7617892 11.6044206 8.6358462 4.3832757 11.0009885 10.2926195 9.8816585 10.6109180 4.0539715 9.0994846 9.8527116 2.5759174 10.0493383 11.2793318 10.3279446 0.3535491 11.2215810 10.0989243 1.9384740 8.2300469 7.3832775 8.8560305 7.8019909 10.0734893 9.4782201 3.5759174 10.6230464 9.3786696 10.5062375 12.0662004 9.8420398 12.5085591 10.9227528 11.9187909 11.2044982 10.0241864 6.6077712 7.4160256 10.3763603 10.2649221 1.0905147 5.3343180 7.0400310 9.3582187 11.5181752 10.2704048 0.7685866 9.5167604 8.3459964 10.3511801 TCGA-AL-3466 41 1 293 NA kidney stage iv t3b n1 m1 male 2004 NA NA 0 kidney papillary renal cell carcinoma 10 NA white not hispanic or latino 4 3 3 NA NA NA 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.157052 9.809127 8.022120 9.216974 7.338380 12.796520 2.708651 9.078806 9.514602 7.280432 8.971747 3.809126 7.817300 9.873257 13.994002 8.625820 13.926645 7.437158 9.075470 6.993551 11.720382 NA 8.796778 12.959797 12.508936 7.865395 5.635098 9.271536 8.220060 10.391354 10.328405 8.639714 7.841548 9.060501 9.312591 4.050136 10.181002 6.559148 9.512086 10.165078 9.625819 9.043182 11.178617 8.377601 13.002540 NA NA 11.000747 10.226212 8.399544 9.499442 NA 4.671622 2.934649 14.118500 8.050135 11.842550 7.220060 8.865395 9.514602 9.618822 5.809126 7.792639 8.945885 11.103747 9.306797 12.792120 10.660308 8.564014 7.169874 10.456912 5.256584 7.957025 3.671622 7.927124 6.904284 NA 7.849541 12.032690 11.199100 8.653476 9.315479 5.894738 10.636253 8.821370 11.825043 9.372063 8.509566 8.169874 9.529604 6.349694 9.583315 8.653476 10.253577 9.380362 9.693991 8.583314 11.209230 8.693991 11.765437 9.107918 6.131054 6.256586 5.707246 10.011473 6.756197 7.499442 8.458220 11.015031 7.315479 8.724735 12.439807 9.841548 3.809126 10.577311 9.014782 0.349705 6.519621 2.934649 9.157050 6.303892 12.416121 9.007906 9.839543 11.157050 10.349695 9.431844 5.597624 9.574589 9.094529 8.578514 10.062222 4.256588 4.873257 5.559149 6.707247 10.372063 4.934658 11.175449 8.549367 9.678370 8.833511 3.349691 1.934667 10.799875 10.142485 11.246784 11.805022 10.944020 8.809127 8.800906 5.817301 8.892727 10.209230 9.360922 10.389985 5.934658 NA NA 9.283386 9.823401 9.391354 NA 12.117052 9.869331 8.630466 9.227961 10.025652 NA NA NA NA 14.259776 8.050135 9.268558 10.683968 NA 9.648903 8.366503 11.052733 8.478978 7.635097 9.571282 10.212332 9.057054 8.410391 10.767547 10.887884 8.805022 11.007013 7.607082 11.018580 1.349705 10.487967 5.775959 10.001303 9.800906 1.3905000 0.8327300 -0.0080338 3.1014000 -0.0067324 0.4563100 -0.0314360 2.7876000 0.9816000 -0.4947600 1.3924000 1.3905000 -1.0265000 0.8311600 -0.0549690 -0.4310600 -0.0629960 -0.0536200 -0.0874560 0.4670600 0.4035900 -0.5571800 -0.4853400 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8.942152 10.907159 10.529604 6.578513 5.104584 10.707247 5.349694 14.379241 11.815261 10.400904 14.424589 12.901403 9.111246 8.763323 9.241479 6.349694 11.576107 6.759085 14.361970 5.104584 8.676125 3.671622 6.671623 11.101239 9.481552 13.470095 11.934188 13.002540 9.845550 9.602360 9.250562 11.370675 8.865395 13.714103 12.792120 10.969915 15.325812 11.942619 NA 9.318362 11.532710 10.523372 8.653476 9.238438 10.592869 13.391867 8.821370 11.727968 8.410391 7.625819 7.733399 11.716564 13.235582 8.274508 2.934649 NA 12.034005 13.433507 12.153297 8.195185 11.063941 9.989940 11.821878 9.971747 11.160267 10.325543 5.964406 11.826441 7.232338 8.689545 5.303890 9.958874 0.349705 5.809126 12.011268 9.773861 11.334825 9.853521 1.934667 12.807076 7.687495 7.559148 8.978432 10.860459 6.157050 0.349705 6.689545 9.900442 7.207676 12.903564 4.256588 9.658034 8.698423 6.104582 10.206120 9.673875 9.338380 NA 11.228512 9.957025 5.707246 9.391354 4.256588 8.063940 4.597621 9.315479 7.844511 6.326974 9.358124 4.256588 10.011473 10.088243 10.144111 12.416121 9.501980 10.732319 10.062222 9.004331 8.442452 7.509566 9.000747 9.383118 NA 3.914077 4.597621 8.796778 8.835202 8.104583 3.157044 9.648903 6.519621 9.773861 TCGA-AL-3467 54 0 NA 2135 kidney NA t1b nx m0 female 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 2 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5333204 10.7289881 -0.2216232 9.7449376 9.1910019 7.6732497 8.0753486 NA 4.4788748 9.0592030 10.9960870 7.5986109 NA 11.7398946 5.2854355 8.0707537 8.3615148 7.2582127 10.0603622 10.1851687 9.2541655 10.0756064 3.4788683 -0.2216232 9.2036480 0.3633393 10.1337833 10.5029460 2.8658990 10.4486459 8.0192238 11.5833699 8.8391282 8.0707537 7.3406744 14.5421114 9.7413283 9.5906095 9.4909591 5.7091693 10.0684510 8.0381755 8.7812472 0.3633393 14.3132214 3.1003554 8.7269892 7.3330211 9.3282169 9.4114273 1.1003722 9.8132311 9.7456585 11.5478569 8.2193012 11.0190685 5.7442176 8.9538819 9.9878856 9.0452188 NA 9.3913007 5.1534730 10.6093435 7.9508597 -1.2216232 7.6176357 7.4437682 9.2531521 11.9326174 10.3615150 8.1941737 8.8418272 9.1664496 -0.2216232 9.4168680 9.7994121 9.5890039 10.3330210 10.7264344 7.4649329 11.7907687 9.0879086 13.8409844 1.5857798 1.7784189 9.7713706 7.6144824 8.8458667 10.8296412 0.3633393 3.5333142 3.2378696 13.4163589 8.1026130 10.8629084 3.7326274 9.9345153 8.6426182 9.9230905 0.7784609 8.5063528 5.1182808 11.7628507 10.1968120 12.1374583 11.2549253 8.6702158 3.6364158 10.5499217 2.8658990 4.1707503 9.2951171 7.3019945 10.0364092 0.7784609 8.7106470 11.6856985 10.1637553 12.8768756 10.3945215 6.8473719 10.5837730 7.5825635 10.3274323 14.6746937 4.9682567 11.6599286 9.4240907 7.0686353 8.0000192 8.4258906 13.1131245 10.4784384 8.5679660 9.2237783 11.1263303 9.1293714 10.1171685 9.1803784 8.0216063 2.5857798 10.6747646 10.6395192 0.7820730 8.2565144 10.7377097 10.9657843 10.2891963 11.1365339 11.6879503 10.7002732 6.0822129 10.1238374 8.3206322 6.6610755 7.4330679 0.7784609 8.3913007 7.0913148 13.2830650 9.0580429 9.2541655 10.1370834 9.9186230 9.1093491 2.2378696 10.8349547 8.6777890 8.4875161 11.3601035 4.7326274 3.6364158 3.1707423 NA 7.1138224 1.5857798 10.9833090 3.0263574 8.0216063 6.7305326 0.3633393 NA 11.5276732 10.6132983 12.3286980 11.6125081 11.8604149 5.5857858 10.9375877 6.6919207 11.6683164 12.0651344 10.7703083 14.5852839 2.8658990 1.3633954 1.1003722 10.2587175 8.3425819 9.9614472 1.1003722 13.4239781 14.2006941 12.0968338 5.0484019 10.3454376 NA -1.2216232 2.2378696 NA 14.3575419 9.0036396 9.3406746 11.6199966 NA 10.3267725 8.6127767 11.1899432 11.0375870 9.3291790 9.4535071 9.8928253 8.4926776 9.2812640 11.7987177 9.6838192 9.7362599 10.7002732 7.4366441 10.9822268 2.2378696 10.9157436 6.8612730 9.0269173 10.0114526 0.00083195 0.00000000 -0.00027724 -0.00207840 -0.00138580 -0.00124730 -0.00284970 0.00791750 0.00000000 -0.00304750 0.00083195 0.00083195 0.00000000 0.00000000 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00069303 -0.00207840 0.00305220 -0.00167030 0.00374650 0.00374650 -0.00284970 0.00152550 -0.00332430 0.00416320 0.00360760 0.00235810 0.00000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.0913152 7.2130605 7.8658953 6.9202326 NA 9.8104780 6.8552472 8.0329174 9.5089024 11.2649530 9.9577193 10.6560998 6.0072516 8.7209467 4.7091693 5.6487962 10.2104521 9.4240907 -0.2216232 7.8173514 1.3633954 NA 8.8007999 8.4437682 11.5031422 11.7549963 10.3348568 5.8118563 1.7784189 -0.2216232 2.5857798 9.8830310 8.8908716 9.4059662 NA -1.2216232 9.7749056 11.1856999 8.5825632 8.9332504 10.9383036 9.5490962 11.6274463 3.5333142 9.0405270 9.0969749 7.7091693 2.1003722 9.9262732 9.2882072 13.4706118 9.0764947 10.5829666 13.9028363 13.8711481 8.0638346 11.6474476 9.6808073 -0.2216232 10.1835737 -0.2216232 12.8825395 5.4649329 6.5532192 10.1104688 NA 8.8698677 9.2722876 12.0854907 10.7794885 13.8409844 9.4631808 10.8111667 3.9077175 9.2025984 9.9345153 11.2647645 12.1374583 13.0331656 13.0687391 11.5857871 NA 9.7692453 12.1164721 10.6905731 8.4258906 8.5565095 10.0375870 13.7849774 3.1003554 11.9460056 6.3253270 5.8658941 7.4150572 10.8817201 13.1964166 4.1003638 3.1707423 NA 11.5849818 11.6294004 12.2194246 8.0310974 11.6017994 11.2104521 13.6100858 11.7549963 11.1474842 11.0099534 5.4222868 4.4788748 5.3931416 9.1994451 1.7784189 9.9915364 5.5333204 7.6270552 13.0125408 8.9420819 12.0309498 10.9205392 3.5333142 14.3635708 6.3433439 6.6113229 8.0144942 10.0701785 3.6853235 -1.2216232 9.3243619 9.9539818 10.1104688 10.5655185 3.0263574 4.7326274 5.3019936 2.9483579 11.1054234 10.3000326 10.2255155 NA 12.3870336 10.2208574 0.3633393 8.8751473 5.8337149 9.1502088 7.1048618 10.3945215 9.4093090 6.4508582 8.2399116 2.2378696 10.6395192 11.0006234 10.6352468 13.2830650 9.7084302 10.5161020 11.3601035 10.0060482 7.5532192 9.2327315 9.8001062 9.8200913 NA 5.5466167 NA 6.7384341 9.7880369 10.2445087 1.9483392 10.3267725 8.7470990 10.5849818 TCGA-AL-3468 74 1 2331 NA kidney stage ii t2 nx m0 male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768687e-06 5.895622e-07 12.8571428571429 18.5714285714286 27.1428571428571 30 11.4285714285714 11.1979337 9.6091776 10.0950928 9.1826992 9.7828962 4.7625455 0.3031086 8.7742425 8.9433608 -0.6968914 1.1788740 4.9178279 8.3365387 5.9896159 6.7125064 10.9274544 11.2864658 7.9251675 12.3634741 10.1971758 12.1715527 14.5330065 11.1907173 11.0361312 6.7293801 7.5222841 8.0975318 9.7007905 6.0844746 0.3031086 4.2573124 9.6057549 10.9247099 9.9150628 3.3905851 0.8880711 8.6911332 9.0139222 8.4323991 8.1765601 5.3254836 9.8461477 10.0621719 10.9109085 6.1979342 8.6046122 4.7949668 10.5699025 9.8852579 8.1454660 8.0877508 0.8880711 8.0646673 9.2660118 10.0844756 7.4879911 0.3031086 10.9904523 4.4504195 8.8691700 8.1072469 5.5510422 11.0169320 8.7909561 9.4817807 9.4831245 6.2219795 4.3905783 9.5307319 0.3031086 12.1086583 10.6250440 5.9324723 4.7949668 10.4142516 11.7348747 11.0310364 9.4730409 6.7543277 15.2179215 9.5015610 7.9178256 10.2818263 4.4323983 9.4528631 7.8344976 11.0246424 NA 13.3919041 4.4960980 9.1086826 10.2257003 6.5792405 8.6091776 0.3031086 9.3852649 9.2732219 12.8366890 7.2689003 13.1652999 4.4730400 9.5270572 7.7501991 10.9786320 NA 8.3420351 13.4945607 12.3094420 8.4116402 1.3031086 7.3799311 10.7267571 8.9269975 10.4892301 7.9648942 8.6250440 8.9861105 9.5367356 NA 10.5295281 5.3905783 10.1665279 10.0671582 8.4655072 8.5628591 11.4590251 9.4116404 13.6350125 0.8880711 NA 10.5599143 9.5593245 8.8500105 10.3317127 NA 0.3031086 3.3905851 13.8321804 10.4426673 10.4947921 11.8541031 8.9379270 10.1023975 10.8524193 2.3031086 8.1296643 4.6606663 11.0717138 11.5599143 11.5644410 10.2580391 9.9370193 6.4426665 10.7939668 4.1104718 0.3031086 1.6250366 8.3337828 5.6068952 0.8880711 9.9790729 11.8180765 9.8672655 12.3882564 9.9187455 4.3905783 9.8852579 7.6997210 10.2641459 12.5362862 5.9324723 8.0173613 5.9896159 3.6954371 11.0654979 8.6429658 11.3413490 11.7180654 8.9913662 8.9134947 12.0883640 8.8089275 10.2189953 9.7156858 9.4515926 NA 7.1548647 10.6103167 1.8952638 9.3315745 9.5804033 10.9773082 8.7808740 10.2419604 10.6199631 10.7661293 2.3031086 10.7460594 9.4345357 0.3031086 6.9469718 NA 9.2219790 6.7543277 12.1495857 11.3492168 9.0361313 10.6154317 10.5873616 8.9666742 3.3905851 10.5484488 8.9122948 7.1979332 11.3174851 0.8880711 5.1104718 4.3031159 2.6250366 7.8538628 2.1104635 10.3324032 2.1104635 6.9541672 3.7625508 0.3031086 NA 11.6686182 10.5510435 12.2188086 10.6523971 11.6317908 9.1168970 9.5850459 7.0702412 8.0877508 10.0721272 9.1501733 10.0344349 7.0173619 2.3031086 NA 10.1478217 8.2746596 8.5699023 2.4730336 11.1849946 10.6814108 9.2368066 6.4354869 9.8852579 0.3031086 NA 1.3031086 2.8880711 13.2110393 7.9361108 9.1056322 11.4601470 NA 9.3945512 8.9375277 11.8897212 8.4604629 9.7969713 9.7717400 9.7999696 9.1391663 8.9631117 11.2692608 10.3529645 9.9861105 10.5652107 7.9324723 9.5780764 2.6250366 9.2946377 5.5510422 6.8109109 11.2988830 -0.0145970 0.0128680 0.8126900 -0.0051885 1.5989000 -0.0133300 0.7818700 0.7548100 0.2215300 -0.0082281 -0.0082281 -0.0145970 0.0128680 0.0056789 0.7915200 0.7915200 0.7915200 0.8126900 0.0159980 -0.0051885 -0.0191050 -0.0032518 -0.0076758 -0.0076758 0.7818700 -0.0082281 0.0132860 -0.0094703 0.7814800 -0.0480010 0.1688800 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.747 0.747 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.792 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.202 0.202 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.747 0.747 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.792 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.202 0.202 9.4181596 6.3143431 7.2219795 7.6697440 0.3031086 9.5663852 11.0039891 7.1721855 8.1200994 10.9886794 10.6289835 6.8577049 4.9755431 9.9684518 3.3031232 7.4375424 11.6805976 5.9896159 1.6250366 7.4064040 2.3031086 NA 8.1328385 8.4929403 11.1243597 10.9274544 10.6533866 7.1360057 1.8880711 -0.6968914 1.3031086 9.6216587 7.7209686 8.9469720 NA 4.6606663 9.7199134 10.3379149 8.8748686 10.9764250 8.6738034 9.7959705 10.8422747 4.0035573 9.6606679 9.4246494 6.7039949 2.8880711 8.6781554 5.2803959 13.0085323 10.4496846 9.6463016 13.3214900 12.7838947 7.6068967 6.1734813 10.4090244 6.0844746 10.5628592 2.4730336 12.7330456 5.1104718 10.4792891 2.3031086 -0.6968914 9.9342930 8.7251808 12.7930893 10.6835770 13.6350125 10.1080535 8.7460594 10.6551593 12.0013865 8.9379270 12.5551900 11.5644410 11.6773403 12.1562305 9.9532702 0.8880711 10.0746054 9.4388251 10.8941707 8.6429658 7.5319343 9.6943595 12.2654697 7.6997210 11.3087404 2.7625402 6.0975307 7.4477742 10.9118327 12.5477770 9.8227521 0.3031086 NA 10.0999667 12.4330428 11.1956436 7.1857585 11.2914456 11.3464850 12.1680758 10.9274544 10.1971758 11.1907173 4.3905783 10.4445845 3.8266807 9.0563326 3.3031232 10.0310363 6.1979342 8.1517391 12.5267919 10.0276297 10.8729715 10.1438939 0.8880711 14.7785327 6.7940064 7.4220572 8.1755136 10.7691924 6.4323983 -0.6968914 8.3143431 10.0318867 8.8861986 10.4194599 3.9469741 8.9825961 6.9030286 2.1104635 10.1964175 10.5325356 9.8796002 NA 11.6006054 9.5089091 NA 10.7589568 0.8880711 8.9324726 6.2100069 9.9187455 8.8728765 NA 10.0671582 1.3031086 10.6103167 11.2151669 9.9113707 12.1495857 10.9081324 11.1427134 11.3174851 10.6535026 6.4528623 8.0479495 9.2264435 10.4805355 NA -0.6968914 1.6250366 9.1994483 11.5937540 9.0646671 1.3031086 9.3945512 7.7949688 10.6792413 TCGA-AL-3471 74 1 1500 NA kidney stage i t1b nx m0 male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5707777 9.2605418 9.8288759 8.1508039 9.2011089 4.7326599 NA 8.8805567 9.5957787 NA NA 6.8171935 7.7388658 6.0645035 9.0320264 10.4483268 12.0033183 6.7694967 10.5880660 11.4958157 12.8170108 13.8821317 11.2707491 11.1285270 6.4292678 7.0446050 6.6295665 8.8718590 7.2755593 5.5185351 6.5751187 10.9528303 11.1355991 10.3655304 5.1966070 2.8746789 8.8142588 8.9541643 7.4671368 8.6428640 4.3341106 6.8859062 10.1391222 10.0718962 5.6025994 7.8171941 3.9621418 9.4857044 10.1308882 8.3422849 9.3483854 NA 6.2840699 9.0471070 10.2766257 8.0294976 3.3341106 10.5778564 3.2223409 8.8201234 8.1034982 3.8746789 10.4118979 8.1273449 9.2300305 9.6575139 5.6820339 5.1226065 8.8230468 NA 12.4447724 11.3620172 6.5185351 9.4502188 8.8054169 8.4138382 10.0694363 9.2904214 9.9975075 14.3101545 9.4857044 8.7511966 10.5742520 5.4292678 9.8970474 8.2840703 10.5212382 3.4596414 13.5098308 5.0969449 9.2993076 10.6253865 5.3009437 8.6228725 2.1966070 9.1484751 8.9380746 13.4728484 6.6948579 13.4003104 5.0841323 9.6005229 7.7994921 10.2956924 NA 8.5221378 13.1184486 11.8411850 8.6916633 2.1966070 7.2145299 10.2022322 9.9581589 10.6076948 7.5400156 6.5040356 8.5820388 9.2388141 NA 10.8091076 7.8519595 9.7710118 10.4369220 8.6658425 9.4273487 11.3894281 9.4273487 13.4209711 4.1966070 2.4596414 10.6511125 10.3968393 8.2798209 10.2872494 0.8746789 3.8746789 -0.1253211 13.4891593 9.3422852 11.2223009 10.3814829 8.7419584 10.2377192 11.5076747 0.8746789 8.7634229 5.3341106 11.3463547 11.3253753 12.4253902 9.9149693 9.5576741 5.8970468 10.6666564 7.4215743 4.3341106 5.3009437 9.1249779 8.9081026 NA 9.8845082 11.0962667 10.7913054 12.2527034 9.4948994 4.8583590 10.5355668 8.0889986 11.3522304 11.1738875 5.0446040 8.6428640 5.9832034 4.9190731 10.0645040 7.2925324 11.5306574 11.0938481 8.4820097 8.4138382 11.8651381 8.6625822 10.6345677 8.8142588 9.6804233 NA 7.9025855 10.9218035 3.8917108 8.7388658 9.3544599 11.0706669 8.4254262 9.9394223 11.4373989 10.1750321 3.0446040 9.7059867 9.2371495 3.7815695 7.4967316 4.3982409 8.0091058 6.4138378 11.7789378 10.3422851 9.3685351 10.6362307 10.8346814 8.8433464 1.4596414 10.4890121 9.0244266 8.3134713 11.0332892 2.6820339 5.0446040 4.7815695 0.8746789 8.0091058 3.9621418 10.0358114 3.0446040 5.8746789 6.2145290 4.6295665 NA 11.0433516 10.5550390 12.5589898 10.8803041 11.8753838 5.3982409 9.2256186 7.1564704 8.9674367 10.3289788 9.6278962 11.7819458 8.1367743 -0.1253211 NA 9.9647919 9.0320264 8.8914878 NA 11.0986812 10.4225380 9.6059985 6.4993660 9.5022134 NA NA 3.1966070 5.1600812 13.8733581 8.2453668 9.2883076 10.6494665 2.8746789 9.5906415 8.0344501 11.7174227 9.4596421 9.1898290 9.5751192 9.3685351 9.4002004 8.5716472 10.9541643 10.5707777 9.7186005 9.5940683 7.5471051 10.6228723 3.8746789 10.0420976 6.5751187 9.2475445 11.2840705 -0.00097017 0.86156000 0.90170000 -0.01807800 0.89527000 0.90815000 -0.02123500 0.91620000 0.28802000 -0.00097017 -0.00097017 -0.01019500 0.86156000 0.86156000 0.90170000 0.90170000 0.90170000 0.90170000 -0.00456950 -0.01958400 -0.01728300 0.93956000 -0.00498440 0.00053833 -0.02123500 -0.01684100 -0.00636680 -0.01187800 0.92006000 0.00000000 0.26891000 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.269 0.269 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.269 0.269 9.569908 6.334111 5.781570 8.342285 2.196607 8.983204 8.284070 6.596188 9.837576 11.304531 9.923166 6.044604 5.334111 9.160082 6.003962 7.956829 11.806894 5.983203 3.334111 8.921803 3.044604 3.196607 8.266997 9.493065 12.086215 10.448327 10.775011 6.141465 3.334111 NA NA 9.905347 8.612772 8.568167 2.682034 3.196607 9.7527304 10.2755590 9.0669723 10.3093077 8.4930649 8.8548192 10.7580865 5.1966070 9.6395511 10.1988601 7.2497193 0.8746789 7.6026001 7.2055968 12.7693078 11.2508049 10.1046999 13.7812883 12.9402639 7.8054169 8.9779673 9.2123013 4.0446040 10.3814829 5.1600812 12.8197575 8.1320673 6.2145290 1.4596414 NA 9.9897232 8.5435643 12.4421603 11.4638625 13.4209711 9.9740273 8.1554502 9.2967444 7.6093893 8.7419584 13.2293421 12.4253902 11.2200848 12.1525481 10.0974744 NA 11.0218844 9.8887000 10.3124316 7.2925324 8.2669968 9.8039380 12.2935863 4.9190731 11.6304017 6.6025994 7.7875689 8.0545886 11.1154709 13.8155437 7.7994921 NA 1.4596414 8.9326713 12.1112917 11.1546150 7.3504133 10.6511125 11.2327813 12.3775113 10.4483268 11.4958157 11.2707491 5.6295665 7.1034987 5.3341106 9.7740365 5.8519589 9.6788105 5.6025994 8.9380746 12.4005991 9.6980467 10.4577623 10.4985610 3.7815695 14.2485642 8.4985608 6.9621418 7.8302135 10.3903793 6.3665320 5.1600812 6.9621418 9.5346754 8.4177112 12.4645647 3.6820339 6.8970468 6.6560387 -0.1253211 9.9621424 10.4118979 10.1830186 NA 11.6436909 9.5203380 1.8746789 10.3765167 0.8746789 7.6362309 6.7075690 9.4948994 9.5828668 NA 9.8346815 NA 10.9218035 11.2043525 9.7542627 11.7789378 9.9923226 10.2508049 11.0332892 10.5031251 6.6025994 9.2883076 9.3745255 10.1094969 NA 3.9005964 NA 7.5611802 12.0922071 7.8346815 4.1966070 9.5906415 7.2755593 10.4186779 TCGA-AL-3472 57 0 NA 2029 kidney NA t2 n0 m0 male 2008 NA no NA kidney papillary renal cell carcinoma 8 1965 black or african american not hispanic or latino 4 3 1 NA 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.7659574468085 27.6595744680851 12.7659574468085 29.7872340425532 17.0212765957447 9.8255561 9.3204969 7.4004841 6.1707503 8.9458503 7.4041410 1.5857798 10.6663915 8.7826526 0.3633393 0.4199703 5.6113229 7.1359842 6.5399839 8.6580154 10.0672983 11.0012271 4.4222868 11.0325750 10.8035717 12.4311652 13.0115373 11.2247401 11.1243918 9.6845712 4.7784346 6.1878232 10.8455304 7.4473172 5.4222868 4.3633954 9.4631808 11.3195288 10.6352468 2.6853123 -0.2216232 8.3577482 9.7635626 9.4276883 8.5679660 4.9682567 9.5274635 9.4883776 10.0000193 6.8921748 8.2046968 5.6239224 9.7165415 9.9496091 8.7121229 9.1271604 2.5857798 9.0901804 9.8262378 10.2551784 7.5299763 1.1003722 11.1716564 1.3633954 8.9854466 7.8895678 5.2541669 9.9969954 8.6254897 8.7267995 9.4552709 4.7557101 6.8063382 8.8685445 3.4788683 11.0316888 11.9395641 4.8869549 9.9811682 8.0475357 13.8723036 9.1707496 9.3605741 9.8718498 14.4015421 9.2130605 8.2682800 9.2327315 5.7557128 10.0387637 8.7413281 10.9988106 4.8008016 13.1803117 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11.4542526 5.8869573 1.5857798 0.3633393 4.0263574 10.5324846 9.0730530 8.9420819 NA 5.9077151 9.1480296 10.2990509 9.6168484 10.7780799 9.0992329 8.9707251 10.1221731 0.3633393 9.9595844 8.8269190 6.4579127 5.3931416 8.7456585 5.5333204 12.0854907 11.5122949 9.4823359 14.2909875 13.0461699 6.0452180 7.7528469 9.4032277 6.9927514 10.7994121 5.0822129 13.5738124 7.7442163 7.3746222 2.1003722 1.3633954 9.2511231 8.3482878 12.9102088 11.3323014 13.9360949 9.1392794 7.7326287 11.8703634 6.8118550 5.6732511 11.8456985 11.4034561 11.8127153 12.0491655 10.0696030 0.3633393 10.2561905 9.8472105 9.8869567 7.0216063 7.9657843 10.0742012 12.3846060 7.1359842 11.2968395 6.4150572 6.7614262 8.6176361 10.3783450 12.8745708 8.4857915 2.4788683 NA 8.7106470 11.7130445 10.7647720 8.4240907 10.2260321 11.3286980 12.0706100 10.0672983 10.8035717 11.2247401 5.4926768 8.1249458 1.5857798 9.7642742 4.7091693 9.3746220 6.8921748 9.2561905 11.2702603 7.8035719 10.7921038 10.4745303 2.5857798 14.6407548 5.7976901 6.3019936 7.4904089 10.5374882 7.1793120 1.1003722 6.3406744 9.3473383 9.4710478 13.0654231 5.1707503 8.3949809 7.6641287 4.3931416 10.2218939 11.0638344 10.1496643 -1.2216232 12.2138420 9.5922133 3.5333142 9.8445214 5.0072493 6.3558602 6.8711894 9.0661446 9.7040682 3.8658990 9.5687808 -1.2216232 10.3029739 10.8384526 10.0879086 12.3545622 9.5898069 10.7351714 10.2249987 10.9768773 7.3098137 8.9038457 9.8187220 10.6694564 0.7784609 2.1003722 NA 7.4150572 12.0058947 8.0310974 NA 8.4473172 8.3098137 10.1348842 TCGA-AL-3473 55 0 NA 1906 kidney stage ii t2 n0 m0 male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 2 3 NA 1 3 4 6 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.40778866 16.18367439 6.96189068 10.87091873 5.90624124 11.57006028 -0.56939357 1.75244889 14.11944215 12.30740951 8.18372569 6.80554785 7.96383880 10.48883893 9.62156803 9.89556513 8.56621809 8.31467931 7.86930080 9.01453188 NA 9.55204251 8.77258346 9.43963768 10.60605842 9.15502286 8.47626867 12.01851140 9.22411216 13.36907774 1.75244889 1.23786960 10.55914771 10.16140351 9.70197194 9.16521856 NA 2.33739712 0.01549757 13.68391324 7.55463029 9.64239725 13.35369709 7.82067807 10.58120821 9.74565853 3.67843253 7.08156013 9.45009960 9.92186102 9.52128301 11.21288063 9.52854104 7.96966798 9.60356144 10.64239716 1.60041249 2.88994074 1.75244889 8.98797254 1.75244889 -0.56939357 10.03181546 13.68966368 10.22735975 10.36751479 8.59918090 2.13096381 9.30318369 8.30241411 8.50029417 11.53314082 6.20529671 8.03042161 8.47079876 4.39629652 9.90015072 7.69729566 10.78806094 10.91759525 11.24749250 9.92486445 12.46186550 9.24589231 9.84043019 9.74565853 10.53641741 2.51798112 5.98509735 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8.4707988 -1.5696077 7.2216722 4.6004363 0.4304994 9.7360007 6.6878963 10.9220038 9.5226053 11.6836665 8.4234471 -0.5693936 -0.5693936 1.2378696 10.8039178 7.1920600 9.1787017 -1.5696077 8.8206778 9.03876374 10.22695413 8.45841482 9.82175246 6.53903315 6.80988772 9.17534271 4.13094734 10.59006489 9.85257367 6.80119617 6.83138832 9.68671762 6.93035533 12.71251135 11.35939735 9.37522106 13.14700687 13.66573783 5.88172090 9.32077325 9.46530784 8.86305074 8.98125559 7.31925212 12.74374626 7.57261611 9.64786078 1.88994074 2.23786960 10.62156812 6.82711401 13.10332096 10.11306467 13.36907774 8.95993936 7.21514370 10.85493763 9.84572243 7.82067807 16.07625177 11.21288063 10.41777289 13.92592677 9.94719391 1.75244889 10.06304974 8.30549042 11.07931584 7.69729566 7.86722066 10.00178747 12.17197591 11.68125142 11.51880027 7.43050859 5.59038045 3.82282191 12.37512946 12.35874968 7.82711338 1.01549757 0.01549757 10.64786078 12.96012248 10.24453057 8.03968786 10.21145871 10.804462 11.612593 9.522605 10.270106 9.078867 7.946209 13.532731 5.117009 10.056218 5.430509 8.704304 6.325327 4.839899 12.125627 10.584061 11.015237 9.271287 2.600436 13.986925 8.120612 7.517972 8.856669 10.531828 9.468056 3.954075 7.827113 9.529199 6.986900 12.084585 7.627726 12.137760 8.744526 -1.569608 11.604498 10.730861 10.657523 1.600412 10.743392 8.882750 4.211869 10.522936 2.430499 8.607928 6.683174 8.599181 9.638554 4.102935 9.391959 2.600436 10.550098 10.413859 11.212074 12.316110 11.230398 11.584536 9.341901 11.094734 7.396293 6.337399 9.136141 9.012651 1.015498 NA NA 10.771472 12.326482 7.399175 4.237862 7.998465 8.015471 9.889428 TCGA-AL-7173 72 0 NA 2060 kidney stage iv t3 n2 m0 female 2008 NA no NA kidney papillary renal cell carcinoma 50 1958 white not hispanic or latino NA NA 1 5 1 7 4 9 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1338722 4.2744257 9.9846274 8.8016757 12.3327388 6.7261241 13.9337132 6.6299088 9.8252570 8.1953944 11.1823797 0.1870076 5.9148874 13.5817635 12.1520286 8.6257578 2.1869759 7.3618912 8.9683255 10.4775608 10.9817878 7.1813193 6.9418528 7.5133952 9.4384482 2.1869759 9.7202956 8.6443466 10.0371527 10.4804375 9.6215940 8.9385099 11.6512895 10.2644492 13.9702711 2.7719278 1.7719278 10.8122181 8.3618916 9.1455185 9.3706013 NA 1.9943263 NA 14.9447986 9.6818215 10.2664507 8.4012849 5.4348917 11.0776101 11.6005938 2.7719278 7.0757091 4.9683258 10.3290729 11.3023347 11.8294689 9.6121818 8.8487440 7.5312621 11.2289672 1.7719278 2.7719278 2.7719278 9.6474217 5.8874059 1.1869442 9.3878644 12.1997650 9.5543807 10.6189857 8.7006936 1.9943263 8.6069259 8.3188230 10.5160727 7.0135147 4.3162471 9.6236774 7.0449470 4.4348951 9.6037634 6.7183479 10.6927775 12.0989195 9.1671055 10.1728078 13.3837217 8.9131841 9.4337064 8.8787094 6.6299088 0.1870076 8.3890896 10.8389145 5.3474424 8.2584817 9.9250581 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7.4396314 3.5792888 7.5268161 8.9114798 7.7338600 12.8665559 3.0938644 10.2469863 9.5543807 5.3964198 9.5598310 11.8936777 10.2724384 -0.8129924 10.2849979 8.5685087 3.4348951 9.9351587 5.8734663 6.5088945 7.1869660 8.7006936 9.9272442 7.8839336 9.3718413 3.7105254 10.8389145 10.4543378 10.3681181 13.1785763 10.3537566 10.3039596 10.1642457 11.3370304 7.9046424 7.6868114 10.2994054 10.7511154 3.2744257 NA 1.1869442 9.2395339 11.6958303 7.0449470 2.5088850 7.4953050 7.9485173 9.4827348 TCGA-AL-A5DJ 54 1 1498 NA kidney stage iii t3a nx mx female 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 1 3 4 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5629979 11.7564312 8.0604976 7.1487247 7.7817813 9.0523512 7.7896438 8.9717140 8.8936155 9.9999445 10.2210050 7.9734408 8.7458619 11.5547979 9.9072303 13.3109027 3.4360019 NA 11.2939877 8.8071784 10.4284730 8.6148099 NA 5.8206717 0.8510394 14.1709515 12.0609037 10.7758567 -0.7338431 2.2660669 10.9600042 11.9751655 -0.7338431 7.7296058 8.9278597 9.9420388 10.9871809 11.2187938 9.4145582 8.4410074 4.8206691 11.5267073 3.2660819 7.6626862 3.8510394 9.1364465 8.2289779 NA 7.5375446 9.5044865 10.2681935 7.8807914 9.0292941 NA 8.6839343 8.8678526 9.7084758 2.4360019 7.9734408 8.1938594 6.8807920 2.7255230 8.3132055 6.5234694 9.4208998 11.3518861 8.7896435 10.7925810 13.8462225 9.4888767 8.3240734 10.1178307 7.7974631 1.2660969 7.0276329 9.8501046 3.3535491 8.4408326 9.9931513 10.3145686 10.1364465 10.4113771 12.0704144 11.0024836 4.8206691 10.6048181 8.6629005 5.7579353 10.1827077 NA 8.0766532 2.2660669 12.9844005 10.4645268 9.6923465 8.8807914 11.5644307 8.1425988 1.8510394 11.5204992 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6.485250 9.697579 9.432245 4.220276 10.921612 6.385022 13.332087 4.623633 7.528177 2.966523 3.172967 10.307741 7.130268 11.617297 9.342897 13.310903 7.475535 7.688147 11.073034 11.184200 2.266067 12.971066 11.218794 12.754801 13.386806 8.428473 2.266067 11.978394 5.909939 9.561851 6.523469 8.014274 11.308425 11.908359 8.263261 10.606488 6.020969 9.299505 6.485250 11.484645 11.449407 9.042515 4.436009 NA 11.066577 12.799898 10.663205 6.924294 8.441007 10.7539217 9.3388843 9.9260776 9.8613391 12.1300743 6.9525817 10.1586246 3.8510394 8.5422062 6.7172926 7.0142749 5.5698617 6.2547660 12.1418311 9.5398773 9.7027933 8.2115258 1.5879890 12.6404420 7.6224897 8.5675778 7.4360069 10.5681494 6.1729715 3.3535491 4.3104783 8.8678526 7.9135399 12.5537941 -0.7338431 9.9027063 6.9595685 -0.7338431 7.2939875 12.3714992 10.3428973 NA 9.9420388 7.4755348 5.0734347 8.7048737 -0.7338431 4.6923491 6.4755357 9.0292941 8.3237213 7.9837581 9.5445312 1.2660969 9.8501046 10.3294768 8.4804009 12.9844005 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7.73608325 3.72278295 9.66138620 11.18827746 8.26710736 11.12429828 16.14872130 10.12777049 8.78007646 8.85511982 7.73277050 1.77526129 9.83749296 9.80237015 10.33749647 7.07118667 10.19306439 12.55306710 -0.03209363 10.64675454 7.86271670 3.72278295 10.89196934 9.45272206 7.85664215 10.63598197 -0.03209363 4.99026511 11.25964541 2.55286887 11.61693074 10.94159655 8.56222372 4.32545118 10.55535326 10.97632776 11.42758690 9.77203013 10.59497703 14.34690516 9.53870363 7.86271670 9.36450393 5.03398675 8.40252735 7.49928065 10.42014035 5.70936508 12.31980459 2.93506366 6.60387110 8.62611055 8.55661373 9.61805342 4.01229155 9.50899586 8.26939555 10.50754264 7.74597611 14.56432480 7.17735276 10.96084101 9.38575177 13.54059938 -1.03209363 2.77526129 12.46487772 12.51708218 7.61895072 3.72278295 7.97071391 7.90158979 8.81338937 10.09137390 8.22528698 9.88974016 9.09589357 9.42630585 1.96790637 10.48359895 10.11828107 10.85016011 11.38785933 9.61175537 7.80394962 11.81514445 9.86044205 12.79255962 5.88676229 1.77526129 9.94589457 9.18100338 8.82432458 10.98714241 4.72278841 3.36020974 2.66834609 14.02479085 2.13783137 10.15710600 9.21938152 9.26825168 10.98887907 10.71651134 2.77526129 5.83826352 8.02318160 10.29713489 10.04204058 11.39776612 9.65702363 8.47569372 7.49146111 11.54320204 2.66834609 1.28983447 2.42733799 9.69241307 9.64825870 -0.03209363 9.19671793 11.93404406 9.34185191 8.22764241 9.48949958 1.28983447 9.17857049 7.87178082 7.99251240 13.80069030 6.49927986 7.20630427 7.88676229 3.05536921 13.61928726 9.21107305 9.38575177 10.73359966 11.05071350 10.33542854 13.70414252 9.43754091 9.76231509 11.08066446 7.06593092 8.86120077 8.09975597 11.15432295 12.76024311 11.50509087 8.10745040 10.22646518 3.05536921 10.41343140 10.72362127 11.10840945 4.21582612 11.28587697 7.91720080 3.87478713 5.05536053 -1.03209363 8.49732974 7.41910990 12.62756065 9.66312737 9.24750983 9.97071420 9.83903431 10.34348167 5.65439830 11.38736696 9.82510268 7.81964839 10.62967727 2.96790637 6.56035576 6.03398896 5.37576234 8.78807815 9.51162696 11.74474337 3.42732458 14.09502940 7.40311090 0.96790637 -0.03209363 10.54862880 10.78807815 10.71776860 10.81886733 10.31496678 12.26395499 8.04996832 6.45066691 9.24169482 10.69241299 9.96578428 8.75743268 3.87478713 0.96790637 NA 10.31607400 9.70006651 7.95089295 7.74268602 10.39101508 12.40643115 9.11383122 9.75814991 8.46375404 -1.03209363 NA NA 1.55286887 13.37164353 7.26251960 8.32104598 11.21553003 NA 8.57337869 9.60367159 11.63345714 5.56781313 9.76393884 11.65614948 10.07446209 8.35376171 9.01910808 11.67245129 11.26710719 9.50899586 11.74577086 7.31219502 7.88974001 6.00132262 8.36021677 3.21583388 7.21520972 11.23994568 -0.681090 -0.652260 0.067012 0.028547 0.072925 -0.715340 0.000000 -0.680820 -0.312430 -0.681090 -0.681090 -0.688750 -0.660780 -0.652260 0.067012 0.067012 0.067012 0.067012 0.063147 0.028547 -0.709220 -0.702940 -0.688840 -0.688840 0.000000 0.055439 -0.691650 0.067012 0.041100 -0.030750 -0.312430 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 -0.703 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 -0.703 -0.703 -0.689 -0.689 -0.312 -0.312 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 -0.703 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 -0.703 -0.703 -0.689 -0.689 -0.312 -0.312 9.53204865 7.95658409 9.03936160 7.49588460 -0.03209363 8.19431118 9.14905151 8.37839284 10.49732974 11.82450753 10.67741381 0.55286887 5.89863645 10.15834119 2.87479697 9.39311498 9.50608816 7.88676229 -1.03209363 5.23468525 3.05536921 NA 9.06724692 2.96790637 10.62575797 10.72653877 11.54539409 9.88452512 2.42733799 -1.03209363 1.28983447 10.12018395 7.66833900 8.75416865 NA 3.96789715 8.2739611 10.7549855 9.7541688 9.3254512 8.5224882 11.6789208 9.7219516 7.0122938 10.2104779 8.8196481 7.4025278 6.0231822 9.3044056 6.3254512 13.6007240 11.9890527 8.8642317 12.7629241 13.7393314 6.6543997 8.3472776 9.9902669 7.3121950 9.3342214 8.4211698 12.9479495 8.5031746 10.6565866 3.0553692 NA 12.6345670 7.7327705 12.4291228 7.6508938 12.7925596 9.1834322 8.4756937 11.3540311 8.7127330 9.2682517 12.1929559 11.3977661 11.1418885 13.3644371 10.4885178 0.5528689 10.7675855 8.7639387 11.9127942 9.2110731 6.8505419 9.8390343 12.6682305 8.6821445 11.1988202 5.0764223 7.3559166 8.6117552 12.4026577 11.6254409 6.3772904 -1.0320936 0.9679064 11.1154221 12.5178041 10.4512817 6.5224874 11.1632713 12.05966511 12.90692734 10.72653877 8.86876608 11.57453572 4.36021677 10.76434441 5.32545118 9.74186249 4.87479205 9.06724692 8.26710736 5.41084308 12.77704225 8.96930737 11.48778106 9.53300124 1.55286887 12.28884070 9.40031569 7.56781237 7.77203013 12.70620257 8.05801175 1.77526129 9.85740318 10.72111594 10.00338565 11.71273299 5.05536053 11.27053805 8.67353169 -0.03209363 9.46575107 11.36236183 10.03936147 0.55286887 10.13280610 8.92645197 4.32545118 10.17308145 4.32545118 9.33967589 6.48359976 9.48949958 9.16570547 3.55285658 9.31441285 6.89863645 11.15432295 11.68064109 9.34510958 12.62756065 11.84134329 12.89891362 10.62967727 9.70430104 6.74925938 5.13782318 9.12903104 8.37304044 -1.03209363 11.28518458 8.85664246 9.00955824 10.61604547 9.39311498 0.55286887 8.57337869 7.95658409 10.09331258 TCGA-AS-3778 35 0 NA 43 kidney stage i t1a nx m0 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 2 NA NA NA 3 8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7596079 10.1488425 10.3702085 8.3268249 9.5654502 8.2249066 3.4528853 5.7165986 8.8963630 -1.5014428 2.2134717 5.4873738 6.7607825 10.0049958 8.7887072 10.8960955 11.8244153 7.9312304 10.1825601 10.5071168 12.2241610 13.8649271 10.3343439 10.9885362 8.1023148 6.8296048 7.2502321 11.6572159 6.6785973 NA 8.6921398 9.4637510 10.2878143 10.2502323 3.8562388 0.8206487 8.1170737 9.5960621 10.8360314 9.6427092 5.8115712 7.8407628 9.8144040 10.6045968 6.8562400 10.6894389 3.6686184 10.3874315 10.9369603 8.2485576 8.1353127 3.1425441 11.5174101 9.9160133 10.1389332 8.0855282 1.0172093 10.4591138 1.5587574 9.4682617 8.4040754 0.8206487 10.2514870 9.7099681 8.6748614 9.1352676 1.0836559 6.2995890 9.7166460 3.5861522 10.8007559 11.3494611 9.4993925 5.1851886 11.1706627 12.2780998 10.2060474 8.6717657 9.6754848 16.4219403 9.4723856 8.5580326 10.9583760 5.0986006 9.5148000 7.7032592 11.5043128 7.5210562 12.6542180 2.2557122 8.7752547 10.8393729 11.0268982 8.3874315 1.8206079 10.2878143 7.8183604 12.0508770 7.6019758 15.1797615 9.7406714 10.3393836 8.9774580 10.8837418 NA 5.1991266 12.9509295 12.4159671 8.5980361 2.1991226 6.9662943 9.6503391 7.4615842 11.0417201 8.9405949 8.6773532 8.9985340 9.2922915 -0.5012385 9.7148278 8.3188672 9.8273632 10.4630292 9.1956557 8.5458120 11.6850053 10.1074051 12.0390585 2.3060289 1.3060289 10.1366715 9.7562234 8.7057025 9.7678150 -0.5012385 7.0948779 2.3060289 13.4310876 11.9422794 10.6689263 12.7191422 9.4220158 9.0808303 9.5927659 3.7840956 7.2197871 10.7400756 10.8090170 9.7418622 10.9331783 10.1483936 8.5701506 8.2468812 10.7299094 4.0532765 2.0836559 0.4986594 8.4175513 -0.5012385 1.3060289 8.6522402 13.1865013 9.5196681 11.3266263 9.4242427 3.1991226 10.1537716 7.9437034 10.2388358 10.4510655 8.2249066 8.9038297 8.7478016 5.8115712 9.6535063 8.6019761 11.4976312 11.1382551 13.2986781 9.0094524 11.8083067 8.9845176 10.6032870 9.5376073 9.9955420 0.4986594 7.9249532 10.7367943 9.9187907 8.7875542 9.9970389 11.2485577 9.4788279 10.4085813 11.4646529 11.0380894 6.2129331 9.4659145 8.6344488 4.2535733 7.4470551 -1.5014428 8.9249529 6.9374798 12.9575434 9.8385382 8.9498994 10.5175839 10.7335057 9.5821676 6.2865910 10.9148207 8.9985340 7.9333165 9.8704649 3.0222435 4.7840904 8.7214831 4.7180492 8.2569116 3.6686184 10.8121382 5.9985340 10.3203826 5.6053284 NA -0.5012385 10.8166661 10.5338310 11.3022140 11.0158655 11.8199117 9.4586902 9.3044321 6.1981562 11.2714152 11.1099437 9.7840905 11.3431979 -1.5014428 1.0836559 -0.5012385 10.0470286 8.7548969 9.4048271 0.4986594 13.4175049 14.3692938 11.3715555 7.4534081 9.7806183 NA -1.5014428 NA 3.0836559 14.5100247 8.2401216 9.6260377 12.1468211 NA 8.4205291 8.8265329 10.8312843 7.2435225 10.7350015 9.6579290 9.3798022 9.2129338 9.1675732 11.2015102 11.2056159 9.9945432 10.4521572 7.6661061 9.7388833 7.4557900 10.4153142 5.0375360 7.9206691 10.2747100 0.00763920 0.00819590 0.00930980 -0.00013862 -0.00523760 0.00638710 -0.01202500 0.01558700 -0.00373950 0.00763920 0.00763920 0.00763920 -0.00228250 0.00819590 -0.69938000 -0.67884000 -0.67884000 -0.67701000 0.00000000 -0.00235530 0.00722170 -0.01032900 0.00638710 0.00638710 0.00264200 0.00569190 -0.00705760 -0.00138580 -0.00041585 0.01084200 -0.00373950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8753563 6.8910060 9.4909184 7.2466798 2.0752245 9.3252366 7.8363105 9.7057697 9.1746454 11.3750805 9.9840145 -0.5012385 6.2602402 9.4759683 3.7081431 7.6253925 10.5444479 8.7478016 -0.5012385 6.6072134 3.4986849 0.0836559 8.9509294 8.2947278 10.9627822 10.8960955 10.6974126 7.3156722 1.9581374 NA 2.4986849 10.2112152 7.6176291 9.4235009 0.0836559 6.7794594 9.821743 10.691289 8.049435 11.008711 8.849627 7.276766 10.566459 4.802467 10.482038 9.530734 6.811571 7.475968 9.951444 6.580837 12.368186 9.977458 9.884011 13.003942 13.119298 6.741862 8.432379 9.979479 8.020289 9.274298 4.820618 13.183273 9.104168 9.381331 6.417552 1.958137 10.251487 8.657298 13.331479 9.971379 12.039058 9.654139 7.996540 11.306244 10.887244 9.422016 16.516758 10.933178 11.893955 13.151869 10.576839 1.958137 11.381904 10.824556 10.609172 8.601976 7.658559 9.951444 12.592601 9.920753 11.291678 5.756076 6.703260 7.079889 11.149067 12.427762 7.226609 -1.501443 NA 9.652240 12.545045 11.061090 6.886705 10.837146 11.8716893 12.4505193 10.8960955 10.5071168 10.3343439 6.4759685 9.4182964 6.0143888 8.9197012 6.0836516 9.8595354 6.8562400 6.9123157 12.5976817 8.5043129 11.1936990 10.1956558 2.1991226 13.8862344 7.9344416 6.0609315 8.3699314 9.7495788 9.7973237 3.0222435 9.7275070 10.0383318 7.9432474 11.0962753 6.2535752 10.8923469 10.5423991 -1.5014428 12.1744248 10.7223883 10.0503965 -0.5012385 11.6281323 9.6773530 1.6686184 9.6866588 7.9642548 8.8942224 8.6673603 9.4242427 9.1646636 1.9581374 8.8813122 6.2401559 10.7367943 10.4235008 10.6506562 12.9575434 10.4164333 11.1432206 9.8704649 11.2812770 7.6535065 5.6785987 9.9123162 10.1675732 1.3060289 8.3535879 -1.5014428 10.7794590 11.9944559 9.2569116 2.5861402 8.4205291 8.1479447 10.2223492 TCGA-AT-A5NU 77 0 NA 67 kidney stage i t1a nx mx male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699326e-06 5.20202e-07 10.9375 20.3125 17.1875 28.125 23.4375 9.30204459 9.91900050 7.19923358 5.63288763 9.99988165 5.28117522 NA 10.82375254 9.16666599 -2.06733405 2.30471546 6.48319343 3.01991537 6.32905182 8.86022538 10.56952498 12.27708999 6.79042800 11.86096571 10.43254232 12.35785995 13.53531579 11.99996573 11.23322887 7.31830961 6.89823133 6.45600936 10.45257484 5.57630445 4.48703608 4.68733509 10.83745819 11.22534411 10.95255919 4.81508864 2.01991537 8.02388296 9.34766101 8.64497421 9.69524465 5.15161532 10.32180974 9.95516195 9.57720485 8.84008898 8.33652441 4.90972511 10.72116568 10.31236714 8.49564360 8.76928677 1.10238939 9.05203706 9.87276090 10.62811066 7.17323839 3.20335779 11.48166767 2.32132204 8.50460768 9.32100290 4.14189868 11.28697220 9.09546797 9.03770124 9.35281810 3.95481049 4.95481514 9.68506219 2.25438240 11.41626309 10.76018701 8.93103767 8.91401462 8.92537849 12.98025288 9.80781278 8.18983493 7.91971132 15.17947547 9.24476317 8.95689448 10.57065694 5.25437484 9.22073672 7.90686174 10.62419084 3.32476741 13.46056563 5.34090403 9.78214954 9.28393867 7.02520491 8.37746217 -0.06748522 9.88227408 9.00323904 12.49188418 6.77165057 13.85385013 4.40818196 9.19404863 9.21031580 10.21118709 NA 8.53421805 12.67096186 12.54577637 9.10049257 -0.06748522 7.18274592 9.81699946 9.35608855 11.01708963 8.10737298 7.14190072 8.44913213 9.34077699 3.10237259 10.08441525 8.30639987 10.20915334 9.82915807 9.47160613 8.88008428 10.79287479 9.89714920 13.63610762 1.63287309 2.32475301 10.60243962 8.64840936 9.64023789 10.50396295 -0.48257312 4.61894925 3.35870570 12.58001818 11.19380771 10.64217736 7.29658222 7.91686593 9.49325784 11.50337030 2.79043843 9.10299845 4.50230514 10.84477535 12.27354914 12.21497183 10.11235636 9.20391029 6.68064083 11.46175584 5.79042800 2.83933482 5.61192777 9.02057304 8.02255979 -0.06748522 9.14311863 11.90030399 11.40627990 13.19637668 9.26839579 2.39187768 10.01359779 8.07071937 11.16513054 7.15161633 4.51740799 10.12196302 5.40005285 4.51740799 9.92290591 7.91828903 12.48253272 11.51647025 8.65525486 9.06751530 12.26399412 9.02784436 9.20507722 9.46382882 10.74462465 NA 8.57359607 10.18452132 2.30120717 8.79334807 10.06494710 10.93877339 9.28944949 10.63980646 11.40894039 10.64368405 3.25438240 9.84981947 9.13952270 3.83933482 8.86834909 2.10235579 8.10237259 6.27229759 11.62419084 11.18156078 9.29439100 10.11825200 11.32731191 8.94017556 -1.06763641 11.23432072 9.23850912 9.78575683 10.99920926 4.72686391 4.96587200 2.63289635 4.35871273 5.08219589 2.01991537 10.19483588 1.51742688 7.01990981 5.79601364 -2.06733405 0.93243919 11.70507118 10.50159091 11.57472469 10.84813998 11.99499946 4.93244864 9.53977764 6.90697715 9.35293394 10.24872884 9.71626405 11.86115074 8.71544555 -2.06733405 -1.06763641 10.49683501 8.54347230 8.56271447 NA 11.86724391 10.54830686 10.13027826 6.91461355 9.76058374 -1.06763641 -1.06763641 3.57630445 NA 14.81972745 7.40818111 8.80666014 11.01326488 -1.06763641 9.59955882 8.14637775 11.35766323 8.31830961 9.79469723 10.16606703 9.04553826 9.11422073 9.03507922 11.47426993 10.20128172 9.68858655 10.46772271 7.14676620 10.54807697 4.14189868 9.87825695 5.08878188 8.74244048 11.17992986 0.00000000 0.83117000 0.90412000 -0.00346270 0.88426000 -0.00912860 -0.02041200 0.83884000 0.28612000 -0.01761100 -0.01761100 0.00000000 0.83117000 0.82673000 0.88913000 0.88913000 0.88913000 0.88913000 0.00791750 -0.02003900 -0.00041585 -0.00912860 -0.02589300 -0.02589300 -0.02041200 -0.01752900 0.88366000 -0.01395300 1.70350000 -0.02630400 0.28612000 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 10.5169401 7.2588769 7.6603675 8.3472489 -1.0676364 9.4965968 10.0597968 7.2360228 10.5039629 11.4697919 11.0466777 0.9324392 5.9931422 9.6772811 4.9548151 5.4243007 10.8958853 5.4000529 0.5174269 8.2498601 2.4560176 -2.0673341 8.0897942 8.4579681 11.9236822 10.5695250 10.7328356 6.5618042 0.5174269 0.5174269 1.9324392 10.0099306 8.3063999 9.0018971 NA 5.0092621 8.9032721 10.4372663 9.9175777 9.8946203 9.0500905 9.1594614 10.8240412 1.3918777 10.4691802 9.9648374 6.5323606 5.5763044 8.8946204 7.5267723 12.9727799 10.6413156 9.8808145 13.6437648 12.6767556 5.9097275 8.4412324 9.5457763 5.6873351 10.6848279 4.8982325 13.5256925 7.2521195 9.3172310 2.7398049 -1.0676364 9.7597900 6.8895490 12.6325619 10.2820050 13.6361076 9.2828341 8.2475967 10.5487664 8.2498601 7.9168659 12.1682372 12.2149718 10.9848456 11.4538024 10.3228850 0.7397617 11.1888034 9.5220985 10.1780000 7.9182890 8.5942253 9.9631144 12.7042978 7.7381909 11.0386831 5.3161530 7.0513884 9.0265251 11.3669452 13.1216155 7.6688495 1.2543522 NA 9.4652903 12.4335381 10.8961905 7.6136856 10.6793815 11.65450768 11.91285469 10.56952498 10.43254232 11.99996573 4.35871273 7.96173444 2.93243919 9.12165421 4.32476741 9.66673352 8.84008898 9.66884918 12.33257561 8.67896169 10.60884518 9.54301074 2.73980491 14.79514521 7.16419697 6.44419992 7.46410134 10.57178800 7.04097131 3.39187768 8.73415580 9.66503882 9.12904933 10.90309251 4.61894925 8.69814797 7.46966542 0.73976171 7.92821456 10.93103774 9.83104877 -0.06748522 11.38301426 9.84533668 1.63287309 10.13793509 4.39187768 8.27341005 6.71052406 9.26839579 9.98449223 5.90399027 9.67980115 2.97684018 10.18452132 11.29726594 10.90972728 11.62419084 10.29958902 11.07247819 10.99920926 10.79914674 7.00122577 10.18511280 10.63851158 10.47087877 3.86318520 -0.48257312 -2.06733405 8.06173030 11.50085716 8.84683239 0.25435216 9.59955882 8.47160613 11.86733604 TCGA-B0-4688 46 1 101 NA kidney stage iv t4 n0 m1 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 1 3 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9406865 10.9181377 4.8027516 8.2844447 11.0621233 7.4221026 NA 8.1531000 9.0546700 NA 1.4846022 4.3877141 0.1397314 8.5349639 7.9663353 10.5875587 12.5060178 7.2996577 6.8402265 10.6630219 12.5868699 10.5520919 10.9156713 11.3948153 8.5306720 5.5771931 7.3459871 13.0681287 3.6841118 NA 10.8168838 11.0050045 10.3991377 9.3459871 4.5548221 5.6101065 9.7234963 9.5848015 10.6104456 9.8488705 9.8551768 5.5992196 10.0421618 11.8045302 9.6356418 8.8204394 1.1397969 9.3971745 11.8332737 8.9904946 7.1841811 4.2827437 11.3684050 10.2677810 10.7338002 6.8309487 0.5548344 11.0444941 NA 8.3788124 7.6343087 0.8767232 10.2561307 11.5131957 9.0234483 11.0274998 -0.4451656 4.3621823 10.0111786 7.5688446 13.1061119 7.0305579 10.9447244 7.9363670 10.9700087 11.6640019 11.4964221 10.2346825 7.4190104 15.4734196 9.0724936 8.7715700 10.3971746 5.6528564 9.5778855 8.0244660 11.5951140 10.8620251 13.3635873 3.5855996 7.9323169 6.0060354 7.7642778 9.5061090 4.6209148 9.7378392 10.1955211 11.9480806 8.4018817 13.6252785 11.3030171 9.9684204 10.4166865 11.1327250 -1.4453620 8.3541057 11.1894084 7.7446489 8.1397867 5.9035517 9.5491776 4.7045732 11.9352853 10.7551098 8.1823581 8.7297499 4.9977666 9.4788944 -0.4451656 10.4347903 8.7083763 10.6409604 9.5335347 11.4488841 8.5978514 12.8113823 9.8505932 12.9172475 5.7642771 NA 9.2878396 9.6284570 9.9842309 11.2697136 NA NA 2.3621893 13.4330189 4.0142571 11.6374723 1.7247376 9.1199262 9.1841808 10.1175436 4.1397887 6.0705246 11.4059876 11.0959208 10.8189736 11.0255263 10.8098528 9.1026828 7.9936161 10.4969721 10.1036461 9.2031818 -1.4453620 7.3492396 5.3230097 -1.4453620 9.3279635 12.0504295 4.6633503 5.3750047 10.2954482 3.0142482 10.3698071 7.3329012 9.2854556 -1.4453620 5.8309474 3.3621753 9.8157437 5.2091726 10.6998010 8.8991200 10.9575698 11.4705169 10.1007539 9.9918584 11.3775942 9.8488705 8.0546700 9.0376321 NA 9.2946049 8.7581722 10.5999012 7.5217912 8.0083418 10.5395986 11.1830419 0.1397314 10.7691433 13.2948684 11.1850914 1.1397969 10.8781605 8.1914487 8.2810426 8.7654956 1.7247376 10.8651530 7.8790048 12.2385864 9.3637883 10.2312221 10.3661989 8.3378226 9.8436903 3.0783878 11.5388812 9.5399546 8.3718080 10.9137501 5.0305568 5.4617152 9.8198532 5.6763577 2.6422857 3.6422857 10.9535679 1.3621613 11.3856385 8.0211049 -1.4453620 -0.4451656 11.3484275 10.6782990 11.1310723 10.4290372 11.6447712 7.7908385 8.7272517 6.3196956 9.5039213 12.4176553 9.8436903 10.7800317 1.1397969 -1.4453620 0.1397314 10.9137528 10.0157919 9.0783862 NA 13.9210781 12.5799638 10.3653959 9.2303137 7.1322529 -0.4451656 0.1397314 NA -1.4453620 11.9130633 8.5335345 10.9652756 12.1327250 NA 10.2009328 9.4096069 9.4833426 7.4034475 9.5249301 10.7896416 8.4420448 9.1869105 9.9920562 12.4177521 11.5101109 11.1869106 10.4367029 6.8169196 9.7292256 7.1695342 9.5119262 5.7191287 8.5167515 9.9620920 -0.0139210 0.0042079 0.0228650 -0.1668800 0.7051300 0.6111800 3.2108000 -0.0653130 0.0839200 -0.0663550 -0.0049844 -0.0275350 0.0042079 -0.0165670 0.3503900 -0.0207690 0.0000000 0.0000000 -0.1295300 0.0821880 -0.0113350 -0.6845100 0.9241100 -0.1266800 -0.6063200 0.0351000 0.6877500 0.6489100 -0.1084100 -0.0967040 -0.7002800 -0.667 -0.667 0.000 0.000 1.371 0.334 -0.674 0.586 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.498 0.000 0.000 0.522 0.000 0.000 0.000 0.000 0.242 -0.102 -0.103 -0.103 0.000 0.000 0.467 0.467 -0.073 0.611 -0.127 0.626 0.000 0.000 -0.667 -0.667 0.000 0.000 1.371 0.334 -0.674 0.586 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.498 0.000 0.000 0.522 0.000 0.000 0.000 0.000 0.242 -0.102 -0.103 -0.103 0.000 0.000 0.467 0.467 -0.073 0.611 -0.127 0.626 0.000 0.000 9.6905336 6.0626182 7.5061092 6.9019578 NA 6.9684525 13.5499730 10.0818075 10.6199037 11.5117285 10.3184515 5.5090212 7.2996577 9.0346045 7.2621484 6.9255117 11.2378188 9.8157437 1.1397969 7.5576391 4.8946723 1.8767625 9.3516749 8.2183821 10.0383126 10.5875587 11.5755959 8.9057634 NA -1.4453620 NA 9.1932602 7.2448224 10.3936342 -0.4451656 6.2759233 10.844555 9.917864 8.445089 9.482602 8.685395 7.887980 10.118021 8.291226 10.745883 9.476665 7.286143 4.532105 10.052177 10.108933 13.493990 10.392846 9.981613 13.144651 12.158335 7.026499 10.552357 11.983708 9.001907 10.152877 11.577539 12.484637 8.467714 2.014248 7.209460 7.352486 10.754190 8.337823 13.280616 9.264770 12.917248 7.788444 8.406573 6.739700 10.539243 9.119926 10.664328 11.025526 12.422006 13.091739 10.871671 4.014257 9.593057 9.239573 11.730218 8.899120 8.510474 9.922239 12.078999 9.728501 12.621922 7.590998 9.700120 2.014248 10.863163 12.250161 6.993617 NA NA 12.993161 12.734422 11.680862 7.425189 9.940687 12.3941264 12.4971554 10.5875587 10.6630219 10.9156713 6.8309487 10.6828185 8.0406536 8.6982074 3.3621753 11.0150241 9.6356418 1.1397969 12.6397007 10.8216107 11.5906543 10.3492401 1.7247376 12.5365699 9.5045197 9.6782991 7.6509598 10.2865675 9.5744149 2.9471425 9.0842548 11.3049031 9.9427069 11.5042862 5.9557034 10.9068676 10.6711682 2.2552590 10.9342026 10.9363672 10.4613391 0.1397314 9.5463460 8.4034471 5.4617152 10.1022008 4.7045732 9.2776317 2.2552590 10.2954482 9.8944962 5.0466788 6.5263678 7.6182196 10.5999012 11.3162175 10.1379069 12.2385864 10.2040804 10.4736875 10.9137501 11.2546135 10.2356232 7.8098530 9.7648867 10.4658417 NA 4.9298620 NA 9.6808834 8.6906490 10.3300230 -1.4453620 10.2009328 7.5321042 10.4328751 TCGA-B0-4690 65 1 43 NA kidney stage iv t4 n0 m1 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 0 0 0 100 8.8657583 11.0875750 9.5178351 9.2292238 10.5913960 9.5214940 7.0624272 9.1439306 9.4678892 -1.4254625 2.8907385 4.9321415 1.8965044 9.0503210 7.3851592 10.7913335 12.4488006 6.3294753 6.7495128 10.6186402 11.5979955 13.4088222 10.2654587 11.4317912 8.9354347 8.7693446 7.8201407 14.6572150 6.2819467 NA 9.2247240 10.5917441 9.9216553 9.3294753 6.1520171 0.8965431 9.5001422 9.2310126 12.1875713 9.1557882 8.9711926 10.0956974 10.6379828 11.6770556 3.0340220 11.7138193 6.3227808 10.4818539 11.1161684 9.4043105 7.3059067 4.0664423 12.7674199 10.2892625 10.1286968 7.4844806 NA 10.3323111 3.0431695 8.7205199 7.9882155 2.3819478 10.5244144 10.5650463 9.1865347 9.4898919 -0.4254625 7.0050406 10.0591841 3.3819478 11.9497629 9.1291766 8.8726503 5.8965165 12.8777520 11.9437761 11.6595621 9.3963616 10.3694097 15.4204330 9.3738694 8.5068022 9.5774028 4.9839786 9.8201403 7.6135066 12.0292726 9.2121182 13.2540678 2.9461507 8.7332354 7.6433663 10.0462629 9.0584034 1.7445056 9.2381458 9.9299388 11.9380381 8.1020649 14.9767007 8.3899711 12.0742829 8.4799746 14.2151998 -0.4254625 9.6487291 13.1231688 10.4897201 7.7294059 3.6620460 8.2973950 8.5185678 10.2125710 10.9507131 9.0893016 8.4480316 9.3963616 9.7192459 0.8965431 10.3168972 8.3608572 9.4317911 10.4484163 9.9706573 7.6831118 12.3893023 9.2084912 13.3931199 3.4814798 3.3819478 9.8931306 9.6059443 8.2819467 10.0779166 -0.4254625 3.5287838 1.1595646 14.1294463 5.2750257 11.1415931 4.7840433 10.0013765 8.3883691 9.6223932 4.7445110 6.1520171 10.6948255 11.1349205 9.4994003 11.4604709 10.7979861 9.3835518 9.5468495 10.7727257 5.3294753 5.9321391 0.1595000 7.7594628 4.0981500 -1.4254625 10.9169402 12.9186061 7.8737960 6.3160552 10.2179929 1.7445056 9.8651825 7.8437144 9.2544637 7.7569819 7.5141672 7.7294059 6.6831125 6.9582917 10.1534321 8.9626048 10.8562280 12.1187069 12.0015076 8.7967424 11.8644625 10.3464898 9.5738831 10.1846898 8.8998931 -1.4254625 8.2292236 9.9971781 5.8558228 8.5433551 8.7025821 11.6915814 5.5745890 10.0669416 12.7009695 11.5036611 4.9839786 11.1793726 8.9174291 5.4449519 8.8715039 NA 8.3883691 7.6620502 12.3598358 10.0345316 8.7876920 11.2456864 9.5475674 9.4426385 4.3294753 11.2483384 9.2256393 8.5518678 10.7696522 1.8965044 3.9321368 4.7243338 8.7165798 7.3592225 4.9144354 10.7631765 4.5745860 11.9620087 7.7677925 NA 1.1595646 10.7745667 10.2403678 11.3317693 11.1032860 10.9430942 9.2896918 9.3761425 6.7813086 10.6406769 11.2567045 9.7344590 10.9141594 -0.4254625 0.8965431 -1.4254625 10.2745939 9.1539036 9.4224281 8.1137463 13.3113596 12.1235300 11.2285523 7.0056257 10.6426942 2.2750369 1.3819478 1.1595646 6.3160552 13.6890621 8.8897373 9.3084503 11.5950468 NA 8.9144378 9.5647129 11.2381458 6.4263369 10.0432117 10.7532525 9.1975546 9.1993830 9.4927056 11.5803877 10.9789310 9.7224286 10.6497326 8.3722491 9.8086986 7.5830166 10.7566717 4.6620516 7.4677074 10.4949406 0.0496140 0.0149620 0.1118400 -0.0316320 0.6825400 0.0000000 0.1831300 0.0586520 0.0032931 -0.3639700 0.0294660 0.0468420 0.1169700 0.0149620 -0.1975000 -0.1975000 -0.1975000 -0.1975000 -0.1419400 -0.0275490 -0.2046100 -0.1527000 -0.2651600 -0.7661200 -0.5984700 -0.3552100 -0.1578400 -0.0809400 0.1252900 -0.1701800 0.0032931 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.215 -0.215 0.000 0.000 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.215 -0.215 0.000 0.000 10.0447381 6.1966405 9.3706273 6.5993952 -0.4254625 7.7742600 9.6883299 10.0823278 9.1301355 10.9709249 10.4773397 2.1595646 6.6189815 8.7668803 3.7840433 6.0092150 11.0352996 6.6831125 0.5746344 7.3979552 5.9669057 3.8599894 8.6987088 7.6271559 10.2975531 10.7913335 10.4965960 8.7166946 2.0340044 -1.4254625 -0.4254625 8.8553584 7.2784913 9.3907713 0.1595000 7.3328109 10.7038707 10.4407075 7.9474528 10.6729488 8.8355073 5.9321391 10.7876919 7.1856129 10.3831497 9.8880377 6.0008518 6.1520171 10.2301185 7.4541710 13.6142350 10.2089450 10.1975546 13.4056475 12.6897940 7.9924405 9.7619398 9.9304893 9.8783684 9.8669094 6.8919999 13.2276007 7.6540724 6.2112128 7.8153788 4.5287838 12.0400266 9.4082684 13.2251907 9.6534056 13.3931199 9.7538748 7.7268728 10.8869035 11.9230392 10.0013765 14.9152897 11.4604709 12.5688527 13.2033750 10.9141594 0.1595000 10.3955643 8.9066243 11.0086947 8.9626048 8.6189819 10.2866847 12.7167745 12.2474550 11.8914349 3.1595485 7.7294059 5.2888347 10.9528825 12.8937659 6.9924399 -0.4254625 -1.4254625 13.4334914 13.0416837 11.7414851 7.2039440 11.1113206 11.6212002 11.9701218 10.7913335 10.6186402 10.2654587 7.2075825 11.6218820 7.8829267 7.8760841 5.9924399 10.0794066 3.0340220 6.9839786 12.7401103 8.6752500 11.1320514 10.8100036 2.4814798 12.4091575 8.5721340 8.4694054 8.1443865 10.4251652 9.7350894 3.8225160 8.5872123 10.9274587 7.4844806 10.9520694 7.6162467 12.7135794 10.7825172 1.5745860 11.8746542 10.4379996 10.4161520 -0.4254625 10.2763273 9.5192997 3.7038759 10.6696550 6.5518682 8.7064446 6.0664401 10.2179929 9.1628621 6.6024940 8.2002964 5.0664423 9.9971781 10.9743997 11.1456292 12.3598358 9.9321397 10.2986752 10.7696522 10.9436397 7.9626051 7.3160543 9.3286401 9.9786648 1.8965044 1.1595646 1.5745860 11.4239928 10.1765580 9.6473902 2.0340044 8.9144378 8.1020649 9.9631432 TCGA-B0-4691 55 1 139 NA kidney stage iv t2 n0 m1 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 5 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8799661 10.5536293 9.1724275 8.0498485 3.7004397 10.5260101 10.6452081 10.4898480 7.5545889 1.0000000 9.9833856 1.3219281 10.2573878 8.0874628 2.5849625 10.3799198 9.4645458 8.5717526 9.5089238 3.3219281 6.4594316 9.8933015 7.8073549 11.7251532 11.1205619 9.2900188 4.6724253 9.2864885 12.9543781 11.3517674 10.3060617 9.7253663 15.1594772 9.1279943 8.2761244 9.1699250 4.8579810 9.3815430 7.9158794 12.1878160 8.9351650 12.5868398 0.5849625 9.2502629 10.0402897 9.6501542 9.3454052 1.0000000 9.9758480 8.7665289 12.4994722 7.0927571 15.8874035 8.3923174 11.8953216 8.0633951 11.8334831 -1.0000000 6.2761244 13.9381553 11.6156296 8.2644426 3.9068906 8.1848753 8.6635581 10.3415188 10.6786001 8.3196721 8.5698556 7.7108064 9.1331422 0.0000000 9.6101021 9.0967152 9.5783727 10.4173251 9.6429542 7.5660540 11.9616071 9.6492562 13.6181560 4.5235620 -1.0000000 10.2662009 9.4377521 9.7615512 9.4062050 1.3219281 4.7813597 2.5849625 14.5092492 4.1699250 10.7138161 13.9886403 7.6829946 10.5269882 10.6550834 4.5849625 7.0552824 10.1357093 10.3933905 10.8013042 11.3238992 9.8695938 8.7598882 7.8703647 11.0512089 5.9772799 5.0223678 2.5849625 9.9016212 3.9541963 0.0000000 10.7980667 13.3058480 9.0861362 10.4024792 8.8719052 2.3219281 9.8454901 8.5545889 9.1403569 7.2191685 7.1241213 9.2252074 7.2807708 6.0926514 9.3739527 7.5887146 11.4014129 11.6746337 10.9336907 10.2072157 12.8516515 9.3353904 9.6555307 10.0313566 9.9578276 2.0000000 6.8137812 10.6759570 6.1862628 8.5502081 9.4146852 11.1263818 9.0821490 9.8368394 11.8307133 11.2526654 6.5235620 11.2541428 9.3728324 5.1085245 9.1947569 NA 8.3014962 5.4594316 12.4686240 10.3292357 9.4104514 10.8726749 10.8149829 8.8703647 3.7548875 11.3763669 9.9255544 8.9188632 9.7706639 2.4594316 4.2854022 7.1241213 4.0874628 9.7185329 4.4918531 10.3782949 5.2479275 10.4410456 7.6459106 1.0000000 2.0000000 10.8517490 10.9487322 11.9108301 10.8021124 11.4900988 7.9512847 6.8931195 6.8631951 10.9822806 10.6307222 9.8384161 11.2520740 0.5849625 0.0000000 -1.0000000 9.9248125 10.0874628 8.8376279 8.1996723 13.2409404 11.7994840 10.6082548 7.5638445 10.4797803 -1.0000000 0.0000000 NA 0.5849625 13.9449865 6.2854022 8.8548684 11.3456824 -1.0000000 8.2691267 9.3140167 11.2452556 7.5468945 9.9128893 10.7603041 8.7364019 9.2934716 9.8392038 11.4338462 10.5521888 8.7632124 11.6006099 7.7039036 9.7109958 8.5391588 10.2324209 4.2361099 8.0176714 12.1279943 0.00925890 -0.00083160 -0.00535560 0.51350000 0.48889000 -0.01092200 -0.00462530 0.01084200 -0.01890200 -0.54754000 0.00925890 0.00925890 -0.00083160 -0.00083160 -0.53896000 -0.54149000 0.00388540 0.00388540 -0.00539920 0.00013863 -0.00027724 -0.10026000 -0.52910000 -1.02360000 -0.00462530 0.00180300 -0.51753000 -0.53571000 0.01070300 -0.00121560 -0.01890200 0.000 0.000 0.000 0.000 0.472 0.472 -0.518 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 0.000 -0.525 -0.525 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 -0.518 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 0.000 -0.525 -0.525 0.000 0.000 10.3060617 6.7210992 9.4747199 7.4423215 NA 9.6519486 11.7444134 10.7278652 9.1823944 11.9523008 10.2911707 2.3219281 6.0768156 10.5255208 2.3219281 8.3750394 10.9879745 7.2807708 0.0000000 7.4797803 4.8826430 2.4594316 9.3815430 6.4008794 10.5406366 10.2626821 11.0514639 7.7210992 2.9068906 0.0000000 1.3219281 10.6474584 7.9008668 9.0306671 0.5849625 7.8579810 9.6174675 9.6202198 9.0292872 10.0498485 7.5117527 4.4262648 9.6474584 4.4918531 10.6077926 9.9203529 6.9541963 8.1724275 9.6284455 7.3442959 12.5940913 11.3379006 9.6873757 13.6508835 13.0769826 6.2573878 9.3465137 9.9410476 8.4072678 9.4532706 6.2667865 13.4570602 7.9686668 7.0168083 5.9307373 2.8073549 10.1966021 7.3487282 13.3812049 10.0195907 13.6181560 9.1163440 6.9483672 11.6684418 10.8525295 7.6829946 16.2627739 11.3238992 11.0721326 13.8066000 10.3286749 0.5849625 11.1500646 8.4573809 10.6965329 7.5887146 7.9971795 10.7423094 12.3842441 10.8948178 11.2230967 6.2288187 7.3442959 3.4594316 11.1353887 12.3116064 7.1649069 -1.0000000 -1.0000000 9.6008421 12.5600940 11.0089153 7.4220648 10.5779008 10.993646 12.179287 10.262682 10.589651 9.721099 7.357552 11.861281 5.357552 9.122828 6.011227 9.314017 4.754888 7.636625 12.259886 9.452241 11.386671 9.400879 4.087463 13.275252 6.956986 7.285402 8.669665 10.683433 9.158610 3.321928 7.945444 9.619303 7.027906 12.105745 4.930737 11.774787 11.345682 2.459432 11.812177 11.434889 10.425740 2.169925 10.850187 8.815383 2.906891 9.856426 5.988685 7.744834 7.154818 8.871905 9.774919 8.142107 8.392317 4.857981 10.675957 10.520128 10.609179 12.468624 10.594325 10.744834 9.770664 11.548581 7.361944 6.247928 9.888743 10.253847 2.906891 2.321928 2.584963 10.477252 12.001320 8.136991 3.643856 8.269127 7.643856 10.192909 TCGA-B0-4693 72 1 77 NA kidney stage iii t3a n0 m0 female 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.53165e-06 8.670033e-07 7.07070707070707 20.2020202020202 15.1515151515152 27.2727272727273 30.3030303030303 8.6528683 9.8665691 8.4527091 6.8257055 10.1259468 8.9199955 7.6330599 4.8467240 9.1832570 NA 1.1613718 4.7294875 7.0711813 9.8401754 7.7693539 10.6301482 11.9534913 7.6884923 9.7059796 11.0126578 12.0004696 14.7472196 10.1574887 11.6017665 8.4028901 6.4028893 7.5649954 11.3322205 6.2552137 NA 7.5341060 8.9956298 10.1872243 9.8351273 3.6788607 1.4564908 9.0858277 9.3237499 10.7579673 9.6495858 5.1003259 6.0212554 10.1712890 10.6504071 6.1003280 11.1420959 4.7783978 10.2675782 11.1752894 8.0364154 8.0439361 1.8715283 11.0897691 10.1353647 10.7291009 7.8372930 2.5719437 10.5465835 3.0549874 9.0212557 7.9186325 -1.1284717 10.0458102 9.3452143 8.4318415 9.4001776 1.4564908 6.3391142 9.3227198 -1.1284717 11.2364640 10.4648998 10.6499965 4.3950697 11.5990484 12.7472580 10.7380148 9.0326406 9.5359559 16.3350569 9.3227198 8.4788388 9.8924886 4.9589726 9.6138180 7.0313798 10.0078590 5.6396923 12.0215732 1.6788832 7.9100712 9.6667365 10.7526226 8.7738836 1.4564908 9.5492283 8.3553242 12.2274103 7.8169523 15.2298265 9.1545969 10.4222362 7.0563841 11.2071781 -1.1284717 3.5719437 12.6285860 12.1697144 7.9429707 3.5719437 8.0979210 9.0809619 7.2977738 11.4718862 9.5509888 8.6900909 8.8066737 9.1453043 NA 10.8640930 8.3713546 9.9995030 10.9291619 9.1923091 7.9747966 12.1616038 9.4963042 12.6655183 2.3309312 4.6788663 9.7663263 9.3999627 8.5580093 10.0364156 NA 6.0212554 3.9159033 13.9863083 11.3793033 10.5131088 12.4708404 9.6180229 7.9483240 9.0576227 3.7783978 6.9267905 10.8213354 11.1435552 10.0973186 11.5959073 10.4351815 8.5117534 8.4695612 10.7091366 4.0414357 -0.1284717 3.1194392 8.0760796 -0.1284717 1.1934564 9.2454612 13.3130912 9.2977733 10.6683594 9.6330599 3.7750295 10.4690957 7.5368448 9.4037867 6.8257055 6.9536575 8.8459231 5.4260970 6.1661289 10.2421960 9.1545969 11.7069670 10.6720041 12.5913252 8.3773203 11.5072268 8.9774170 11.1629672 8.8459231 9.7130730 NA 7.6626712 11.2795729 9.5052759 9.0565079 9.5606330 11.7103186 9.8103531 10.3149703 11.4574101 10.9593029 4.9800344 9.5180673 7.7698378 4.4260970 6.7043989 NA 8.7903720 7.3753340 12.6250388 9.8015066 8.7678411 10.3263220 9.8658621 9.5403937 7.5368448 10.5766831 8.9416296 7.5788678 10.0168040 0.8715283 3.8257042 4.2638232 2.1934248 8.6146602 4.1934406 11.1641178 6.5225596 9.7403313 6.5590589 -0.1284717 NA 10.9213572 10.3628607 11.3668640 11.2702523 11.0389267 8.7510918 9.2312142 5.9726972 11.8412549 11.2988215 10.0520394 11.2856653 -1.1284717 1.1934564 -1.1284717 10.0445611 8.8644471 9.7162143 3.4564776 13.7173907 13.8495040 11.3950706 7.6612052 9.9274688 0.4564908 -1.1284717 -0.1284717 NA 14.3907763 8.4862184 9.3673636 11.4880575 NA 8.5891852 9.2821189 10.9439763 7.2508867 9.7240382 9.1476331 9.5597589 8.3733459 8.9878526 11.6222156 11.0997261 9.8459233 10.8686881 7.4602232 9.5910942 7.8198757 10.2416511 4.6749916 8.0981858 9.5805925 0.00430330 -0.00284600 0.00000000 0.43361000 -0.01298800 0.00277570 -0.00373830 -0.00041469 0.01461000 0.00430330 0.00430330 0.00430330 -0.00284600 -0.00284600 -0.46887000 -0.46887000 -0.46887000 -0.47828000 -0.00392730 -0.00595100 0.00069442 -0.00124610 -0.00229660 0.00866420 -0.00700570 0.00111050 -0.00539810 -0.00110760 0.00095484 -0.00622750 0.01461000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.469 -0.469 0.000 0.000 0.000 0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.469 -0.469 0.000 0.000 0.000 0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0059349 6.6659242 9.8380140 6.2638269 NA 8.5081331 6.7602516 9.9204450 9.7731298 11.2949003 10.1707166 -0.1284717 5.1003259 9.1336033 4.6457708 7.4898945 11.0818756 5.4260970 -0.1284717 6.5649954 5.1382943 0.4564908 9.0301184 6.1194371 10.7954191 10.6301482 10.6779253 8.2595258 0.8715283 -1.1284717 1.4564908 9.8162206 8.3309402 9.4232168 -1.1284717 6.9589714 10.2018654 10.5341770 7.7843980 10.2691833 8.6247253 7.6363803 10.6351359 4.0809646 9.9335548 9.4203306 5.9695396 7.0514178 10.2589875 7.2508867 13.2177453 10.4337511 10.4004510 13.5771410 13.0594792 8.1659687 8.9734844 9.4212934 7.7201314 9.5359559 7.1382954 13.0179182 8.3553242 9.8827358 4.8938767 1.1934564 10.3128967 9.1968141 13.7375801 10.3487609 12.6655183 9.0059349 8.1382954 11.6007045 11.6450600 9.6180229 16.5570719 11.5959073 11.4818414 13.4884020 10.9342294 1.1934564 10.7345333 11.0949070 10.1804164 9.1545969 7.9616210 9.9728278 12.9891517 11.0858277 11.6311867 1.8715283 5.2638269 6.1752891 11.2274102 12.5292737 6.2119817 -0.1284717 NA 10.8512910 12.7392700 11.1600402 7.3673641 11.0354727 11.615291 12.792234 10.630148 11.012658 10.157489 7.497217 11.255483 5.937599 8.791862 6.237831 10.102130 6.100328 7.682080 12.795283 8.529720 11.858773 10.702816 1.871528 14.288669 6.566946 6.229061 9.498331 10.212471 9.815488 4.486219 9.324779 10.293048 8.083397 11.045186 6.255214 12.177000 9.805199 NA 11.447521 10.397519 10.418403 1.193456 11.429690 10.076080 4.080965 10.008500 6.156910 9.392127 8.188921 9.633060 9.346411 7.934904 8.965586 5.061331 11.279573 10.330940 10.997890 12.625039 10.463498 11.459052 10.016804 10.878886 7.066266 5.665924 9.428972 9.279838 -1.128472 5.678863 1.456491 11.320915 11.607103 9.736469 4.456471 8.589185 7.691688 9.922718 TCGA-B0-4694 72 1 106 NA kidney stage iii t3b nx m0 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699326e-06 9.016834e-07 6.57894736842105 19.7368421052632 23.6842105263158 30.2631578947368 19.7368421052632 8.1767536 10.6480595 10.2082719 7.7349934 9.9102053 9.0412808 5.0911370 8.6842700 8.3877541 NA 3.5671195 4.1822871 4.8895027 8.5954809 6.1067336 10.6955693 12.7808312 7.8390381 10.5895960 9.9769660 11.6642902 14.6583081 10.1101233 10.7521405 9.4585992 6.6390368 7.0063665 14.5189736 6.3090415 NA 7.6958275 9.6316442 9.8866826 9.8390381 4.5217732 0.8894735 11.9810707 9.8838566 12.1785998 9.6215008 6.1969316 10.5763538 9.7617163 10.9453278 7.8226033 12.5146640 7.2540753 10.1960205 10.5423481 8.5304711 6.8249626 5.2680151 12.0481128 10.4964634 10.2382313 7.2886742 3.6271866 10.8223999 1.1928254 9.1250386 7.6309704 0.1525079 10.4853201 9.5239512 8.6774057 9.5691170 1.3749560 7.8713558 9.7533425 5.5562608 10.4834544 9.9854276 9.5562596 5.2818206 11.4933260 12.0389962 10.7170046 9.3619909 10.0832748 16.3827769 9.4417880 7.7274461 11.4423643 4.7173200 8.7647917 7.0950520 12.0325036 8.3554775 12.3812560 1.6968396 8.3614872 8.7987961 9.7418766 9.3191191 2.0270125 9.0341612 9.3282950 11.8557202 7.3941231 15.4474960 8.9812031 10.7603856 9.1364811 12.1141078 NA 5.5899432 13.7078456 11.7615623 7.7770284 9.3182820 8.4363976 8.5801994 9.3398896 9.4114962 8.2662796 8.1804433 8.6390375 9.5261277 4.7574020 9.8343615 8.3140892 9.9096497 9.8832907 9.5717955 7.9382623 12.2008178 9.5739011 12.6873267 4.6760981 2.5675698 10.5319159 10.0001326 8.2470550 9.7077657 NA 4.1525404 2.2680151 13.8152430 8.2222109 9.8838566 12.1416954 9.0999308 10.1712013 10.2895287 4.6760981 6.0753700 10.7573996 10.5188598 9.9168562 11.1164282 9.8460245 8.2060112 10.5871657 10.8710704 5.5100884 4.5217732 3.4255533 9.0554150 4.4004628 -0.4324546 9.7293368 12.8875999 9.2723433 9.0493746 9.1841238 3.1525404 9.4722097 7.8598969 9.5598195 11.7535345 7.7672476 8.8331899 9.2843945 5.9074243 10.7981960 8.5885550 10.8801744 12.1607327 11.5521715 9.3571086 12.3574143 9.1665580 9.9322568 10.0614305 9.4216643 3.8529776 7.8781877 10.8866826 9.0644388 9.2824215 9.1298175 11.5275769 8.0832751 10.1383795 12.0176264 11.0190437 5.0911370 10.6480595 8.4494842 5.4004662 7.7939869 NA 8.2417673 6.7173227 12.7214437 10.8906298 9.0094818 11.0323760 10.2976205 9.4547957 4.6968563 11.0308286 9.3909423 8.0001167 9.8267298 2.2680151 4.6760981 7.7122333 8.2149437 9.0433084 2.5675698 10.8847050 5.2400013 10.6467265 6.4440922 NA 0.5675454 10.6920195 10.2457350 10.9229261 10.9398960 10.6204827 9.1618995 8.7780393 6.4454420 9.9501991 10.8733518 9.8872471 9.9366270 -1.4324546 -0.4324546 NA 9.9245771 9.4525087 8.7647917 8.5633423 11.9528982 13.6584318 11.1233624 8.0075515 9.7709230 -1.4324546 1.8895125 -1.4324546 0.5675454 13.7909357 7.7598675 8.5217712 11.4340812 -1.4324546 8.0270064 9.1901027 10.8925994 4.6760981 11.0945632 10.1548838 9.2346867 9.2123327 9.5261277 11.1035793 11.4059911 9.6884608 11.0979813 8.0694122 9.1909992 9.9090938 10.4356259 3.4200781 6.1003596 10.7000747 0.00166420 0.00097064 0.01167900 -0.01230000 0.20152000 0.00903120 -0.00152430 -0.01037000 -0.05940400 -0.08388900 -0.08388900 0.00166420 0.00097064 0.00097064 -0.38972000 -0.38972000 -0.38917000 -0.38917000 0.00335080 0.00305220 -0.39196000 0.00221930 -0.12369000 -0.12369000 -0.40041000 -0.09155200 -0.00221680 -0.10867000 -0.00346270 -0.40230000 -0.06262900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 0.000 0.000 0.000 -0.396 -0.396 0.202 0.202 0.000 0.000 -0.124 -0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 0.000 0.000 0.000 -0.396 -0.396 0.202 0.202 0.000 0.000 -0.124 -0.124 0.000 0.000 9.6092342 6.2540762 9.1868779 6.7154418 -0.8569985 9.1421686 10.7873485 10.3190605 9.6891085 11.5908338 10.4517455 0.1525079 6.1674884 8.8838566 7.5231957 8.4654203 10.3423621 9.2843945 NA 6.0753700 4.6760981 1.7375137 9.3307874 6.7324822 10.2776797 10.6955693 11.2067280 8.4004649 0.8894735 NA 0.1525079 10.1595647 6.9118713 9.2645425 0.8894735 7.9273246 9.7431246 10.1553526 8.0832751 9.9641798 8.2835371 8.5815957 10.1207243 4.6119691 10.2792420 9.6146990 6.7721456 6.8759140 10.0569212 6.7474841 13.2951233 11.2963459 10.0208457 12.7057668 12.6046930 7.2150330 9.0644289 10.1450038 9.6975019 9.1478335 7.2818206 13.2451846 8.0331416 9.2628033 6.8202402 0.5675454 11.6265814 8.5633423 12.7945892 8.6174238 12.6873267 8.3324466 7.9577440 11.3178633 9.9636446 9.0999308 15.5337875 11.1164282 11.5583881 13.3901956 10.3526187 2.2680151 11.1891691 8.7987961 11.5747775 8.5885550 7.1600317 9.9641798 12.5864706 11.7479504 11.6058082 4.8529776 5.6550369 6.0832751 11.8940045 12.0022033 8.8023926 NA NA 10.7712289 13.1661510 10.7175729 6.6443913 10.7029637 11.4608766 11.9183761 10.6955693 9.9769660 10.1101233 7.6968584 11.6889467 5.3489335 9.2732074 6.3357601 9.8917556 7.8226033 8.0634301 12.4649412 8.7058470 11.4473497 9.9679208 0.1525079 12.9223754 6.8093681 6.1969316 7.9021610 10.9171327 9.8861178 6.0105180 8.2400004 9.9969817 7.7939869 11.8240786 8.4804643 13.1165173 10.8008951 0.1525079 11.8273183 10.4585992 10.4748413 -1.4324546 9.7963937 9.0433084 3.9598907 10.7888601 8.6968580 8.9620377 7.0674204 9.1841238 9.5476860 7.5760036 8.9631091 4.1525404 10.8866826 10.3753324 10.9018483 12.7214437 11.1064914 11.4379398 9.8267298 10.7182743 7.9491182 6.3813561 8.9938399 8.8962500 3.5217669 4.5448563 NA 10.3153484 11.0399460 8.4532715 2.7374921 8.0270064 8.0270064 9.7987963 TCGA-B0-4696 58 1 866 NA kidney stage iii t3a n0 m0 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 3 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.94867560 10.15990753 6.88127673 10.10858875 11.49982138 5.12324819 -0.96409462 6.28504150 9.33842508 0.03576465 1.38061864 5.81714484 1.35772090 9.02589007 8.66514295 11.53089174 12.08597499 6.81714612 4.39334069 9.97756743 13.81612093 11.90802244 11.01949239 10.85476773 11.46257512 6.43666491 7.01877992 13.05589806 3.42810218 NA 5.39333725 11.23484503 10.73144955 10.02943232 7.85596541 1.03576465 8.76030013 10.10389270 11.79671402 8.78230044 10.40374693 -0.96409462 10.07195985 11.69711896 10.66468736 6.97242385 3.94267401 10.70201022 10.69086970 8.65049604 8.33499412 3.03578225 10.18805209 11.04701346 10.04351430 6.81714612 2.62075061 11.37885253 -0.96409462 8.89532110 9.44305397 0.03576465 10.16442503 10.58460817 9.36558253 9.96395668 NA 5.12324819 10.89205612 2.35772090 10.37452255 8.81878443 10.83506784 5.51151864 7.56716741 11.08631512 10.54010866 9.76285572 9.30140131 15.42929399 9.01163428 9.29788104 4.76370901 5.69399704 9.62824320 7.66149523 10.00373293 9.71526638 10.81755571 3.82812379 7.90790674 3.12325233 7.37563637 9.64496502 0.03576465 9.05537708 11.10724860 12.30899904 7.80397028 13.36892969 11.75517505 8.51564741 9.81714596 11.68009320 NA 10.97976614 10.14822577 8.41949044 8.51354444 -0.96409462 8.64126567 4.52763964 11.51126635 12.87361123 10.30491289 10.08222823 8.37563637 9.54159770 1.03576465 10.15148023 9.29435217 10.28489973 9.92681041 9.46309906 8.61321522 12.17985331 9.42272645 11.37897193 9.52563415 -0.96409462 10.39773003 8.20821387 9.58171598 10.96096978 NA 3.55934497 3.67963773 13.33706806 3.12325233 12.03172997 0.03576465 6.88127673 9.49521786 9.55345555 4.81714740 7.05815412 4.35771386 10.71086118 10.29435229 10.44123083 11.11326957 9.56228555 7.29317365 11.61745759 2.49520907 5.01306468 2.62075061 7.22066176 7.14431053 -0.96409462 8.06369222 10.62964413 6.51960166 1.84313968 9.98779934 3.20570529 9.10590720 7.24523989 9.86067343 NA 4.55935109 2.49520907 8.07744544 1.83074209 9.73275371 9.24035727 10.69845456 11.57300460 9.80892541 9.64385619 11.33155514 9.09377803 0.62077407 7.41949086 0.62077407 0.03576465 8.50135276 11.19092068 5.40106040 8.95171047 11.53538299 10.15731977 0.03576465 11.01842338 12.52989177 10.54308539 2.03579984 11.06920921 8.35834527 5.47872918 9.60088838 NA 8.94267695 8.05259468 12.47561709 8.96356429 8.97683388 10.25858111 8.06645359 10.39333822 5.51151864 11.00084895 9.84956742 8.12589851 10.80148672 0.62077407 4.79067301 2.20570529 10.09238334 3.42810218 1.62072715 10.30140131 4.20571311 11.18299117 7.55195891 -0.96409462 1.35772090 10.71790300 10.68459321 11.20037892 10.88401792 11.82837318 8.51354444 4.24523704 5.71540745 7.83668601 11.43613201 9.60469240 8.88127612 3.03578225 NA 0.62077407 10.37619269 10.13972963 8.82694914 4.08018010 14.41705877 10.68997465 6.30257313 6.21181044 8.66696318 NA 4.24523704 NA NA 12.73090575 9.03013961 9.77472283 11.46440811 -0.96409462 9.66058159 8.85056098 10.94942368 7.13381831 11.31771627 10.90229242 8.64311662 9.41299677 10.48648200 11.61910410 11.31655698 10.32868300 10.06714283 7.59037521 9.52303339 10.40210840 10.55640489 5.29034330 10.27442382 10.22931153 -0.3063900 -0.4636600 0.6688200 0.0855100 0.4938900 0.0223170 -0.7436000 -0.0250720 0.1124200 -0.0546900 0.1089100 -0.3267000 -0.4825000 -1.2051000 -0.2817200 -0.2693600 -0.2604700 -0.2604700 0.4127900 -0.0250720 -0.6833400 -0.0024938 0.2103900 -0.2374100 -0.3103800 -0.2819200 -0.3214700 0.9709300 -0.0869160 -0.7873200 -0.7485500 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.321 0.971 0.000 -0.341 0.000 0.908 0.000 0.000 0.000 -0.725 0.000 0.000 -0.306 0.000 0.000 1.258 0.000 0.000 -0.464 -0.227 -0.227 0.440 0.440 0.131 0.000 -0.683 -0.683 0.407 0.407 -0.729 0.000 0.000 0.000 -0.675 -0.675 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.321 0.971 0.000 -0.341 0.000 0.908 0.000 0.000 0.000 -0.725 0.000 0.000 -0.306 0.000 0.000 1.258 0.000 0.000 -0.464 -0.227 -0.227 0.440 0.440 0.131 0.000 -0.683 -0.683 0.407 0.407 -0.729 0.000 0.000 0.000 -0.675 -0.675 9.41082570 6.65049604 7.63569926 7.17738266 NA 7.32118852 11.45152801 9.48831576 7.70821138 11.71994748 10.27717358 NA 7.86233484 8.82857637 3.94267401 4.12325233 10.83142007 8.07744544 1.62072715 6.78397910 2.20570529 NA 9.64126567 8.14952816 10.62178623 11.53089174 11.29547359 8.99723595 0.03576465 -0.96409462 NA 9.68144470 6.81714612 8.94417880 NA 6.47041485 8.64681105 10.65738027 9.41624736 9.64773309 9.66878148 6.14431155 10.67783792 7.64681069 10.04771232 8.79899856 7.04701373 3.35772090 9.72927320 11.49137031 13.66246491 11.65256479 9.80562410 13.22290628 12.89433261 6.13381831 9.14431078 9.14300329 4.94267871 10.57057545 9.45152806 12.70544640 8.08018010 8.09377776 2.20570529 0.03576465 9.61510212 7.85596541 12.94876908 9.33270234 11.37897193 8.63011092 8.74659258 7.58653283 9.67059730 6.88127673 8.72578409 10.44123083 11.80190099 13.65451584 10.18044440 7.56716741 10.44623762 10.39773003 12.53687698 9.24035727 7.99868238 11.60302935 12.25389534 10.43292601 12.04998107 6.67241120 9.67331685 2.73621520 11.95911370 12.01038005 4.76370901 1.03576465 0.62077407 12.70799054 12.68896719 11.35096691 7.12324923 9.97976614 13.15974593 12.23423125 11.53089174 9.97756743 11.01949239 3.20570529 5.46205232 7.40210819 8.61510212 4.49521546 9.57397507 10.66468736 2.35772090 13.17245137 9.34526263 11.90595825 10.85636413 1.35772090 9.80727570 9.52641649 8.72053499 6.96451184 10.35827779 7.81714612 1.35772090 8.48493484 11.76370668 9.12589876 11.82999900 4.98998366 8.43879809 10.27000489 NA 8.36446125 10.08086322 11.23729757 1.84313968 9.17021251 8.99723595 5.01306468 10.12986397 3.55934497 8.54159770 1.35772090 9.98779934 9.97072282 NA 5.35771386 6.02447040 11.19092068 10.93022506 8.07744544 12.47561709 10.03013961 10.42810365 10.80148672 11.05954057 8.04980663 6.62824284 9.35771430 9.54951381 0.03576465 -0.96409462 NA 7.47457800 9.03544796 10.75645800 6.75688585 9.66058159 5.69399704 9.26460492 TCGA-B0-4697 46 1 578 NA kidney stage iv t3b nx m1 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7.282828e-07 6.936026e-07 7.14285714285714 21.4285714285714 19.047619047619 28.5714285714286 23.8095238095238 9.1158804 10.9809508 3.9865930 8.1764220 9.2994803 9.0669707 5.7939531 8.6043464 8.8528459 NA 5.9176490 6.8610658 2.4016305 10.1464686 9.2565031 10.9133875 12.2681410 3.5715555 7.1020744 11.3002362 12.3956346 11.9154315 10.8067763 11.3167673 10.3009917 8.0015478 5.2596152 13.4742699 7.3441494 NA 9.0669707 9.6985510 10.7624819 10.3860532 5.7235640 3.7235586 8.5462930 9.6590226 12.2827487 9.1055385 7.4677237 7.9251966 9.6037586 10.3703016 7.8934878 12.2093922 6.8278990 9.5815439 11.6049828 9.2533838 8.8814150 5.3558303 11.7105426 11.5205759 9.9884745 7.5411865 NA 10.5049226 NA 8.4623309 7.8362631 0.4016305 9.3234757 9.9465993 9.1055385 9.3820315 0.4016305 7.8610664 9.3085254 4.2089932 11.5677979 10.3832021 8.8934878 4.9251972 9.2471248 10.4930702 10.7269403 9.0986022 10.5334917 14.7019874 9.0382595 7.5615064 7.1431015 5.7235640 9.5815439 7.4677237 10.4744374 8.3441494 11.5443801 3.2089854 9.2497883 6.5309182 10.7156515 9.2903781 0.4016305 10.0508910 8.5615060 12.1175968 6.5513822 15.5865043 8.2218138 9.5042404 8.5360611 11.4246960 NA 5.5715585 13.5939276 8.4072593 9.0526865 7.6208034 7.9790639 8.5101593 9.6183807 12.0727335 9.4514833 9.2089898 8.0309915 8.1020744 4.3085283 9.4432940 9.4432940 10.1747740 9.8131458 10.2596158 6.6304535 11.0501452 10.0616307 12.4030430 5.1020744 3.2089854 10.1681638 7.7235627 10.0328118 10.3279308 0.4016305 4.2089932 5.0454910 14.3260762 4.2089932 11.4797856 5.9251972 7.3674191 10.7492562 10.8722937 5.1565220 7.6304535 9.3931566 10.4704131 10.6098692 10.8934277 10.6195925 8.4240025 9.3115279 10.7514689 6.9251972 5.0454910 2.7235586 9.0526865 3.9865930 NA 10.8404266 11.7437095 9.2345248 7.3674191 9.3817744 5.6165371 11.0043337 8.1089938 10.3535023 4.2089932 5.7591878 8.4184430 7.2345253 6.2596152 7.7679573 8.0669707 9.8173766 10.7359081 10.8310416 9.6208759 12.1342262 9.1598580 8.7054157 10.1261487 5.8934884 2.4016305 7.2218133 11.0309914 8.3196631 6.1295550 10.2234088 10.4226147 7.2964528 10.0145033 11.8549054 11.3601875 6.7235627 9.9330162 8.2389473 5.6110868 8.9054604 NA 7.8934878 6.8278990 12.5892962 10.6483754 9.3204980 10.8600414 8.7054157 9.0634129 5.6110868 11.4917340 9.2596157 7.7054154 10.2250020 2.9865930 5.4016339 7.1020744 3.2089854 4.7235640 4.7939531 8.9676888 5.3558303 9.9959595 8.3030446 3.2089854 2.7235586 10.8814151 10.2949364 11.5114655 10.8579892 12.2926590 7.1960503 7.8948499 5.0292408 10.5926940 10.4717558 9.4730971 11.0328119 0.4016305 NA 0.4016305 10.5939276 9.4514833 9.3234757 NA 11.4329914 12.7649483 9.9847175 8.9727047 10.4784504 NA NA NA NA 13.8496220 7.1431015 9.3264472 11.2696856 NA 8.5765603 8.7964404 9.7569859 8.7235630 10.4198350 9.6110881 9.0163448 9.8610664 9.1329539 11.4697413 9.9752820 9.9714904 10.2329420 8.0811148 9.3175141 6.4890981 10.9884746 4.3085283 9.9395714 11.0846294 0.00055921 0.00402430 0.00513590 0.06938200 -0.00401620 -0.00004018 -0.00857660 0.00027728 -0.00263220 0.00346870 0.00118780 0.00055921 -0.00050293 0.00402430 -0.12655000 -0.13103000 -0.13103000 -0.05819300 0.00055459 0.08507600 0.00277450 -0.00567570 0.00013863 0.00013863 -0.00857660 0.00041593 0.00000000 -0.00138580 -0.00995650 -0.00097017 -0.00263220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.7325517 7.6400395 9.9330162 7.8716835 4.5715615 9.6448088 12.0427834 10.7704577 9.0811148 11.8337069 9.7303096 0.4016305 6.2089893 10.1464686 4.8465685 7.7939524 9.7613843 7.2345253 1.4016305 8.4016347 4.6495637 1.4016305 8.8362631 5.9865975 11.8308166 10.9133875 11.5104010 8.7459307 NA 0.4016305 3.2089854 10.6000799 7.3323723 9.3234757 3.9865930 9.4917473 10.387477 10.016345 8.929112 10.899487 8.384628 6.571560 10.052687 4.102079 9.867201 10.117597 6.909430 10.210599 9.407259 8.520576 12.310027 11.752022 9.759187 13.424003 12.910915 6.956224 8.571560 9.440554 8.936910 10.270457 9.689347 13.195848 7.940793 6.530918 6.446030 1.401630 10.100339 9.647187 13.363989 10.785339 12.403043 8.979064 7.208989 11.716784 10.786419 7.367419 13.384807 10.893428 10.974335 13.296263 10.796097 4.489100 11.692230 8.728064 10.844578 8.066971 7.940793 10.638845 12.116739 11.557086 11.272770 4.723564 7.714518 5.355830 10.236106 12.964354 7.045491 1.986593 1.401630 10.632856 12.506234 11.077521 7.378915 10.095122 11.892486 11.196051 10.913387 11.300236 10.806776 8.811026 12.252603 5.759188 9.052687 8.832087 10.166506 7.893488 7.811026 11.441822 7.827900 11.510159 10.570307 3.571555 12.662554 9.300871 7.687037 7.855975 9.603759 10.281218 6.424003 6.971491 10.108994 7.442637 12.614739 5.489097 12.579988 11.417050 2.986593 11.147309 11.650748 10.817377 3.571555 12.198486 9.451483 6.489098 10.273540 8.551382 6.971491 5.401634 9.381774 10.644023 12.347810 7.541186 5.611087 11.030991 10.723563 10.333850 12.589296 9.917335 10.297967 10.225002 11.707127 6.844578 7.272000 10.084629 11.338273 8.228183 1.986593 2.986593 11.339009 12.558808 8.412862 6.687037 8.576560 8.059846 10.027344 TCGA-B0-4698 75 1 42 NA kidney stage iv t4 nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 3 2 2 2 2 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7291398 10.6349882 3.2934735 9.0525254 11.1162394 5.7364128 3.1008263 8.6593762 9.4019939 NA 3.0049687 5.3702864 1.7529198 10.2422017 8.5017039 11.6284410 13.2180964 1.2934882 6.1072506 10.3819265 12.6843773 9.6176443 10.7197342 11.3467165 7.4381273 5.7028598 6.9764645 12.8221067 2.4633870 NA 4.2242101 11.0874791 10.4371715 9.1722867 4.8170297 4.0483583 9.2664492 9.5909590 10.7653987 9.8604748 9.6647015 4.1008263 10.3015479 11.4158122 12.3852354 10.6663345 -0.1215493 9.8975593 10.0179833 9.6322059 7.0247884 3.2003631 10.6844444 10.8849918 10.5857911 7.7405525 1.2934882 9.5924198 0.6154163 8.6969397 9.0162771 2.1008095 10.4227525 11.7121127 9.0959858 10.3377167 -1.7065118 5.4227510 10.2368047 1.6154163 11.8511725 8.6890035 4.3809303 3.4227578 8.7101721 13.6486140 11.3397409 10.9203192 10.0862598 15.4892357 9.6526699 7.5555646 9.4633944 6.3213762 9.8713702 6.5695944 9.5216868 10.0345151 11.3445084 3.1085245 9.3642478 3.2934735 9.2063587 9.0281790 NA 10.4036265 10.0340935 11.0506511 8.0633072 15.3089821 6.4683943 9.9359229 6.9658951 10.3237917 -1.7065118 7.0179831 12.7754580 9.6210222 9.3642612 7.6466163 8.2003602 6.3433172 9.2520222 11.4232354 9.1806902 9.2650130 8.4201737 8.7102671 0.8784507 11.5228891 9.1890447 10.3957733 9.8523685 8.8557119 7.3756181 12.1654651 10.0537736 12.1208122 3.6153928 2.6153928 10.1947135 9.8604748 9.5282869 9.7113220 -0.7065118 0.6154163 0.6154163 13.5312769 3.2476693 11.5138478 0.8784507 9.2512971 9.1958446 10.1459990 4.0483583 5.7197338 10.4438514 11.0173437 9.3649317 11.0966137 10.5138478 8.8756114 8.3555154 10.9936924 1.1008431 8.4444861 -0.7065118 7.6444086 5.0213909 -0.1215493 10.0558515 11.3399114 5.6063534 NA 10.2714648 -0.1166920 10.0992133 8.6310912 10.0440215 1.6154163 6.5880895 2.4633870 9.5437679 5.5695944 9.2821541 9.3993779 9.8403639 10.6943489 12.0444904 10.1334014 11.3382050 9.8803092 6.6597919 8.7207822 -0.1215493 11.9682134 7.4201741 10.7023298 2.7698564 7.8602657 10.1012268 11.2482110 1.2934882 9.9773413 12.7462898 11.2291870 3.3378681 10.1742009 9.2524209 4.7197365 9.5502679 -0.1215493 10.0281790 7.5150564 12.8798401 10.2920599 10.2821541 11.1140473 9.8374679 9.1358198 4.9373256 10.8993216 9.7002060 8.6932813 10.8133514 -0.1215493 5.3378645 11.4294993 0.6154163 1.2934882 2.1008095 10.4652717 0.2934882 10.9170195 6.8943485 6.9973726 0.6154163 11.7280977 10.9771220 10.9749275 10.4539712 11.7860738 9.0264847 7.5461351 5.2571766 12.7813723 11.5042929 9.5126380 9.5938221 6.9264644 NA -1.7065118 10.6131415 10.7031255 8.0383034 -0.1215493 12.0716493 11.4282166 5.7610751 6.5099729 10.2411064 NA 1.2934882 -0.7065118 NA 12.6917455 8.9463145 11.0319840 12.5289602 1.2934882 10.3822576 10.1059156 10.1553318 7.0315617 10.5443600 10.2074807 9.7529011 9.5943940 9.0591700 11.3762838 10.2149384 9.5724996 10.6714933 8.5649326 9.8442163 7.8012641 9.8933822 4.5681051 7.5979348 9.9291875 -0.2391200 0.0731150 0.0788070 0.0647970 -0.2435000 0.5780900 0.0319990 0.2744200 -0.0154280 -0.1400200 -0.2263800 -0.2711700 0.0731150 0.0299610 0.0546920 0.0597250 0.0597250 0.0597250 -0.2146600 0.2725300 -0.2054800 0.0192230 -0.2111900 -0.2111900 0.0319990 0.0580810 -0.2003700 -0.0015243 -0.0910230 -0.0304040 0.0000000 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.224 0.000 0.000 0.000 0.000 -0.213 -0.213 0.000 0.000 -0.239 -0.239 0.285 0.285 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.000 -0.205 -0.205 -0.240 -0.240 0.000 0.000 0.251 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.224 0.000 0.000 0.000 0.000 -0.213 -0.213 0.000 0.000 -0.239 -0.239 0.285 0.285 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.000 -0.205 -0.205 -0.240 -0.240 0.000 0.000 0.251 0.462 0.000 0.000 9.8901252 6.0616531 7.7853223 8.4232546 1.7423512 6.9155209 11.4338199 10.3612769 7.3186088 11.5029411 10.3759511 -1.7065118 7.3676113 10.7184230 1.2934882 4.5222881 10.3954451 9.5437679 0.6154163 8.0797392 4.2476693 -0.1215493 9.4374903 3.5413909 10.8903068 11.6284410 12.6407635 8.9825938 0.6154163 NA 0.2934882 10.6962150 7.3967572 9.3609039 -1.7065118 8.6825631 10.5473169 10.0583410 9.4078626 10.3172238 8.9747080 7.4708890 10.5357504 8.3849050 11.2127052 10.1116521 7.1168367 5.8170322 9.7275764 9.4266118 13.5798106 11.1990445 10.3967573 13.6745392 12.8151312 7.1852531 10.5759788 11.0803517 8.0550204 11.1028356 8.5174710 13.6773425 6.7569939 3.1008263 0.6154163 -0.7065118 10.8926850 8.5306794 15.0199271 9.0690797 12.1208122 9.7301811 8.5138476 6.3649313 12.5545359 9.2512971 12.1177321 11.0966137 11.2753934 14.0388812 10.0395638 4.7197365 11.2483928 7.7893243 11.0827993 9.3993779 8.8032445 10.4384463 12.8907073 11.2563655 13.5171314 7.0781038 10.3822576 0.6154163 10.4013403 12.4471006 6.1761133 2.5413909 1.9938917 11.5719189 14.3204467 11.1282782 6.8248506 10.3849048 11.8095388 11.3241366 11.6284410 10.3819265 10.7197342 8.0649588 9.6895391 7.9427256 8.6499215 4.1263617 10.3227567 12.3852354 2.4633870 12.9551240 10.1223993 11.2154963 9.9530194 2.2003474 12.5166416 9.9589075 9.4808215 7.8368299 10.0793305 8.9507880 1.1008431 9.3067922 9.9422764 8.2663485 11.4492364 2.5413909 12.6877982 9.1860122 1.7529198 9.4968174 12.0636171 11.0813720 -0.7065118 9.4851456 9.1128502 5.0878871 10.8711343 4.8480570 9.3782777 0.8784507 10.2714648 9.8929685 5.2934698 8.2018622 1.4634132 10.7023298 11.0727784 10.2414716 12.8798401 10.8231440 10.9878273 10.8133514 11.7794245 7.7384841 5.2242062 10.5695938 11.3329026 -0.7065118 -0.7065118 -0.1215493 10.4860705 10.9945917 9.0433388 1.7529198 10.3822576 5.5972511 9.7487966 TCGA-B0-4699 74 1 110 NA kidney stage iv t4 n0 m1 male 2004 110 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 3 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.8054189 10.4287799 3.5106202 8.3908620 11.1923045 7.4399638 1.4231479 11.3666141 8.9822139 -2.1616533 3.5080736 4.7807090 7.2644576 8.0646054 7.6821140 10.7633765 11.9165105 7.7070153 6.7748305 10.4833807 11.8041575 14.2093808 10.9558360 11.5698302 9.8836113 7.0327533 7.9441012 12.0069583 4.3927845 -1.1616533 7.0255449 9.6583718 9.3749258 9.8357253 3.9674730 2.5930908 9.3937407 9.2586796 11.3092330 10.5227224 8.6055499 4.2644614 10.2790621 11.0972005 7.8211866 10.4021041 0.4232016 10.0412350 11.0795802 9.6467549 8.2655058 3.7923869 11.3774729 10.0470369 10.2039685 7.9739022 -1.1616533 10.9210239 3.7823457 9.0075417 8.4061489 0.1601457 10.2725605 10.5329861 8.2401392 9.5781549 NA 5.2811381 10.0935166 1.7450652 12.3539543 9.1522095 10.7775885 3.0081104 10.4249905 11.6129800 10.8118903 9.1890272 8.9276435 15.5498330 9.9616677 8.9170110 8.5989130 5.4004355 9.6714784 7.8948305 10.3761393 9.7454592 11.3251536 2.3223320 8.4082002 1.2976023 8.7458346 9.4222158 2.9674822 10.1345355 9.8071908 11.4113667 7.7630052 14.6075578 7.1869214 10.7175483 9.4834010 12.3248394 0.1601457 5.0378654 10.9645747 9.6358545 8.4240945 4.7330126 9.4482950 6.8660994 10.1146082 11.0458174 9.1640604 8.8543049 10.3415218 9.4607024 1.1601457 10.7482735 9.7821728 10.3335483 10.5517942 9.8176181 8.2347978 11.8921315 9.6647415 12.3449964 6.5106186 4.8381904 9.3474730 8.9830295 8.1634982 10.3666470 NA 7.9545372 2.6961719 13.5317343 3.3300420 11.1137355 1.4231479 9.6240541 9.6403053 10.2873416 4.4080461 6.4928290 8.0439864 11.1061500 10.3042694 12.0724280 10.8102752 8.4222158 9.5817651 11.0824081 8.2539349 5.9674753 1.5386375 8.0884915 7.6599666 -2.1616533 10.0828541 11.2467880 9.9450830 5.0573593 10.6183225 3.1601134 10.1198333 7.7008302 9.1931749 4.2976243 4.3300492 7.6358545 8.1979425 4.0274283 11.4048416 9.6330148 9.8226113 10.2096973 10.7869251 9.3577752 11.9036091 9.8518646 10.0552419 10.9408248 0.1601457 1.7450652 8.7054717 8.6063771 12.7566337 6.7615499 9.8560453 10.4563490 6.6390932 10.9485131 14.2888565 11.0490164 6.4639020 10.4420511 8.3196089 4.2305105 8.2602576 -2.1616533 9.3990034 8.2955738 12.1887178 9.5618538 8.8154730 10.3277901 9.3529070 10.0458174 1.2976023 10.6516415 9.0902670 7.9713349 11.2461245 3.5661089 4.6326114 8.0500810 0.8381854 3.1236000 9.9219980 11.4901415 1.1601457 9.9083138 9.7238932 -1.1616533 1.0081283 11.2679920 10.4820491 11.0596290 11.0774931 11.8243016 10.4822745 8.9997971 5.2912978 8.8226113 11.7161480 10.1328137 10.4452920 3.3300420 -0.1618146 0.1601457 10.7616114 9.4376410 9.9949081 -0.5769059 13.5086832 13.0824081 10.0768961 9.6552726 10.4236226 -0.5769059 0.8381854 NA 0.6455172 13.9631623 9.1572891 10.1055648 12.2318515 0.4232016 9.9677979 9.3234739 11.1517846 6.8438181 9.2769849 9.9398404 9.2353326 8.5211874 9.3622448 11.2307787 10.8887218 10.1824888 11.4744777 8.0837458 9.0922117 5.6260945 10.1592755 5.8902181 8.8028443 9.6207818 -0.476070 -0.476250 0.283900 0.089561 0.027256 -0.243020 -0.442970 -0.492140 -0.214290 -0.468440 -0.476070 -0.476070 -0.476250 -0.580110 0.283900 0.283900 0.283900 0.283900 0.032774 0.144440 -0.441060 -0.439730 0.069956 0.069956 -0.378080 0.000000 -0.545120 0.264510 0.113160 0.187220 -0.268810 -0.443 -0.443 0.000 0.000 0.158 0.158 -0.545 0.287 0.000 0.113 0.113 -0.494 -0.494 -0.459 -0.459 0.187 0.187 -0.476 -0.476 0.379 0.379 -0.490 0.116 -0.481 -0.481 0.284 0.284 0.000 0.000 0.144 0.144 -0.447 -0.447 0.000 0.000 -0.440 -0.243 0.000 0.000 -0.214 -0.214 -0.443 -0.443 0.000 0.000 0.158 0.158 -0.545 0.287 0.000 0.113 0.113 -0.494 -0.494 -0.459 -0.459 0.187 0.187 -0.476 -0.476 0.379 0.379 -0.490 0.116 -0.481 -0.481 0.284 0.284 0.000 0.000 0.144 0.144 -0.447 -0.447 0.000 0.000 -0.440 -0.243 0.000 0.000 -0.214 -0.214 10.3285424 7.0979363 8.2164878 7.8141268 0.5823633 8.4946176 10.9814167 9.9425918 9.3445005 11.1182300 10.6285414 1.6455633 6.4602445 9.5412314 2.7450867 7.6551765 10.0600821 8.1979425 1.1601457 6.6992795 3.7450867 0.8381854 9.2847593 8.3754114 9.8443507 10.7633765 11.1367052 9.1328136 1.6455633 -2.1616533 0.6455172 9.1414029 8.7872901 9.7909341 NA 7.6695002 9.981576 9.895169 7.993011 11.109802 8.914341 9.398048 10.410656 6.898889 9.969407 8.784368 7.180267 5.141972 9.843817 9.036024 13.344593 11.282561 9.770777 13.279743 13.627319 7.694618 9.928636 10.455890 8.386051 9.374440 9.000584 12.567548 8.178043 7.093221 6.217572 1.745065 10.697145 9.516353 13.055545 9.855001 12.344996 8.942792 9.308852 11.902430 9.553726 9.624054 14.532782 12.072428 11.173862 13.314243 10.723127 3.768925 10.744332 8.838897 11.397331 9.633015 7.489244 9.569512 12.603583 11.201917 12.141403 4.345985 8.188027 7.289404 10.983807 12.254331 4.826879 1.008128 -2.161653 11.441819 12.426381 11.173801 6.531679 10.765230 11.7401911 12.7060508 10.7633765 10.4833807 10.9558360 7.9942759 9.6138033 6.8268777 9.1663067 4.3773528 10.1328137 7.8211866 6.5070779 13.2653849 9.0955808 11.8807073 10.8108138 1.5386375 12.7154771 8.1630035 8.6154483 7.6843882 10.7006366 8.8154730 0.1601457 10.3332984 10.7838196 9.4584128 11.3856900 5.7923895 11.9797413 8.2412048 -1.1616533 10.9175110 10.9499807 10.4876737 NA 10.6754266 9.4779859 5.3927811 10.0561506 5.1419722 9.5403656 5.4892443 10.6183225 9.5240631 4.0280210 8.8111727 8.3350468 8.6063771 11.5583303 10.2631465 12.1887178 10.5010838 11.7312100 11.2461245 10.7863776 8.5070779 8.0280176 9.9971181 10.0255450 -2.1616533 7.0813673 3.1236000 10.7911162 9.6750322 9.9911115 5.9414796 9.9677979 7.6244628 10.2272865 TCGA-B0-4700 60 1 1980 NA kidney stage iv t4 nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 3 2 5 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 5.895622e-07 1.734007e-07 13.0434782608696 39.1304347826087 0 43.4782608695652 4.34782608695652 8.35801113 10.50695722 9.20249364 8.69627417 9.87247912 7.64540986 3.39748811 10.41790197 8.42990422 0.52306006 3.97938518 4.49264155 2.63849094 9.71283803 7.56740779 10.85019192 12.68435540 4.79603182 8.36431591 10.11733817 11.74621080 13.81640232 10.30982772 10.99027943 9.04395961 7.78667411 6.39748297 14.38319524 6.45375132 NA 8.95346605 9.45375090 10.03805627 9.79758582 4.18597752 2.10798910 11.61533022 9.66937000 11.90257240 9.78275681 7.55276054 7.68288506 9.88787768 10.91138967 7.49263995 11.37866069 4.61047566 10.50124735 11.19720582 9.39645772 7.81149543 4.79603182 11.48373951 11.04788167 10.01286152 7.49647194 0.52306006 10.37059293 -1.06190244 9.42085900 7.96319087 1.74540946 9.77804213 10.10170076 8.82527174 9.90710653 0.52306006 6.72595378 10.24525190 3.98244605 11.35062089 9.30546580 9.48687302 6.10797655 11.23022025 13.17891688 11.26784739 9.59893832 10.26223159 15.65983113 9.29119787 8.08525574 10.14811351 4.63849094 9.29780059 7.20014630 11.05016468 9.59268707 12.29037040 3.16301561 8.66644771 7.58190707 11.06829979 9.38099454 1.52300986 9.98585659 9.12416526 11.24639009 7.16687007 16.14430488 8.78040131 10.91771556 9.10546909 11.83532930 -0.06190244 8.42589103 14.03056044 9.38513418 8.29999465 6.56010351 9.08525601 8.56740779 10.96940760 10.83665240 8.39748255 9.08270924 8.40972611 8.74862257 6.46943181 9.61312587 9.38203062 9.62630132 9.85243619 9.78040131 7.63849094 11.40402550 9.70954051 12.55804169 2.74540946 3.18597752 9.96940768 8.75835782 8.57104610 9.76062182 0.52306006 3.58190556 2.52300986 13.86174992 6.47720941 10.70664891 9.89224742 7.81763413 10.02882508 10.34266041 4.93805050 6.88641846 11.62761231 10.44584566 10.04068288 10.99739552 10.19779427 8.30655754 10.45522826 11.25828748 5.31308982 4.89224529 2.84494800 9.17764950 3.79603701 0.52306006 10.23496720 12.71139632 8.57104610 8.61047640 9.45572052 3.79603701 9.55551844 7.88349497 9.84132280 10.98789958 8.32391359 7.50410471 7.44584586 6.25799497 9.05179324 8.50410511 10.47672494 12.13311559 12.47004161 9.82070934 12.25220940 9.53703393 8.82527174 9.54260417 9.93452446 7.15237003 7.87763015 10.97765558 8.77626227 6.93246163 9.61400802 11.42362880 6.17645642 10.11110345 12.33371904 11.44237351 6.36431504 10.35062089 8.95639039 5.71941073 8.07504213 1.25996542 8.83589661 6.60338748 12.41416434 10.19130762 9.07247726 11.70499396 10.00077186 9.21301160 6.13772278 10.88126549 9.50695712 7.75822988 9.89442718 3.10797236 4.89224529 5.46161368 3.33037196 5.06733325 3.46160714 9.95416286 6.47720941 10.35739508 6.85840379 NA 1.25996542 11.00313052 10.68372540 11.06926494 10.92709067 11.10107170 8.06475570 7.93458078 6.07545134 11.83986073 10.62848555 9.77725482 10.54861454 NA NA -1.06190244 10.13219226 9.77725482 8.86137852 7.25546391 13.83915362 13.69861506 10.54074994 7.73930672 10.57603437 NA 2.10798910 NA 4.36431328 13.65245756 7.16205290 8.93098949 12.09697623 -1.06190244 8.33893066 9.15910640 10.60071939 5.88056554 10.97834073 10.86137852 8.89660366 9.15963827 9.39235027 11.28290169 10.93240449 9.41682075 10.95137368 8.25997907 9.08687079 8.33251371 10.64885745 4.97938061 7.85971368 11.34531880 0.01944700 -0.03531200 0.05209900 0.11638000 0.09594400 -0.02944800 -0.06303200 0.01126100 -0.00926660 -0.11757000 0.01944700 0.10293000 -0.03531200 -0.03776200 0.70851000 -0.08166200 -0.08166200 -0.08166200 0.00041593 0.11638000 -0.08903700 -0.09757600 -0.07013500 -0.07013500 -0.06303200 0.02034300 -0.09775900 0.00000000 0.01279500 0.01265500 -0.00926660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 0.000 0.000 0.211 0.211 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 0.000 0.000 0.211 0.211 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.14750437 7.16687007 10.05309463 7.64847839 -1.06190244 9.26896790 12.09729169 10.30091534 9.10295805 11.76662589 10.18241484 2.10798910 6.67276052 9.67276069 3.74540946 7.55276054 10.05634332 7.44584586 0.93802226 6.41378531 4.55275823 0.93802226 8.94787973 7.17645543 10.20353130 10.85019192 11.69916800 9.30437323 -0.06190244 NA -0.06190244 10.11733817 7.25093411 8.79603214 -0.06190244 8.61224338 10.37995771 10.00481302 8.60870725 10.51830960 8.45375090 7.00951290 9.90959462 5.39748126 10.30546580 9.63501864 6.90383486 8.22806974 9.95764172 7.82069403 13.02750151 11.16717023 9.80146296 13.22099465 12.31390501 6.92104471 9.14872239 10.14262212 7.90383546 9.63327935 7.42990381 13.23918995 8.33465587 7.24183161 7.97147400 3.25998048 11.30601172 8.88787768 13.39402033 9.36431569 12.55804169 8.75343439 6.83286850 11.38616735 10.95311759 7.81763413 14.62990358 10.99739552 11.46626096 13.33251373 10.66085858 3.33037196 11.01853549 9.47526934 11.27427861 8.50410511 7.59268725 10.68959506 12.54225674 11.63219122 11.34796960 4.89224529 6.65914964 4.77094002 10.91174842 11.99350295 7.18597851 NA -0.06190244 10.25828748 13.29312678 11.25966913 6.86878799 10.28290169 11.666609 12.256876 10.850192 10.117338 10.309828 8.592687 12.781678 6.437897 8.864347 6.137723 9.959031 7.492640 6.732467 12.423493 8.716128 11.575808 10.074401 2.938060 12.519840 8.533477 6.862863 8.193741 10.238975 10.240690 4.938050 8.532376 10.966993 8.012193 12.280126 6.347442 12.683620 12.049839 NA 11.929041 11.238404 10.932404 2.259965 10.218822 8.943676 4.719413 10.798750 6.036083 8.299995 6.380994 9.455721 9.925443 8.145066 8.407693 4.745404 10.977656 10.728318 10.680360 12.414164 10.405657 10.794477 9.894427 11.985516 8.900947 6.166870 9.968718 9.974225 5.313090 1.745409 -1.061902 11.921757 11.215411 9.038713 4.429904 8.338931 8.849443 9.424886 TCGA-B0-4701 66 1 238 NA kidney stage iv t3a n0 m1 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9038999 10.1945206 9.3394378 6.9167465 9.9351739 7.7601890 3.1695082 7.3362664 8.8256823 -1.2229696 2.5679591 5.5716101 6.0060152 9.5195049 8.4407537 10.9167468 12.0680783 6.7715489 10.3293842 11.0307475 12.0985599 13.9757598 9.9969690 11.2572282 7.9090524 7.8646585 7.2889482 12.1494865 6.2928958 NA 8.6889919 9.9421023 10.5703923 10.0631756 3.4776385 2.7771988 8.4318314 9.7094102 10.9294803 9.5017092 6.7884221 8.3845256 10.2760446 10.5370836 7.0156002 10.8095856 6.3240905 10.2222103 11.1067115 8.7842226 8.3527347 1.9471051 10.7516100 10.1865864 10.5428960 8.0855346 0.3765127 10.4741282 2.7861781 9.0005094 8.0718163 -1.2229696 10.1743353 9.9122633 8.5941790 9.5855000 1.0990932 6.8378915 9.1812725 2.9471238 11.0875242 10.3163543 10.1748700 3.6840894 11.2993454 10.0752580 11.2201389 9.0218209 10.1385910 16.3340083 9.3808219 8.0251229 10.7105173 4.9269435 10.0643306 6.8486580 9.5552726 6.1695122 12.3573362 2.3907227 8.7297621 9.7444217 10.3192600 9.0568060 0.3621051 9.6382824 8.5017094 12.4157445 7.9269423 15.2516518 9.2376514 11.7499994 6.0625967 11.2458195 -1.2229696 3.2366304 13.5997663 11.8508350 8.7138333 4.0251263 9.1533207 8.6132458 7.7429797 11.7231879 9.3696525 8.5470333 8.4706825 8.5829394 0.7771988 10.0480747 8.5797119 10.2340632 10.6409946 8.4120066 8.5732351 11.6110699 9.4192471 12.8405905 2.7771988 1.3621613 9.9122633 9.4506636 8.8243195 10.0203694 -0.2228012 4.7313896 2.7771988 14.1816385 8.9878668 10.9272600 11.8373847 8.8553463 8.9744120 9.6406074 3.8215878 6.9320139 10.9918181 10.9405306 10.2584903 11.5550548 10.5068162 8.9657843 8.3900640 10.8082073 6.5973747 3.0991269 4.7544760 7.9768677 5.6351768 NA 9.2478544 12.1037654 9.4092819 9.7616139 9.0923449 3.6386531 10.2894421 8.1844633 9.4787878 6.4065520 8.4931573 9.2263440 6.3546249 6.3804507 9.5764770 8.8817943 11.2402088 10.9380123 12.0702360 8.8167040 11.7014512 9.1950481 10.4854172 9.3630968 8.6053321 NA 7.6537121 11.0033065 12.1113486 9.0061824 10.5569148 11.3168389 8.2710507 9.7967862 11.8217603 11.4993626 4.2690481 9.7891215 8.3047898 5.0625967 7.5287393 -1.2229696 8.5169760 7.0439820 13.0208901 9.9502479 9.3260173 10.4810990 10.8365399 9.7573350 5.3163558 11.0064889 9.0024030 7.5780956 9.7750805 2.4776255 3.6351739 7.1036246 2.6281903 4.9670210 3.4210482 10.4420872 6.6720137 10.0439820 7.0866713 -0.2228012 1.0990932 11.1005317 10.3822119 11.5051159 11.3329828 11.8126819 8.2529289 9.4219531 6.5137323 10.9297972 10.9402161 9.9116218 11.2735499 NA -1.2229696 -1.2229696 10.0815468 9.0602839 9.1598194 0.7771988 13.3770502 13.2552698 10.4151787 7.4241864 9.7870241 NA -0.2228012 0.3621051 -1.2229696 14.5075064 7.9546151 9.2448010 11.5865616 NA 8.4689388 8.8830648 10.8002567 7.7828200 10.7523269 9.7197100 9.3105251 9.1834004 9.1630579 11.4420871 11.0886599 9.3928251 10.8280644 8.1125860 9.8875614 6.5716116 10.6199386 4.7190082 8.4988755 10.0203694 0.01014600 0.01502800 0.03031000 0.37775000 0.00000000 -0.00338610 -0.01835300 0.03510000 -0.00346270 0.00889200 0.00889200 -0.00062968 0.01502800 0.01502800 -0.38369000 -0.38369000 0.02791900 0.02652000 -0.00885260 -0.01365000 -0.01354000 -0.02411400 -0.03387700 -0.03387700 -0.01945200 0.00332990 -0.01354000 -0.04441500 -0.00332430 -0.02041200 -0.00346270 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.0096163 6.9670199 9.0544828 6.7506922 2.6840781 8.7049733 7.0672138 10.4302196 9.7995633 11.4510764 10.2720511 -1.2229696 6.1609000 9.4566756 4.3169711 7.7049736 10.4828278 6.3546249 1.7771988 7.0251229 4.8215878 1.3621613 8.8419382 6.0251241 10.2242476 10.9167468 11.1757628 8.1369450 2.0991269 0.3621051 2.0991269 9.9154673 8.2222105 9.3422976 -0.2228012 7.7687170 10.1939930 10.0957383 7.9496231 11.1067115 8.1036251 5.1695122 10.4597512 5.7197092 10.0030054 9.8030271 6.2770419 6.6413813 10.2123448 7.6195458 13.0107402 10.5119050 10.0108151 14.0226367 12.9044176 7.8804835 8.6148232 9.3163542 8.8378912 10.1855252 7.3240896 13.1107002 8.8593444 8.9446137 5.3771099 0.3621051 10.0457374 8.9508725 13.7250606 10.6136403 12.8405905 9.3992472 8.0509908 9.8412645 12.4059827 8.8553463 15.1813890 11.5550548 11.6160054 14.3435171 10.7601890 2.8646517 11.1617094 9.4345140 10.7371974 8.8817943 8.3470513 10.2514083 12.6894299 10.9774811 11.4531503 4.0991269 6.6840865 4.3919052 11.1405089 12.7363824 7.3808221 NA -1.2229696 11.5480658 12.7645483 11.4085635 7.4845547 10.8085521 11.7364730 12.3773407 10.9167468 11.0307475 9.9969690 7.9244004 13.1552193 6.5585554 8.7995633 6.9571044 10.1876468 7.0156002 8.0923449 12.2745034 9.2509012 11.5470333 10.7669447 2.8646517 14.1178453 7.9933590 7.0203700 9.3859862 10.1369450 9.3863743 6.0900785 8.9141866 10.6799474 8.1409361 11.3616882 5.5186610 11.7244671 10.6510241 2.3621613 10.8047559 10.8436210 10.4456372 0.7771988 11.3997049 9.8646583 5.0439831 9.9218537 8.7884227 9.0591254 8.0878081 9.0923449 9.4019909 6.5119044 9.0191787 3.9064770 11.0033065 10.6685994 10.9685631 13.0208901 10.5519825 10.9811552 9.7750805 11.0625977 7.6840858 6.6475606 9.9301140 9.6636542 0.3621051 4.2725682 0.3621051 10.9839046 12.1692780 9.4327262 4.3621613 8.4689388 8.4931573 9.8580130 TCGA-B0-4703 51 1 182 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 100 0 0 0 9.1614514 10.6681267 3.7787027 7.5917759 10.0522437 7.9284544 9.4088732 10.9144620 9.5164240 -1.3913800 3.0695303 5.7787080 5.5395187 10.3991307 8.3434918 11.3044455 12.3390400 6.3022697 6.5276459 10.8369996 11.9804227 13.4466574 10.5231673 11.7043441 8.7212216 10.3889118 7.3736534 13.9979809 6.3569748 -1.3913800 10.0313726 10.0208227 10.3426450 9.9935660 4.6087797 2.8567069 8.7899346 9.4456216 11.3411616 9.8072272 7.8327837 8.3092221 10.1923351 10.6418610 7.0804573 11.0610234 7.5276451 9.9480755 11.8716111 8.5860621 8.8543348 3.5629750 11.3697100 10.4325474 10.0517257 7.6802449 0.1937087 10.2780260 -0.3911908 8.9589479 7.9171214 0.9306995 9.6158095 10.5250349 9.1460006 9.7363898 1.9306995 6.0763881 9.6394492 6.0845150 12.9010319 9.6524931 12.4886526 6.0010996 13.0113147 12.1775696 11.0029769 8.7236568 9.9973377 16.1666048 9.5781687 8.7329034 8.1805348 5.0350476 10.1862111 7.4193535 10.7444915 10.2358600 13.6191355 1.7097759 7.8628661 6.4791465 11.2714506 9.4581874 0.9306995 9.7035197 9.5846302 12.7026124 7.7610672 15.6655654 10.7862017 11.3336648 8.7068144 10.7743174 NA 9.1585668 11.9256294 9.4353306 8.4385049 3.8567069 8.3109549 8.8255281 9.9125629 11.1038877 9.2979065 8.9430554 8.3552965 9.1440576 2.6962387 9.6802445 9.0010996 9.3527751 9.7899344 9.9125629 6.9125624 11.4065025 9.5824796 13.9272897 3.8567069 1.6087619 9.6995563 8.7975565 8.8303694 10.5321096 -1.3913800 0.1937087 1.9306995 13.4984763 3.0010996 10.7692840 4.3636687 9.2490271 8.8459921 9.4783761 5.2812086 6.2526389 11.1576041 10.9957224 10.0085942 11.4218900 10.9261948 8.5556885 7.7787073 10.5914193 5.7068151 5.4161371 5.1633699 8.3603261 2.1937402 -1.3913800 10.3880911 13.5339193 8.2794383 9.3434918 10.0021727 5.0101756 10.3765528 7.5156730 9.7245931 2.0682237 8.2616272 9.4072540 7.4161371 5.8817380 8.9430554 9.3298813 12.1467286 11.5363750 13.2747842 8.9995745 11.1643300 9.7743173 9.8309734 9.3443383 6.0434101 1.6087619 9.6955819 11.4574051 5.9133849 6.9850814 10.4733553 11.5955131 8.5350782 9.9508568 12.1784005 11.0571567 6.7986066 10.0646231 8.7513871 7.1284182 8.3819214 NA 9.2133354 7.6172110 12.5662470 9.4112985 8.0723068 11.3991307 9.6809149 9.1175673 5.7686528 10.9001688 8.8194536 8.4432531 10.6765527 4.5156746 3.8941872 8.9870769 4.4801358 5.1165769 4.4416694 10.2589364 6.3161421 10.7192884 6.9674338 NA 0.6088092 10.9399791 10.6020744 11.5439472 11.0237316 11.5295072 8.1956222 8.9869362 5.0338723 12.1011361 11.1271895 10.1411381 11.9121349 NA NA NA 10.1140976 9.0845156 9.6701534 0.6088092 13.1145317 13.6741563 10.9791972 8.1003948 10.3715794 -1.3913800 0.9306995 NA 0.6088092 14.5290653 8.8999529 9.8697018 12.7654183 NA 9.1175673 9.1019071 10.8717579 7.9552959 10.3200190 9.4040101 9.1556766 8.8825779 9.1401636 11.4239653 10.4277637 9.6795740 11.1873907 7.8424019 10.0335626 8.3686706 11.4367203 4.6551400 8.2837866 9.9989511 0.00277450 0.02492300 0.03045100 0.30753000 0.01970100 0.39274000 -0.00166290 0.01335300 -0.00857660 0.00086778 0.00086778 0.00277450 0.02492300 -0.35305000 -0.35897000 -0.35982000 -0.35982000 -0.35982000 -0.00912860 0.25699000 -0.01532900 -0.37200000 -0.01532900 -0.01532900 -0.00166290 -0.01876500 0.00041593 -0.19237000 -0.01752900 0.01622200 -0.00857660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 0.000 0.000 0.000 0.315 0.315 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 0.000 0.000 0.000 0.315 0.315 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 10.8029234 6.7585297 10.2665473 7.3797431 0.6088092 9.4104906 12.8970715 11.1067962 9.2705602 11.3099435 10.5369304 0.1937087 5.9486312 9.2161124 6.4517617 7.1006350 10.4585782 7.4161371 0.9306995 6.1556764 5.6311509 1.1937717 8.8790775 7.3298815 11.3105478 11.3044455 10.9335731 7.5126638 0.9306995 -1.3913800 0.1937087 9.7667606 7.6172110 9.1662460 -1.3913800 7.5156730 10.8558196 10.4365219 8.0723068 10.8799534 8.9630316 8.8755688 10.9597214 5.3636687 10.6735250 9.5209231 7.3022688 6.7120702 9.9778341 8.8531461 13.5115812 10.3552965 10.5626149 13.6128271 13.0573780 7.9967994 9.1795867 10.7341957 7.4542721 9.6151082 6.6311494 13.3331362 9.0661629 6.3161421 7.8327837 4.0682151 10.4925710 9.7140360 13.1797645 9.7849554 13.9272897 9.7002176 8.0139239 11.4642347 10.6909312 9.2490271 15.5245449 11.4218900 12.5752877 13.3835692 11.4385049 2.8567069 11.0953658 10.0043163 11.2059036 9.3298813 8.2741181 10.0687260 12.6771406 10.7084588 11.9512666 5.0181712 7.3536162 3.9663382 10.8093743 12.7795679 7.4914250 NA 0.1937087 11.2299183 12.8977203 11.9757832 7.3802714 11.0532795 11.6050791 13.0075927 11.3044455 10.8369996 10.5231673 7.2490271 11.1847941 6.9352122 8.3819214 7.1401641 10.4189522 7.0804573 7.6640646 13.0928895 8.4193539 11.6351327 10.2607308 2.6962387 12.5522128 7.9119462 7.2741181 8.3672885 9.5231673 10.0266346 3.8567069 9.2198069 10.1681592 8.0599933 11.0941084 5.6311509 11.7782375 12.1188045 2.5156620 10.9970686 10.7215475 10.4400895 1.6087619 10.9832783 9.9935660 4.1323465 10.3930080 6.8231010 9.1748363 6.4479858 10.0021727 10.1537225 4.7986053 7.3736534 6.6311494 11.4574051 10.5287628 11.2557909 12.5662470 10.1190519 10.5070057 10.6765527 11.5001862 7.6339216 6.1937442 9.6151082 10.3748970 0.1937087 -1.3913800 3.0010996 10.7692840 11.0668888 9.7354866 3.5156746 9.1175673 7.2952831 10.0506889 TCGA-B0-4706 61 1 65 NA kidney stage iii t3a nx m0 male 2007 26 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 1 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.109764e-06 3.468013e-07 4.54545454545455 29.5454545454545 20.4545454545455 31.8181818181818 13.6363636363636 9.0004122 10.9103305 9.4494227 7.2733919 9.6322868 7.6380007 NA 8.4719105 8.6704219 NA 2.7760197 6.3132186 7.0169509 10.1098201 9.9409868 10.6609822 11.6785879 5.1941659 9.0979502 11.4121884 12.8262618 14.2621131 10.6004506 11.3625816 9.4486101 9.4989278 6.4031995 12.2782024 6.9496271 -1.3448314 9.7771812 9.6164564 10.4326731 10.7871852 4.6322857 2.4623665 8.7237852 9.9786245 10.8401920 8.6236738 6.6773743 9.2028653 9.6528919 10.7062157 6.5618974 8.7021308 1.9769501 10.5641499 10.3939435 9.0441004 8.4831434 0.2400090 9.6055627 10.5079264 10.2205850 7.8910212 -1.3448314 10.7949642 1.8629076 9.1719774 8.3327263 1.9769501 10.2224876 9.4132300 8.9780615 9.2982768 0.6549854 5.8448325 8.4445404 2.6550083 11.7462769 11.2246251 9.4073874 6.5253720 10.0893328 11.7318224 10.6422708 8.8047538 10.5956874 15.9966993 9.7391507 8.6308546 9.3897165 5.1144378 9.7977521 7.6884301 10.8336717 5.4231916 12.0231040 4.0555427 8.2092886 9.8771979 10.4627642 8.8497635 2.7424590 10.2380895 8.2934427 12.6287042 6.7791284 14.7111618 8.3060585 10.4360796 9.4322621 11.5624608 NA 6.7687494 11.6344320 11.6749449 9.2201089 2.1144337 8.5145417 9.3033643 9.2577056 10.9984701 8.2511964 8.6265505 8.5678960 8.8814190 4.6322857 9.3769604 8.2437214 9.2076760 10.6627349 8.8398821 7.6966657 11.1871776 10.0064982 12.3141108 0.2400090 3.8644635 10.4404592 8.6592274 9.4926347 9.6279865 -0.3450146 5.8644610 1.4623665 14.3062547 8.5768479 11.3922541 12.2889102 7.9194491 9.6641356 10.1598258 2.9029418 7.2286542 10.5207401 10.5772195 10.0467873 11.7436626 10.2028653 8.3743957 6.1628022 10.8296205 8.2248622 4.1785712 6.8546789 9.0473243 3.6091994 -0.3450146 8.9622077 11.7237851 10.2952517 10.9369368 9.1368063 4.4623599 10.2738511 8.4878967 11.0205582 8.5857441 6.3761063 10.2305460 8.7075748 5.4751854 9.5153178 7.9610682 11.2786597 10.9752433 11.7123217 9.6608559 11.9298217 8.9369368 10.1493624 9.5384138 8.9542149 NA 8.6535971 11.1098201 10.8844415 8.1659883 10.6171798 10.4165580 9.3397554 10.2076760 11.6173606 11.1871192 8.1205733 9.7418066 8.5423188 5.4623632 7.4031995 3.2399632 9.0300463 6.2324363 13.0418124 9.7284789 9.4671841 10.4260836 10.6015476 9.3981582 5.5738713 11.2421960 9.0267835 7.7184020 9.7563260 3.5619004 5.6994017 7.9076724 4.4623599 4.5857437 3.6091994 9.6322868 6.8497641 10.0397905 6.6283303 -1.3448314 -1.3448314 10.8426682 10.6901496 11.9058973 11.0349266 12.3062828 7.7129988 8.4330016 6.0649066 11.3537114 11.2212987 10.1824837 11.5705127 3.6091994 NA -1.3448314 9.8423588 9.0125589 9.5731247 5.5376502 12.4312342 13.6330916 11.0438313 8.4663975 10.2929901 -1.3448314 -1.3448314 -0.3450146 NA 14.3311016 7.4198785 9.1448548 11.5511500 -0.3450146 8.2511964 8.4609280 10.6627349 8.4231911 10.7742721 9.5879597 8.9461776 9.4623618 9.3922541 11.0120089 10.0733865 9.5330577 10.4639710 7.8862282 9.7546833 7.0037349 11.5120158 4.0473203 7.9907099 10.8735700 0.00273490 0.63299000 0.02062300 -0.00678130 -0.00938820 0.00152550 0.00000000 0.00944910 -0.00553750 0.01279500 0.01279500 -0.00027724 0.00235810 -0.00013862 -0.65501000 -0.65501000 -0.65501000 -0.65501000 -0.01794100 -0.00778060 -0.00705760 -0.00423980 -0.00370030 -0.00370030 0.00000000 -0.00180140 -0.01601700 -0.01216200 0.03228100 0.01460900 -0.00553750 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.790075 7.228654 8.907672 7.532843 2.902942 9.644401 6.990397 11.179798 9.327432 11.771502 9.914750 2.462366 6.327432 10.057486 5.298864 8.743795 10.026783 8.707575 0.240009 8.160818 3.976932 -1.344831 8.781711 8.989280 11.523339 10.660982 11.461605 7.150862 1.976950 -1.344831 2.902942 10.698376 7.623674 8.997082 0.240009 7.348494 9.5618974 10.4306171 8.5098751 10.9159263 9.0256941 5.2988636 10.0419470 4.4363684 10.0037349 9.1951347 6.9217933 6.9450259 9.9593581 8.0473241 12.4250512 10.7566542 10.0131085 13.2098954 13.4195156 6.5857437 8.4542886 9.6048336 5.7842893 9.4934228 6.5857437 13.4071261 8.6451108 9.4559066 7.3623656 5.0125597 9.6585246 8.6815301 12.4974554 10.4723902 12.3141108 9.3803730 7.0601479 9.4231911 10.6620340 7.9194491 15.5724488 11.7436626 11.5511500 13.6226834 10.3671039 1.2399479 11.9078200 9.6243934 10.3322860 7.9610682 8.2493316 10.1780786 12.4344184 10.1965875 11.2023834 4.2697139 7.2733919 6.6550069 10.6860187 12.7239530 7.3450051 0.6549854 0.6549854 9.6265503 11.9857836 11.1499074 7.5036294 10.3943655 11.4289702 12.0177725 10.6609822 11.4121884 10.6004506 7.5253712 10.0733865 5.4751854 9.1805276 7.2770586 10.0521466 6.5618974 8.3502351 11.8890473 8.2057537 11.0403300 10.2898179 3.4098932 12.8803649 6.8807920 6.4363668 9.8673572 9.6258317 9.5044118 2.5618882 8.7517218 9.7900748 8.3415073 11.9499147 5.7739489 10.7690744 11.7609153 3.9769318 12.0356032 11.4188416 10.4375955 3.2988636 11.3298611 9.5842652 3.1785712 9.6472371 8.9542149 7.9123948 8.8199137 9.1368063 9.3103585 3.9029322 8.2880018 5.7635311 11.1098201 10.5303722 10.6637855 13.0418124 10.1528586 10.7897539 9.7563260 11.2966070 7.6322864 5.7945588 10.6175414 10.4957847 -1.3448314 0.6549854 1.2399479 10.4227774 12.7919603 8.5299880 6.8047544 8.2511964 8.0430240 10.1113612 TCGA-B0-4707 63 1 600 NA kidney stage iii t3a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 100 0 7.8410076 10.9148859 9.8000861 9.1967693 10.1081116 3.8843635 6.6251214 9.4248448 9.0979160 NA NA 6.1282893 4.3368761 8.6194299 8.8628487 10.6469646 12.1027678 5.3368761 9.4112235 9.7357843 12.3422847 14.7020377 10.3702991 10.7612040 7.4502174 9.1501641 4.8843635 14.4219910 5.4177951 NA 9.0835197 10.8428404 10.2748723 9.6406569 2.4437923 2.8063653 10.4913048 9.9310572 9.2232763 8.5582772 7.5493257 10.8336531 9.6560272 10.5855335 6.0627003 10.4161557 7.0458274 10.4795723 10.3141561 8.5993323 8.6504569 1.9583601 8.4598037 10.4324760 9.9939885 7.8262612 2.0640551 9.9287580 0.6364506 9.6532448 8.2437667 3.8843635 10.7065573 9.2892814 8.3506820 9.8379232 NA 4.4944156 9.5686512 2.8063653 11.9895832 11.0912498 7.7605576 3.3368832 11.3589963 9.8237885 11.2176370 8.7887213 10.8908745 16.1259551 9.4161557 7.2213986 10.5350378 5.7238998 9.1871833 7.0958685 12.8682576 7.1910256 13.0607339 3.0958738 9.7621470 9.5978861 8.4661593 8.7370986 4.2802957 9.6364365 8.0876474 12.5873568 6.4308523 13.7500492 7.3229367 10.2682683 7.9078995 12.1939001 NA 6.4437906 12.1225172 12.0282170 8.1833307 1.2213822 9.1162166 8.9695917 10.2748723 11.1857398 8.2982143 8.2213991 9.1162166 8.6022208 4.7657204 9.2712475 9.1736549 10.1009821 10.4421803 9.0793800 7.5373031 11.7218259 10.5289792 13.8329617 4.5433288 4.2213976 10.8879188 9.0710646 9.2493050 9.7238993 NA 2.4437923 3.3368832 14.3456818 4.6808307 10.7357842 12.3279618 8.1639133 11.0131045 10.0373158 2.2214131 6.8748412 9.5716015 10.4275993 10.5928125 11.4095756 10.2316939 7.2138654 6.2946483 11.3203083 6.2062916 4.4437923 2.8063653 9.8434508 7.5848039 NA 10.0511216 13.2678408 9.9851645 12.3044349 8.9287579 4.3805979 9.7747082 8.0244538 9.4345842 8.2326262 8.3159167 7.9447753 6.6917184 5.6137173 9.1322915 7.5848039 10.6753554 11.4637791 9.6036627 10.2604184 11.5774840 8.8961798 9.5068011 9.1060782 12.0912497 4.5433288 7.7185856 10.9102320 11.3562573 8.7136793 10.1736548 10.9143049 8.8580236 9.2712475 11.5335255 10.5121858 5.6137173 9.7670070 8.9949117 4.6364390 8.1202524 1.6364506 8.3334041 6.1910256 12.6206768 10.2316939 8.1948573 10.5949892 10.9961860 8.3368761 2.4437923 10.8536731 8.6917187 8.7937834 9.9413581 3.2213976 3.3368832 5.3643553 7.7238991 9.6903623 3.7238971 9.0814512 6.1121705 8.7370986 7.6098177 2.6364274 -0.3636422 10.8525759 9.8902839 11.4713025 10.8471078 12.1335398 9.8973560 7.1263648 7.6475520 9.4340980 10.3523984 9.4029654 10.4944174 1.6364506 -0.3636422 NA 10.6172900 9.3455201 8.3643571 3.8063653 11.5282201 12.3472428 10.0298269 6.7956007 10.2428416 NA -0.3636422 NA 1.6364506 13.3312296 6.6917184 8.1599984 11.7804573 1.2213822 8.3123934 8.5305265 10.3871434 7.6532449 10.1814009 9.9884798 8.7785434 9.9137237 9.0093015 11.1580369 11.1673304 8.7605576 11.0378493 7.1986788 9.8688573 5.8063602 10.1560727 3.5709486 9.3719247 11.6756982 0.000000 1.290300 0.026373 0.596020 0.322530 0.345670 0.011261 0.299870 -0.017391 0.000000 0.000000 0.000000 0.370840 0.045282 -0.268650 -0.307370 -0.290830 -0.290830 -0.285250 0.616070 -0.301060 -0.648370 -0.626270 -0.626270 0.011261 -0.306860 -0.293360 -0.317510 0.222830 -0.353850 -0.017391 0.000 0.000 -0.305 -0.305 0.298 0.298 -0.283 -0.299 0.000 0.223 0.223 -0.024 0.300 -0.090 0.279 -0.304 0.274 0.000 0.000 0.302 0.302 -0.314 -0.326 0.790 0.790 -0.269 0.000 -0.285 -0.285 0.603 0.603 -0.301 -0.301 0.323 0.323 -0.638 0.000 -0.301 -0.301 0.000 0.000 0.000 0.000 -0.305 -0.305 0.298 0.298 -0.283 -0.299 0.000 0.223 0.223 -0.024 0.300 -0.090 0.279 -0.304 0.274 0.000 0.000 0.302 0.302 -0.314 -0.326 0.790 0.790 -0.269 0.000 -0.285 -0.285 0.603 0.603 -0.301 -0.301 0.323 0.323 -0.638 0.000 -0.301 -0.301 0.000 0.000 11.5920863 6.7657190 7.1833307 7.6181175 3.4437923 9.8914649 13.1101422 10.9119033 9.4803574 12.0184984 9.8712538 2.4437923 4.9218409 9.2802927 3.3368832 8.4787866 9.9436373 6.6917184 0.6364506 7.7657197 3.8843635 NA 7.9264555 8.0585010 10.9285912 10.6469646 10.5457445 6.7025260 2.4437923 -0.3636422 -0.3636422 10.9008790 6.8361084 9.3728383 1.6364506 7.4177960 9.550822 9.411223 9.489746 12.007124 8.167818 6.350681 10.412047 5.095870 10.952718 9.941358 7.079380 6.175594 9.128290 6.903223 12.792678 12.175110 9.389653 13.143364 12.613895 6.391324 8.770863 9.865255 4.280296 10.041578 10.610134 12.944349 6.128289 6.128289 8.276681 2.221413 10.236349 8.862849 12.441979 10.011476 13.832962 7.971827 6.613716 11.085585 11.158527 8.163913 16.437564 11.409576 11.351540 13.627515 10.578951 4.028755 11.870655 9.565695 10.418616 7.584804 8.108111 10.655332 12.097404 9.707899 11.131792 6.144232 8.037316 5.865256 10.961742 12.603663 7.821312 NA 1.221382 9.941358 12.163669 10.686945 7.079380 10.192942 11.5902691 12.5629177 10.6469646 9.7357843 10.3702991 7.2946483 12.2511463 5.5433257 8.6698594 5.6808307 9.3246866 6.0627003 7.4693268 12.1055491 7.9493196 11.5244185 9.4128694 2.4437923 14.2208705 7.6352523 6.6808307 7.1274073 10.2232762 7.9628659 5.4944188 8.4787866 9.9310572 7.1521357 11.2986597 0.6364506 10.4227061 11.0260677 NA 11.2460769 11.3749509 10.2748723 0.6364506 11.0637492 8.7449610 7.3913235 10.0168974 5.6588056 8.3159167 5.8063602 8.9287579 10.9419624 6.9402173 8.4373364 4.7238971 10.9102320 10.9350718 10.0574493 12.6206768 10.3394748 9.5175503 9.9413581 11.4916942 8.0710649 5.7861834 9.9762864 10.1785009 0.6364506 -0.3636422 0.6364506 9.9172072 11.9439930 7.7501784 3.8843635 8.3123934 8.2621451 10.5175504 TCGA-B0-4710 75 0 NA 1755 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.872727e-06 4.855218e-07 11.7647058823529 14.7058823529412 11.7647058823529 47.0588235294118 14.7058823529412 7.9589557 9.9361353 9.1801439 7.7337522 10.3451422 8.0167537 NA 7.4678101 9.3607694 -0.4609653 2.4274989 6.3398945 7.4338133 10.3030376 9.4116703 11.1688074 11.7993269 8.2463544 9.0849253 11.7311341 12.3255713 13.9821724 9.9573752 11.7974142 8.5262594 7.5162752 8.0187755 11.2895872 4.7089211 NA 8.6091163 10.2241822 10.2605218 10.0467901 3.9652579 2.7869309 8.3829166 10.1958671 10.1064762 8.8057819 6.7963836 7.0546955 10.2758201 10.8498922 6.1314516 10.6406428 6.2254967 9.6376854 10.5744818 8.7533144 7.5696627 2.7869309 10.3523757 10.2972186 10.7377473 8.5488238 0.5390347 10.2104037 3.2793821 8.9850447 8.0955015 -1.4611639 9.8376308 10.2241822 9.0268355 9.4933153 -0.4609653 6.6158106 9.0116863 1.7089376 11.3046959 10.5888439 12.1890374 6.4458856 12.0754405 15.6012418 10.5724184 8.8705281 9.9058640 15.4535557 9.6191467 8.6211445 9.9767474 5.3334130 9.8393479 7.0507476 10.5779143 7.0187755 11.9247230 2.9429461 8.7390235 9.0348504 10.7875160 8.7089204 4.8243962 10.4185786 8.2184756 12.3199452 7.6264581 14.3543759 9.2972187 10.9704512 7.4608359 11.0012420 NA 5.5389944 12.1576103 12.4055982 8.5018913 5.1088506 8.2787761 9.2272458 8.5262594 12.1261869 10.2741283 8.7508838 9.5333488 9.5861194 NA 9.7447886 8.8461962 9.1710817 10.2711628 8.2167148 7.9547372 11.7665196 9.8710320 12.2761371 3.1239641 9.3726762 9.8904868 9.5115517 8.4139769 9.8433467 -1.4611639 6.8518789 1.5389851 13.6482547 7.4931918 11.0071103 12.6385898 9.5874822 9.0368473 9.0964590 3.1239641 7.1719904 10.8382034 10.9961197 9.6023904 12.0303387 10.6221423 8.9302391 8.3891822 10.7120479 4.0625535 2.3463613 7.4124394 8.3797734 5.6264596 -0.4609653 9.4338133 12.4642717 8.5119752 11.1963139 9.4689934 4.0625535 11.3938638 8.2821469 9.4331387 8.7362122 7.3907442 9.5177058 6.1900479 5.8391181 10.1945262 9.0615769 10.7542250 10.7114229 12.8763385 9.0958176 11.7984444 8.9694478 10.3166617 9.7636001 11.0007306 0.1239310 7.9963763 10.5888439 11.5778750 8.3810787 10.2078804 11.1626483 9.0278397 10.4500128 11.1105110 11.4502001 6.0147280 10.0293449 8.5243964 6.4155119 7.3495670 1.5389851 9.3687182 7.5969873 12.8621205 9.3228122 8.7569532 10.3778054 10.5710411 9.4292596 9.0328508 11.0000297 9.1963139 7.5751694 10.1678965 3.5389975 4.3969746 7.7263476 1.3463613 8.0625573 3.3894980 10.0081284 6.5105395 10.5729414 7.3542503 NA -1.4611639 10.6909633 10.3297512 11.7944666 10.9968892 12.4150326 9.3607694 9.5725767 6.2854429 11.8988822 11.7415784 9.7064135 11.6564762 -0.4609653 0.5390347 1.1239310 9.6151430 8.7774000 9.5432159 2.1239641 14.5140149 13.2348761 9.8932448 7.1765621 9.9552651 -0.4609653 0.8609231 NA 0.5390347 14.1172796 8.6023904 9.4016328 11.5777430 0.1239310 8.3623625 9.5623686 11.2917942 8.1164240 10.6960264 9.7325207 9.5091012 9.0086373 9.1389081 11.3234257 10.7542250 10.1079015 10.9047711 7.5969873 10.1064191 8.2498018 10.8356249 5.0404366 7.7261991 10.3778054 -0.00373950 0.36215000 0.00000000 0.39483000 0.37528000 -0.01436600 -0.01536900 -0.01202400 0.03467700 -0.00373950 -0.00373950 -0.00373950 0.36215000 0.35392000 -0.81178000 -0.81178000 -0.81302000 0.00000000 -0.41267000 0.39961000 0.00097064 -0.01436600 -0.39308000 -0.39308000 -0.00940460 0.35088000 -0.41058000 -0.00664320 0.00430210 0.34307000 0.03467700 0.000 0.000 0.351 0.351 0.368 0.368 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.343 0.343 0.000 0.000 0.000 0.000 -0.413 0.000 0.362 0.362 -0.812 0.000 -0.413 -0.413 0.400 0.400 0.000 0.000 0.375 0.375 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.351 0.351 0.368 0.368 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.343 0.343 0.000 0.000 0.000 0.000 -0.413 0.000 0.362 0.362 -0.812 0.000 -0.413 -0.413 0.400 0.400 0.000 0.000 0.375 0.375 0.000 0.000 -0.393 -0.393 0.000 0.000 10.2411681 6.9984268 9.7587689 7.0670976 2.5389851 9.3797732 10.2596671 10.1013523 9.7821694 11.0100482 9.7857359 1.1239310 6.5047793 9.7057862 4.9652579 8.3734664 10.9974020 6.1900479 1.7089376 7.8654246 4.4216407 4.4216407 8.4712102 8.6435943 10.7192527 11.1688074 10.5698729 7.3623629 3.3969815 NA 0.5390347 9.9829749 8.1701724 9.2158339 1.3463613 6.8877239 9.712672 10.326490 7.905318 10.645231 9.311310 4.728818 10.720769 7.026835 10.151403 9.953152 7.362363 7.326898 9.869352 9.116424 13.009972 9.961586 10.271163 13.811261 12.713219 8.032851 8.048770 9.215834 7.683654 9.513410 4.998426 13.357927 8.453381 7.277087 2.786931 -1.461164 10.478942 8.802265 13.339188 10.472317 12.276137 9.881070 8.182852 6.944137 13.039028 9.587482 16.219259 12.030339 11.844202 13.336961 10.974405 2.123964 11.300339 10.860923 10.558934 9.061577 8.734983 10.139838 12.603233 10.496097 11.548990 2.626462 7.300547 6.566902 10.608109 13.051798 7.355979 5.433814 -1.461164 12.062067 12.336252 11.371561 7.409360 10.738361 11.691597 12.841420 11.168807 11.731134 9.957375 7.277087 10.041330 6.728820 8.696342 7.026835 10.239002 6.131452 6.253241 12.508339 9.198099 11.517348 10.489916 2.239429 13.233571 8.107179 6.829015 9.456345 9.853012 9.779787 3.824401 9.412439 10.818896 9.053710 10.750580 5.833616 11.369709 11.029846 3.626462 12.232700 10.946529 10.109325 0.123931 11.573622 9.685564 5.266918 9.521276 7.642284 9.194526 8.427739 9.468993 9.402756 7.142622 9.158298 5.939875 10.588844 10.170627 10.701072 12.862121 10.201219 11.218915 10.167897 11.169262 7.002520 5.728821 10.194526 10.224182 3.182851 4.878843 1.538985 10.317483 11.610585 9.797561 4.293885 8.362362 8.849608 9.667634 TCGA-B0-4712 76 1 1337 NA kidney stage iv t3a nx m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 1 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9330164 7.3480536 9.4926293 11.6390440 8.7824567 10.8124394 7.2132773 10.8552484 10.3234757 10.0957024 6.5848573 4.5171119 11.1520627 10.4455735 10.2801967 7.8166720 NA 10.5839671 -0.1832774 9.4903788 8.2637556 3.3402347 10.5918711 9.5471425 8.2616874 9.9291835 0.8166407 5.8166714 10.3538907 3.3402347 11.2562435 9.6175722 10.1884489 4.6993129 10.4723059 12.7386062 10.8149101 10.6625544 10.6889624 16.2946677 8.7175390 7.7679573 8.0478933 4.1020786 8.2239399 6.9199597 11.4444341 8.8678813 12.5617163 1.8166816 8.6422990 7.8334809 9.0224655 9.2812181 3.8610621 9.8180804 9.4405538 11.4403252 7.3903195 15.0471600 7.0598463 12.4136889 8.7310573 11.4941717 NA 8.4295406 14.5917167 9.9427315 7.4165847 3.4016305 10.2250020 8.5581394 10.5227366 10.6013072 8.5309178 7.9382058 8.2944305 9.2014560 4.1386015 9.9714904 8.5223045 8.9928455 10.3140252 9.1840871 6.6558756 12.0450265 9.0622251 14.0667856 4.7939531 NA 10.1238731 9.9407935 9.1101440 9.6256365 NA 3.8166714 1.1386179 14.6229198 11.3662164 10.3945731 8.5682165 7.7591865 10.4717558 10.6908852 4.2429378 4.6993129 10.7705050 9.6862661 9.9740193 11.4468006 10.0089651 8.1204530 9.9206158 11.8714462 5.1204515 4.7708660 3.1386015 8.9094293 4.0645984 -0.1832774 10.6292508 13.2750789 9.1775195 8.2239399 8.7939521 3.4016305 9.3635667 8.5748955 8.6985661 1.9865930 8.0857991 7.8528459 7.4091295 6.1653995 9.3683805 8.6320555 10.7171618 12.9055433 11.4659285 9.9343154 12.8333935 9.3125272 9.2974624 10.5694711 7.9765435 4.2429378 6.8988214 10.9300889 6.4665749 8.4200019 8.3654944 11.6035545 7.6590226 9.7932364 13.3038843 11.3318793 6.7708687 11.2310933 8.4051619 6.5240308 8.0951216 0.8166407 7.8692403 6.0064978 12.6913655 10.1261487 9.2303003 11.3145241 10.2089898 8.9014806 2.2761095 11.0227160 9.8596995 8.0717010 8.8841067 2.2761095 4.8827604 7.5547646 2.1385851 7.1609686 2.5171245 9.6175722 5.3402347 11.7297655 7.7414845 NA -0.1832774 10.1459081 10.2539042 11.0382594 10.6094626 11.0184899 7.8138517 7.1649140 5.0315761 10.5036105 11.2038818 9.8988213 10.0034056 -0.1832774 -1.1834413 NA 9.9465993 10.1267170 8.1654005 6.3244668 12.3094018 12.8374786 10.6734868 8.1875124 10.2969576 NA 2.4016305 -0.1832774 NA 14.0270773 7.7084563 8.4820081 11.8235243 NA 7.1295550 9.6249045 10.9333411 5.0454910 10.4645804 10.9803220 8.6793098 8.8348724 9.5723944 11.3572847 10.2730267 8.8800674 11.6989332 7.9562234 9.0236867 8.3538905 9.9555839 2.2761095 6.9157049 12.0668226 0.108770 0.094927 0.451900 0.506610 0.444260 0.118140 -0.263960 -0.212180 0.000000 -0.055469 -0.895490 0.108770 0.094927 0.094927 -0.273050 -0.271050 -0.271050 -0.271050 -0.262520 0.513090 -0.274630 -0.285600 -0.248990 -0.248990 -0.263960 0.089272 -0.269410 -0.260590 0.475290 0.036653 0.000000 -0.264 -0.264 0.000 0.000 0.425 0.425 -0.263 -0.252 -0.254 0.475 0.475 -0.212 -0.212 -0.244 -0.244 0.000 0.000 0.000 0.000 0.437 0.437 -0.249 -0.236 0.000 0.000 0.183 0.454 -0.263 -0.263 0.507 0.507 -0.268 -0.268 0.444 0.444 -0.512 0.118 -0.249 -0.249 0.000 0.000 -0.264 -0.264 0.000 0.000 0.425 0.425 -0.263 -0.252 -0.254 0.475 0.475 -0.212 -0.212 -0.244 -0.244 0.000 0.000 0.000 0.000 0.437 0.437 -0.249 -0.236 0.000 0.000 0.183 0.454 -0.263 -0.263 0.507 0.507 -0.268 -0.268 0.444 0.444 -0.512 0.118 -0.249 -0.249 0.000 0.000 10.0640064 6.5309182 9.0705197 6.8724422 -1.1834413 8.7708687 12.5042667 9.8007061 9.1193113 11.7831904 10.6664683 -1.1834413 6.3244668 9.5420386 3.6240307 5.9765446 10.1720234 7.4091295 0.4016305 6.2842772 5.3865282 2.1385851 9.2175518 4.6993129 9.5727533 9.7533102 11.9877036 8.5598237 -0.1832774 NA -0.1832774 9.8138517 7.3941008 8.9828353 -0.1832774 7.3284245 10.282749 9.921271 8.609462 10.568216 8.006497 5.571559 8.935613 4.208993 10.038863 9.959418 6.578223 7.788216 10.283768 8.471308 13.138671 11.494392 9.857647 12.822998 12.562557 6.693189 9.607835 9.970858 9.117025 9.474884 5.966419 13.581337 7.506670 6.544592 8.680858 6.174225 11.762665 9.697021 13.229308 8.106691 14.066786 8.320498 6.474884 11.439868 10.427697 7.759186 15.195848 11.446801 11.726940 13.835655 10.502735 2.276110 10.712626 8.679310 11.697786 8.632056 7.276104 10.457821 12.168578 10.633256 11.590430 4.026127 6.649562 4.770866 11.272770 11.820893 5.914703 2.401630 -1.183441 11.859700 13.532956 10.491606 7.088135 9.954304 11.3321257 11.5943386 9.7533102 9.4659286 10.1764219 6.7355357 12.8059781 5.7939531 8.9238893 5.0645984 9.5807146 8.7824567 7.6746534 12.3447515 8.7766742 11.6812454 9.5723944 3.2761095 12.6197944 8.6011925 7.0834591 8.5640428 10.2994803 9.3770051 2.9865930 8.1020744 9.9721230 7.4026489 12.3976374 5.9865975 12.3275601 11.7763121 -1.1834413 11.6025334 11.3002362 10.7019874 -0.1832774 9.9822074 8.4109969 3.1386015 10.7182935 6.9407940 8.6208034 5.8827604 8.7939521 9.1905163 6.0163448 7.9587795 4.9459541 10.9300889 11.0755327 10.5192779 12.6913655 10.6688116 11.4077271 8.8841067 11.3085254 8.0382595 5.3244686 9.8596995 9.6070208 3.4016305 NA 0.8166407 11.2079159 10.7438392 8.6746534 0.8166407 7.1295550 9.2154160 9.7310575 TCGA-B0-4713 76 1 202 NA kidney stage iii t3b nx m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 3 2 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2641229 11.2733933 6.0883727 3.7941871 10.3177076 10.0857449 11.5851983 9.1297935 9.5743006 16.0795927 9.7249278 7.1634243 11.3773628 4.5311569 9.0493315 7.5817821 11.9064438 6.2966905 12.5626899 1.7238206 8.5408615 9.5375822 9.3531579 9.1092323 3.1023054 9.9840151 8.4813579 12.8454642 6.6964933 15.7393145 7.4131007 11.3378299 7.8776062 11.7640909 -0.5981511 6.1023138 14.0843190 12.1323432 8.5642642 4.7594275 8.4435321 9.2379234 10.4165910 11.3440209 8.5566911 8.2188567 8.8091408 8.5234067 2.2092350 10.1144001 8.6161923 9.9726774 10.9091722 8.7855774 7.2660594 11.8874257 9.3370380 13.2611166 3.6497994 3.4018762 10.2875694 10.1416536 9.1979126 9.4489969 -0.5981511 5.1832324 3.4018762 14.6910634 5.3326113 10.4645938 13.9196039 8.4840221 9.3604257 9.7963357 2.7237988 6.7327902 7.6639679 10.1280911 10.2536220 10.7835944 10.0716439 7.7594248 8.3820127 10.7367050 5.3791531 3.6497994 2.9868296 9.7844971 2.8613003 -0.5981511 9.1450245 13.5085178 10.3912675 11.4328849 8.7506011 0.4018489 10.1229723 8.0778299 8.3395116 14.1911519 6.5208135 8.9175729 8.5337300 6.4018728 10.6745028 7.5817821 9.9612501 11.1815924 10.5031922 9.4145115 12.1519519 9.3102656 10.5388641 9.6651422 11.6309922 8.1766599 7.4242410 10.5855084 7.7069774 9.2324833 8.9717286 10.9244546 9.1005777 10.0618689 12.3914449 10.5362994 5.9717298 10.6270805 9.0378088 5.0742999 7.0312298 NA 7.8937262 5.8448175 12.7908321 9.8102027 9.8613047 10.2645104 10.5929323 7.4131007 3.6497994 11.2512781 9.1617612 6.7417231 9.6987892 0.9868114 4.4893374 4.0457313 6.3905576 11.7613481 5.2598525 10.4578333 4.9254346 8.9116481 6.9096675 0.4018489 -0.5981511 10.7456140 10.4200732 11.3285397 10.9502133 11.0605308 11.5025354 6.9868353 5.3269220 9.6616164 10.7433919 9.9332545 10.6378872 NA NA NA 9.6234601 9.8396250 8.7350283 9.1246807 10.7605243 12.3951653 9.5792926 7.5578550 10.0017859 NA -0.5981511 NA 4.2598525 13.2787736 6.2845160 8.3473171 10.4283965 NA 7.8365011 9.2520598 11.0211760 8.2629597 10.9793019 10.7472783 9.1799501 10.2180568 9.1684019 11.4813578 11.5263175 8.4489971 11.1580124 7.1567606 9.0092033 7.2027733 9.6779974 3.7941871 9.2287870 11.1152596 0.2351900 0.0860880 0.4904400 0.7343500 -0.0088526 0.4563200 -0.0030475 -0.0206870 0.0123760 0.0227250 0.0105640 0.2351900 0.0820790 0.0860880 -0.4558600 -0.4558600 -0.4558600 -0.4558600 -0.0157410 -0.0069195 -0.0136770 -0.1883600 -0.0334050 -0.0334050 -0.0030475 -0.0040667 -0.3654600 -0.4468500 0.0234260 0.0169850 0.0248290 0.000 0.000 0.000 0.000 0.409 0.409 0.000 -0.447 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.456 0.490 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.268 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 -0.447 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.456 0.490 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.268 0.456 0.000 0.000 0.000 0.000 10.5585882 8.3027399 8.3734168 6.4571559 NA 9.3762876 8.3589751 9.6458443 8.6306916 11.9027896 9.8907174 0.9868114 5.2347619 9.7113493 0.9868114 8.3443873 10.4039848 8.5337300 -0.5981511 7.5051605 4.7941923 1.7238206 8.7506011 2.5717981 10.5045836 9.7056538 11.5442577 7.2966905 0.9868114 -0.5981511 2.5717981 9.7170226 7.1634243 9.7952635 NA 7.3443873 9.520814 10.056509 8.743948 11.378437 8.077830 5.045731 9.774738 5.794190 10.246579 9.652171 7.296690 6.284516 9.824989 6.259854 12.598321 12.105993 9.358975 13.110849 13.668074 6.561745 7.857200 10.008278 5.183232 9.335564 8.883672 12.708362 7.272238 8.202773 6.045729 2.571798 10.717589 9.036684 12.470651 10.011052 13.261117 8.320736 6.435295 11.978357 10.467289 8.484022 16.037449 10.783594 10.860280 13.975165 10.705654 3.102305 12.105560 10.740609 10.538223 7.581782 8.136583 10.886192 12.040083 10.219656 11.437360 5.016581 7.102313 4.986834 12.091434 12.134676 8.326686 NA NA 10.287569 12.344571 10.938004 6.591697 9.852053 10.5585882 12.1828228 9.7056538 10.4228530 9.9583791 7.1297930 12.0903419 3.3087686 8.5516202 6.2722379 9.2076169 7.7941903 6.8197257 11.6639444 9.6733361 11.3687389 9.3502402 3.4018762 14.4994114 7.4329260 5.7941897 9.1149846 10.9096677 8.6354929 4.5311569 8.1500661 9.7649127 6.6015450 11.9461130 3.8613003 10.9106582 10.5350153 2.2092350 12.5087631 11.1285170 9.8123245 1.4018489 9.1075053 8.6426644 5.0742999 10.0339595 5.3087649 7.2027733 6.6686595 8.7506011 9.7758583 6.3087631 8.3147622 4.4893374 10.5855084 10.4039848 10.1467069 12.7908321 10.6791605 10.9807174 9.6987892 10.9929278 7.0017854 6.1962884 9.6486136 10.2822219 1.9868478 1.6345468 -0.5981511 9.8385845 12.1066370 7.8937262 2.5717981 7.8365011 7.8572004 10.3296511 TCGA-B0-4714 81 1 99 NA kidney stage iv t3b nx m1 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 3 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.95685572 10.64385619 9.03458330 7.27384967 9.71882995 7.96207063 NA 6.89914300 8.96207092 0.04026122 2.48382867 6.80178077 7.99733193 10.51444275 9.94335847 10.64246476 11.91751399 5.06259666 9.77578590 11.73502302 12.29909028 13.58221576 10.34001029 11.38785120 9.50579627 7.34856883 7.14875416 12.43938092 6.78169674 NA 9.17208692 9.37114673 10.48576210 10.39061664 4.59481724 2.04022615 8.64940852 9.57258579 10.67821314 8.92592615 6.45808174 6.24968236 9.66502531 10.07777681 5.95909315 11.19092913 3.62518865 10.64107199 10.10092576 8.47068246 9.55691486 1.84759610 11.20230641 10.68588830 10.03033387 7.86677819 -0.95987908 10.55486499 1.49968009 9.14482850 8.26904858 1.84759610 9.85801302 9.77070006 8.66228171 9.44540331 -0.95987908 7.63268700 8.50987158 1.04026122 10.92554487 11.76815028 6.72673042 5.69844076 10.72831842 9.89041675 10.81707407 8.68939632 10.16564329 15.47929776 9.36103029 8.20262097 8.76474357 5.65493957 10.16111563 7.86677819 11.06640744 5.14875518 11.23990219 3.56065382 9.28114044 10.22943663 10.91904714 9.18105955 2.36216126 10.03882025 8.15136569 12.19251469 6.81501689 16.00090686 9.32794218 10.78150299 8.08462399 11.54752897 NA 2.04022615 13.52681350 11.81192565 9.07502876 5.99442585 8.39116882 9.71442207 7.43254691 10.95087254 8.31635440 8.83139276 8.48524487 9.01750969 -0.95987908 9.66867530 8.73545821 9.52605922 10.47277175 9.53208295 7.61008582 11.51988885 9.50068575 11.86955618 1.36216126 3.12769931 9.67504086 8.46462702 9.70911484 9.88258024 -0.95987908 7.67685412 3.43254524 14.17248857 8.88415098 11.65148524 12.80924117 8.34401045 9.79761987 9.90750857 4.08462558 7.48731269 10.06675332 10.44057562 9.63735122 11.20096479 10.43522832 8.86677819 9.13166510 10.66411133 6.54007533 3.62518865 2.21013946 8.69307465 2.49965458 1.36216126 10.13760355 12.25454896 9.74153625 11.50145348 9.36441047 4.62519449 10.86598367 8.29997313 10.48747841 10.37562019 6.80841466 9.65125462 6.07365317 5.23005311 9.74586219 8.20513686 11.00637475 11.28607959 12.74478196 9.46820268 11.77154889 8.91828068 10.01105474 10.52454926 10.44324185 -0.95987908 8.34401045 10.88336574 9.84107320 8.14870180 9.67231625 10.93845334 8.96355735 10.07502876 10.78001049 10.89353938 6.46649498 9.76559607 8.47935426 5.56379268 7.00023217 2.36216126 8.29052808 6.46649498 12.58277811 10.32851921 8.35990195 10.91943014 10.46124266 9.25818747 7.90131705 10.74386524 9.07914874 7.99733193 10.06259760 1.04026122 5.14875518 7.69128150 5.87311924 5.32563106 4.59481724 9.85721343 6.91674653 10.14810080 7.45191003 -0.95987908 0.62517696 10.66365416 10.26664203 11.93106409 11.11637736 12.48083952 7.03458330 9.21245723 5.94688055 11.09279790 10.72848016 9.77493939 11.58688317 -0.95987908 1.62517696 NA 10.11637736 9.09415582 9.95461495 5.56379268 12.47863186 13.99419890 10.61150844 8.37745045 9.71177089 -0.95987908 -0.95987908 NA -0.95987908 14.55829897 7.82486457 10.12835553 10.90286724 NA 8.82649955 8.61537179 10.82690785 8.89821077 10.73153720 9.32909601 9.57063616 9.21265736 9.18997697 10.87391061 10.09415569 10.15981950 10.45755500 8.43897353 9.97680897 7.42824710 10.51899948 5.20191610 8.87237631 10.98457589 0.00489470 -0.00660660 -0.00798790 0.52368000 0.50567000 -0.01102300 -0.00840210 0.01618300 0.04716400 0.00489470 0.00489470 0.00489470 -0.00660660 -0.00660660 -0.57444000 -0.57444000 -0.00798790 -0.00798790 -0.01749200 -0.00922300 0.00197840 -0.02298100 0.01954000 0.01954000 -0.00840210 -0.00093355 -0.00812590 -0.00176480 0.00000000 0.01800000 0.04716400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.000 0.000 0.506 0.506 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.000 0.000 0.506 0.506 0.000 0.000 0.000 0.000 0.000 0.000 10.32273916 6.71265493 9.62706963 7.48772670 1.04026122 9.16176325 5.78169805 10.62670378 10.18997697 11.45054603 9.73632802 2.49965458 5.87311924 9.64478300 4.68408374 7.85401124 11.39997939 6.07365317 1.04026122 8.18743472 5.14875518 1.36216126 8.65861531 5.61008582 11.46215526 10.64246476 11.15567019 8.82486457 2.36216126 0.04026122 3.21015505 10.03952529 8.19504783 9.23128911 0.04026122 8.66593881 9.66319676 10.32331816 8.49966135 10.11504027 8.73197336 5.44962080 10.29702825 5.10631900 9.24968331 9.70645388 6.28815735 7.23498695 9.54206706 7.15397249 12.05947307 10.86240234 10.04515256 13.65580201 12.91981310 7.25454869 8.39116882 9.25697572 7.40217387 9.46754279 7.73719731 12.92430495 8.81666274 9.92210848 5.46649335 1.36216126 9.77239722 8.18743472 12.61942791 11.07468491 11.86955618 9.44004172 7.14351791 10.79636917 10.33599879 8.34401045 15.05527459 11.20096479 11.18870641 13.54579332 10.67367920 -0.95987908 11.75833458 9.23375531 10.43308391 8.20513686 8.21515535 9.84597374 11.70933635 11.61127139 11.11871427 3.12769931 6.67685412 6.53208314 10.35820767 13.09864444 7.20010116 0.04026122 NA 9.81584005 12.43710217 11.26442753 7.48731269 10.56379182 11.48446827 12.22804583 10.64246476 11.73502302 10.34001029 8.01750997 10.53458546 5.65493957 9.08598943 7.89197868 10.09211849 5.95909315 8.35537929 12.31905822 8.02891443 11.33513775 10.88728719 1.04026122 13.19891841 7.60079232 7.13826156 9.59359038 9.87311985 10.17401423 4.99442585 8.09007854 10.20387946 8.43469244 11.59313907 6.16951217 12.41255079 11.16241072 0.04026122 12.60747296 10.99515313 10.65953278 3.04022615 11.93618375 10.15527350 4.84758608 10.23806086 9.06120970 7.43254691 8.31867928 9.36441047 9.74327697 3.49966733 9.09415582 5.56379268 10.88336574 10.41581232 10.72935427 12.58277811 10.11570904 10.56819546 10.06259760 10.76857555 7.62143067 7.01750997 9.96430000 9.94937282 3.28815182 7.76132916 1.84759610 10.58664204 13.46303050 8.83464581 5.65493957 8.82649955 7.92897310 9.99442614 TCGA-B0-4718 57 0 NA 1778 kidney stage iii t3a nx m0 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 4 4 1 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768687e-06 5.895622e-07 4.22535211267606 21.1267605633803 21.1267605633803 25.3521126760563 28.169014084507 9.2406731 10.2022880 8.0657990 7.5848272 9.8300208 7.3847492 1.4658700 7.5626538 9.2456055 -0.5340778 3.0675871 6.1097429 4.9894479 10.4517280 9.4010512 10.4323916 11.7431735 5.5951694 8.2796672 11.3810186 13.0148284 15.0609057 10.3742787 11.4906795 8.4084007 7.3424027 6.7968028 13.6292213 6.9497018 NA 8.7854678 9.6507615 10.9390845 10.2182668 4.0508499 3.4658831 10.8062926 9.8517484 10.8837386 9.0395332 5.4200815 5.8057361 9.8068489 10.5061759 7.2603023 10.1567571 6.5102800 10.4559901 10.5809297 8.4574080 9.3454693 3.0508499 10.9283884 10.4826943 10.3614613 8.0166328 NA 10.7163918 -0.5340778 8.2924344 8.0769107 0.4659222 10.2659770 9.4403007 8.4316702 9.6326894 NA 6.2340701 8.5691740 1.7878086 11.3082365 10.8040653 9.9098656 5.2207749 10.9175609 13.9750425 10.8256356 9.3238670 11.0648690 14.5044622 9.7844289 8.2537889 8.7326725 5.8234386 9.3191957 7.4826942 10.0888530 5.5951694 12.1608968 4.0964052 9.3345853 8.1558843 11.1196268 9.4715106 1.7878086 10.1963562 7.7968028 11.5740838 7.4545707 14.7453164 10.5626012 11.8339614 10.1869853 11.4080340 NA 4.1097450 12.8803071 10.6655584 9.0546008 3.9894479 8.7161846 8.7042907 8.1383112 10.6765574 8.3667528 8.9046780 8.4965534 9.0934199 NA 9.6692341 8.6850547 9.4965532 11.2864640 8.3697679 8.0319399 11.3276011 10.2174302 11.7238631 2.7878086 -0.5340778 10.3795235 8.1453662 8.6232330 9.4229881 NA 7.6257578 2.4658961 14.7425921 4.6753417 11.1209695 10.6489011 7.5744104 9.8973837 10.2987761 4.0508499 7.4715110 11.0489688 10.4588244 9.6971073 12.0989676 10.2232760 8.4687010 8.6282775 10.9441501 3.2732473 1.7878086 5.8752763 9.6482805 2.0508499 0.4659222 10.3500566 12.4454899 8.0433150 9.2940226 8.8300208 3.8581999 10.9642367 9.0185552 10.5912027 7.8057361 7.4993094 10.6067158 6.5102800 7.5157345 9.7844289 8.3847492 11.3947745 11.3610827 11.5714673 9.4269306 11.8275558 9.3050898 9.4574080 9.7326727 10.9036382 2.2732473 8.2472459 10.4903333 9.1265416 6.7559971 9.7821676 10.8371182 6.9815855 10.3074504 11.1173863 11.6710684 6.6457953 9.7138137 8.8862041 4.9253159 8.3485290 3.0508499 8.6054373 6.4431657 12.6289067 9.5413652 8.6433057 10.7173685 10.2513386 9.4937920 5.6753389 11.1652243 9.3561504 7.8322084 11.0185552 3.0508499 5.3238672 7.1523863 3.8581999 4.3727780 3.8581999 9.9466763 6.4882547 11.3727541 8.2177314 -0.5340778 -0.5340778 10.8784559 10.3113762 11.9222405 11.2069317 12.2153365 7.3300725 8.3362508 6.0692167 12.2199385 11.0828943 10.0414253 11.3180254 NA 0.4659222 2.2732473 10.1312220 8.6232330 9.9025976 3.3727711 12.8387511 13.8584048 10.5360070 8.1185876 10.6880773 -0.5340778 NA NA NA 13.8870962 7.1732454 9.8539034 11.5336565 -0.5340778 8.4200823 8.6400627 10.7431735 7.9577394 10.9928743 9.5639181 9.3223117 10.0452020 8.8387511 11.1886936 10.1205221 10.2039783 10.5802791 8.4574080 10.1619843 7.9170969 11.7001048 4.4658831 9.0953519 10.3847493 0.01126100 -0.01078400 -0.00318590 0.01405100 -0.01160100 0.01572700 0.00263570 0.01293400 -0.09947200 -0.67637000 -0.67637000 0.01126100 -0.01078400 0.00000000 -0.74968000 -0.74968000 0.01558700 -0.02466100 -0.00360110 0.00020298 -0.00090932 -0.75356000 0.01293400 0.01293400 -0.68241000 0.00842360 -0.00207840 0.01181800 0.03580600 0.00666530 -0.12772000 0.000 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.740 -0.740 0.000 0.000 0.000 0.000 0.000 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.740 -0.740 0.000 0.000 0.000 0.000 10.611181 7.635811 9.845265 8.013706 2.787809 9.544037 12.191465 9.980531 10.070439 10.939551 10.042370 1.050815 6.124099 9.748974 4.787814 8.625757 10.447453 6.510280 2.050850 8.504805 5.553348 2.050850 9.069512 6.348530 10.733340 10.432392 11.437444 6.997268 1.787809 NA 3.372771 9.700703 7.862491 8.851748 NA 7.510280 10.5835292 10.6376884 9.0824349 11.5386886 8.8921509 4.8234386 10.4559901 3.7878190 9.7923156 9.2828697 7.0583436 6.9005142 9.9294105 7.7742250 12.5701572 10.9607417 9.8365735 13.7277606 13.5068607 6.8057361 8.6383135 9.4244388 7.7138133 9.6395632 8.8387511 13.4572308 9.3561504 9.3439370 6.6753389 2.2732473 10.4999972 8.4460258 13.4556354 10.6073546 11.7238631 9.3862389 7.3238672 11.4996532 11.2423191 7.5744104 15.5519186 12.0989676 11.1576296 13.6929755 10.6532381 0.4659222 11.2460157 8.5184541 10.4316704 8.3847492 8.0011616 10.0328915 12.2427303 9.9015563 11.1532618 3.0508499 6.3362512 6.7232746 10.3300722 12.4818238 6.8582036 2.4658961 -0.5340778 10.9894481 12.2400554 11.1243386 7.9617414 10.1462456 11.3234784 12.4386864 10.4323916 11.3810186 10.3742787 7.1312221 10.6376884 5.3485299 8.8921509 6.5744104 9.9953166 7.2603023 7.9456662 12.4143902 9.0769110 11.5400276 10.2529724 3.8581999 13.6198339 6.2365825 6.3238672 9.7390873 9.5211685 10.1628536 3.5533482 8.5102804 10.2554198 8.9046780 11.7396817 5.5319740 11.1728138 11.2784646 NA 12.6715266 11.3408674 10.6716793 0.4659222 11.2521557 9.7776344 5.9577382 9.4868660 8.4258881 7.8837387 7.1523863 8.8300208 9.8852670 5.1938072 8.8387511 3.1663298 10.4903333 10.6420593 10.6886810 12.6289067 9.6680099 10.4658861 11.0185552 10.9830634 7.6557103 5.8921506 10.4445966 10.0648691 4.2207711 1.4658700 0.4659222 10.3339370 12.2483786 8.9476854 5.3727780 8.4200823 7.7185514 10.2764577 TCGA-B0-4810 47 1 478 NA kidney stage iii t3a n1 m0 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 3 2 5 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 1.595286e-06 2.080808e-07 13.2075471698113 18.8679245283019 16.9811320754717 33.9622641509434 16.9811320754717 8.92968982 10.60229448 7.85787839 7.45417836 9.89475123 7.77441151 -1.54287854 8.60291855 8.59782873 -0.54308874 2.99180752 5.72378516 5.50139456 10.18023341 8.48075345 10.67979403 12.47624234 5.07170690 8.28354772 10.36651718 12.09803478 13.39643187 10.37325179 11.03395579 8.79015460 7.07170905 6.12233519 13.45506061 7.08270791 NA 8.77659226 9.44852107 10.36726709 10.36050442 4.23835888 1.62690633 9.28275300 9.77779974 11.51532916 9.33887786 7.36388944 8.15048606 9.78847593 10.85841203 7.85787839 11.57918001 5.52308830 10.18364307 11.56748242 8.45558943 8.46542764 5.18491897 11.45099892 10.91566206 10.20603046 7.69540370 0.17504549 10.43991782 0.04194383 9.51185443 8.02875202 -0.54308874 10.14874260 9.82113379 8.78117969 9.76714048 1.45701636 7.12233519 9.53180953 3.54446066 11.33964216 10.31731017 9.66584308 4.70492728 11.01319138 11.52493759 10.64125465 8.90511529 10.46262363 16.34648526 9.43427898 8.39510865 9.07721896 5.28988978 9.66401343 7.61939027 11.77667125 8.37735197 11.76817977 2.52566801 9.21958045 7.89579095 10.97122006 9.17210318 1.04194383 9.76533815 8.95883630 11.54114314 7.13647954 15.66252102 8.91129850 10.44096538 8.22187080 11.43660297 NA 7.01924155 13.40463606 11.15852222 8.67374509 4.99615822 8.36689218 9.78679547 9.19170871 10.95360326 8.44568367 8.63441866 8.48628639 8.99518798 -0.54308874 9.39068982 8.75849540 9.47450358 9.95035424 9.61876081 7.58112072 11.63173761 9.64373247 12.07481093 3.26435627 2.84931877 10.50922751 8.52443358 9.11610297 9.61118437 NA 5.47936639 2.77892344 13.56943863 7.69301365 10.83529400 11.14065169 7.59655057 9.47658988 10.29462707 4.38773475 7.11877707 10.89734927 10.43463678 10.00726489 11.28802720 10.13867677 8.42422551 8.89786814 10.84555466 5.49042252 3.50138819 5.01158956 8.80904266 3.70492728 -0.54308874 9.15483557 13.18953757 8.65175600 10.20267349 9.29067989 2.54446066 10.21313837 7.89371046 10.10752141 10.22187068 7.81234997 9.11431757 7.22187032 5.49778160 9.38625763 7.96082502 10.58176663 11.57106677 13.11621460 9.48017119 11.83000019 9.21188659 9.85734486 9.11788643 9.22021143 0.04194383 7.94081511 11.02685475 9.98802467 7.87990483 9.92154493 11.25628076 8.25951543 10.09317060 12.21219967 11.22848858 6.90408182 9.77328067 8.53164892 5.46822488 8.64558783 0.77896548 9.07170905 6.27717765 12.65866362 9.80240440 8.75735167 11.41391972 10.04665025 9.48904492 5.38773475 10.90944888 9.31342454 8.26113022 10.08270791 2.36389995 4.66644984 8.04571380 2.36389995 6.63192495 4.28988609 10.21730319 6.55503080 10.30334753 6.90052269 NA 0.45701636 10.73979799 10.61403020 11.29954592 10.99712718 11.63721911 7.88116536 8.27705023 6.19136919 11.24490168 10.86956894 9.81179949 10.57788498 3.81455042 NA 0.45701636 10.04992327 9.19509139 9.36539181 4.56552406 12.62848869 14.45375946 11.35389908 8.26996259 10.63348398 -1.54287854 2.26435627 -1.54287854 1.45701636 14.09010788 6.99227446 9.36313822 11.64774977 NA 8.32118537 8.80186095 10.57691293 6.68581824 10.77864539 9.78511305 9.28830642 9.04290065 9.60991763 11.12411065 7.51228141 9.51431403 11.14415608 8.36088087 9.50344117 8.31653407 10.97466854 4.60674424 8.48653499 10.58885609 0.0049969 0.0249690 0.0528380 -0.0299940 0.0130740 -0.0098185 0.0245480 0.0112610 -0.0053992 -0.0226060 -0.0226060 0.0049969 0.0249690 0.0115390 -0.4712000 -0.4712000 -0.4712000 -0.4712000 -0.0180780 -0.0136770 -0.4812300 -0.0327230 -0.0246610 -0.0246610 0.0245480 -0.0117490 0.0102850 -0.0360920 -0.0110600 -0.0176660 -0.0053992 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4195337 7.1849200 9.9932464 7.4885487 0.4570164 9.1772434 9.5311407 11.0561891 8.8222279 11.5483998 9.9107842 1.6269063 6.3758631 9.7772356 1.9164384 8.2851354 10.0485215 7.2218703 -1.5428785 7.3965782 4.0717112 0.7789655 8.6713181 8.1452495 10.4670901 10.6797940 11.1043631 8.3134245 -1.5428785 NA 1.6269063 10.1733899 7.4371387 9.0278035 NA 8.0881761 10.005821 10.006784 8.659123 10.761065 8.462624 6.751620 10.021625 5.184919 10.052723 9.917967 7.351816 7.700173 9.890585 8.835294 12.941319 10.561598 9.865329 13.346123 12.518860 6.434280 9.116103 9.749896 8.195091 9.647441 6.972698 13.639820 9.358620 8.654216 6.387736 2.980555 11.048054 8.013505 12.665233 9.982030 12.074811 9.375117 7.093624 11.424225 11.338687 7.596551 15.540271 11.288027 11.004135 12.744423 10.373625 1.916438 11.732687 9.724371 10.079966 7.960825 8.056912 10.327749 12.717037 10.665843 11.163927 4.778929 7.399514 6.700173 10.546450 12.427285 6.586283 NA NA 11.002929 12.825506 11.133959 7.560287 10.623790 11.8521316 12.2585054 10.6797940 10.3665172 10.3732518 7.8035131 11.2807644 6.0936236 8.6468236 7.7331238 9.7220281 7.8578784 8.2102159 12.5581385 8.8156504 11.1917087 10.3134247 2.4569901 12.6076191 7.8612892 6.8450170 7.6361620 9.8519976 10.0348527 3.6269297 8.7037396 10.3430768 8.5244336 11.7500396 5.9246035 11.7416787 11.8208601 -0.5430887 12.3199270 10.8994243 10.8404334 1.7789234 10.0173319 9.3009201 3.4111957 10.3903210 6.9488519 8.0381997 6.5965506 9.2906799 9.6026321 6.2835477 8.6042040 6.9040818 11.0268548 10.6067463 10.8164742 12.6586636 10.2330208 10.6190757 10.0827079 11.5271201 7.7424011 5.9961582 10.0776772 10.0927172 2.9805555 3.3149865 5.7879156 10.1522274 12.0271383 8.6737451 5.1574399 8.3211854 7.8832640 9.9020140 TCGA-B0-4811 48 1 1417 NA kidney stage iii t3a n0 m0 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 3 2 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4822179 9.3661438 0.6599246 6.7402854 8.6429062 4.2448718 11.2407992 11.6804295 6.6063312 5.4499905 10.4640167 13.0911490 10.4198007 9.6237720 10.5652996 15.4037126 9.3013622 8.6692745 9.8037209 5.9938125 9.9758169 7.8298375 10.4736938 7.0174643 11.2554808 4.0722430 9.6457924 10.2310331 11.4200780 9.0130594 2.6599017 10.1275181 8.0378462 12.2945724 6.8563097 14.1797347 8.9863421 11.0631092 7.4715549 10.5562450 -0.9249466 5.3603537 13.6581504 10.3735855 9.4790272 3.0749506 7.6970016 9.7797182 8.8348382 11.1342945 8.2068068 8.5425556 9.3464131 9.4269935 1.6599246 9.4314019 8.3580384 9.2672429 11.4613514 9.2585853 8.0522300 11.6934044 9.7588218 11.3609301 2.6599017 0.0749164 9.9682516 8.7723172 9.2335598 9.8782740 1.0749164 5.5985111 4.4672664 15.1362790 6.7823090 12.0830284 13.1605885 6.8887311 10.2080923 11.0126916 4.5012162 8.1808585 9.7658210 10.3440767 9.8214644 11.1496167 10.4672675 9.1329418 7.4629676 10.8661129 7.1570993 4.1624115 5.7891945 9.1083731 4.6599131 NA 11.0225870 12.0737167 10.5204823 11.0443365 9.1056171 3.1624195 10.9746846 8.9078401 10.6055417 7.8887311 6.3510753 10.3370449 7.0464932 7.0917580 9.5364295 7.6141091 10.8489134 11.4742279 12.3922213 9.7924036 12.0798727 9.0507980 9.8530272 10.4291994 9.4170246 1.6599246 7.7509073 10.3475798 11.7609865 8.6655370 9.3741581 10.3031675 7.6896598 10.2504995 11.2373414 11.0504398 7.2093764 10.0903651 9.0056431 4.1624115 8.1464124 1.6599246 7.7960493 5.7043076 12.9575931 9.8340059 8.5807617 10.5168568 11.0788193 9.6580327 7.0579441 10.8985561 8.9591207 7.5985119 9.8587668 2.3968719 5.6448052 8.7719176 2.9818344 6.7188068 4.6599131 9.3475797 6.2246963 10.0714235 7.6311494 4.4325052 1.6599246 10.8155741 10.4019412 12.1953499 11.1329418 12.4800915 7.2844031 8.6360471 6.2594288 11.2173763 10.9368124 10.1504292 11.3258405 0.0749164 NA 0.0749164 9.8489133 9.4368939 9.6514344 -0.9249466 12.6849367 13.5441467 10.7083994 8.2310330 10.1342945 -0.9249466 0.6599246 0.0749164 -0.9249466 13.5336770 6.3510753 9.7322685 10.9050691 0.0749164 7.4629676 9.1138690 10.7362828 9.6552085 10.4450925 9.1847806 8.8935321 9.0678885 9.0320521 10.9364247 10.2929077 10.0042084 10.5587658 7.9636932 9.7658210 7.1624125 11.0005045 4.0955447 9.1666499 11.6348051 0.00000000 0.24622000 -0.13406000 0.50203000 0.76772000 -0.01147300 -0.27007000 -0.00069303 0.09268700 0.02834100 0.00000000 0.00000000 0.24622000 0.24575000 -0.13406000 -0.13406000 -0.13406000 -0.13406000 -0.27547000 0.50203000 0.48182000 -0.01147300 -0.25055000 -0.25055000 -0.26661000 -0.00401620 -0.00705760 -0.00788630 0.27537000 0.24326000 0.09268700 -0.270 -0.270 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.275 0.275 0.000 0.000 -0.205 0.000 0.243 0.243 0.000 0.000 0.267 0.267 -0.217 0.000 0.246 0.246 -0.134 -0.134 -0.272 -0.272 0.502 0.502 0.478 0.478 0.768 0.768 0.000 0.000 -0.251 -0.251 0.000 0.000 -0.270 -0.270 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.275 0.275 0.000 0.000 -0.205 0.000 0.243 0.243 0.000 0.000 0.267 0.267 -0.217 0.000 0.246 0.246 -0.134 -0.134 -0.272 -0.272 0.502 0.502 0.478 0.478 0.768 0.768 0.000 0.000 -0.251 -0.251 0.000 0.000 10.7268986 7.5054027 9.4949102 7.9268552 2.7753877 9.6655370 8.0833788 10.4152954 9.1504292 11.4645948 9.5147809 1.8822909 6.5425552 10.2776861 5.2293649 7.7544299 11.9608370 7.0464932 1.6599246 8.5095783 4.6599131 0.0749164 8.1570993 7.8790808 11.7075954 10.4231249 11.2842663 7.2448747 4.0749506 0.0749164 3.1624195 9.9818407 8.6951698 9.0875745 0.0749164 6.8231430 9.606332 9.970525 8.602427 9.958357 8.757945 5.183475 10.371293 6.332337 8.669274 10.038569 7.383289 6.939136 9.332338 6.901498 12.071953 11.239857 9.661790 13.384924 13.186167 6.747375 8.374158 9.292908 7.146413 9.487520 7.259825 13.133534 9.043617 9.851383 6.441273 2.981834 9.732269 7.879081 12.228185 11.070010 11.360930 9.320503 5.689660 9.386698 11.089668 6.888731 14.422225 11.149617 10.752229 13.835670 10.486991 2.074951 11.483810 8.923573 9.560779 7.614109 8.652379 9.949931 11.715873 9.021856 11.134633 4.360350 7.671140 6.843135 9.701572 13.375875 7.802870 4.501216 NA 10.204233 12.026781 11.604110 7.754430 10.249876 11.508014 12.098358 10.423125 11.499116 10.678113 6.789196 9.505403 5.659913 9.379872 7.574796 9.614109 6.667407 8.196484 11.926662 8.469413 11.365257 10.443457 4.932930 13.601877 8.186816 8.100089 11.307863 10.034952 9.553720 3.534385 7.069304 10.180859 8.888731 12.238442 3.598508 10.372440 11.577782 2.074951 12.774414 11.327024 10.450533 2.775388 12.298348 9.443456 6.387833 10.291090 9.280743 6.517893 8.534381 9.105617 9.088901 5.733162 8.680430 6.214502 10.347580 10.841479 10.907049 12.957593 10.287446 10.718806 9.858767 11.037846 7.671140 5.882306 10.173640 10.355141 1.659925 3.244872 3.396872 10.615562 13.192879 8.005687 5.629540 7.462968 8.582745 10.235452 TCGA-B0-4813 68 1 18 NA kidney stage iii t3b nx m0 male 2001 18 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 1 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.3056040 12.8843345 8.2931129 10.8490358 4.5414343 7.6555157 5.9394758 10.5884527 8.9633227 5.0623333 10.0447444 8.8527645 11.4879127 6.5769060 14.8178550 7.2678017 10.5142235 9.4348869 12.8218474 -0.5523679 6.3056040 13.4987469 10.8324067 9.3739190 1.7695602 9.1755433 9.5042607 10.1306175 10.8469008 8.2257001 8.0098656 8.0842477 9.0751569 1.7695602 8.8051751 8.4448025 9.7930282 10.6961436 10.1191639 6.9394758 11.0906358 10.2477139 9.4177289 3.4476189 2.0325946 10.1393664 8.4121371 9.3179875 9.5846140 1.7695602 6.3783608 4.1480637 14.6871096 5.4249019 11.4155697 5.1755446 5.3545121 10.8188550 10.2191124 4.4476255 7.4476230 11.9719198 10.2108353 10.1349987 11.3249071 10.2000035 8.3241400 7.4920174 10.3087098 4.6175453 2.4476321 6.2420384 9.6740351 12.5316008 NA 11.0591089 11.8345632 8.4105188 9.5311023 8.8485025 2.2549870 11.3435768 8.8864148 11.0021111 5.0022119 2.4476321 11.5433496 7.1480627 5.3545121 9.5858947 8.0060438 10.0815263 11.2232332 10.8051749 10.0391452 12.4370174 9.1076188 9.1549821 10.4003642 12.7711000 NA 8.2355256 10.8383293 7.7397604 7.6690650 10.2355254 10.4105190 10.9524419 9.8998641 11.5532041 10.9050038 5.3545121 9.9213286 9.2587085 5.8570131 9.5781934 1.0325946 10.3776210 5.5973703 12.6230165 9.9162470 8.2387859 10.8628365 11.6115870 9.1958158 3.3545086 11.2478393 9.5324313 9.3989076 9.4320414 2.0325946 4.8051738 4.5350887 1.7695602 2.7695602 3.1480555 10.8527644 5.8738870 11.0531024 7.3623664 0.4476321 1.0325946 10.9949995 10.1147345 11.4848267 10.6770426 12.2238503 7.8654753 8.3410153 5.4230705 11.4490311 10.5469707 10.4581511 10.3348435 2.4476321 NA 0.4476321 9.8095667 9.2501392 8.8248334 0.4476321 11.8221191 12.5189177 9.0060435 8.3661880 9.6764416 1.4476321 NA NA 2.0325946 13.6033108 6.2805128 9.8770296 11.4295469 NA 6.9314384 8.1395058 10.1480627 8.7605057 9.3930667 10.0815263 10.5271077 9.5652661 9.3754009 11.1622977 9.5910061 9.2868266 10.0923806 7.9867818 10.1292479 6.8905659 11.8004940 4.0540670 9.3333497 10.9319424 0.0098669 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7.1480627 1.4476321 8.2773455 4.8738870 1.7695602 9.0022117 10.2844623 10.7994401 10.5489421 11.4589795 8.3515047 1.7695602 -0.5523679 4.2025118 10.9384738 7.9750999 8.4047248 -0.5523679 6.0174788 9.944477 10.197492 9.863365 11.799114 8.693176 6.002212 10.101364 4.733023 9.961351 9.502905 9.936467 5.923356 9.243663 7.642380 12.462689 11.690202 9.861251 13.665581 13.499087 6.148062 8.639916 9.535086 6.805175 10.498832 8.321067 13.256989 8.351505 6.305604 5.513712 4.305606 10.516401 7.967259 13.323180 10.684833 9.417729 9.533759 7.267802 9.932446 10.460946 5.354512 15.891667 11.324907 10.383525 13.469644 10.212495 7.360513 11.405451 7.700289 10.043813 8.006044 9.345468 10.671625 12.460073 8.953435 11.679744 5.535086 8.058648 7.617548 10.052176 12.457277 8.796351 NA 1.032595 10.733603 11.851966 11.052968 7.069674 10.423471 12.340735 12.289187 10.548942 11.323372 10.205013 5.148064 10.671021 4.305606 8.923356 5.175545 9.398908 8.654637 3.769550 11.495742 8.308710 11.013677 10.434176 1.769560 11.913189 8.781807 6.161868 8.632647 10.673433 8.913189 3.354509 7.062333 10.280513 7.597929 13.076182 9.750262 9.460247 10.832407 1.032595 11.813125 11.809841 10.604970 1.769560 11.820760 8.837792 4.805174 9.601175 5.890566 6.742243 4.873887 8.848502 10.303161 2.617557 7.401819 2.769560 10.838329 10.115622 10.613158 12.623017 9.650971 10.421320 9.432041 11.759087 8.419166 7.671625 10.517073 10.438436 2.907064 1.032595 9.011772 8.994517 11.633161 8.456052 4.657074 6.931438 13.337887 9.602441 TCGA-B0-4814 58 1 168 NA kidney stage iv t4 n0 m1 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 3 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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5.7940103 7.4824498 9.9060694 9.0946979 10.7349004 11.5660589 7.0890553 9.2784464 11.2724800 12.2485158 14.4168770 10.2634961 11.5265305 9.2863570 7.7884515 7.6202660 12.3576618 5.9111954 NA 8.7316449 9.0674120 10.3631654 10.5185771 2.4720718 2.0935602 8.4009998 9.6927402 10.0839587 8.2694947 6.5063528 6.2554592 9.8343638 10.4686106 5.8160364 9.7926229 5.6171339 10.6789093 9.8597688 8.4910317 7.9163011 1.7716321 10.5942138 9.9245616 10.2320989 8.4262790 -1.2283679 11.0016635 1.0935602 8.4807268 7.8801676 0.3565946 10.2689960 9.0651148 8.4978610 9.5775400 1.3565946 6.7141576 8.6076935 2.4720718 10.9403151 11.1258924 8.9737668 5.5530041 11.0578485 11.9657843 10.2166578 8.6202660 10.3798978 15.7602057 9.8167202 8.5997793 10.6237824 4.6785339 9.6496940 7.2952051 10.3789733 6.9515517 11.6706223 3.0607392 7.5968882 9.0004618 10.4616410 8.9725416 -0.2283679 9.9396884 7.6875227 12.7208314 7.0004620 15.0557066 9.3808219 11.1172700 7.7316449 11.8238715 NA 4.2634927 12.8920429 12.5211983 8.1159389 2.3565946 8.9352927 9.6443180 8.0195707 10.8521275 8.8050660 8.3789732 8.9980553 9.1003180 -0.2283679 9.5248598 8.0028639 8.7828701 10.9820100 7.9956445 8.5480759 11.3971738 9.7482071 13.1054972 3.2952087 1.5789870 10.3812835 9.9009261 9.4280678 9.7265663 0.3565946 8.0004615 3.0195774 14.4375896 9.3678328 10.8067858 12.5518752 9.1137177 9.2804281 9.6249526 3.4155018 7.1291954 10.5902252 11.0121363 9.4064542 11.7552246 10.6953419 8.2574722 8.0754241 10.8067858 6.5595453 3.0935771 4.3863557 8.5676827 3.7716426 -0.2283679 9.0016635 11.9657843 10.6477763 10.6100591 8.8683583 4.1291923 10.1628866 8.6265114 10.4448152 8.8390775 8.1379651 10.7645814 5.5789991 5.5086537 10.3589518 8.9213902 11.6734527 10.9038215 12.9496075 9.3242449 11.8389093 9.0349123 10.7156230 9.5684939 8.2794379 0.3565946 8.3752693 11.0791285 10.6991210 9.7560971 9.6304011 11.1409678 8.9589952 9.8983476 11.0731393 10.9006040 5.9213911 9.5886268 7.9108616 5.3566051 6.7431864 2.4720718 8.5934169 6.8269260 13.2086148 9.9226596 9.3909460 10.5950103 10.5954084 9.1958094 7.3641005 11.0225277 8.6979392 7.3715562 9.7178183 2.4720718 6.1203706 6.7828698 2.3565946 6.9565179 3.7716426 10.2659987 7.1159394 9.1852709 7.2376995 -1.2283679 -0.2283679 10.6427783 10.5369292 12.1247899 11.2554588 11.5511572 7.9515522 9.2674981 6.7806316 9.9540373 11.4557341 10.0958236 11.3750376 NA -1.2283679 NA 9.9028570 8.9060692 9.8112475 -1.2283679 13.9491794 14.2796235 10.6523745 8.2733807 10.2000032 NA 1.5789870 -1.2283679 NA 15.7910817 8.0913153 9.5472534 11.1997415 -1.2283679 7.6845326 8.9326866 10.9691669 7.9111942 10.8400854 9.2544509 9.2902963 9.3262319 9.1989560 11.0028642 11.3537850 9.6558135 11.1504798 7.8827788 9.4671238 7.6265114 11.5904249 4.6542866 7.8575407 10.1390578 -0.00871460 0.00041593 0.00750000 0.58363000 -0.00747200 0.00277450 -0.00926660 0.01042400 -0.00705760 0.01084200 -0.29130000 -0.00871460 0.00041593 0.00485790 -0.63831000 -0.63831000 0.00750000 0.00750000 -0.32643000 0.58363000 0.00124810 -0.01057900 -0.01188700 -0.01585400 -0.00926660 -0.00743780 -0.00055444 -0.31751000 0.00652620 0.01447000 -0.02712400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.315 -0.315 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.315 -0.315 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4733827 7.1553475 9.4271737 7.2021375 2.4720718 9.4970093 9.5164769 9.8923928 9.3039990 11.5923406 9.9889949 2.9415759 6.8957643 9.6919959 5.8040742 7.7884515 10.3533144 5.5789991 NA 8.0570451 4.2310714 0.3565946 8.7345389 6.4298553 11.3470546 10.7349004 11.3311946 6.8050654 0.3565946 -1.2283679 1.0935602 10.4598934 7.4790025 9.1280951 0.7716321 6.3863523 9.5717341 10.6796603 7.6139935 10.7793712 9.3927791 5.1810349 10.5451944 5.6296247 9.8827788 9.6373764 6.8377326 6.5198359 10.2073133 7.5628057 12.7947910 10.6871490 10.0142218 12.8347010 13.2861105 7.0477674 8.0243086 9.5306989 7.6139935 8.9009260 6.3338852 13.1910108 8.7730512 10.2438261 4.9614659 2.0935602 9.9315144 8.7359838 12.5829174 10.4559534 13.1054972 9.6466244 6.9060692 11.1319415 12.7704979 9.1137177 15.6992590 11.7552246 11.4792179 14.2751893 10.9691669 -1.2283679 11.4683933 10.2387391 10.9009260 8.9213902 8.0754241 9.8840826 12.7524966 9.8043776 11.4537576 5.7374272 5.9213911 7.5198359 11.1767845 12.8170614 6.2714892 0.7716321 -1.2283679 10.5737555 12.2310747 11.5602533 7.5365146 10.5164769 10.7943576 12.4696965 10.7349004 11.2724800 10.2634961 6.5063528 10.4082676 5.7716426 8.7517827 7.0524137 9.8630785 5.8160364 7.0754235 12.6652754 8.5464299 11.4835251 9.7905386 3.6785339 14.1827236 6.9831909 6.6108462 10.5972101 9.9002819 9.4876051 3.0935771 9.0419384 11.2978977 9.2017818 11.5122671 4.8160364 10.3059459 10.7818215 -0.2283679 13.0247519 10.9826187 10.0719956 0.3565946 11.5674798 10.2114739 3.2310791 9.7082811 8.3752693 8.7940109 8.0639645 8.8683583 9.0277219 6.9664005 8.7560616 6.1379645 11.0791285 10.5340251 11.6078907 13.2086148 10.8160372 11.2974085 9.7178183 10.8427702 7.9163011 6.4154984 9.7947044 9.9478162 0.7716321 1.7716321 2.3565946 10.6053238 12.1277126 8.9614676 5.5660601 7.6845326 8.6527572 10.3612942 TCGA-B0-4815 65 1 1588 NA kidney stage iii t3a nx m0 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2506624 12.0350319 14.6981971 10.2357981 11.3125974 9.5557032 7.8564952 7.0746349 14.7840619 5.5884208 NA 8.3799579 10.0180125 9.9451680 9.8981848 4.8217867 2.8029170 8.9979427 9.7509863 11.9075943 8.9875409 7.8587799 7.8170937 10.3289624 10.9273200 7.2096347 12.1366704 6.3429014 9.7650616 10.1920768 8.6817037 9.3815475 5.2132112 11.9172169 11.0917320 10.3048685 7.4827773 0.1399933 10.6181076 0.5550308 9.7647570 8.7993629 4.4376406 10.4505743 10.2537037 8.9430164 10.2149460 2.0144267 6.8170937 10.0307325 6.3098874 11.3863063 10.4445030 9.3526606 3.8029273 10.1085804 12.4154071 11.2578211 9.3445327 9.7540579 15.4949570 9.3281384 7.5379925 8.9451681 5.5091954 9.8881545 7.2795131 9.4012729 7.8194415 11.9053858 2.5550063 9.3636416 10.0408283 9.4827771 8.5704140 2.5550063 9.6745886 8.9037273 12.0157109 7.3363584 15.8054192 8.2930913 10.9290034 7.8836740 11.6102815 0.5550308 9.2203350 13.4502903 9.3807528 8.2519666 4.1988556 9.0276899 8.7981730 9.9754857 10.9994964 8.7595703 8.8576380 9.3115553 8.6894253 1.3623296 9.9240510 8.7777938 9.8223710 10.9542770 9.9451680 7.9937910 12.3898602 9.5279789 11.9516039 4.8948469 0.5550308 9.8035196 9.0309452 9.2229977 10.1544470 -0.4449692 2.2554403 3.8404028 14.1984607 4.8217867 10.7990655 9.8859160 9.0347794 9.5322790 9.7934038 5.0941558 7.5745897 10.8311235 10.6929508 9.5301305 11.2179522 10.7531371 8.9158462 9.9891059 10.9943105 4.4618887 2.0144267 4.2554403 8.3314320 7.6919905 1.1399933 10.8783354 11.7250806 9.1427767 9.0428391 9.5731992 3.4614107 10.5763261 8.0706990 9.5915093 8.3526606 7.3098865 8.4528446 7.0548452 5.8678816 9.2981506 8.4857363 10.7438970 11.6343172 11.7731082 9.2886331 11.4873984 9.4768400 9.2981506 9.6156949 11.0613067 5.1549112 8.2274244 10.7765862 7.5703028 7.2112809 10.0139183 10.6907083 9.0528509 10.2589026 11.7685590 10.9174909 5.6102808 10.0332630 8.6795600 6.1843557 8.9311246 -0.4449692 8.1861762 6.8496203 12.8409069 10.4794405 8.8100275 10.5952888 10.7233578 8.5870446 5.4129813 10.8281915 9.4384060 8.4812949 10.3542807 1.3623296 4.9979427 5.1248533 3.5549940 8.9147487 3.4618952 10.2011077 4.9812636 10.8876902 7.6447143 NA 2.1399606 10.7145551 10.0697132 11.6434561 11.5488220 11.9764065 8.7236712 8.9812639 6.2589033 10.7139242 10.6622162 9.8701486 11.2216669 -1.4449692 0.8769589 NA 10.3429016 9.2221107 9.0775806 -0.4449692 12.2608474 12.4544504 9.6523728 7.0959023 10.3631588 -1.4449692 1.1399933 -1.4449692 NA 13.6017820 7.8678823 9.3894700 11.1305383 NA 8.8644753 9.4342377 10.5186177 7.3031917 10.5777137 9.6739401 9.4353479 9.3031919 8.8644753 11.1775085 10.1191485 9.7015678 10.5915162 8.3065430 9.6580704 6.7497555 10.2091876 4.5518420 8.6416262 10.2384323 0.17121000 0.01754400 -0.21193000 0.05736800 0.25590000 0.32157000 -0.00263220 -0.00553750 -0.01147300 -0.00539920 0.17121000 0.17121000 0.01405100 0.01754400 -0.21193000 -0.21193000 -0.21193000 -0.21193000 -0.31742000 0.59746000 0.00000000 -0.32855000 -0.32484000 -0.31354000 -0.00263220 -0.00097017 -0.20423000 -0.32726000 -0.02054900 -0.03667400 -0.00110870 0.000 0.000 0.000 0.000 0.315 0.315 -0.204 -0.325 0.000 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.171 0.171 0.321 0.321 0.000 0.000 0.000 0.000 -0.212 -0.212 0.000 0.000 0.537 0.000 0.000 0.000 0.256 0.256 -0.327 0.000 -0.314 -0.314 0.000 0.000 0.000 0.000 0.000 0.000 0.315 0.315 -0.204 -0.325 0.000 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.171 0.171 0.321 0.321 0.000 0.000 0.000 0.000 -0.212 -0.212 0.000 0.000 0.537 0.000 0.000 0.000 0.256 0.256 -0.327 0.000 -0.314 -0.314 0.000 0.000 10.0785610 7.2167769 9.6680900 7.1622926 0.1399933 8.7862203 9.8229562 9.9717755 9.1788804 11.4717593 10.2318376 -0.4449692 6.4498172 9.3886799 3.0235747 5.9558777 10.1752189 7.0548452 1.7249122 7.9037270 5.2829179 2.3623577 8.8746713 8.7790006 10.8783522 10.9292235 10.4269620 9.0941579 1.7249122 -0.4449692 0.5550308 9.0185235 7.8746710 9.4261343 1.8769196 8.9180388 10.452088 10.343717 8.484257 10.734286 9.120101 5.734907 10.470132 5.774168 10.066752 10.227424 6.754671 8.870149 10.054347 7.947317 12.812240 11.300463 9.999496 13.437785 12.787570 7.473862 9.540129 9.582905 8.437642 9.582905 7.162329 12.998202 7.599393 6.663524 7.279513 1.876920 11.225655 8.265805 13.484396 10.413757 11.951604 9.429212 7.940861 11.938163 11.464517 9.034779 15.616866 11.217952 11.504643 13.079296 10.827629 2.139961 11.900682 8.319871 11.597684 8.485736 8.554999 10.666787 12.350531 12.300358 11.586699 6.709817 7.762013 7.269245 11.077826 12.677018 7.732418 1.724912 NA 10.682993 13.023814 11.741692 7.230956 10.546875 11.145820 12.273532 10.929223 11.250662 10.235798 9.030733 12.826608 6.938703 8.658287 7.618394 10.105746 7.209635 6.951604 12.210946 8.997943 11.677665 10.253704 1.876920 12.556759 8.290488 7.979165 8.539617 10.238432 10.095611 6.255438 8.178880 9.990669 7.491637 11.507012 8.888154 13.087051 10.679120 2.802917 11.483332 10.788019 10.501174 1.362330 10.968627 9.586356 5.461889 10.744206 4.599395 8.559220 6.455866 9.573199 9.816783 11.267311 8.197051 4.663521 10.776586 10.825294 10.827629 12.840907 9.917491 10.651385 10.354281 10.794896 8.092217 6.835770 9.793404 10.421119 2.555006 1.362330 1.724912 11.504279 12.345802 9.120101 5.704747 8.864475 7.856495 10.025150 TCGA-B0-4816 49 1 1371 NA kidney stage ii t2 n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 4 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4852276 9.6108100 11.6864330 9.5330898 5.6226200 10.2527903 9.6931153 10.4984115 7.4691216 11.3512159 2.2916920 10.2818064 10.8381146 8.6371077 8.0828654 3.7179670 12.7084999 10.6017470 10.4193743 7.9938753 NA 10.6194739 -0.1232768 8.3488277 8.2327500 -0.1232768 9.9274205 9.8245453 8.1418890 9.6156410 0.2917214 7.4158237 9.3182258 -0.1232768 10.8508404 10.1558885 10.2194804 6.4864586 10.5953262 11.3614878 10.8544218 8.6468773 10.5716031 16.0891359 9.2393393 8.8172232 9.2239172 5.0730618 9.7940369 7.7613445 10.9930088 6.9570382 12.7166560 3.1551501 8.7668989 9.8191794 11.3786679 8.6775646 5.3140693 9.8191794 8.6689130 11.3352424 7.6602092 15.1410082 10.0310611 10.1056760 8.4376347 10.9733800 NA 2.0990595 13.3155867 10.9501370 8.4414495 1.4616333 7.6203775 9.8298913 8.1574359 10.8608460 8.7745104 8.6947145 8.6525496 9.0093788 NA 9.8482084 9.0119467 9.2718419 9.2545983 9.3022304 8.6023151 11.7993831 9.4603746 11.8909179 0.8766446 1.9921521 9.8133028 9.0656986 9.0574029 10.1285418 -1.7083964 3.0990595 1.2917214 13.7800447 4.8766643 10.9621374 12.6766884 8.9711825 8.9904069 9.6786426 5.1620690 6.4666288 9.6520008 10.7526702 9.9215143 11.8739267 10.5129874 8.7190153 7.6136304 10.6429177 5.1620690 1.9921521 5.1371920 8.5169099 -1.7083964 0.2917214 9.8710183 12.9882353 9.1827266 10.5217228 9.4962736 2.8152680 10.2382431 8.0714216 9.8686118 8.1403252 7.0664896 9.3078142 5.8841583 6.0385525 9.6170079 8.6158830 11.2755867 10.9267402 12.5651338 9.3036285 11.4242021 9.4697448 9.9999241 9.7950313 5.7593077 NA 8.3884177 11.0459636 9.5899310 8.2288259 9.6947145 11.2244708 9.6006102 10.5369580 11.4511007 11.0926023 5.6580258 10.0544996 8.2925476 4.8766643 7.5011557 -0.1232768 8.6754067 6.5108702 12.6722987 10.6853610 10.0848993 11.0826617 10.0755191 9.6807959 8.2224399 10.7432561 9.3168420 7.7200623 10.2948689 2.9921339 4.6840220 7.7242444 2.9355540 5.4515738 4.2458987 10.3661784 6.0664896 11.0126947 6.9518407 -1.7083964 -0.1232768 11.1358196 10.3151103 11.3925290 10.7140300 11.4592774 7.5931984 8.0926023 6.5588630 11.5314501 11.1309062 10.1593672 10.9639067 -1.7083964 -0.7083964 NA 9.9091699 8.9382611 9.9054919 7.4312535 14.3280263 13.4705617 11.6318307 7.5770587 10.4870746 3.5771025 2.2916920 0.8766446 NA 14.8811195 7.6689126 9.7330904 11.4195355 NA 8.9685409 8.9714729 10.6329432 7.2545988 11.0189847 9.4357232 9.4093455 8.9073321 9.2596491 11.3471543 10.5499740 9.7562481 10.8269777 8.0449192 9.7786681 9.1434513 11.3496941 4.9971253 8.0576680 10.0012170 -0.00138580 0.00499690 0.00372150 -0.00369050 0.01586600 0.00041593 -0.00954260 -0.01326400 -0.01945200 -0.00394870 -0.00394870 -0.00138580 0.00499690 0.00499690 -0.44620000 -0.44932000 -0.44932000 0.00372150 0.00249690 -0.00318590 0.00138680 -0.44307000 0.00332990 -0.00013862 -0.01062300 0.00000000 0.00750000 0.00027728 -0.00083160 -0.01593200 -0.01945200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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9.1230096 6.1985924 3.2917067 9.7304943 8.0162160 13.2994305 10.0398952 11.8909179 9.2839326 7.4028381 11.3685180 11.3946623 8.9711825 15.0130152 11.8739267 11.2527903 12.9596455 10.6037345 1.0990258 10.9733800 9.6220591 10.0457547 8.6158830 8.0042295 10.1850039 12.6465716 11.1502663 11.4012033 5.5771055 6.2803866 6.0664896 10.7947827 12.6778343 6.1682188 -1.7083964 -0.7083964 11.4119402 12.7871827 11.3403152 7.3818146 10.9180959 11.6862990 12.7757071 10.8159992 10.8971819 10.3588005 6.5909104 10.9583702 6.0532526 9.0565740 6.8269781 9.9803898 7.4691216 7.4235597 12.8058401 8.3292492 11.4059328 10.5587816 2.6840108 13.5453652 6.4490496 6.6226185 9.5066650 9.9206036 10.5135915 6.7221545 8.7855577 10.0411529 8.2458987 11.4884582 5.3029295 12.0079860 11.1156666 -0.7083964 11.5242732 10.6797197 10.6718929 1.0990258 11.4591206 9.4209855 0.6136259 10.4417670 4.7179670 8.3963012 9.9760127 9.4962736 9.6778558 2.9355540 9.6079840 5.5396303 11.0459636 10.6376620 11.1612962 12.6722987 10.4363606 10.8999572 10.2948689 11.0164294 7.7242444 6.5205213 10.2491673 9.7920463 0.6136259 1.7511209 -1.7083964 10.9523668 11.4397801 9.0540844 3.9355540 8.9685409 8.1418890 10.6539202 TCGA-B0-4817 81 1 1019 NA kidney stage iii t3c n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1738925 7.6021206 8.3960481 10.6653406 10.8130369 9.6576620 8.9847924 8.3644656 2.8667893 9.3644656 10.1008505 10.7867419 7.9734178 8.8177726 9.8458228 1.5283713 8.8626907 7.8461554 1.4073528 9.8273238 8.5132720 8.6241093 9.9514779 NA 8.9191163 9.9838480 10.9131752 11.5956433 11.1250400 9.8093098 3.2147154 10.8708522 12.5844716 10.2331174 9.0275834 10.3351415 15.7717206 9.4881812 7.6505377 10.3239895 4.8992143 8.6481548 7.2715499 11.9262626 5.9923266 12.6647514 2.5772959 9.5572123 9.0403588 8.9484601 9.3789071 2.8667893 9.7157026 8.7627146 12.3571903 7.1622513 15.5181711 5.9465227 10.4763433 7.2653450 10.9638696 NA 4.7292917 14.8922494 10.7905279 9.2291375 3.7996779 8.3673654 9.6764903 10.2892423 10.1446110 7.7605104 8.3082303 9.2497139 9.0202322 3.7292917 9.1008505 7.9230636 9.3513434 10.1437655 9.6168170 8.2275423 11.6803840 9.9052153 12.9629113 2.4073528 6.8336289 9.7802286 9.4561638 9.2034031 9.2402535 -0.5927016 4.3142542 3.5772838 13.9078320 6.1216081 10.4727797 13.9452493 8.0439880 10.5443547 10.1420732 1.9923334 6.1887233 8.2838806 9.5872727 10.2915340 11.1292958 10.0886020 8.1352840 11.2098800 11.0082057 3.4073663 2.2147154 3.6552946 9.7349162 4.6168164 0.4074071 9.4269543 13.7476310 9.9923260 11.6517274 8.1318775 2.0303008 10.0815559 8.0109901 8.8988758 11.3885741 4.7996831 8.7270359 5.1622503 6.3916114 10.2042143 8.0183883 11.1597442 10.9942034 9.4338871 9.5327771 11.8803082 9.3832116 10.7253414 9.7100026 5.4948252 2.8667893 7.0294153 11.0793468 9.5257077 8.5013356 8.6216827 11.2005604 10.1138596 9.4734527 12.4751340 10.9676964 3.4073663 10.2784987 9.4820938 4.7649140 7.4626462 -0.5927016 6.4407861 5.7292917 12.3700789 10.1763749 9.7660148 10.7134253 10.4094754 8.7088597 3.7292917 11.0520130 9.6552910 8.1112672 9.4961517 NA 5.3846439 3.2147154 0.9923334 10.5703842 4.5772898 11.0146939 3.4073663 10.0584153 7.4694636 NA -0.5927016 10.9503954 10.0964880 11.5430729 10.6325710 11.7405189 9.8231053 8.1318775 5.8968095 9.5545685 10.5027606 10.5119623 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12.9629113 8.5443548 7.4517576 13.3733282 10.9002182 8.0439880 15.6113615 11.1292958 10.8876489 13.7705401 10.8336283 0.9923334 11.7563683 9.3142542 10.6898729 8.0183883 7.8461554 10.2792688 12.2221463 10.2707755 10.9937295 6.0655745 7.3082307 6.0072762 10.7791402 12.4590823 7.4841792 -0.5927016 -0.5927016 10.7889065 12.1763749 10.9017692 6.8830966 10.6100996 11.8372933 12.3972902 9.7416369 10.4599317 9.8667952 6.4407861 12.1840022 4.5772898 8.9772192 4.6552889 8.8503072 7.6021206 4.4517584 11.2405739 8.4572122 11.3135025 9.2465675 3.3142470 13.4890134 7.7483707 6.2017789 8.7391315 10.0806726 8.5822892 2.4073528 8.1112672 9.3745898 6.2147193 12.5393813 3.7292917 12.0200017 8.6119348 3.7292917 12.2428219 10.9489443 10.1846189 NA 11.0646820 9.2339120 4.3142542 10.1327298 5.6168164 7.7780508 9.0797890 8.1318775 9.6569275 6.1887233 8.5596486 1.9923334 11.0793468 10.8425129 10.3059649 12.3700789 10.0557211 10.7416369 9.4961517 11.1718205 8.1985266 5.5571098 10.3127506 9.7682106 NA 0.9923334 0.4074071 11.1718205 11.9417492 7.7019842 1.9923334 7.4241722 7.8790385 9.6385847 TCGA-B0-4818 68 1 510 NA kidney stage ii t2 nx m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.65057915 11.28087097 8.34121102 8.04610139 3.04047166 10.88230350 9.99951301 10.45938387 7.86490546 -1.54456099 10.75885588 2.66418699 9.33892153 8.26286956 1.26285406 10.98445705 9.48962582 8.31194036 9.58687637 -0.54456099 6.50536379 9.06099417 0.04054179 10.79953306 11.19613863 8.99079011 4.74091677 10.74933682 12.17501039 11.13036894 8.68913419 10.51722332 16.18744348 9.97219951 8.43136263 10.05635673 5.02536993 9.69451634 7.63044042 10.97981143 5.68433346 11.98726156 2.03808495 7.83906770 10.35222543 11.22307840 8.47510515 4.84783159 9.74091677 7.59762130 11.75729658 7.29156488 15.76674211 8.99370351 10.38203667 7.75243083 11.53516605 NA 1.77745128 13.50668106 11.85599382 8.38772958 3.15595966 8.18683380 9.94987018 6.49990806 11.58608518 9.47162645 8.41406744 8.90156414 9.11818294 -1.54456099 9.74264981 8.46394323 9.30648281 9.94636549 9.21706588 8.27089798 11.20339077 9.46604280 12.47423642 1.45549162 -1.54456099 10.09801760 9.43779513 9.22369887 9.70225530 NA 5.98689554 3.36239975 13.60359393 8.92210090 10.95386519 13.45960338 9.05263597 9.49031360 9.91443387 3.36239975 6.97907645 10.36052549 10.92388410 9.34881622 11.37623964 10.28523736 8.62167755 8.51215221 11.00289116 5.02536993 0.77745128 5.52160358 8.28682202 -1.54456099 0.04054179 9.25398643 12.44783342 9.56665022 10.91109870 9.19022421 2.26288412 10.39839559 8.27728880 9.86667064 12.34387735 7.40971084 9.14725810 5.94736693 4.66496631 10.84729519 8.31504945 11.58479765 10.71496368 13.07865308 9.21152867 11.54959231 8.99370351 10.39509387 9.66861875 9.14289024 NA 8.37586744 11.31873293 10.48332737 9.62017015 9.57185861 11.37530904 8.86808451 10.27848372 11.19402917 11.48428402 5.93933003 9.84353183 8.44564684 4.21040445 6.84353168 2.70343298 8.47649470 6.51621060 12.93042465 9.68132451 9.51688583 10.43064605 10.57153357 9.54165093 7.94736751 10.71107730 9.30570154 7.23359188 10.13058948 0.04054179 4.86490422 6.71290250 2.04047166 6.69391900 4.01009950 10.55519113 7.18002848 9.95931055 6.03294276 NA -1.54456099 10.72434903 10.38255184 11.78978789 11.24504827 11.62120678 7.95735166 8.54424967 6.16700861 11.52697696 11.10858359 10.21207099 11.76043629 -1.54456099 1.26285406 NA 9.76896453 8.91903909 9.48203811 7.29471815 13.38542024 15.41947183 11.21352955 8.46848842 9.53099383 NA 1.04047166 -1.54456099 NA 14.31293681 7.54562711 9.63852968 11.40424684 NA 8.54430300 8.95014031 10.97367599 7.71290250 10.32741982 9.72872749 9.58994097 9.12882360 9.09485545 11.30276777 10.90981390 9.32664969 11.31466113 8.07390001 9.64141218 7.67951599 10.58125096 4.51534661 8.30570154 10.23728419 0.00513590 0.00903120 0.00069327 -0.00719580 -0.00747200 -0.00387790 -0.00152430 0.00763920 -0.00843850 0.00513590 0.00513590 0.00513590 0.00903120 0.00903120 -0.50204000 -0.50204000 -0.50710000 0.00069327 -0.01092200 -0.01064600 0.00000000 -0.00387790 0.00340410 0.00340410 -0.00885260 0.00041593 -0.00138580 -0.00247830 0.00083195 0.00319100 -0.00843850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.11818294 7.00240887 9.93074133 6.61260905 0.04054179 9.13587419 5.42129737 10.26658417 8.89014296 11.66519946 9.75643907 1.04047166 6.07756560 9.82456660 3.21040445 8.34729847 10.52664174 5.94736693 -1.54456099 7.06653916 4.47788452 NA 8.76612735 7.70818034 10.44193263 10.73192984 11.55716044 7.85211935 1.04047166 -0.54456099 1.04047166 10.19571706 7.74783649 9.45198810 1.04047166 7.37139420 9.958843 10.289986 8.427058 10.222871 8.641629 4.338161 10.587693 4.864904 9.688535 9.197824 6.703443 8.092139 9.955360 7.587372 12.790486 10.374378 10.033415 13.709547 12.810040 7.265443 8.427058 9.639770 7.307264 9.419133 5.963310 13.392337 9.011062 10.347298 5.931248 3.210404 9.438508 7.992733 13.324337 10.370273 12.474236 9.538329 7.804243 9.271698 11.102973 9.052636 15.226282 11.376240 10.988844 12.551571 10.112386 2.914947 11.577534 9.773493 10.264077 8.315049 7.981035 10.128824 12.629348 11.092366 11.517729 3.210404 5.898457 7.044229 11.333566 12.830758 6.972002 -0.544561 NA 10.766695 12.377634 11.203854 7.662529 11.051937 11.5396586 12.7764561 10.7319298 11.0880555 10.0362442 7.2788815 10.8688781 5.3258793 9.2572231 7.0993710 9.7903465 7.3803269 8.2596458 12.5685812 8.3994946 11.3131069 10.5426460 3.1559597 13.7801874 5.5679013 5.7314521 9.4082849 10.2943246 10.2174813 4.8478316 8.8229293 10.1834350 8.4169643 10.9403375 5.3010059 11.4860093 10.7987003 -1.5445610 12.2047556 10.4431340 10.4053414 1.4554916 11.2748954 9.6210498 2.4555179 10.0409467 2.6254342 8.2170659 8.3847730 9.1902242 9.4582382 9.2580310 9.0442293 5.3503310 11.3187329 10.9062104 10.9087852 12.9304247 10.9236295 11.5746178 10.1305895 10.6909305 7.1029730 6.0024100 10.5689312 9.9463655 0.4555442 8.3290047 -1.5445610 11.0182341 11.9744198 9.2692957 6.4723237 8.5443030 7.8064536 10.3154376 TCGA-B0-4819 60 1 183 NA kidney stage iv t3b nx m1 female 2002 6 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 1.109764e-06 4.161616e-07 2.27272727272727 36.3636363636364 13.6363636363636 31.8181818181818 15.9090909090909 9.53653398 10.98763636 8.19689223 8.88934333 10.06982781 8.55356287 NA 9.98000773 8.84084463 NA 3.95279016 6.04729626 3.21840921 9.90785372 8.99007077 10.69072420 12.34877484 3.61433293 8.68986872 10.73783681 12.11736681 13.36301207 10.46233305 11.52122676 10.12213080 7.66047802 6.67783942 13.62975121 5.69839908 1.77782998 9.39254476 9.61523751 10.52026459 10.39044016 5.52506973 2.55544807 10.73990463 9.47529894 11.50697006 9.63225804 6.11003118 8.16769662 9.93986655 10.36494269 6.70519001 11.42632090 8.95347362 9.32803197 11.27169033 8.35202312 8.85617650 4.25588590 10.72787001 10.84546135 10.41238672 7.76814131 2.42991050 10.40667102 0.55542353 8.94489445 8.15287448 2.42991050 9.62422082 9.96483338 9.13664308 9.50094483 0.55542353 7.95061946 9.28902267 5.03656927 11.59092892 10.64555486 9.01760378 6.61433587 9.24194288 13.17879055 11.23638798 9.06587708 10.15535535 14.52575811 8.98310448 8.15038908 9.10747106 5.99284772 9.67783907 7.56666981 10.59527539 8.43195928 11.71047150 3.29241367 9.68989439 9.39359596 10.36387039 9.16153931 3.97047637 9.86983687 8.91152771 12.10490629 7.08942082 15.50781320 8.36708489 10.89964219 9.08161552 10.81753732 0.55542353 6.17015141 13.35533116 9.37880963 8.84084463 8.01213900 8.37349205 9.01487411 9.18722586 11.51857940 9.04194246 8.60529097 8.66570827 8.69157918 5.79065997 10.02711769 9.23609506 9.84776411 10.00596638 9.89751711 7.68472548 11.63373117 9.78586323 12.93671502 5.94775965 3.21840921 9.68558402 8.80517216 9.38833249 10.20768998 NA 2.55544807 1.55542353 13.85903298 7.34551968 11.17596777 10.42734773 7.93048189 10.48124414 10.19809593 5.39674519 7.16523665 10.05993048 10.37668499 10.34931673 11.71741412 10.60755761 8.57965875 10.18419176 10.61298301 7.49795719 4.64290370 3.72537035 8.42375043 3.36279248 -1.02944080 10.47579533 12.28732716 8.95489829 9.66047802 9.97890862 1.93579917 10.59436146 7.84084463 9.84883745 5.69839908 6.68472618 8.66047802 8.28109267 5.66187499 8.45026027 8.44012168 11.14103102 10.70264741 12.04076866 9.30572525 11.58311813 9.15659431 8.26280145 9.81125796 9.56666981 1.77782998 7.47827455 11.21365397 7.45775761 6.77867249 9.25240998 10.81322316 7.86529777 10.13852524 11.51785655 10.95561032 6.00390352 10.01555708 8.72282699 4.90121929 8.03117571 1.55542353 8.25125090 6.67091963 12.72932778 10.42939921 8.76976149 10.96801232 9.44418563 9.38727745 5.72536762 10.62907971 9.14665319 7.69157883 10.31920808 1.97048557 3.92467951 6.24660380 3.82845895 7.15038908 4.49404433 10.01213914 5.23726542 9.87398525 7.20888495 1.77782998 3.14040239 10.83968825 9.77944408 11.48470087 10.89751711 11.91610670 7.26049901 8.87436173 6.04397874 11.01692192 10.88673265 9.89751711 11.54033556 3.36279248 1.77782998 NA 10.51399519 9.39988671 9.63225804 2.42991050 14.44953391 13.02652491 10.87774624 8.35940125 10.12466519 -0.02958805 0.55542353 -0.02958805 2.67093095 14.02771022 7.61072516 9.88859775 12.04328250 2.14041875 8.94632791 8.84701223 10.63047582 8.70688207 9.89306440 9.40093258 9.56200234 9.15287422 9.21007856 11.20529738 9.32472939 9.92103593 10.46032790 8.54790862 9.68558402 8.64995993 10.58702879 4.55544194 9.08285425 11.16677475 0.1235800 0.0444320 0.0074983 0.2206800 0.1614000 0.0105640 -0.1135200 0.0105640 -0.0167040 0.0227250 0.0138270 0.1137000 0.0444320 0.0444320 -0.2497400 -0.2378200 -0.0834650 -0.0834650 0.0000000 0.1100800 -0.0575830 -0.2417000 -0.1066300 -0.1066300 -0.1135200 -0.1122100 -0.2168800 -0.2449600 -0.0784110 0.0493770 -0.0167040 -0.114 -0.114 -0.112 -0.112 0.209 0.209 -0.237 -0.245 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.107 -0.107 0.000 0.000 -0.114 -0.114 -0.112 -0.112 0.209 0.209 -0.237 -0.245 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.107 -0.107 0.000 0.000 10.2668226 7.0148741 9.9283075 7.1484471 0.5554235 9.5202647 9.7858632 10.3747593 9.4623331 11.3714341 10.0939548 2.8773713 6.2466038 9.2822283 3.6143329 7.3147763 10.3525636 8.2810927 1.2924284 8.4901164 4.4623338 1.7778300 8.9803087 7.3541841 11.3508193 10.6907242 10.9128295 9.1823683 1.2924284 -1.0294408 2.2923989 9.4206603 7.9304819 9.4472262 0.5554235 9.3368022 10.88486514 10.37242609 8.81910292 11.42837384 8.50769833 6.79702855 10.26395165 4.39674177 9.69584631 9.97610454 6.69840047 8.30810190 9.82300955 8.82378948 12.57468569 11.22668866 10.14789952 13.73514427 12.90584394 7.27681487 8.76001364 10.18479912 8.85006335 9.98240597 9.21959352 13.25103327 7.54412754 8.00390295 6.37987045 3.67091963 10.58610963 8.89232089 14.39412117 10.37135945 12.93671502 9.04863073 7.39254497 11.36387045 11.64467225 7.93048189 14.46814473 11.71741412 11.19116059 12.51725389 10.70137465 4.80337171 10.99041814 10.04662747 11.34280095 8.44012168 8.22314545 10.49158958 12.47069944 12.21959343 11.35822805 6.56293689 6.87737003 5.54033421 10.49795699 12.76235509 7.59414169 -0.02958805 -1.02944080 10.82144810 12.89464297 11.28245527 7.66744724 10.72411458 11.567601 12.032695 10.690724 10.737837 10.462333 9.257038 12.192369 5.725368 9.368155 6.379870 10.029148 6.705190 7.684725 12.669609 8.503810 11.682362 10.533199 3.218409 12.963064 7.916421 7.319208 7.819791 9.819885 10.256460 6.140404 7.950619 9.907854 7.973295 11.995793 6.614336 12.765200 11.612532 2.777830 11.700101 10.746913 10.821058 2.555448 10.802974 9.442155 6.047296 10.551210 7.732031 8.145406 6.319208 9.978909 10.114125 9.095894 8.330229 6.047296 11.213654 10.882621 10.445200 12.729328 9.862264 10.448744 10.319208 10.878122 7.450260 7.517374 9.676112 10.008713 5.413425 1.555424 -1.029441 12.247622 12.406651 8.822229 3.725370 8.946328 7.509639 9.996312 TCGA-B0-4821 68 1 1230 NA kidney stage iii t3b n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA asian not hispanic or latino NA NA 3 4 1 5 2 5 3 2 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.0166083 11.2099085 9.9137662 9.7965776 8.4753674 6.6122183 3.0722430 8.1522499 8.6635197 -0.1757617 3.1541619 6.9328407 4.6056780 10.0704625 10.0459028 10.3419851 11.3967791 3.4092823 7.4279422 10.4307210 12.9262914 13.8053050 10.5441324 10.6931383 7.6791838 7.7441920 5.1818658 14.0682335 7.1552321 NA 8.6412993 10.7431790 10.7664636 10.7379531 4.6822980 1.8243198 10.3736191 10.1411629 9.5999260 9.1154864 7.4427014 8.1818678 9.3721742 11.4715493 8.1663906 8.0722430 3.0722430 10.1039263 10.2160964 9.5657828 9.5437045 0.8243198 9.2198498 10.5454149 9.0398488 7.6444944 2.6316631 10.0686795 -0.1757617 8.9519619 9.3692802 2.1462316 9.7274444 9.1235237 9.2970066 9.8313850 1.6316631 5.9117779 9.6428979 1.6316631 11.7726830 11.0790491 5.4092789 4.6056780 9.2579012 13.5976095 9.6799630 10.4348792 9.8673430 15.7742792 9.1686117 6.9689743 9.1496211 5.3161675 9.6023929 7.5488296 11.9948668 8.5590252 11.7219721 3.8839336 10.5514875 9.4985080 10.4636565 8.7357076 3.3478782 10.3908455 8.5230205 11.7483859 7.0042250 13.9753656 7.3556973 10.8625797 7.7191335 10.9295695 -1.1755987 8.5590252 13.0948301 10.8313430 9.5178026 5.8243147 8.7697595 8.7697595 9.5134402 12.0291925 8.7008326 8.0313301 7.7872117 8.3960683 4.2837440 9.5875281 9.1120281 10.0561370 11.5503210 8.2123330 8.7446687 11.6061201 10.4618463 12.0972371 3.9942448 -1.1755987 10.0893447 8.1619376 9.8115797 9.5488296 -1.1755987 4.7312050 1.9942539 14.7444127 5.9432579 11.3093903 9.2421683 6.1906386 11.4265506 11.0193803 3.0722430 7.8850118 10.2166331 9.9954926 10.4726733 10.8161812 10.8348438 8.7008326 7.4573111 10.4573109 6.1730435 6.1004395 NA 9.6635195 7.1641658 -1.1755987 10.2267949 12.0749102 10.1993552 10.1752549 8.6396989 1.9942539 10.9800827 8.9967432 10.0395696 6.4316464 6.2837477 8.9791339 7.2755267 6.1715391 8.3634747 7.2959911 10.3769848 11.3757837 10.3984362 10.1220803 12.8903208 9.0410617 8.6380970 9.9367553 7.9892225 6.5316746 7.2080197 10.4595804 7.3272275 6.5037955 9.6760648 10.6627318 8.5351222 10.0331598 12.0651071 11.0597317 4.9536005 9.9203719 9.2002890 5.2505789 9.9057991 3.1462479 7.9432568 5.3321100 12.6496721 9.7734129 8.8044553 10.7524639 11.6122183 9.0875848 2.4092823 11.2042735 9.3201708 8.9024665 9.7191335 2.5247658 5.0722430 4.9536005 2.7312050 7.3712103 3.9117779 8.9024665 4.7550531 10.3663802 7.3517926 0.4092551 1.8243198 10.9632274 10.1944582 12.0459029 10.6834622 12.9132696 8.1074038 7.1280964 4.9546291 10.4069282 9.9785010 9.5221521 10.3879886 0.8243198 NA NA 9.9600250 9.2959909 8.7160996 6.2421680 12.1528504 11.9164122 9.5394198 7.6214263 10.0627205 NA NA 0.4092551 1.9942539 13.8386414 5.4967404 8.6284466 11.4807406 2.1462316 7.8299402 8.0579354 9.9024665 8.0239883 11.5318906 10.6187316 8.4699743 10.4852030 9.2004411 10.6977598 9.7828685 9.4932008 10.8281850 7.8549830 9.7822521 6.1280975 10.6532456 4.2837440 8.9602429 11.9707253 -0.15298000 0.40399000 0.08637700 0.56241000 0.00013863 0.29644000 -0.01876500 -0.00719580 0.01712400 -0.13897000 -0.15170000 -0.15298000 0.45990000 -0.61403000 -0.51465000 -0.51979000 -0.51979000 -0.51979000 -0.62760000 1.02010000 0.00069327 -0.26252000 -0.33179000 -0.65789000 -0.01876500 0.01335300 -0.00114680 0.00000000 0.01642500 -0.20660000 0.01712400 0.000 0.000 0.000 0.000 1.116 1.116 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 -0.145 -0.145 -0.207 0.645 -0.153 -0.153 -0.427 0.756 0.000 0.000 -0.210 -0.210 -0.515 0.000 -0.165 -0.165 1.013 1.013 0.000 0.000 0.000 0.000 0.034 0.034 -0.323 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 1.116 1.116 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 -0.145 -0.145 -0.207 0.645 -0.153 -0.153 -0.427 0.756 0.000 0.000 -0.210 -0.210 -0.515 0.000 -0.165 -0.165 1.013 1.013 0.000 0.000 0.000 0.000 0.034 0.034 -0.323 -0.323 0.000 0.000 11.3283898 7.4390255 8.8563614 8.1577173 2.6892544 10.4472827 12.5078587 10.0009565 9.1027652 11.6284810 9.9657843 0.8243198 6.1730435 10.1928222 3.4681662 8.5160593 9.7602175 7.2755267 1.8243198 7.6698056 4.5792043 1.8243198 8.2610272 9.4932008 11.3510742 10.3419851 11.6674654 7.1906376 2.2837440 1.1462642 2.6316631 10.1735969 7.6946803 8.6587867 0.4092551 7.9638671 10.3856037 9.7364566 9.3221675 11.8411240 7.8795980 6.3161693 9.8890585 5.1641668 9.8734836 10.1960923 8.5125659 6.8073098 8.7741423 6.9328407 11.7474575 11.6073139 8.5090644 12.8435589 13.0801557 5.8243147 8.2796431 9.6643068 6.4753670 9.9111154 6.0141410 13.1311607 8.8823074 6.6187320 9.0674898 6.1371981 9.6807412 8.0698686 12.7918122 10.1223783 12.0972371 9.1085616 5.6698063 11.2342369 10.6264282 6.1906386 15.7514918 10.8161812 11.2964988 13.4924251 10.9419588 4.9942403 12.1420110 7.9638671 11.1493400 7.2959911 9.3683142 10.5891873 11.6268321 9.0946111 10.4618463 7.7431790 9.1383325 5.1818658 9.8207893 12.6959322 6.9942403 -1.1755987 0.4092551 9.6962210 11.7315820 10.6038628 7.0674892 9.6056754 11.9091241 11.6540385 10.3419851 10.4307210 10.5441324 7.2672596 10.8435589 4.6822980 9.0422733 6.6946810 9.0615256 8.1663906 6.8795980 11.0737226 8.3478778 10.8122903 9.9197128 3.4681662 13.0337691 10.0322207 6.6316704 7.9426857 9.5858669 8.3301272 2.7312050 6.5991035 10.0355957 7.4896513 11.8856869 4.0722430 10.3051060 10.8397308 0.8243198 11.5758598 11.6944878 10.8591147 1.8243198 11.3513040 9.3111507 1.9942539 9.4816342 5.4967404 5.6316718 5.9223477 8.6396989 10.0897901 5.2672586 7.6885021 3.8243198 10.4595804 11.0252143 9.4600338 12.6496721 9.5958052 9.2939576 9.7191335 11.3229157 7.3000496 5.9535982 10.3936967 10.4708744 -0.1757617 -0.1757617 2.9942358 10.7770569 11.7872027 8.4167726 5.4967404 7.8299402 8.4445354 9.8355430 TCGA-B0-4822 78 1 1111 NA kidney stage ii t2 nx m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 0 0 0 100 8.8534833 10.1576526 10.4281776 8.9677796 9.3916517 7.4230159 2.8838554 8.6898373 8.3212625 1.2988929 3.2807485 6.4486417 3.9993326 11.5414733 10.0242608 10.0645951 11.9350660 3.7583245 8.7665001 10.1467349 12.6306513 14.3427878 10.8209856 10.6679466 9.7613968 8.6630293 5.6739351 12.6733907 7.2414093 NA 10.1427999 9.9949927 10.7746280 10.4152385 4.6564449 3.1062478 11.4473712 9.3268007 11.0977714 8.8419263 6.7746276 9.5204818 9.2057852 10.8734881 6.9499457 10.1238533 5.8534842 10.0720338 10.7756408 8.4410016 9.0703840 4.9993326 11.0399402 10.7141082 9.8438590 7.7418384 2.1287553 10.0188652 1.8838554 9.1062494 8.4126367 -0.7011071 9.0900574 9.9526354 8.2761747 9.1222619 0.2988929 7.9571061 9.3115190 4.2530892 10.7665001 10.5963841 8.1845907 4.7583245 10.0054942 13.5129101 10.2988946 9.0454088 10.3909910 14.5507098 9.5562824 8.1845907 10.3295617 5.5083494 9.6663094 7.7867349 10.4887191 8.5059088 11.6012479 2.6550312 10.7254844 9.9427508 12.0420460 8.9136045 2.8838554 10.5662665 8.4152385 11.4387657 6.2875794 14.0587869 8.1475173 10.6476006 9.4448267 11.1944699 -0.7011071 7.5325141 12.4387656 9.9588905 9.5656811 6.3757102 8.6026755 10.0529469 9.2847364 11.2974850 7.2875794 8.5958110 8.8399911 8.9209465 0.2988929 9.2761744 8.7501057 9.8687502 10.2487213 9.2472618 7.5842966 11.2814105 10.2974850 12.1510339 3.3863557 1.6208210 9.7857295 8.2733093 9.7665001 9.6619343 -0.7011071 4.5083462 2.8838554 14.1807733 4.7583245 11.4051303 10.5022426 5.9713205 11.0945284 10.6788144 4.3432870 7.3432888 10.6055259 9.8782105 10.2690004 10.7118665 10.3480624 8.2501795 9.1584294 10.9875820 4.0537804 4.3432870 1.6208210 9.5253068 1.2988929 0.2988929 11.0575342 12.4812889 8.7439094 10.0336042 9.0736815 3.2988929 10.4899538 8.4152385 11.0937856 7.2704383 6.8838566 9.0045270 7.4126367 5.4700227 8.8106471 7.2646790 10.2530908 11.8431346 13.3354975 10.0062710 11.6370738 8.9318899 8.4021824 9.9651186 10.4918038 3.6912103 7.4887190 10.6879881 8.1684575 7.3847121 9.1952270 11.1654008 8.2117837 10.1278244 11.5432584 11.0323337 6.6298112 10.0462483 9.7319062 4.7583245 9.4048031 1.2988929 8.2207358 5.3649821 12.3832047 10.1576526 8.0234084 11.3449954 11.2761745 8.8932193 7.4985668 10.9356144 9.0352965 7.9535307 10.0165710 1.8838554 5.2988929 7.0199943 6.0403621 5.8838578 5.1568739 9.2132797 6.9571055 10.6337265 7.6967402 0.2988929 2.1062478 11.1684884 10.4403631 11.5411755 11.0863891 12.2450698 7.8419266 7.1815379 5.3988223 11.6828688 10.4581353 9.2988945 10.5444473 1.8838554 NA -0.7011071 10.1198713 8.9906381 8.9246035 4.6912103 12.0094858 13.0307439 10.1982515 8.2149534 10.3080234 NA 2.8838554 NA 4.9427491 13.1427175 6.0670794 9.4460995 11.3686800 0.2988929 7.9993343 8.8534833 9.8725418 7.8913517 11.0032305 9.7040361 8.9463531 9.9713199 9.0537820 10.8317375 10.6420803 9.9490488 10.1142779 8.4911873 9.7629910 8.9006655 10.5046878 4.9553919 9.9512197 11.7718392 0.0825350 0.0487050 -0.1613900 0.5643800 0.0932300 -0.1599900 0.0515470 0.0669630 0.0000000 -0.1147200 -0.1147200 0.0825350 0.0487050 0.0487050 -0.1613900 -0.1613900 -0.1613900 -0.1613900 -0.1536000 0.5938800 -0.1650900 -0.1599900 -0.1664800 -0.1664800 0.0515470 -0.1657200 0.0721270 -0.0088356 -0.1782700 0.2808300 0.0027916 0.000 0.000 -0.166 -0.166 0.308 0.308 0.000 0.000 0.000 -0.178 -0.178 0.000 0.000 -0.151 -0.151 0.281 0.281 -0.115 0.000 0.326 0.326 0.000 0.000 0.000 0.000 -0.161 -0.161 -0.159 -0.159 0.564 0.564 -0.165 -0.165 0.000 0.000 -0.160 -0.160 -0.166 -0.166 0.000 0.000 0.000 0.000 -0.166 -0.166 0.308 0.308 0.000 0.000 0.000 -0.178 -0.178 0.000 0.000 -0.151 -0.151 0.281 0.281 -0.115 0.000 0.326 0.326 0.000 0.000 0.000 0.000 -0.161 -0.161 -0.159 -0.159 0.564 0.564 -0.165 -0.165 0.000 0.000 -0.160 -0.160 -0.166 -0.166 0.000 0.000 11.3261095 7.2177581 10.3643107 8.3178458 0.2988929 10.3391843 12.2314785 10.2186146 9.0571177 11.6142536 9.6095073 1.8838554 6.4384459 10.5738551 3.5468204 7.8800953 9.6454082 7.4126367 1.2988929 8.2177576 4.3432870 -0.7011071 8.2177576 7.5228961 11.7258485 10.0645951 11.3270182 7.6997737 2.4688179 0.2988929 3.7583245 10.2988946 7.7827106 8.6586442 NA 7.9318899 10.8268602 9.8563583 9.2818881 10.4262441 8.4812888 7.3969267 9.8819773 5.0268133 9.9695509 9.6060954 7.0199943 7.8611372 8.9730869 7.5515599 12.1471263 11.8086696 9.3073231 13.5262097 12.2838470 6.2646790 8.4788036 9.6442998 7.6298112 9.7511358 5.8224574 13.0945284 10.0412040 6.4688195 6.7251590 3.9427491 10.2889986 7.1937126 13.1578469 10.0496015 12.1510339 9.0470874 5.8838578 10.5592261 10.7019066 5.9713205 15.0373036 10.7118665 10.5150341 12.8689875 10.5533328 2.7583245 11.2657605 8.3568864 10.4243080 7.2646790 8.3460186 10.2747426 11.8941521 9.3595906 10.3803781 4.1062478 7.6026751 6.1692596 9.8620909 12.1634677 7.3487432 -0.7011071 -0.7011071 9.8341700 12.5494891 10.8892384 7.2057854 10.0327573 11.9239184 11.7374265 10.0645951 10.1467349 10.8209856 7.1568759 9.3837030 5.1568739 8.9888926 6.9853945 9.6015335 6.9499457 7.0336047 12.3229780 8.1317844 11.0757388 9.8810365 2.1062478 11.9198017 7.6704098 6.8763229 7.6660038 10.1062495 10.4074190 3.4688179 7.0537826 9.9588905 7.8185311 12.2390246 6.6739337 11.0195663 11.8481979 -0.7011071 11.9377830 12.0890394 10.5958108 2.1062478 11.0537821 8.7480432 3.2057835 10.1230578 7.0131406 6.6739337 6.9853945 9.0736815 10.1507139 6.2414093 8.7685364 7.2646790 10.6879881 10.8026110 10.5627506 12.3832047 9.8076798 10.0546167 10.0165710 11.9847384 8.2530911 5.9282519 10.3803781 10.6890635 1.2988929 0.2988929 -0.7011071 10.5414733 11.9039272 8.0769716 5.3649821 7.9993343 8.1190734 10.1443846 TCGA-B0-4823 88 1 454 NA kidney stage i t1a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 7 3 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2.67037e-06 9.363636e-07 4.67289719626168 17.7570093457944 14.018691588785 40.1869158878505 23.3644859813084 7.8991895 10.5685573 8.5879462 6.8509806 10.4991259 8.4218679 9.0971870 8.0833235 8.7962635 NA 1.2371354 3.1030779 5.4498816 9.7260863 4.7693433 10.4762285 12.0443186 7.1417597 9.5639360 10.2924744 11.9315610 14.6062911 10.1836075 11.2651424 8.9003180 7.5187444 6.9502048 13.1681151 6.1868472 -0.4204336 8.8047128 9.3065872 9.8912659 9.4998704 2.6669838 0.9014172 8.6456069 9.7068672 11.4006936 9.4028848 6.1341059 8.3965012 9.8468896 11.1225494 5.8369062 11.1665919 8.3526570 10.0723722 11.0110152 7.7444248 7.0873122 4.8832982 11.0483961 9.9942028 10.6368325 7.6958616 0.5794698 10.5002352 0.1645289 8.4652142 7.7165088 -1.4204336 9.9766573 9.4968897 8.0653467 9.4713013 1.9014558 6.8226919 9.1379384 8.4281407 11.3627205 9.0338169 9.9793296 5.2088723 11.5880565 13.2850420 10.8029160 9.2134209 9.8935344 16.5909196 9.5132083 8.3996966 10.1517442 3.9718378 8.9588960 7.2484030 10.7874471 8.1997376 12.5588535 0.7462268 7.5771773 8.9425573 11.0504306 9.1578903 1.1644645 9.5907448 8.5087761 11.2574574 7.7569372 15.0991230 9.1244819 9.7380767 8.0450842 11.2202145 NA 3.5795181 12.3665019 11.9878473 6.9889085 6.3074376 6.6563333 9.4116165 8.8203089 10.4541148 8.4864083 8.8333651 8.8901305 9.4598664 -1.4204336 10.7415941 8.6828054 9.2903239 11.2640471 9.6060411 8.1244822 12.4065923 9.4598664 12.8093128 5.6775505 0.5794698 10.3832452 9.3796086 8.4667380 9.7932294 NA 3.2799615 -1.4204336 14.3862686 10.0703685 9.8724143 11.6508123 9.0773693 9.0981708 9.2963369 4.2519463 6.6456066 10.4739564 10.6084596 9.8119385 11.6111929 10.4300952 7.9567281 9.7100882 11.1082159 6.6828050 3.3868661 0.5794698 7.9952595 1.3868661 -1.4204336 8.6683057 13.3224059 8.8579670 9.9221479 9.6860806 1.9014558 10.0708696 7.6590026 9.7567503 9.3360740 7.3674200 8.8683837 6.7693420 5.5097813 10.0778682 8.5907450 11.2361659 11.2152357 13.4006937 8.9403756 11.6230576 9.2937631 11.1230328 8.9160242 9.4758499 0.5794698 8.7556908 11.2459635 8.6388486 8.2919930 9.2668933 11.3418997 9.8792981 10.1701047 11.6070781 11.2470727 6.5102546 9.6204922 8.3344717 5.3074395 7.0633336 NA 8.4575684 6.6402131 13.1878879 10.0897873 8.9104344 10.8683837 9.5453018 9.7785764 6.2305700 10.6421912 9.1682323 7.4155677 9.7643929 3.2233762 4.1644806 7.8035190 4.0389453 6.8083361 5.0057817 10.7665603 6.5851428 10.4440907 6.3016425 NA -1.4204336 11.0273757 10.5865448 11.2350483 10.8152327 9.9491150 8.8787256 8.7742006 6.0119764 11.1588335 11.4646420 10.0557575 11.0922581 NA NA NA 9.8884255 9.0952174 8.8215007 6.5102546 13.5603266 14.6964504 11.9503412 8.0743331 10.2647044 -1.4204336 0.5794698 0.5794698 2.1644645 14.5971525 7.6129407 8.6046570 11.9653800 NA 7.4187212 9.4804447 11.0131030 3.7889675 10.4394406 9.4560346 9.5809258 8.6074235 9.3048838 11.4044764 10.7718104 9.7500686 11.1367420 7.8533133 9.5503426 8.7804161 10.3924971 4.0389453 6.6239122 9.8149336 0.00138680 0.00221930 -0.51907000 0.51119000 0.00055459 -0.00595220 -0.01161100 -0.00857660 0.01187300 0.00138680 0.00138680 0.00138680 0.00221930 0.00221930 -0.51907000 -0.51907000 -0.51907000 -0.51907000 0.00180300 0.51560000 -0.00264870 -0.00595220 0.00000000 0.00000000 -0.01161100 -0.01147300 -0.00581400 -0.00346270 -0.00595220 -0.01188700 0.01908300 0.000 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8895622 6.4312669 9.5387952 6.9515552 2.2799467 8.2033989 7.7292645 10.4979038 9.4139886 11.3941321 10.1079717 1.1644645 5.8832982 9.2143286 3.6239137 7.4281407 10.6283450 6.7693420 NA 5.5102562 4.3074358 0.1645289 8.8775802 5.4864087 10.3364533 10.4762285 10.8729576 7.5935383 1.3868661 NA NA 10.0688638 7.4773632 8.9942029 -0.4204336 6.1569467 10.060308 10.232811 8.005782 9.281690 8.083343 6.038950 9.757560 5.149373 10.037411 9.336074 5.237728 7.237729 10.617065 6.976122 13.323616 10.435165 10.132667 13.340497 12.505721 6.901446 9.069365 10.028666 8.020387 9.283421 6.480385 13.448051 8.398100 10.272133 5.251942 1.579518 10.711696 8.881014 13.596935 7.615691 12.809313 8.559657 7.887857 11.665156 11.405073 9.077369 15.652964 11.611193 11.774121 14.050399 10.605349 2.279947 10.240405 10.805629 10.123999 8.590745 7.156947 9.969687 12.941050 10.638524 11.595802 3.223376 5.347701 6.492408 10.986520 12.146404 6.640213 1.749448 NA 9.674915 13.014406 11.045734 7.262512 11.064340 11.9081925 12.6381858 10.4762285 10.2924744 10.1836075 6.8463040 11.2799573 6.3739335 8.7165088 5.9193687 10.0167495 5.8369062 8.6334436 13.1444965 8.6143167 11.7687244 9.8274451 2.9718286 14.4132478 6.2397284 5.8556409 8.5160376 9.9857226 10.1531648 3.3344110 9.5795175 10.4743353 8.8752864 11.3777869 7.4773632 11.7724268 11.3289680 1.1644645 11.5089610 10.7177894 10.7647028 1.3868661 11.0863210 9.5132083 2.0389629 10.1621301 9.9065088 9.2790900 7.9193675 9.6860806 9.2481278 5.4374974 8.8544782 7.0307289 11.2459635 10.3087134 11.3239310 13.1878879 10.3435598 10.9447465 9.7643929 11.1357841 7.9588960 6.4803847 9.4575684 9.3209846 -0.4204336 3.7889675 -1.4204336 10.4652140 11.3945086 9.5445804 4.5567972 7.4187212 8.2607559 10.4218679 TCGA-B0-4824 49 1 1657 NA kidney stage i t1a n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.59664896 2.33933695 5.97742419 8.50749378 10.25778571 9.35926023 10.72888689 11.89447296 4.96583507 9.88892297 11.31656054 11.92994312 13.98150652 9.93719327 11.07974537 8.54106950 6.91250616 6.55853398 11.55491241 7.10439642 NA 8.18269031 9.01445377 10.22474310 10.09445316 3.25957380 1.59660126 8.60782851 9.53618057 11.42156010 8.52339141 6.31541950 6.89428181 9.74550156 10.21069764 6.16138588 11.80909774 5.58149587 10.37686771 10.07907325 8.58339159 8.96728881 3.40396299 11.37714116 10.51048806 10.52487302 8.12016321 NA 10.63771294 1.01163876 9.14092177 8.13576007 0.01163876 10.08912218 9.87194989 8.53127501 9.55468995 1.59660126 7.01163876 9.15374581 8.12538092 10.37413073 11.26282541 10.38504788 4.50349503 11.12238315 12.41038258 10.84966093 8.68052374 9.99391943 16.28276446 9.67252611 8.51745051 9.75141953 5.71207847 9.94311506 7.44626698 10.50699430 4.22109599 11.76944555 3.59660126 8.94968929 9.94606687 11.38205386 9.10042713 2.47108338 9.77651051 8.15374607 12.67664162 7.34255563 15.97519925 8.01163876 10.34353552 6.49545533 12.01111045 NA 2.47108338 13.53715969 12.11492669 8.51148464 4.53520071 8.67519704 10.13252466 7.16138588 11.38123621 9.13963321 8.79954132 8.75141953 9.04506176 -0.98821814 10.16328965 8.77152710 9.59941637 10.28426866 9.10967084 7.71554267 11.80354245 9.50949079 12.10472628 4.18156376 2.01163876 9.78971605 9.70947520 8.91702591 9.83977540 -0.98821814 7.08845435 4.22109599 13.55491241 7.50749418 10.94015728 13.75152495 8.66806380 9.03816234 9.89580943 4.59660126 7.24045745 10.99320618 10.62910631 9.61248096 11.13414334 10.30683388 8.47107037 8.66448391 10.74295787 5.97742419 1.33359547 2.01163876 9.33919151 2.01163876 -0.98821814 9.78807195 12.39209993 10.30912843 10.95854518 9.17780196 2.81899368 10.46953275 7.96874109 10.11474962 13.88060608 7.02844760 8.59095488 4.33356685 5.48737380 10.80808414 8.34031391 11.27842541 11.27549489 12.82311393 8.49897642 11.58268042 8.76318282 10.69901453 9.67786285 11.43317777 NA 7.83818724 11.06692133 11.34779392 9.19277881 9.47004547 11.52930824 8.50148692 10.20639573 11.11852890 10.94717228 4.89428423 9.67341703 8.37601422 5.89428181 7.17654618 2.01163876 8.46284987 6.34255652 12.47030182 10.40288245 8.96292347 10.44365876 10.38776425 9.56238573 8.64281599 10.58101986 8.90342246 7.15629750 10.03122962 1.81901412 5.59660126 6.79299847 2.59660126 7.25481321 4.29704464 10.67341694 6.42102969 9.49075222 6.98593868 1.33359547 NA 10.71077751 10.39480318 11.47771532 11.10340479 11.70773706 8.64281599 8.46696598 5.94414863 11.19061486 11.11164411 10.29124945 11.06420694 NA -0.98821814 NA 9.69988924 8.88508287 9.62542831 7.59660126 13.25421756 14.40143825 10.88585184 7.89388456 9.88815586 -0.98821814 1.33359547 NA NA 14.10067549 7.16138588 9.68935857 11.00705271 -0.98821814 8.64099538 8.76485567 10.87659882 7.50749418 9.87582505 9.80686680 9.87582505 9.21498688 9.10967084 11.26725762 11.06624321 9.77235879 10.25897311 8.05329818 9.68952579 7.17151009 10.50299098 4.36425725 8.54383881 10.19527426 0.00819590 0.00555290 0.01572700 0.00138680 -0.00022106 0.00000000 -0.00578090 -0.01312700 -0.04495700 -0.02018200 0.00394980 0.00819590 0.00555290 0.00555290 -0.54340000 -0.54340000 -0.54391000 -0.52920000 0.01036500 0.00097064 -0.53612000 0.00000000 0.00430210 0.00430210 -0.00387790 -0.00263220 0.00694350 -0.00622860 -0.03463100 -0.02657700 -0.04495700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.25897311 7.08310165 10.02914323 7.27373407 -0.98821814 9.22352705 7.79299847 9.58331561 8.93347969 11.52862167 9.74125967 0.01163876 6.28776408 9.62358579 3.47107037 8.03677859 11.06590400 4.33356685 0.59664896 7.39101755 5.14092177 1.33359547 8.52536655 4.84453128 11.01708448 10.72888689 10.73784855 8.88046146 0.59664896 NA 2.18157966 10.03470007 7.78971621 9.21253748 0.01163876 8.16898594 9.15374581 10.33750650 8.61340973 10.04781251 8.55660338 5.42103138 10.30165772 5.90645772 9.36699007 9.73188310 6.68406410 7.51148464 10.12863250 6.93645185 12.90028701 10.78601415 10.14478110 13.53446558 12.79862313 6.79954196 8.78147676 8.98461868 8.03677859 9.52042402 8.08041730 13.14228987 8.25243032 10.52141386 5.20146528 2.18157966 9.77733933 7.59660126 12.57447754 10.59566179 12.10472628 9.43790372 7.36919076 10.59189742 10.43370363 8.66806380 15.41340172 11.13414334 10.96982905 12.74104720 10.19092592 0.59664896 11.77505873 10.65143178 10.13898836 8.34031391 8.57959502 9.98390068 12.62761329 11.38205386 11.54302031 3.53520693 7.06692119 6.76652626 11.31484882 12.73391276 6.58149436 0.01163876 -0.98821814 11.23714763 12.66481984 11.07390430 7.40395618 10.88238887 11.2787182 12.5238855 10.7288869 11.3165605 9.9371933 8.1096708 9.9267713 6.1511911 9.0256592 6.2877641 9.7913583 6.1613859 6.8571288 12.3769812 9.0573986 11.4888912 10.7305998 0.5966490 13.1336580 7.1205292 6.6409954 8.6840466 10.1129580 10.2295966 4.4710704 8.4873722 10.1952743 8.7598316 11.5102388 6.6626912 12.1513501 10.4183754 -0.9882181 12.3690534 10.5628665 10.6400844 0.5966490 10.2308074 9.7547903 5.2404594 10.2993513 7.2063961 7.8413618 6.2784253 9.1778020 9.3283390 3.6555007 9.2452587 5.5194350 11.0669213 10.4119847 11.2536220 12.4703018 10.4853446 11.4197032 10.0312296 10.8206031 7.5352007 5.5034919 9.6760861 9.5054944 NA 6.6840641 NA 10.3697406 12.7050387 8.9290110 4.8189937 8.6409954 7.7531057 10.2560027 TCGA-B0-4827 77 1 885 NA kidney stage iii t3b n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 1 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.219528e-06 6.242424e-07 11.9047619047619 23.8095238095238 11.9047619047619 28.5714285714286 23.8095238095238 7.005005798 12.511410764 9.621232839 7.281610165 10.234815994 8.356378018 10.884115558 10.347468455 9.280074537 NA 4.073271836 2.864532845 6.405093798 9.365819151 5.199507456 11.047596256 12.173380947 7.048948898 7.986293740 10.405445397 11.754927284 14.203887223 9.088964955 11.299342549 8.509691884 7.142847366 7.592445077 15.404003116 7.019803086 -0.594878965 8.293836242 9.837635186 9.870659548 10.057041884 3.159984327 -0.594878965 9.172450012 9.691073304 11.637064340 8.952951740 7.048948898 7.773599477 10.036725029 10.796605297 6.805972106 11.630903136 10.885631024 10.605378859 11.165813165 8.780132573 7.163316572 4.105535611 12.007792085 10.740204413 10.714001012 8.081050365 4.985085960 10.480756178 NA 9.343937631 7.572511518 2.797407330 10.134289104 10.431616692 8.480572518 9.738248515 0.405121035 6.250582665 10.598926509 4.077516470 11.564176123 8.370877429 9.623656383 5.159980291 12.083871594 11.640808300 10.499500815 8.284676527 9.958722494 16.578824017 9.563071735 7.487241935 9.059729218 4.077516470 9.291551990 7.115899907 12.325446063 8.337307909 14.136279631 1.212444829 7.296056297 7.786636218 10.607829252 8.873717245 4.159984327 10.095091176 8.159980796 12.925220764 7.753821117 15.096482065 9.712293984 10.095073765 8.957762279 12.705016670 NA 7.850108058 14.804988592 10.199102883 7.717975897 4.471180956 6.736009492 9.102060734 8.545922821 11.575487768 9.245871157 9.013348079 9.471182379 9.047144911 -1.595096878 9.543364994 9.349073076 10.162899833 9.220476520 8.457661182 7.302938626 11.791043202 9.753268070 12.927552134 4.212444829 2.864532845 9.751052756 9.224585872 9.174104510 10.536628678 -1.595096878 0.990083536 -0.594878965 13.280554611 2.492545424 10.147823726 12.036725029 10.070429179 9.330647580 9.600465460 4.471180956 6.225273002 8.307468144 11.213252979 10.538556593 11.293450267 10.352364823 8.233229473 10.232038916 10.577520693 3.990056299 4.575015773 3.831360453 8.950057757 7.922762777 0.990083536 9.028060207 13.752264704 9.697414866 11.200321166 9.661301930 4.310056498 8.982521913 7.228460858 8.873982024 11.668949231 8.993807938 9.499830743 6.269280060 7.165646684 11.105749633 8.593682060 11.314048663 11.231840314 12.377265281 8.924729383 11.424336431 10.142763015 11.323211072 8.936474817 11.853854830 2.864532845 7.479234604 11.179674384 11.038431312 7.878372839 10.318730675 11.106183013 9.731522691 10.258792608 11.523060895 11.286015927 5.762646467 9.573765325 9.470771926 6.186453016 6.287736386 -1.595096878 8.817662906 6.382373289 12.441009175 9.852693042 9.108131583 10.893184411 9.499830743 9.977319712 5.105531421 10.958696108 9.503125285 7.822945517 10.017501061 2.105543992 4.671882107 6.359289230 3.959677434 9.135563342 2.797407330 10.896445257 6.353460919 10.564828940 6.166645156 NA -1.595096878 11.569371655 10.663659232 11.143185484 10.890670956 10.645586476 10.259961534 9.539275541 6.552603012 11.210434041 10.867851070 9.725329615 11.028288868 0.405121035 NA NA 9.924729531 8.841804908 8.777958160 5.788797927 14.436471346 12.966918122 10.274301503 6.880705114 10.927919929 -1.595096878 0.405121035 NA 0.990083536 13.978533302 7.427461192 9.607829252 11.752852979 -0.009989098 8.480572518 9.441019449 10.493550170 4.133012711 11.106399687 9.943282126 8.508381111 9.307468372 9.090717960 11.555951143 11.392712500 9.943282126 10.906930419 7.782303714 9.058556239 9.514923885 10.314986259 4.293105583 6.988514280 9.838678589 0.00180300 0.00221930 0.00485830 0.00750000 -0.00079012 0.00055459 -0.01631400 0.00211980 -0.17094000 0.00180300 0.00180300 0.00180300 0.00221930 -0.00360110 -0.37276000 -0.36680000 -0.36680000 -0.36680000 0.00194180 0.01377200 -0.00055444 -0.00719580 0.00152550 0.00152550 -0.00290910 -0.00055444 -0.00180140 0.00597000 -0.00055444 0.00152550 -0.17094000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.003 0.174 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.003 0.174 10.990055731 7.441266840 9.622445028 6.557175708 -0.594878965 9.491892970 8.670708291 10.540401727 9.781218552 11.632784365 10.255670792 -0.594878965 5.614547900 9.593063888 4.427458678 8.607217113 10.986764597 6.269280060 -1.595096878 4.912889336 4.814483773 3.405093798 8.663659143 5.936475406 10.754767022 11.047596256 10.783220082 7.607217113 2.990047220 -0.009989098 NA 9.998017328 7.179880236 9.414222019 0.727005550 7.019803086 9.878799 10.398739 8.320972 10.535985 8.395197 4.359289 10.862731 5.427462 10.930125 9.523386 6.731523 7.156637 10.060177 7.038088 13.733207 10.300669 10.018422 12.794388 11.477561 7.410718 8.779046 10.270440 8.501809 9.787717 5.982521 12.740274 8.548476 7.231642 7.567485 1.864533 10.942797 9.130459 12.915857 8.019803 12.927552 8.325446 7.988176 11.573765 10.907676 10.070429 15.744856 11.293450 11.566383 12.675242 11.015887 1.212445 10.870915 10.746612 11.613632 8.593682 7.293837 10.587798 13.010804 10.966620 11.421902 3.990056 6.704301 5.762646 11.300479 11.833846 6.281609 NA NA 10.219275 12.431271 11.168494 6.843885 11.217872 12.058722054 13.268214740 11.047596256 10.405445397 9.088964955 7.293836702 11.746612023 6.166645156 8.674219815 6.643498357 9.826106078 6.805972106 6.864525417 12.889153913 8.653020595 11.757550522 10.762095298 2.105543992 14.474815682 7.432750669 6.771415517 7.587735519 10.082372349 9.747723562 4.335833368 9.593063888 10.433344659 8.715603759 11.169964825 7.645884635 12.121912661 11.062858218 0.990083536 12.413521838 10.945221270 10.364008332 -0.009989098 9.540161175 9.046241935 3.048951077 10.362558104 4.944254074 9.475884987 8.126192341 9.661301930 9.665671678 8.962556831 8.596152477 3.762646467 11.179674384 10.499500815 11.209022503 12.441009175 10.663953679 10.985587309 10.017501061 11.623202313 7.839721553 6.179881231 10.019342892 10.050301294 -1.595096878 -0.594878965 -1.595096878 11.094436071 11.288362715 9.410717817 4.048951077 8.480572518 7.715706022 9.708874029 TCGA-B0-4828 79 1 307 NA kidney stage iv t2 nx m1 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 3 3 3 3 3 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7197355 6.7741835 6.2672230 11.8097606 6.1067587 NA 8.1690426 9.9210246 10.5929429 10.3027149 3.2119467 2.3818648 10.9356017 9.9982105 9.9941200 8.0192955 6.6713726 8.8593991 9.6967636 10.4880652 6.4213933 9.3527704 1.7968884 10.5628800 9.6886869 8.0761267 8.4693284 0.7969299 9.7345223 10.2867512 10.3224240 8.3308819 -0.7881156 10.8155671 2.3818648 8.3437978 8.4189552 2.6713613 10.3106308 9.1022051 8.5111490 9.6673811 1.2119467 6.1067587 8.8611970 1.2119467 10.6223921 11.6176141 6.3099729 3.6713726 10.2641080 13.7003458 10.4171231 9.3256830 10.5048376 16.4872833 9.1977826 8.1544551 10.5065615 5.2780294 9.5749804 7.4927112 10.9846677 4.1188331 11.6470901 3.0549179 9.4315329 9.7157666 9.1675908 8.6997806 0.2118844 9.9867278 7.9933007 12.5359807 7.2343087 14.6111179 7.4116135 11.3467618 7.7741835 11.4924216 0.7969299 5.6382042 13.3427526 11.6616053 8.8503766 3.0192927 9.3269844 9.4017653 8.1573848 10.2760098 8.5019598 8.0096025 9.1791672 9.0668093 1.5338623 9.6444827 8.3968162 9.4359425 10.7281333 8.1037242 8.0511448 11.8594689 9.6434385 12.4956080 3.5338748 2.0193105 10.1559207 9.5078359 8.9517212 9.6641820 -0.7881156 5.8843659 5.1188331 14.2825649 9.2412279 11.3247060 12.7260384 7.9193002 8.6319010 10.1419388 2.6713613 7.0761272 10.8923003 10.5253907 10.0297238 11.7817845 10.5540154 8.6276827 7.1367533 11.1762816 6.7355032 3.6713726 6.9054279 8.8539925 4.0699255 NA 9.7442967 11.7430785 10.8307851 11.1033448 8.9313297 4.7037929 10.6522909 8.6255686 9.8845694 8.1337818 3.6042611 9.9776413 6.4017653 5.6548852 9.9784697 7.9601334 11.4057741 11.2709472 10.5842617 9.4052936 12.0558618 8.7433221 10.6138869 9.6641820 7.5606691 -0.7881156 8.4335279 10.6785271 10.4771280 9.5459124 9.9933005 10.6982730 9.3386453 10.3730726 11.5918606 11.1274467 5.6042582 9.8629925 7.9649571 5.4407596 7.7157664 2.3818648 7.9193002 6.3099729 12.8791632 10.2867512 8.7760902 9.9743228 11.2161613 9.3073379 5.5338685 11.1096917 9.1052423 7.7276407 9.6569555 0.2118844 6.1544556 7.9998433 1.2119467 6.9933007 4.1188331 9.7884252 6.0574308 8.6134388 6.8238512 0.2118844 2.0193105 10.7222104 10.4395568 12.2177407 11.1592125 12.4057741 7.7355025 7.9019385 5.6805241 9.7969033 11.1135619 10.3224240 11.5872518 1.2119467 0.2118844 NA 9.9517214 9.2536000 9.3256830 NA 13.2088556 12.5092870 9.9584551 7.8837296 9.9019388 0.2118844 1.5338623 0.7969299 -0.7881156 14.0658838 7.0636895 8.9601337 10.7012871 0.7969299 8.2006255 8.7338553 10.8330769 7.9364548 11.8973466 9.6085455 8.9550922 9.5551265 9.2467396 11.1240816 10.9132473 9.3818658 10.9626478 7.5826283 10.1784463 7.0761272 11.1237073 2.6713613 8.5066075 10.8476589 0.0028480 0.0383660 0.0104120 0.4537700 0.1960300 0.2313200 -0.2372800 0.0043021 -0.0426520 0.0140510 0.0028480 0.0000000 0.0413170 0.0570830 -0.6449900 -0.6449900 -0.6449900 -0.6449900 -0.2225600 0.4807900 -0.2082100 0.1613900 -0.2274800 -0.2274800 -0.2337500 -0.0235660 -0.0306920 -0.2276100 -0.0023553 -0.2225600 -0.0426520 -0.237 -0.237 0.000 0.000 0.187 0.187 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.012 0.211 0.000 0.000 0.411 0.411 -0.212 -0.237 0.000 0.000 -0.645 0.000 -0.224 -0.224 0.443 0.443 -0.210 -0.210 0.196 0.196 0.175 0.175 -0.227 -0.227 0.000 0.000 -0.237 -0.237 0.000 0.000 0.187 0.187 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.012 0.211 0.000 0.000 0.411 0.411 -0.212 -0.237 0.000 0.000 -0.645 0.000 -0.224 -0.224 0.443 0.443 -0.210 -0.210 0.196 0.196 0.175 0.175 -0.227 -0.227 0.000 0.000 10.7689257 7.0511448 7.9834303 7.5035722 2.3818648 9.5428576 8.1515199 9.6351302 8.3126030 11.7184641 9.6641820 0.7969299 5.7510995 9.7325594 5.8118537 7.7626877 9.9584551 6.4017653 NA 7.8914210 3.9123816 NA 8.7315770 7.0823055 11.4663937 10.5242565 11.2164632 7.7969033 3.1188248 NA 3.6713726 10.5601156 7.9261863 9.2954202 0.7969299 7.1544556 9.333474 10.273987 8.127820 10.933467 8.681582 5.751099 10.040871 4.993298 9.830326 9.620271 7.063690 5.735503 9.936455 8.364226 12.442111 11.189578 9.967663 13.378418 13.072425 6.567468 8.094584 8.762688 6.604258 9.756905 8.206294 13.270440 7.766530 9.060564 6.703794 NA 9.942411 7.754972 12.991045 10.787953 12.495608 9.276683 6.781796 10.519711 11.586437 7.919300 15.820513 11.781785 11.036104 13.748188 10.420785 1.796888 11.950877 8.533869 10.796434 7.960133 8.320465 10.090758 12.223343 10.236388 11.385930 3.211947 7.267223 6.719735 10.834450 12.926401 7.680483 1.796888 NA 10.374961 12.200625 11.233139 7.789369 10.473448 11.3201385 12.0418617 10.5242565 11.3980550 10.5760755 7.7394181 11.3527706 5.1892197 8.7722737 6.1308032 9.5338689 6.4213933 6.8339931 11.9235819 9.0063567 11.1252042 10.3597816 3.0192927 13.7294256 6.6205674 6.3718115 9.9583712 10.0527187 8.6528098 5.8843659 8.1128075 10.6101501 8.2834033 11.6308475 3.2119467 10.8861331 9.6319010 NA 11.8607477 10.8160306 10.2446753 -0.7881156 11.5302011 9.9132473 5.0448312 9.9718289 10.2542841 7.7355025 9.0761269 8.9313297 9.4510141 4.7665316 8.1544551 2.0193105 10.6785271 10.6308475 10.8670242 12.8791632 10.3635916 10.8620950 9.6569555 10.9982104 7.2563351 6.2343078 9.8674715 9.8137116 0.7969299 6.0945845 NA 10.3768478 12.5007723 8.5473311 5.4017670 8.2006255 8.2006255 10.4681495 TCGA-B0-4833 82 1 2386 NA kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5193320 10.7586943 10.3207449 7.0067334 9.5832981 7.1500976 7.1038753 7.0861182 8.7044103 NA 2.5837357 5.9102722 7.9141028 10.2383253 9.7640120 10.4550300 11.7220044 5.5256085 10.6793000 10.6944186 12.2033269 14.1002559 10.7554942 11.1754622 7.8515373 7.2011722 6.0836027 11.2693196 6.8713816 NA 8.4926732 9.2474659 10.3655108 10.4563446 2.6776210 2.6776210 8.6685652 9.8027655 10.8146015 8.9425221 6.2260461 6.1630378 9.4068912 10.3493282 7.3613069 10.5620861 3.2625685 10.4517384 10.5899009 8.8130632 9.2321990 0.3556929 11.0067339 10.6030164 10.0465533 7.7608237 NA 10.5203252 1.6776210 9.2089917 8.4431450 NA 10.3507426 9.2152170 8.2685715 9.5626965 1.3556929 6.6594637 8.9102710 1.9406554 10.3422354 11.7504128 8.0526496 5.2625722 9.1037911 10.9886774 10.8841363 8.7501449 10.4958729 15.6596948 9.4041691 8.7176260 10.4184030 5.5455082 9.5492077 7.4431450 10.6821117 6.0699277 11.3196620 2.6776210 8.7580549 10.4116424 11.4785102 8.9141028 4.3556788 10.0630414 7.6594629 11.5863031 7.1238669 15.5193427 8.5430341 10.5007100 6.8232883 11.2685715 NA 4.9703935 13.7854159 11.8703963 8.9006468 3.8792450 8.7819468 10.2214155 6.6955318 11.3790901 8.6999781 8.7965514 8.5028871 8.5916962 NA 10.0156781 8.8654571 9.8273575 10.6439716 9.8684227 8.4615908 11.3891740 9.8304022 12.0165695 2.9406366 0.9406554 10.0526497 8.9886773 8.8314156 9.3752730 0.9406554 5.7986260 3.6776097 13.8785089 9.6776102 11.3149597 13.0528670 7.4589700 9.5712153 10.3178553 3.8792450 7.1758609 10.0912382 10.3959719 10.1774562 11.1184795 10.4096081 8.3011262 8.2804947 10.8679289 5.3780503 1.6776210 4.1105720 9.0156782 1.3556929 NA 9.7066214 12.2788240 9.2260470 10.9873140 9.0543870 3.6776097 10.4681217 8.4926732 10.3505023 12.4512441 6.0836027 9.2625729 6.5256069 5.1370403 9.6955323 7.8394980 10.6645900 11.0098707 12.7211845 9.3686839 12.0285495 8.9518719 10.2128857 9.6294778 10.4681217 NA 7.2565493 10.9537347 10.9896855 8.6343638 9.4939541 10.7126843 7.3724907 10.2027396 11.2341164 11.0891213 5.9255390 9.4836765 7.7889336 5.1370403 7.1038753 2.6776210 7.8713823 5.7307215 12.5687864 9.8027655 8.6503029 10.6201249 11.1850086 8.8831592 9.7724797 10.9271979 9.4324978 7.5054297 10.0049384 0.9406554 5.2136622 7.3724907 4.3098819 7.1822305 4.0561239 9.9583810 6.7307215 9.7703674 6.7406821 0.9406554 NA 10.7154318 10.3690049 11.6133647 11.1622318 11.8032821 8.1172332 8.2864196 6.9865679 12.2167691 10.6042028 9.9968308 11.3637606 0.3556929 NA -0.6443071 10.4881820 9.2167691 9.6189515 4.4000734 12.3027712 14.4991452 10.9754437 8.3633262 9.7756424 0.3556929 0.9406554 NA -0.6443071 14.3844948 6.6503036 9.3358218 11.0844531 -0.6443071 8.2565489 8.7794075 10.5016144 8.5893017 10.1972466 10.0058364 9.4746232 9.5003404 9.3973414 11.1678595 10.9574530 9.1948861 10.7949937 8.0836027 9.6514511 7.1694631 10.2383253 4.2136661 9.5097788 10.8364724 1.0453e-02 0.0000e+00 2.3333e-01 5.9519e-01 -5.3399e-03 -3.7840e-02 -4.6660e-02 2.8964e-02 1.1955e-02 1.0453e-02 1.0453e-02 2.4177e-03 0.0000e+00 3.8061e-03 -3.5854e-01 -3.1337e-01 -3.1804e-01 -3.1804e-01 -2.1588e-02 5.9519e-01 -4.2335e-03 -3.7840e-02 -3.5636e-04 -3.5636e-04 -4.6660e-02 -7.9131e-05 -5.7546e-03 -4.7701e-01 1.0168e-01 3.9822e-02 1.1955e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.102 0.102 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.077 0.237 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.102 0.102 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.077 0.237 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2797524 7.7944744 9.9198317 8.1655145 NA 9.2775231 8.3863493 9.9325256 9.1238666 11.9398743 10.2190942 1.6776210 6.2011731 9.9054669 5.2864191 9.4444704 10.5553546 6.5256069 1.3556929 7.9850387 5.7132339 -0.6443071 8.6776104 5.5256085 11.0071376 10.4550300 11.2931995 8.0767814 2.1630478 0.9406554 2.3556929 10.7751157 8.2923203 8.8909576 0.3556929 7.9593088 9.7033035 10.0647661 8.6248090 10.5814922 8.2444257 4.4849630 9.8515373 4.7479996 9.5988563 9.3156842 6.6036100 7.5748508 9.6548902 7.2565493 12.3600783 11.4034878 9.7187219 13.5508237 12.8348309 6.5553545 8.9574529 9.0543870 6.8232883 9.7479996 7.7220042 13.1372468 8.5940868 9.2429028 5.3780503 4.0561239 9.6480039 9.4311614 12.9879959 10.5105003 12.0165695 8.9703921 6.8314162 9.5687865 10.2708147 7.4589700 14.9893870 11.1184795 10.3084235 13.4224442 10.3570904 2.6776210 11.7159806 9.9302758 9.8374816 7.8394980 8.0767814 10.3142350 12.1772569 10.3849694 10.9164927 3.5256054 7.1304697 4.8475360 10.8763009 12.5599477 8.7044103 0.9406554 NA 10.6832348 12.3180360 10.8897176 7.3669097 9.9977339 11.0759265 12.0152322 10.4550300 10.6944186 10.7554942 8.0386771 10.2633240 5.4849663 9.1517219 7.2136632 9.7934342 7.3613069 6.8948408 12.4713420 9.0138938 10.7318076 10.2043052 3.1630317 13.7247342 6.5718467 6.9406448 8.7419543 9.8909576 9.8068934 3.9406460 8.1139052 9.9868593 8.1980324 11.6062767 4.3098819 11.6514512 10.7882241 0.9406554 12.4036581 11.0121071 10.3599027 2.1630478 11.0686390 9.5168141 5.3329621 10.1893630 7.8314156 7.8475353 8.4952335 9.0543870 9.7067650 5.9850381 9.6583211 4.4431425 10.9537347 10.9121882 10.5693941 12.5687864 10.4615908 10.6329696 10.0049384 11.3182168 7.5455066 5.8792450 10.2893728 9.8253241 2.5256179 6.5054289 -0.6443071 10.9316941 12.4537801 8.3472041 5.3780503 8.2565489 7.8634770 10.3528617 TCGA-B0-4834 49 1 2090 NA kidney stage i t1a n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 3 3 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.20373169 10.92189128 5.83370984 8.45290343 11.68746829 3.19899697 NA 11.10155304 10.31574826 NA NA 4.34338650 7.11597375 9.30861844 6.10081370 10.60211805 11.55446088 7.77443392 7.21316159 10.84057031 11.89943359 15.29756087 11.41688781 11.57973973 9.32284301 6.88180409 8.65842537 7.31300998 -1.04900910 NA 8.16290587 8.76804998 10.45389820 10.82143104 0.95106553 2.27300854 9.49409815 8.11848432 8.71593797 8.78078908 3.90526424 1.27297870 10.41101019 10.44291945 4.75842045 7.07000713 NA 9.28310294 9.64368179 8.29536212 7.39400988 -0.04885985 7.83980972 8.72255585 11.17597244 8.17506795 0.53605290 11.12439056 0.95106553 8.34250319 8.46281920 -1.04900910 10.72914350 9.18228758 8.08292342 8.90979320 1.53605290 3.27299362 9.16173781 1.53605290 12.73232360 8.47462829 8.34123548 5.79655623 8.93673745 12.62691315 10.86955699 8.81215323 9.16902404 13.29654091 9.91757183 8.18947125 5.92834663 5.05958890 9.44891829 8.11848432 7.80281554 5.34338295 10.65540237 2.99457972 6.88298534 3.80904395 10.03521040 9.16051965 5.56577689 9.33908370 9.93904082 12.25027437 8.14582314 14.35311877 7.98724013 9.36559303 8.85795705 12.98035357 NA 5.16052091 8.60927775 12.19973519 7.97620609 2.65149950 3.19899697 7.70261045 6.95669095 10.65107251 9.21080964 7.92834604 9.10208279 9.36575158 NA 10.07841583 8.23646870 10.75842128 11.61262181 9.43488214 7.37313138 11.70656737 9.76804998 12.79841739 4.37733202 -0.04885985 10.33206845 9.03321539 8.65150596 10.53649843 NA 3.41050393 4.34338650 13.65031344 1.53605290 9.82143104 2.41050393 11.23531211 9.56669607 10.16112886 2.27300854 6.73242660 9.25712804 11.83485518 10.63362211 12.88384120 11.11691553 8.74060010 5.86993061 10.14089085 4.50565596 2.75843111 3.95106553 7.29979414 6.63054672 -1.04900910 10.22777236 11.68408168 10.24740907 9.20373169 9.85419502 1.40522998 9.80904732 7.72585361 10.08467740 13.82436627 5.84588392 9.04117890 3.34337939 5.75842045 11.88623141 10.23762406 10.73201619 9.58587742 12.23661307 8.79498731 11.96891870 9.68068706 10.60614978 12.13252923 3.59491873 -1.04900910 10.46479394 10.92798843 14.70303896 7.32092507 9.58769090 10.70177333 2.75843111 10.40690726 10.76163799 10.59040703 4.92834663 10.80632422 8.45336119 2.27300854 5.19899304 -1.04900910 9.83141509 7.53602880 12.31533784 8.94965690 8.70428305 10.32066372 8.79027029 11.23531211 6.60211833 10.62652948 9.44792008 8.06480850 11.43135166 2.12098224 5.89358064 6.89358064 -1.04900910 1.27297870 3.70595579 11.85814480 6.14089111 8.63406102 7.51437716 NA NA 11.25570289 10.32284301 11.22660889 11.40921658 10.54679002 8.38985802 11.54188494 5.95511748 10.70261045 11.51354730 10.64542427 9.94753978 5.62349233 NA 0.53605290 9.83980956 9.44692138 9.93405998 NA 11.33369039 13.55086300 10.08997807 8.92489295 9.34230984 -1.04900910 NA 1.75843111 NA 12.31054141 9.04646350 9.74791720 11.93245524 -1.04900910 9.14212544 8.63066975 12.13439157 6.41049714 10.23531205 9.54818787 10.02118723 7.96508701 8.36891891 11.76785004 10.91034389 9.89138000 10.82066021 7.97897238 9.62113831 8.13594164 10.90780552 4.59492470 8.35501582 9.36257728 -0.82492000 -0.00774820 0.00360760 0.02039500 -0.01009400 0.01307400 -0.00650500 0.03764100 -0.11952000 -0.80848000 -0.80848000 -0.83261000 -0.00774820 -0.00774820 0.00485790 -0.00167760 -0.00167760 -0.00167760 -0.01367700 0.01321300 -0.01018500 0.00083195 0.01698500 0.01698500 -0.00650500 0.00513590 -0.00484610 0.01223700 0.01502800 0.03608800 -0.11952000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.808 -0.808 0.000 0.000 -0.821 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.808 -0.808 0.000 0.000 -0.821 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 11.11879809 6.16051889 9.71593797 6.49572234 NA 9.50277453 9.13221849 9.32538866 10.70219191 10.51289845 10.71220197 0.95106553 5.75842045 8.78869419 4.68685906 9.88623141 10.52565988 3.34337939 -1.04900910 6.28198379 1.53605290 NA 9.35727136 3.99545738 10.12458107 10.60211805 10.78160929 7.70261045 1.95106553 -0.04885985 -1.04900910 8.73078564 8.45687800 9.49988833 NA 0.53605290 9.54258869 9.70428305 7.76163766 9.46578045 9.27637174 9.96648137 11.04712262 4.16051687 10.09317338 8.73078564 5.39400988 5.55098068 9.96299242 7.45886099 14.03799040 11.88917569 10.16477811 13.94400469 13.49305168 7.91387554 9.76804998 9.62349178 1.75843111 10.36310689 3.41050393 11.82027459 9.28980266 7.86395579 4.08035067 3.34337939 8.62172260 8.90961922 12.03205038 9.51902249 12.79841739 9.40536572 10.61328964 6.63054672 8.43890618 11.23531211 12.12286865 12.88384120 9.00770401 13.26139511 10.56991066 -1.04900910 8.36045734 9.86769234 10.72832165 10.23762406 7.94541984 8.90380775 13.80325446 7.71261779 12.28170318 6.77761434 5.32610586 7.45489229 11.31437983 12.56554615 3.75996539 NA -0.04885985 11.02721392 11.44492180 10.97411376 6.13097616 11.50517550 11.2111038 13.5094273 10.6021181 10.8405703 11.4168878 3.1209988 5.3433829 4.8579561 7.8121536 6.5876905 10.2847807 4.7584204 4.9510655 13.0284471 9.3540783 11.7688495 10.6806871 2.9510655 14.4921932 4.9292608 6.7712451 7.9376192 11.3420414 9.1309754 0.9510655 11.2222375 10.5090086 11.0198446 10.4434203 3.0385240 7.7422293 9.6942177 -1.0490091 10.0245385 10.2786190 9.5509791 0.5360529 12.0262112 10.4419172 0.5360529 8.0305513 4.2364697 10.0158091 8.6840816 9.8541950 9.1183340 NA 10.1750681 8.7744336 10.9279884 11.0631800 10.9910135 12.3153378 11.0566475 12.7156270 11.4313517 8.9211724 6.6445528 6.9510667 9.3615177 10.2102212 0.5360529 7.7965562 NA 9.9580936 10.2968153 10.6971607 2.9510655 9.1421254 7.6270231 9.6832338 TCGA-B0-4836 61 1 1238 NA kidney stage iv t3b nx m1 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 7 2 5 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548821e-07 3.468013e-07 7.69230769230769 23.0769230769231 15.3846153846154 26.9230769230769 26.9230769230769 7.7201772 11.0715379 10.0508888 6.8160377 10.2566097 7.6602120 8.9299283 11.9984873 9.3509052 0.1017845 0.5186358 5.2103148 4.4941083 8.8782248 7.3825626 11.0052970 12.2566098 7.8432584 8.4009998 10.9977455 11.6763852 15.3347984 10.0325290 11.2448559 8.3112452 7.0559884 7.0266042 14.3172488 6.9409959 0.1017845 10.3568143 9.9472817 9.9433560 9.7420365 4.2717170 1.1017845 9.2011396 9.5601983 11.0646877 9.5385032 7.6716472 9.2477239 10.2368596 10.8516611 7.4327089 10.7215531 6.4505201 9.8856084 11.5332892 8.7987592 8.4438664 2.8022346 10.7091220 10.2754688 10.3662342 7.7347868 -0.8980810 9.9971473 2.0726546 9.3998542 8.0206550 0.1017845 9.9966093 9.6951827 8.7847863 9.6993880 1.6867470 6.1678817 9.6273124 8.5956472 11.2242962 10.1053096 11.1516402 4.9346816 11.7510276 12.0693782 10.8741062 8.9187753 11.4287828 16.3206008 9.3088059 8.0266042 11.9786922 4.8566770 9.1892545 7.6292685 11.6749654 7.5693969 13.1558872 2.1107641 8.7748180 8.2362180 9.5206984 8.8550083 2.2717245 9.6697477 8.9091466 11.3952633 7.9219706 14.5708544 9.1255460 11.1292312 10.1413961 12.1227716 NA 8.4416416 13.0377854 10.5830865 7.3014642 4.3112415 9.8872441 7.7882922 10.6385245 10.8591817 8.8550083 8.4416416 8.6331733 9.5499080 NA 9.8880613 8.5447350 9.5795500 9.7653498 9.4648312 8.2284960 11.8299630 9.2977790 12.9903447 3.2717095 1.1017845 9.5405835 9.8931011 7.9155729 10.0154291 0.1017845 2.9091394 3.4941083 13.6579983 5.3306086 10.4887319 8.5322441 9.4371820 8.7091221 9.7100465 3.6867582 6.5775255 10.9648163 10.9390253 10.0646877 11.2727338 10.5946462 8.0904761 8.6233921 10.7528433 6.7311479 3.6253523 6.1352147 9.2891437 6.0790708 0.1017845 9.8449430 12.7472249 9.9219706 7.2566097 9.1998237 3.6867582 9.9605498 7.8896944 9.7098985 6.9966091 8.1130191 8.0266042 6.8297126 5.4237193 10.1563960 8.4854961 11.1842734 11.8282227 11.4064282 9.2155337 11.5372015 9.2940845 10.0199095 10.1516402 8.5835909 -0.8980810 7.4146742 10.3691636 10.6366295 7.4452442 9.7900420 11.6556609 7.5026711 9.6998441 12.6616467 11.0639647 4.8022294 10.0690179 8.1860949 6.0559873 8.3449656 -0.8980810 7.9504148 6.7671277 12.6560207 10.2829440 8.5734669 11.4363443 10.4488594 9.2155337 4.0086841 10.7020669 9.1255460 9.1017916 10.1017916 1.1017845 4.0559852 5.3685798 2.5612284 8.0236324 3.7456461 10.8039643 6.0325285 11.9102149 6.4097660 NA -0.8980810 10.7220114 10.2872865 11.2339700 11.0494286 10.8138887 9.1420813 9.4438662 5.9631273 10.8937685 11.3685782 10.1255460 10.7072712 NA NA NA 10.0243761 9.5896317 9.2181355 7.1461858 12.7048384 13.3113973 11.3224723 8.3484374 10.2011394 NA -0.8980810 NA 3.5612284 14.2428211 7.9690089 8.7329689 11.9771570 NA 8.2284960 9.2645355 10.6787483 5.9721573 11.1882597 10.0494286 8.7812718 9.2142312 9.5005354 11.0897662 11.1698981 9.2792113 10.7746589 8.0086824 10.0847853 9.9566600 10.7847862 5.3871936 7.8676581 9.9905349 -0.0099565 0.0136320 -0.5031800 0.3390100 0.0324220 0.0352420 0.0221640 -0.1065700 -0.1367800 -0.0099565 -0.0099565 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10.6280463 8.3354113 0.6867918 -0.8980810 0.6867918 9.9996372 7.7017043 9.1866001 0.1017845 7.2103158 10.430467 10.497326 7.965978 11.233327 8.987488 5.686755 10.679692 6.157074 10.588124 10.177271 7.061793 7.589632 10.700775 9.076206 13.420193 10.864174 10.205735 12.700426 11.719716 7.344966 8.014681 10.205735 6.664035 9.395263 7.215534 13.101704 8.352090 9.933099 6.709122 2.101785 11.267327 9.852499 13.149427 9.697981 12.990345 8.925159 7.812598 11.189917 10.447751 9.437182 16.633927 11.272734 11.954321 13.066133 10.765350 2.101785 11.068297 8.891325 11.934879 8.485496 8.199824 10.291616 12.761230 11.381402 11.591640 2.561228 6.972156 5.330609 11.016924 12.248678 6.067576 1.909159 -0.898081 10.829712 12.842205 11.395803 7.055988 10.803531 11.397274 12.454249 11.005297 10.997746 10.032529 8.146186 12.319901 7.124160 9.158429 5.909147 10.032529 7.432709 7.330610 12.383549 8.718340 11.959578 9.990535 2.271724 12.813566 6.857747 7.178607 7.454188 10.055261 9.408992 5.189255 8.841572 10.630734 7.950415 11.632929 5.368580 12.263081 10.799194 -0.898081 11.861264 10.665941 10.338404 2.271724 10.391810 9.584600 3.959770 10.193227 10.550940 9.098971 7.359179 9.199824 9.263528 7.720177 7.784786 5.593644 10.369164 10.578538 11.214557 12.656021 10.181943 10.768903 10.101792 11.394113 8.199824 6.767128 10.129698 9.665941 3.802235 1.101785 NA 10.684404 11.159167 9.133837 6.423719 8.228496 7.640951 9.987488 TCGA-B0-4837 63 1 1378 NA kidney stage i t1b n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 3 2 5 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.14800518 10.84072545 11.97905250 15.11213739 10.18951153 10.65823889 8.49941142 8.75116074 7.02845423 15.03531605 7.82363410 NA 8.87468141 9.67992762 10.01446312 10.50466389 3.98538202 1.74833242 9.42077123 9.77783031 10.11654047 9.26291911 6.66891192 6.09073701 9.81443506 11.10149264 9.04820784 11.72112051 7.02845423 10.00438594 10.83353370 8.54276182 8.17221196 3.33330923 10.10149264 10.48933119 10.10464055 7.63098857 NA 10.42657371 -1.05889369 8.79685599 7.48014958 2.40042863 10.27134758 9.79117771 9.39426160 9.76238220 0.94095602 5.88350596 9.70420333 1.26291418 11.43634629 11.04853496 9.06252435 7.25840397 11.38429971 12.05879632 11.36751773 9.14800518 10.75156255 16.63321135 9.44779427 8.16740309 10.15713051 5.28084128 8.94380590 7.57761538 12.36528843 8.54832140 13.20191043 3.18968226 8.35237498 6.95221823 11.22841474 8.95081948 3.52595610 9.73296768 9.29634200 12.07990263 7.96889715 15.15856111 9.68666527 10.66716646 9.82516137 12.44940471 -0.05904398 7.44878535 12.80923472 11.03374805 8.01780669 1.52596862 9.08309793 8.15773699 9.15773674 10.85836299 8.38393450 8.90533164 8.32685324 9.22407936 -1.05889369 9.32145193 9.30949727 9.57489433 10.21128628 9.13943598 7.06511235 11.71211511 9.93463695 11.11248049 0.52596862 2.26291418 10.20660599 9.14322503 8.85985404 10.16980953 -0.05904398 4.29854102 2.84787668 14.09766655 2.74835389 10.60143254 8.29192996 8.72562563 9.72562580 10.09327573 3.84787668 6.90677518 10.89954363 10.67612378 9.83732328 11.27880231 9.99423802 8.18178238 10.32415511 10.66891139 4.96335852 3.46455065 5.51084802 9.65695286 9.64316353 NA 9.36410685 12.23144180 8.08309793 9.21595131 9.46062708 4.11091442 9.41368166 8.07541711 10.00217311 11.35091212 9.09833797 9.85238281 5.97441459 6.64662351 10.15409506 8.54647046 10.90352550 11.53157797 12.15090113 9.59963971 12.23302489 9.07156158 9.59204267 9.31211399 5.99627349 6.17939560 7.38807413 11.06414233 9.31706207 8.78137545 9.97578980 11.15803982 8.52970540 9.65695286 12.14602045 11.06705004 5.88350596 9.80595083 8.47927665 4.22639292 8.76435810 -0.05904398 9.73621892 6.48788504 13.04665392 9.67739284 8.51274362 11.18208027 10.36147756 9.73459413 5.49558005 10.75528494 9.52876840 8.28750462 9.88203849 4.22639292 5.46455392 6.25387395 1.26291418 5.38393580 4.02845423 10.17461053 6.51084644 11.15470269 6.26912668 -1.05889369 -0.05904398 11.17879835 10.77822460 11.32415517 10.92505330 11.35197217 9.28084082 8.67231006 5.69974595 11.83030473 10.93675806 9.93392917 10.28861223 NA -1.05889369 NA 9.77388097 9.41672428 9.52313281 -0.05904398 12.35422213 13.13597855 9.69420760 7.15078508 10.54276172 NA -1.05889369 NA NA 13.57455379 7.76116957 9.23905357 11.68119329 NA 8.20073435 9.23085986 10.35408989 5.46455392 10.65652399 10.00708012 9.54368978 9.55937633 9.49845453 11.13636310 10.80749709 9.75075907 10.35673267 7.99898243 9.89227565 7.78019459 11.99134975 4.98844384 8.32393925 10.89191126 0.0066653 -0.0024938 0.0232090 0.0153080 0.0000000 0.0024969 0.0508190 -0.0164290 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6.702543 2.641430 NA 1.940994 10.070274 7.145562 8.572168 NA 6.244771 10.36358133 10.38755727 8.54090373 11.13513216 8.81597210 5.00707886 10.33813066 4.94098890 10.36673136 9.24362981 7.04427826 7.55201580 10.05668486 8.36935088 13.17610762 11.16378583 9.81674033 12.67982206 12.61270001 6.96889715 8.61871071 9.94169513 5.72235126 9.73703046 6.53344810 12.98230781 9.60098684 9.26629627 8.54647046 4.58484828 11.62354665 8.91253431 12.51369113 9.65781040 11.11248049 8.94941966 7.76116957 11.36200374 10.84411955 8.72562563 15.76547735 11.27880231 11.40374874 13.13620930 10.76992072 3.94099360 10.73743614 8.16015934 10.87726074 8.54647046 7.83277485 10.59473169 12.53613180 9.43584650 11.15985683 5.81135543 6.28971829 7.24019887 10.91217515 12.04608096 6.58484678 NA -0.05904398 10.47480734 12.59125732 11.15728813 7.73540709 10.35461888 11.7058625 12.8313502 10.9042483 10.8407255 10.1895115 7.0284542 11.5203068 6.3839341 9.2584035 6.9522182 10.0064070 9.0482078 6.3246954 12.5648393 8.7418906 11.4883675 10.1480052 1.9409936 12.7935204 5.9943195 6.3160299 7.1416443 10.1046406 9.5547803 1.9409936 8.8538803 10.5956269 9.4055366 12.0731693 6.1889191 10.8783647 11.3206400 1.5259686 12.4338455 11.3839344 10.2327371 0.5259686 10.3911712 9.4537314 2.6414304 9.9577991 4.6958769 8.4898126 7.1109155 9.4606271 9.3444184 2.9409936 8.4936601 4.0284542 11.0641423 10.7182462 10.6718856 13.0466539 10.6375238 11.1960195 9.8820385 11.8320151 8.3609511 5.9296750 10.6409971 10.2407713 2.5259436 NA 1.5259686 10.2691048 11.1746945 9.2019105 7.9325130 8.2007343 7.1983792 9.8687689 TCGA-B0-4838 69 1 834 NA kidney stage i t1b n0 m0 female 2003 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 7 3 7 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.3007022 10.6107438 8.4432411 NA 6.7031450 9.2820865 -1.3065019 1.6041188 4.8632992 6.4482601 9.4007309 7.8252285 11.1196365 11.9945821 7.6735112 10.5055491 11.1520347 12.5567837 14.7817610 9.9828144 11.7026755 8.4280812 6.8831968 8.1300835 12.0251285 6.4615564 NA 8.9089048 9.2932845 9.9874181 9.7920618 3.2783417 1.0152835 9.0365575 9.3062401 11.3151947 9.3515833 6.5071524 7.8226550 10.5357221 10.4540917 7.7377658 11.5460963 3.6933754 10.3741707 11.0670526 8.4144709 8.3209057 2.7808350 11.2373702 10.2641762 10.8431189 7.4877878 0.2783417 10.2010376 2.3938006 9.0392094 8.2305902 3.6002579 10.5763968 9.8405767 8.2344683 9.2798926 -1.3065019 6.1528040 9.0119146 3.9787722 11.3383546 10.2575213 11.7892632 4.9601595 12.0256265 10.2228023 11.5492135 8.7101800 10.1456130 15.8411828 9.3903392 8.5055492 11.0961173 5.2011673 9.8924305 7.4515952 9.9619137 4.3372258 12.7984618 1.0152835 8.6407312 10.1776911 10.3955444 9.0073884 6.0332226 9.8018962 8.7254174 12.3295432 7.7295453 15.5634189 10.0332217 10.7926899 7.1971970 11.6811686 NA 3.5007256 13.3295998 11.6285368 8.3640278 4.9787722 9.2218259 8.9089048 7.7459398 11.3631426 9.5836360 8.9764602 8.7350310 9.0520229 -0.3066803 10.8067884 8.3408302 10.2149722 10.0079550 9.4788242 8.4763699 11.7894889 9.4356811 12.8616521 1.0152835 1.2783417 9.4314640 9.0985133 9.1259137 10.1907246 NA 4.0856881 3.9787722 13.9284136 9.7946909 10.7346886 12.3353106 9.8380299 8.2267017 9.4730910 4.5007256 6.6989963 9.5167389 11.0934506 10.2513140 11.4809376 11.0830031 8.8174931 8.6975921 10.7129625 5.1852243 1.5007511 5.0856881 7.8456569 1.0152835 -0.3066803 10.0276451 12.5482401 10.0732915 10.7894280 9.4255392 3.9028261 10.1332026 7.5972533 9.5068003 8.1445828 7.1971970 8.7143517 6.0152991 5.6620374 9.9281892 8.9173733 11.7297171 11.3935947 13.2698561 8.4565840 10.8607899 9.1751713 10.3622567 9.4648612 9.2267014 NA 7.8707913 11.2629900 9.9787798 9.1160042 9.7567668 11.0743738 8.9914343 10.0722085 11.3011644 11.1929685 5.2169321 10.3309023 8.1084372 4.9412988 6.7861285 0.6934089 8.2090717 7.7432201 12.2665455 10.2641762 8.7661744 10.6602376 10.2537046 9.1962035 7.2011663 10.6813107 9.0520229 7.4975030 10.4200157 -0.3066803 2.7808350 6.5135508 1.0152835 7.1445828 4.6241067 10.7748552 6.7648344 9.4799599 6.4972451 -1.3065019 -1.3065019 11.2376118 10.2359200 11.6468407 11.4730911 10.5517413 8.3444233 9.9781958 6.0191726 11.3009332 11.1882273 10.0754553 12.0618782 NA 1.6933643 -0.3066803 10.2741014 8.9507597 9.6656337 6.0420993 13.2459208 14.6770334 10.6863101 7.8260514 10.0152998 -0.3066803 0.2783417 2.5007256 NA 14.8438727 8.4348388 9.1101693 11.8667366 -1.3065019 8.5372930 9.2265651 11.6075700 7.2325303 10.4833129 9.0953179 9.8277981 8.7363989 9.1217319 11.5221033 10.8982485 9.1962035 10.9350570 7.8757659 9.3722974 7.3657975 10.4615561 5.2169321 7.9902878 9.9442623 0.1692600 -0.0077482 -0.0067813 0.5334800 0.5180400 0.0000000 -0.0169790 0.0020805 0.0540910 0.0175040 0.1692600 0.1692600 -0.0077482 -0.0077482 -0.5687300 -0.5651500 -0.5651500 -0.5651500 0.0904300 0.5352000 -0.0187650 -0.5805800 -0.0536110 -0.0685260 -0.0169790 -0.0149160 -0.0381700 -0.3944100 0.3202800 0.0054139 0.0540910 0.000 0.000 0.000 0.000 0.515 0.515 0.000 -0.394 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.518 0.518 -0.558 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.515 0.515 0.000 -0.394 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.518 0.518 -0.558 0.000 0.000 0.000 0.000 0.000 10.1650469 6.6417396 9.9965817 6.5169307 2.0152835 8.1027626 8.5760149 10.3000823 9.2110412 11.2841623 10.3385799 1.5007511 6.3444237 9.0085213 4.7594595 7.2670189 11.3096908 6.0152991 1.2783417 6.6933713 5.1691032 -1.3065019 8.9329703 4.6706534 10.4864019 11.1196365 10.6925720 8.0039844 0.2783417 NA 0.6934089 9.8354788 8.7567668 9.5103553 -0.3066803 8.1711303 10.3103800 10.6311134 7.7940343 10.5462913 8.7143517 5.9787745 10.8532431 5.6241097 9.6947799 9.5341498 5.1196384 6.9221907 10.4457524 6.7212783 13.1554266 10.3007020 10.0673244 13.7821186 12.0224673 8.5135508 9.5333628 9.8595348 5.8123134 9.8813424 7.8226550 13.1830316 8.8226546 9.6122349 4.8226537 2.1528000 9.1912236 9.4465885 13.3743356 10.4403059 12.8616521 8.9810840 8.4465883 10.9037387 11.0175523 9.8380299 14.8093907 11.4809376 11.6404607 13.3249467 10.9937243 2.1528000 10.6181842 10.1159622 11.4513867 8.9173733 7.6961865 10.3920764 12.9958679 11.9643970 11.7665091 1.6933643 6.2169340 5.1528040 11.5976300 12.7277409 7.1691052 0.2783417 NA 10.5949929 12.7829877 11.7579141 7.1196363 10.9586938 11.1274786 12.9800017 11.1196365 11.1520347 9.9828144 8.6285367 11.9595726 6.8732805 9.3877296 6.5135508 10.5470711 7.7377658 7.5103551 12.4193333 9.3955444 11.7676805 10.6916095 3.0856966 13.8241032 7.3785411 7.6620388 9.1495515 10.3706509 9.7370825 4.9601595 9.1227786 10.1295628 8.3227286 11.0673244 6.6475678 12.7445807 10.2320456 NA 11.4438694 10.4918436 10.2872296 1.6933643 11.3838063 9.7574408 6.0420993 10.2712725 8.7309188 9.3622566 8.3227286 9.4255392 9.4087675 7.4910329 8.8979428 2.2783417 11.2629900 10.5203173 11.2489195 12.2665455 10.4238419 10.9451500 10.4200157 10.6645560 7.3938117 6.5760141 9.9971525 9.4499280 0.6934089 3.0856966 -1.3065019 11.4867718 11.3273228 9.2848942 3.7377625 8.5372930 7.8582788 9.9323735 TCGA-B0-4839 80 1 1639 NA kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 3 4 3 7 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.17649432 10.20054457 12.06183269 4.90347699 10.37271023 9.28198704 12.00623855 14.63797848 10.60991394 10.67606497 8.02449090 4.45601758 6.36290642 12.36781698 5.85456673 NA 7.17649432 8.49044017 9.91171734 9.98668881 2.16652264 -0.00346663 8.50437966 9.51326985 11.58178216 9.26454183 5.52014563 9.68832830 8.96812849 10.84598997 7.98810693 11.12457919 5.30036537 11.11227881 10.33141681 8.33197521 7.40172602 2.80392961 11.93377474 10.34973172 10.03892818 7.44779572 3.16650658 10.34597112 NA 8.85395948 7.07340039 NA 10.50487489 8.90947431 8.03275822 9.66225838 3.16650658 7.00220969 9.12070626 2.58154408 9.96236914 9.98384882 9.29464740 4.92732286 9.59270014 11.76745518 10.92547329 9.87386901 11.04609314 16.13133203 9.27503429 8.20603803 10.24273158 3.31851931 8.73805171 7.90046654 12.37947904 6.83578894 11.51474620 2.39985467 8.86805888 9.49443661 11.33337034 9.18640944 3.45601758 9.84677176 8.30036583 10.71597366 6.64763686 15.37554363 8.91544800 10.51603436 10.12586791 11.68614611 NA 3.58154408 14.73710350 11.61474090 7.69355247 0.58159228 7.91842559 9.58248638 9.14760129 10.26102747 7.61129486 8.64942972 7.84207498 9.75230705 -0.00346663 9.70825191 9.15897618 9.39318965 10.63048829 10.06469131 8.48241431 11.21670918 10.03344530 12.60979879 0.99660568 1.80392961 10.75522451 8.65300984 9.58154728 9.28314254 NA 2.99658760 1.80392961 14.41858390 10.01825889 10.50041060 14.25724716 6.45601593 10.96417139 11.58013780 3.99658760 6.20603755 10.60345267 9.83657588 10.12715541 10.92878483 9.67870154 7.74812910 7.89745161 11.24065135 3.99658760 3.08404725 3.08404725 9.58717200 2.69701759 0.58159228 9.09461691 12.84813871 9.46317122 10.66635575 8.79424624 NA 8.84207498 8.16901251 10.54423131 6.58904136 6.16651059 9.68133348 11.14506143 5.10510813 9.88304356 7.49643039 10.13293524 11.47257154 12.69713295 9.83032886 12.91656545 9.17773719 9.67694436 9.34641888 9.94786950 -1.00346663 7.64404301 10.90572793 8.35032707 7.64299970 8.65836289 11.24836310 7.98526930 9.90121944 11.71426128 11.35083423 4.90347699 10.47383723 8.34608729 4.87923034 8.71597366 NA 8.58717181 5.68308444 13.26987053 10.33309138 9.10772056 11.40756610 10.19441584 9.20725621 7.49643039 10.87892983 9.38675384 7.31399766 9.72280309 -0.00346663 4.52014563 6.96812878 3.24450655 6.69702454 4.08404725 9.86463576 5.26337250 10.51965669 6.05327645 NA NA 10.80916328 10.57354154 11.17338132 10.73805188 11.08669727 8.23259888 6.91544800 6.30537961 11.20999287 10.90722756 9.96453163 10.03275849 NA NA NA 10.25691641 9.83263515 8.45396568 6.25397225 12.99093829 14.33657400 11.17649395 8.01892510 10.45806430 -0.00346663 0.99660568 NA NA 14.39823106 6.56644074 8.30946771 11.38567839 NA 7.29120570 8.99658478 11.01443717 5.20603755 9.80956429 10.52942772 9.10510944 9.41759770 9.65032568 10.98562452 10.41338242 8.61313380 11.42153843 7.65122107 9.12457913 7.95948096 9.95803456 4.20252743 7.67091821 11.80635298 0.0022193 0.0028511 -0.0128140 0.7554700 0.7385300 -0.0066432 -0.0157410 0.0122370 0.0539480 0.0175440 0.0022193 0.0022193 0.0028511 0.0179630 -0.0105080 -0.0118870 -0.0118870 -0.0118870 -0.0179340 -0.0118870 -0.0047079 -0.4980900 0.0000000 0.0000000 -0.0235410 -0.0013858 -0.0073339 -0.7943600 0.7606300 0.0231450 0.0539480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.750 0.750 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.750 0.750 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 10.10641546 6.91544800 9.52308418 8.17088648 NA 9.61497039 9.92065506 9.61390546 9.96884676 11.79930316 10.13229420 NA 5.81676352 10.14696687 2.99658760 7.72450499 10.60760967 11.14506143 NA 6.10511022 5.64044162 2.58154408 9.11811829 6.42285025 10.43810776 10.20054457 11.88152996 7.80071615 -0.00346663 NA NA 10.38997533 7.04097898 8.46010936 -1.00346663 6.57401368 9.9724329 10.1596055 8.9228808 9.9302755 8.0919817 6.3541365 8.9895231 2.1665226 9.7151177 9.3824472 6.5043789 8.1715106 9.8428588 7.0626744 12.8198526 11.6628089 9.7447777 12.2719819 12.7291763 6.0189524 9.0368745 9.5664405 8.8868492 9.3824472 7.0787336 13.5578728 9.7039441 9.0355038 4.1665066 3.8039399 10.0224165 8.7664226 12.5449252 8.2657116 12.6097988 8.1103272 6.1564553 10.8738690 9.1064156 6.4560159 15.3426657 10.9287848 10.2727092 13.7240799 10.0579560 0.5815923 11.0913224 10.0946169 9.7456162 7.4964304 7.1564563 9.8537883 12.4421171 10.0154804 11.2610275 1.8039296 5.5043789 2.3185193 11.1425170 11.4909405 8.8822811 NA 1.5815441 7.9390996 13.0260446 10.4528726 6.8545655 10.1708864 11.4685140 12.0924763 10.2005446 9.2819870 10.6099139 6.2157543 8.7142613 3.3185193 9.6512209 5.5357451 9.5454068 7.9881069 6.3185121 12.8528110 8.6241188 11.2706718 9.1232893 3.2445066 13.7000018 5.5352785 5.7910013 8.6033419 10.4117984 10.4312131 4.2445142 8.4580645 9.2397589 7.9388062 12.8760724 4.9507810 11.4921901 10.6332095 NA 12.2829982 11.3661822 10.3202026 0.5815923 9.8715662 8.8183588 4.6112963 10.6043775 3.9965876 8.1539320 8.1232896 8.7942462 9.0060775 4.0409801 9.8498944 5.4884379 10.9057279 10.6318495 11.1194129 13.2698705 10.6817716 11.0713953 9.7228031 11.4793928 8.2373763 6.1665106 10.4544787 9.5937063 NA 3.2445066 5.8914022 9.1539317 11.1229183 7.8883688 3.8039399 7.2912057 8.4924401 10.3241376 TCGA-B0-4841 63 1 204 NA kidney stage iv t2 nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 1 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6488975 NA NA 4.9775226 6.7461945 10.5669288 7.5445611 10.1533703 11.6047165 5.5080356 10.0251493 8.5713609 11.8981489 13.3565473 10.4478403 10.8104104 8.1651472 5.8664901 5.5080356 10.7174884 5.7144873 NA 8.1474456 8.0555227 10.0154231 10.2601799 2.8076022 1.8076022 8.1768294 8.9021131 10.4870755 9.9265365 5.1295221 8.6149502 9.2670270 10.3441664 8.3311575 10.0728197 6.9640994 10.7244701 11.0868191 8.1768294 7.7224790 4.2226346 10.1811856 10.1280198 9.8519895 7.2994489 NA 9.8169576 NA 9.0332047 7.0681226 NA 10.0299878 8.9161198 7.8299631 8.9471468 NA 6.5445611 8.8556282 1.2226191 9.9607251 10.2463873 6.6983657 6.3925579 10.8038335 10.8510784 11.5195491 9.6509930 12.0467961 15.1268912 9.1144165 8.2779155 8.5845766 3.3925647 8.8483419 7.8592577 10.8057157 8.0491815 10.6149503 3.3925647 8.0699411 9.1884172 11.5206955 9.1083292 1.8076022 10.2954355 8.0299878 10.5355159 6.5445611 14.9383697 9.4514516 9.3563146 8.7656647 10.7762622 1.2226191 4.4705629 13.5397628 10.1250080 8.3519158 NA 7.5624829 8.6488975 8.2670268 10.5149545 7.2113179 8.0868188 8.7024131 8.8915179 4.0299917 9.5264136 9.3232953 10.1592708 9.1855289 9.4320863 8.2226331 11.0198080 10.0523556 11.7169885 1.8076022 NA 9.7637296 7.8736846 8.9607251 8.8844111 NA 4.8664877 4.9230731 13.6697161 9.4393788 11.2636075 12.5499048 5.6149513 11.2422236 11.1090916 3.8075919 6.5976727 11.1407507 9.9143765 9.5010824 11.0673386 9.8410185 8.4418013 8.2670268 10.8355014 6.4320858 1.2226191 2.2226191 10.0945381 2.8076022 NA 8.5535498 12.1351480 9.0007099 9.2113177 9.0202944 NA 9.2422235 8.3047821 11.8443872 6.1295241 5.9230731 9.2198123 8.3047821 3.5445596 10.2940953 7.7064484 9.9858452 11.2724814 12.6825767 9.9803895 12.7415319 8.8808444 9.5976723 9.1768291 9.0299878 3.8075919 7.4124572 11.1920194 10.4065039 7.7695271 8.5400455 10.8556281 8.2394410 9.8592576 11.0976142 11.6047165 7.0929981 10.1840826 8.6625053 3.3925647 8.3206652 NA 9.2477726 5.6488968 12.9752226 9.6106502 9.2113177 11.3647400 10.5149545 10.0396166 7.8225460 11.3327507 10.2463873 7.4320858 9.4610376 1.8076022 4.6149513 9.0072678 4.1295221 3.8075919 5.3925579 9.2779153 6.1999138 10.4622314 6.3925579 1.8076022 NA 10.8308877 9.8318117 11.4770711 11.0404160 10.9949474 7.7848756 6.6488982 4.9108142 12.4323908 10.8628778 9.8664891 10.1927387 NA NA NA 9.6149503 9.7943855 9.2615520 3.8075919 13.4525032 14.2914951 11.3925579 8.7677518 10.2519201 1.2226191 0.2226809 NA NA 13.2945980 6.6320239 8.6020114 11.6815521 NA 7.3206652 8.1826347 11.3061122 5.8950578 9.3441665 9.8772689 9.0960771 9.7675974 9.5954979 11.2594934 9.7144859 8.5535498 10.6912569 8.7144859 8.4894193 8.3621841 10.0251493 1.2226191 8.4320863 12.1800977 0.00208050 0.01321300 0.01181800 0.72187000 0.70232000 0.00388540 -0.01856800 0.00162110 0.04103400 0.00208050 0.00208050 0.00208050 0.01321300 -0.72888000 -0.73871000 -0.73871000 -0.73871000 -0.73871000 -0.00013862 -0.00581400 0.00263570 -0.00548680 -0.00401620 -0.00401620 -0.01046500 -0.00069303 -0.00304750 0.00000000 -0.01656700 -0.02219500 0.04103400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 10.477661 6.880845 9.970826 7.211318 3.222635 9.171000 8.010535 9.837490 9.667648 11.638137 10.294095 NA 6.288722 10.451452 1.807602 8.967467 10.173918 8.304782 NA 5.544560 4.614951 NA 9.071256 6.222633 9.769527 10.153370 12.008004 7.970825 NA NA NA 10.672813 7.526414 8.351916 NA 5.746195 11.590594 9.811348 8.929992 10.327232 8.256056 6.129524 9.211318 3.392565 10.074382 8.117451 5.977520 8.891518 9.503404 7.698366 12.603365 12.873236 9.879058 13.289058 12.321596 6.310096 8.456253 9.924806 6.310096 10.513804 11.254679 13.945867 10.179735 7.984184 5.508036 3.544560 9.677960 9.129523 13.059669 9.236653 11.716988 7.909133 5.432088 11.011351 11.812752 5.614951 13.401453 11.067339 10.148929 12.523843 9.842853 NA 10.923073 9.853810 9.294095 7.706448 6.977520 10.388796 12.587041 8.111376 11.367291 3.923073 6.080613 6.489419 10.494096 11.565819 6.412458 3.682068 NA 9.336375 12.493220 10.209001 7.153371 10.044407 11.525272 12.033606 10.153370 8.571361 10.447840 5.746195 9.250539 2.222619 9.414926 6.451452 9.512652 8.331157 8.761792 12.482376 8.593320 11.049976 10.092998 3.029983 13.705945 5.670543 3.544560 8.074382 10.131026 10.622445 6.470560 7.165147 10.299448 8.117451 13.000915 4.977523 10.516105 11.741286 NA 11.481788 11.694816 10.512652 2.544560 10.458647 8.470560 8.117451 9.677960 9.294095 7.245000 7.117451 9.020294 8.388344 3.392565 9.936878 3.392565 11.192019 10.630963 10.510345 12.975223 10.357059 10.652040 9.461038 11.529834 7.351916 4.746195 10.168077 9.815090 1.222619 NA NA 9.074382 11.438560 8.239441 4.866488 7.320665 8.061837 9.168077 TCGA-B0-4842 73 1 1724 NA kidney stage iii t3a n0 m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 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1.9061979 12.5378463 11.3254724 10.0660858 7.1604554 2.6431866 11.0068768 NA 9.8359661 7.4556782 -0.6787646 9.5147774 8.9211649 8.5596566 9.5644260 NA 7.5927149 10.4659102 2.3212643 9.7506588 9.3765344 1.6431635 5.0761400 11.8188369 9.3422318 10.6060761 8.9919081 9.7969854 16.3439341 9.1807869 6.6066539 6.6962916 3.3212499 8.5997016 7.0627186 11.8707960 6.8986812 14.5475889 1.9061979 8.1080769 9.0508728 9.9487858 8.7868185 3.6431751 10.2198534 7.8090922 12.3687168 6.0354985 15.7466908 6.2637668 10.0452457 8.0627191 12.5928609 NA 8.7135694 15.1763638 10.6766031 7.2812541 2.4911861 6.9359618 8.5620432 9.8110999 11.2404878 7.1854384 8.9506087 8.0320584 8.9024526 3.0216929 8.8349795 9.4773351 10.6204600 9.3927143 9.7071144 6.5786399 12.2717058 10.0669263 13.9394654 1.6431635 4.0216929 10.5476642 7.9794635 9.0828032 9.3324793 NA 1.6431635 1.3212354 13.9635858 1.9061979 10.3724609 12.8332517 7.4505349 11.1370355 10.7964788 4.3656436 7.1286069 8.1885305 9.6622148 11.9276572 10.9573328 9.6341349 7.6204603 10.7532718 11.1398342 5.3436210 3.0216929 -0.6787646 9.7704006 5.4087153 NA 9.8930046 13.3914568 8.8270635 10.8521460 8.4709992 4.3980698 8.4245396 7.8487287 9.2488225 7.4911773 5.7135694 9.4349941 6.6699806 5.9651078 10.3338765 6.8758403 11.6287374 11.2677928 11.5638307 9.7327630 12.4639973 9.2652320 9.6307283 8.8834944 12.6145799 NA 6.2038941 10.6864808 10.1810352 6.8369517 10.1237684 10.3422319 9.3282793 10.2899188 12.4867871 10.8550684 6.8448137 9.6799032 9.2051171 6.6699806 7.2927956 NA 7.7263932 3.2281414 12.5163165 11.1780665 8.9487860 10.4961777 9.7990102 9.2054226 3.4911733 11.7542531 10.4678207 8.3574258 8.8796727 0.9061979 4.9359641 4.5307075 2.7806880 8.6521688 3.0216929 9.4427855 4.6431809 10.7506588 7.3156052 NA 3.0216929 11.3659876 10.5147774 11.5036463 10.5768707 10.5458567 7.9396374 7.1977691 6.4220193 10.0060006 10.0380715 9.1430260 10.4633590 -0.6787646 NA NA 10.2363844 9.5307054 7.7724630 5.5691781 13.3738200 11.6683196 9.1900745 7.2036505 11.2345154 2.3212643 1.3212354 NA NA 13.4685364 6.4297766 6.7475163 11.2460645 0.9061979 5.5880400 8.4034011 10.1612430 5.7806828 10.8364590 10.0794752 8.3546752 9.1885307 9.7006303 11.7362014 10.7647136 8.8986809 11.1386354 7.6476815 8.4349943 5.8604116 10.3331781 1.5812548 8.5418478 11.5458567 0.00666530 -0.00484610 -0.00180140 0.26671000 0.00404100 -0.00522790 -0.00678130 0.01126100 -0.02739800 0.00666530 0.00666530 0.00666530 -0.00484610 -0.00484610 -0.33818000 -0.33191000 -0.33191000 -0.33191000 -0.00968060 -0.00041585 -0.00124730 -0.00304750 -0.33179000 -0.33179000 -0.00678130 0.00110930 0.00277450 -0.33133000 0.01782400 0.03919500 -0.02739800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.332 0.000 0.000 11.1382356 7.4297766 8.1977691 6.1900123 NA 10.4427855 12.1513710 10.6128486 9.6510483 12.4473757 10.3170191 2.6431866 5.6066554 10.1792330 4.1286069 8.8428525 10.0260203 6.6699806 NA 6.1026119 6.2401158 -0.6787646 8.9174416 6.5786399 10.7237312 9.9954442 10.8297351 7.4811237 2.1286233 NA NA 11.2243807 5.6431809 8.9230229 0.3212354 7.9433037 9.332479 10.091090 9.238624 10.825078 7.445373 5.844815 8.629591 3.021693 10.934581 8.442786 7.216070 7.102612 8.481123 6.588038 12.677429 12.138436 8.691939 12.111193 11.813105 5.713569 8.930431 11.425851 8.079475 10.092741 6.788858 12.830780 8.118914 6.875840 6.540421 2.643187 9.967811 8.772463 12.026236 8.312774 13.939465 7.228142 6.275449 11.147403 8.871999 7.450535 15.834548 10.957333 11.555770 12.998862 10.311356 NA 10.847751 8.611271 10.038928 6.875840 6.747516 10.441490 12.065245 9.614724 9.930431 2.643187 6.875840 3.321250 11.376873 11.182339 7.817107 NA NA 10.307805 11.918141 10.328840 6.597376 9.722131 11.7135694 11.7579635 9.9954442 9.3670117 9.7704006 7.8681466 10.7537939 3.0216929 9.4798617 6.9433037 9.2386240 7.2812541 4.9936789 11.1269676 8.0761395 11.3557071 8.9883635 -0.6787646 13.3020164 6.9142320 5.0491733 7.3313604 10.5313145 9.2175843 4.6788043 6.9723032 8.7242642 6.8526331 12.2103757 4.7135694 12.0365705 10.1831143 NA 12.3268766 11.6856603 10.5602537 NA 10.7693683 8.4140091 2.1286233 10.0618761 5.6611025 7.0491722 9.4284691 8.4709992 10.3678167 8.3268766 7.5011612 3.2281414 10.6864808 10.1001505 10.3352724 12.5163165 10.2031307 10.1854382 8.8796727 11.8050678 7.6250330 6.3099365 10.3296806 10.1877582 3.7806880 NA 1.3212354 9.3282793 12.7470108 6.6250323 2.9062172 5.5880400 8.1730010 9.2145535 TCGA-B0-4843 57 1 320 NA kidney stage iii t3a n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.3564948 10.8267342 9.1235840 10.7472122 14.9430345 9.2974226 8.7672387 9.4364140 5.3312645 9.4525489 7.3137075 11.2566529 9.3092844 12.0670676 4.3602940 8.3161199 7.6944826 11.8431461 9.3826943 3.2839662 9.5730569 8.9103993 11.7263509 7.0844289 14.7835823 10.0609415 10.3057657 9.5804176 11.1113559 NA 6.3543499 13.7292510 9.5569788 9.2854623 1.9620307 8.7302164 7.8808955 9.8659140 11.0055152 8.1185368 9.2551207 8.3600631 8.8548279 NA 9.2839602 9.3327196 10.1015835 9.7433919 9.3239759 7.5718262 10.8473015 9.8858548 10.4166741 3.6250016 0.9620677 9.4869004 8.4777320 8.7779490 10.1015835 0.3770682 5.5668943 4.7693856 13.8896867 2.8365099 11.1731093 9.9926993 7.5816405 10.4296377 10.4862474 3.5469932 7.3486131 10.9620322 10.4973075 9.8507754 11.0081831 10.3018822 8.3137075 7.8528029 10.5944216 6.6624718 4.2350530 4.8033355 8.6320980 5.1319557 -0.6228207 10.1868378 12.2754821 8.5344165 9.8127398 9.4592187 2.5470056 10.2581836 7.9393118 10.4912154 9.1015834 8.6876826 9.9478740 7.9084509 7.1452536 9.6854086 8.3966604 11.2143033 11.5519953 12.0919591 9.6364127 12.1096611 9.2944418 8.6273679 9.6320982 11.0059708 9.7906976 7.7779490 10.8903037 7.7740596 7.9385105 10.5513712 11.1710793 7.7169196 10.0326004 11.4741142 11.0705566 7.2099592 9.8639047 9.1763350 5.6624733 8.3742492 NA 9.1032878 5.9006326 12.7156668 9.3671736 8.8749214 11.7398354 10.6172647 9.4895092 5.2099602 10.7843746 9.2067924 7.9393118 9.8293110 4.3770682 5.0209244 9.1168502 2.8365099 6.0635698 3.5469932 9.7758134 6.1049908 11.0499369 7.0102103 -0.6228207 1.9620307 11.0285698 10.7102250 11.3283544 11.0895967 12.0267749 8.2067922 8.3195841 5.5726138 12.5886538 10.5191767 9.9201015 10.8492528 7.4049755 NA 0.9620677 9.8200131 9.4377656 9.4816685 4.8033355 13.5462117 12.9671888 10.8334240 8.1642865 10.4139301 0.9620677 0.3770682 NA 2.6989963 12.2237353 6.8769159 9.6034819 12.4450081 0.9620677 8.4512111 8.4084537 10.4558876 8.6226222 10.0036913 9.8947391 9.7768816 9.9620322 9.1452541 11.1682325 10.0618183 10.0441813 9.9497698 8.0600641 9.6487895 8.4214636 11.6494079 4.4012140 9.1594619 11.1551468 -0.0569810 0.0146090 0.0193630 -0.0127130 0.0015255 0.0000000 -0.0459060 0.0237060 -0.0160170 -0.1572000 -0.0569810 0.0091705 0.0146090 0.0146090 -0.3953000 -0.3935200 -0.4018500 -0.4018500 0.0068044 -0.0127130 -0.0373540 0.0000000 0.0035305 0.0126810 -0.3986500 -0.0853620 0.0023581 0.0146090 -0.0030475 -0.0359930 -0.0044312 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3550651 7.2474348 11.0543489 7.6783832 -0.6228207 9.4035930 9.9478740 10.9813634 9.7991344 11.3428143 10.0783761 3.2839662 7.1452536 9.7068660 2.9620307 9.5344165 10.1032878 7.9084509 1.3770682 7.3312663 4.5469932 0.9620677 8.8158617 7.5962382 11.3108230 10.7274564 11.3911355 7.2288187 -0.6228207 -0.6228207 1.3770682 9.7853993 7.6578408 8.5217280 -0.6228207 6.8927699 10.2358278 10.3268964 8.8888224 9.7531950 8.6762776 5.6249957 10.1369578 4.0209288 9.7726037 9.3643336 7.9917798 7.1319567 9.6682404 8.7843374 12.7405200 11.7227521 9.9431237 13.3923976 12.5171005 6.4538846 8.7800817 10.5488719 7.3994377 9.9450257 7.8769153 13.1414229 9.9162285 7.3018821 8.7280089 4.5469932 10.5901738 9.5767421 13.0100648 10.4275985 10.4166741 8.8848644 6.3994377 9.2131200 10.0930316 7.5816405 15.2736622 11.0081831 10.9913194 13.0815137 10.6338680 0.3770682 10.7483018 9.2658129 10.1763513 8.3966604 8.7928114 10.3664642 12.4185577 8.9316585 11.2091685 6.6531948 7.1319567 7.2779364 10.4592187 12.5226834 7.4751019 1.9620307 NA 9.8137812 12.4209513 11.1693801 6.9991217 10.7586126 11.9140453 12.5167809 10.7274564 10.6989978 10.3421324 5.9162282 10.7704601 5.5268169 9.3657544 7.3486131 9.9972894 8.4458479 8.2505140 12.4081867 8.2718874 11.3586369 10.1682326 3.4645376 13.2501292 7.8310399 5.9620330 8.0799349 10.2839602 10.2877124 3.9620307 7.8446750 10.2170607 8.4681878 12.8161213 6.1319578 10.4698268 12.4240231 1.3770682 12.1111441 10.9511901 10.4282786 2.6989963 11.4911373 9.2581837 4.2350530 10.1779696 4.3770682 7.5166211 6.9006314 9.4592187 9.8137812 4.4645310 8.4960109 6.2839607 10.8903037 10.8008999 10.5063527 12.7156668 10.3833957 10.7906976 9.8293110 11.7121808 8.2749153 6.0775101 10.2358278 10.3203170 4.0775079 0.3770682 NA 10.6676646 11.2110863 8.9880944 4.5469932 8.4512111 8.4214636 9.8927696 TCGA-B0-4844 60 1 313 NA kidney stage iv t3a nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 1 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 4.508417e-07 2.12765957446809 19.1489361702128 21.2765957446809 31.9148936170213 25.531914893617 8.5154471 10.9560198 10.5412544 7.6365391 9.6395923 7.0392985 10.5703463 8.2963863 9.0652659 NA 4.2115807 5.2563955 6.9954823 7.8934472 8.7725597 10.1864379 11.9217322 6.8900332 10.4692861 11.0848091 11.7292663 15.2021255 10.4192319 10.6370484 7.9535685 6.5087836 5.8127908 14.4930085 7.5483118 NA 6.8267874 10.2761506 10.5569508 9.7873190 2.7539040 0.1688987 9.0863056 10.3001474 10.3618427 8.1376003 6.4357203 8.1026240 9.3388585 10.7655892 7.1801608 9.5846752 3.7538933 10.9682151 10.3104020 9.0773261 8.1801608 4.0269151 10.5894201 10.4310284 10.0269144 8.3237515 NA 10.9179062 1.6466235 9.0546298 8.2590460 0.1688987 10.1004098 9.6004311 8.6527493 10.0034361 0.7538612 6.2669664 10.3180455 2.6283537 10.2023565 10.8628560 6.9698331 4.2982184 10.4358898 11.9764897 10.1822562 8.7946423 10.3569041 16.8747481 9.9070257 7.9104005 11.5173850 4.6924942 8.7177552 7.1968391 12.1664658 6.4263218 12.1949381 2.5418865 9.0938351 8.0667792 8.9120849 9.0002406 NA 10.1989108 7.7273542 10.3630747 6.3686060 14.7944257 6.4168617 10.4530404 8.8934475 12.9006768 1.4908781 4.5264883 14.0779828 10.7138979 8.1231297 3.6924942 9.4692861 10.5504764 10.3250165 11.3670716 8.3135919 7.0996708 8.7311758 8.6924955 3.4908653 9.1173008 8.7781123 9.5396208 9.7206417 8.7022631 7.9859171 11.7093328 9.6697753 12.2598729 -0.8311013 -0.8311013 9.9851171 9.5396208 8.5783244 9.8073694 -0.8311013 6.0877959 2.1689308 14.1955002 7.3135914 10.9342196 13.1954569 7.8831791 10.3856793 10.2969278 4.2133239 6.7003149 10.2761506 10.1590375 10.3868912 11.1278052 9.8780173 8.2023565 9.2363678 11.1303832 4.1689308 3.4168668 2.9762903 10.3155022 3.4908653 NA 9.8127897 12.4785519 10.0818228 9.5930998 8.0454506 4.5951993 10.2577217 8.1347179 9.4387499 11.7748759 6.8900332 9.1913013 6.9568361 5.9633493 9.5676772 7.5352559 10.5666081 11.6545113 10.3765579 9.6290925 12.4601042 9.1447814 9.9154478 9.3636904 7.1745582 2.1689308 7.4727144 8.7330831 7.2169301 9.3352097 9.8632913 11.3250165 7.3186802 10.0057729 11.6040828 11.3525689 5.1462153 9.9978633 8.9160189 5.7538960 9.0907743 NA 6.8762922 5.1462153 12.2756600 10.0981919 9.5836187 10.6998275 10.8900327 9.0500475 4.0269151 11.6230734 9.6617881 8.2722215 9.5374399 -0.8311013 5.2563955 3.0758235 10.6339182 7.4025534 2.8693779 9.5009701 4.7836452 11.8829772 6.3903272 NA 0.7538612 11.4948010 10.4755648 11.2722213 10.8470935 11.0989316 8.2215016 7.7003149 6.1423154 9.9271568 10.5434297 10.0034045 10.4902980 NA 0.1688987 NA 10.1738561 9.5504765 8.4263214 9.5537172 13.0653605 12.8255818 10.9482425 9.2251783 10.5708797 NA -0.8311013 NA 2.3388522 13.3438592 6.4998507 8.7982900 10.8400322 -0.8311013 7.5909979 8.8475338 10.2323286 6.8271445 11.6258012 11.1404770 7.2878749 10.4392289 9.4215989 11.5275847 11.9273649 9.4908615 10.6390839 7.5352559 9.4728969 8.0728154 9.9986563 3.7345254 8.9564607 10.8484136 -0.0234180 0.0435170 0.0341900 0.4979700 0.0389300 0.4286500 0.0239230 -0.1299700 -0.0686950 -0.0234180 -0.0234180 0.0782290 0.0435170 0.0435170 0.0125910 -0.5163600 0.0447920 0.0341900 -0.4378300 0.0082715 -0.4830700 0.4286500 -0.0182780 -0.0277320 -1.0124000 0.4470700 -0.0035260 -0.0954450 0.0000000 0.2715100 -0.1093300 0.000 -0.436 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.933 -0.933 0.272 0.272 0.000 0.000 0.441 0.441 0.451 -0.113 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 -0.483 -0.483 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 0.000 -0.436 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.933 -0.933 0.272 0.272 0.000 0.000 0.441 0.441 0.451 -0.113 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 -0.483 -0.483 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 11.3738103 6.8271445 8.2484181 7.4989992 NA 9.6737525 9.5231828 9.0635391 9.6077253 11.8671932 9.9129263 0.1688987 6.2457485 10.1454976 5.6607860 10.7292663 9.4681416 6.9568361 -0.8311013 7.1173002 4.7235203 0.7538612 8.4635542 7.7349873 10.7562750 10.1864379 11.5695755 8.5719456 1.1689629 NA 1.1689629 10.5026480 7.5951985 9.4097248 NA 6.5698131 10.0454505 9.9044895 8.7632582 10.8719719 8.6806862 6.3388594 9.6293894 5.3186820 10.2669656 10.2316543 6.8968543 6.7836439 9.5385308 6.4168617 12.5841471 11.4058446 9.2826756 12.8783405 12.7529588 6.3084847 8.0576766 9.6747450 6.4073375 9.4647024 7.7873188 12.9255940 7.2878749 9.0515766 7.6567738 1.7539040 10.8329363 8.3463528 12.3372922 9.8217784 12.2598729 8.9002525 7.4727144 13.0223405 10.9698334 7.8831791 16.4093708 11.1278052 10.9702376 13.3339975 10.6647885 0.1688987 12.2148638 7.0877970 11.2457491 7.5352559 7.9404228 10.4031521 11.9002525 10.0104979 10.9112429 4.2982184 6.5352552 6.6527489 11.0014280 12.0515765 5.8693730 0.7538612 NA 10.3306952 12.3277009 10.8561735 7.1689338 10.0245807 11.4324961 12.3789960 10.1864379 11.0848091 10.4192319 6.8199849 11.7496631 5.5264852 9.0346667 4.5951993 9.4772726 7.1801608 5.8127908 11.9688100 9.6846333 11.0273031 9.9019489 1.1689629 12.5104523 7.7016398 6.2133278 8.2231034 10.3971509 8.5242847 3.6924942 9.0469843 10.1267610 7.5396210 11.5572199 4.6283653 10.6627890 9.7762637 NA 12.5577580 11.7578823 10.6934752 -0.8311013 10.2577217 9.2105927 4.5612528 10.6406087 6.3977516 7.4168608 8.6846333 8.0454506 10.1918977 6.4818172 8.5110082 3.3388522 8.7330831 10.7867728 10.6792031 12.2756600 10.4987299 10.5531776 9.5374399 12.4073382 8.1940733 6.4168617 10.4795463 9.7576482 4.3388594 0.1688987 NA 9.6477031 11.6612875 8.5547960 2.4908525 7.5909979 8.4403966 10.3741158 TCGA-B0-4845 70 1 1986 NA kidney stage iv t3a nx m1 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 100 0 0 0 9.0613107 9.6820493 8.6722683 6.3388451 9.9442712 7.9590961 NA 4.1663620 8.9961579 -1.1124747 NA 6.4345282 7.7173563 10.5480751 9.7564561 10.9093075 11.8805718 6.1355615 9.4707162 11.7097999 12.5559645 14.0891165 10.4369369 11.6136387 7.9724417 7.6142946 7.1355605 10.1206539 5.5023433 -1.1124747 9.2885129 9.5819914 10.6873199 10.3974085 3.1355677 2.5880850 8.6155539 9.8981616 9.8323456 9.5106004 6.4190146 9.8883378 9.9354390 10.5715053 6.4498766 9.7672168 4.4422203 10.8105895 10.2440855 8.2906456 8.8490832 -0.1123188 9.9737697 10.0823903 10.6202250 8.2207889 NA 10.6370462 -0.1123188 9.2670118 8.3552392 -0.1123188 9.9843487 9.8242714 8.6933772 9.4788006 -1.1124747 6.4875458 9.0873058 5.9644495 11.2820962 11.0783841 10.9574188 6.5600592 10.4218975 11.7547191 10.8176316 9.1260382 10.9604360 15.5072803 9.6466894 8.7014146 10.0928158 5.4111957 10.1104284 7.7014146 10.2479319 5.9429156 11.9617750 2.7945198 8.7145632 10.3764778 11.4053029 9.0233427 1.6949693 10.0411855 8.2583210 12.4454561 6.8932578 14.5909658 9.7125922 11.3325811 7.9510288 10.9780768 NA 6.5096848 12.8756080 11.3360079 8.6035956 2.7945198 7.9100011 9.5889400 8.0373806 11.1911289 8.6689931 8.8050054 9.2241401 9.0246247 NA 9.6500156 8.1236476 9.6307849 10.5228981 8.2407804 7.4072695 11.4332109 9.7487203 11.5335170 0.4725917 0.8876033 10.1561755 8.5570501 9.2274836 10.0013757 -1.1124747 8.0848504 4.7456138 14.3724878 5.7824505 11.3638734 12.5008474 8.4574892 9.2528624 9.9711128 3.7945198 7.8064968 11.1681143 10.8566602 10.1776524 11.4516662 10.5543013 8.9292927 6.7331238 10.7794172 4.6425225 3.0575542 6.6885329 8.6104410 0.8876033 -1.1124747 9.9395221 11.7909505 10.0252651 11.1470825 9.4995804 5.1899510 10.6792034 8.3409040 10.6286369 11.8740089 7.1355605 10.5328415 5.7331238 6.5096848 10.1596800 8.6624206 11.1263368 11.0572453 14.0136119 9.1897584 11.7430860 8.9086133 9.7038171 9.3844872 10.1550054 NA 7.8734755 11.2322068 11.3296050 8.8225629 10.3577839 10.8191097 8.0373806 10.4489214 10.6852950 11.1411855 4.9961582 9.6299429 8.5890267 6.6223433 7.8505294 2.2095469 9.2319294 7.3834883 12.7482355 9.2550482 8.6307848 10.7193365 10.6832673 9.5741341 9.0860786 10.9743635 9.2517681 7.7362565 10.3060131 2.7945198 5.1355595 6.0373800 0.4725917 6.4498766 4.3470632 9.9994213 7.9100011 10.0180046 7.4465896 -1.1124747 -1.1124747 10.9337343 10.4126648 12.0064124 11.0117548 12.4895203 7.2670123 9.3739657 6.1516072 12.1829719 11.2104066 10.0793096 11.8427385 -1.1124747 0.4725917 0.4725917 10.0581846 8.6739030 9.9313443 NA 12.3540924 14.8026258 11.3468089 8.1746761 10.2643015 0.8876033 -0.1123188 NA NA 14.1414440 8.1660827 9.4287301 12.0735929 -0.1123188 8.9523764 8.6024799 10.8638396 8.3814889 10.9817112 9.6599481 9.4847548 8.9113878 8.8183710 11.1086163 10.0940374 9.7315546 10.3175632 7.8272125 9.9602752 7.8064968 11.0026771 5.1544212 8.1523340 10.5192653 -0.3575800 0.0000000 0.3803900 0.0143300 0.0272160 -0.3600000 -0.3584000 0.0000000 -0.1725700 -0.3525900 -0.3525900 -0.3590600 0.0000000 0.0000000 -0.7597400 -0.7496800 -0.7496800 -0.7496800 -0.3536200 0.0143300 0.0193630 -0.3660100 -0.7447300 -0.7447300 -0.3584000 0.0154470 0.0168450 0.0069401 0.0165650 -0.0324500 -0.1605200 -0.358 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.338 -0.338 0.000 0.000 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.365 -0.354 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 -0.745 -0.745 -0.173 -0.173 -0.358 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.338 -0.338 0.000 0.000 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.365 -0.354 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 -0.745 -0.745 -0.173 -0.173 10.6759440 7.2927753 10.3233037 7.3205930 NA 9.1461995 5.3470668 10.5560133 9.7595387 11.2239727 9.8620481 1.4725917 6.8183713 9.7346908 5.3305763 8.2842383 10.1080118 5.7331238 0.4725917 7.7794173 4.4725982 -0.1123188 8.7549122 8.8213240 10.9756233 10.9093075 10.6141709 7.4151105 2.4725917 0.8876033 1.2095781 9.7937725 7.3794867 9.0026772 -1.1124747 5.9856666 9.9347574 10.0342021 8.4383802 10.8076141 8.4248520 3.8876325 10.6475217 5.5023433 9.6198009 9.4209632 7.9016537 7.5776312 9.7564561 8.6689931 12.7745684 10.5440584 10.1868415 13.7967296 13.1526624 7.2670123 8.4931129 9.1092205 6.0475057 9.7291979 6.6425211 13.4332013 9.6787964 8.9817111 5.3470668 2.0575542 9.6722683 8.9456253 12.5428287 11.0332473 11.5335170 9.3367821 7.5880730 7.6053099 11.3904653 8.4574892 15.3028801 11.4516662 10.9214006 13.6793560 10.7070143 1.6949693 11.1107302 10.1331861 10.3144224 8.6624206 8.5688720 9.9757591 12.8050056 9.5511916 11.2807558 2.3470703 7.0220593 6.7331238 10.4655343 13.1989561 6.5741333 -0.1123188 NA 10.6121473 12.2098433 11.4240288 7.3754739 10.8327115 11.7637667 12.7653969 10.9093075 11.7097999 10.4369369 7.3347166 9.9557400 6.2451857 8.7672168 6.0475057 10.2446356 6.4498766 7.8734755 12.8411361 8.9002579 11.4921867 11.1500220 4.0169152 13.8073814 7.7797207 7.3470650 10.3724563 9.7982762 10.2196700 4.5880730 8.8432832 10.7201279 8.4287299 11.6446067 3.8418323 10.2451854 10.8706270 -0.1123188 11.6161918 10.9061814 10.1509027 2.4725917 12.3069353 9.7610776 3.5314938 9.7236838 9.4800906 8.4033333 8.7518195 9.4995804 9.5172359 3.4111957 9.6189526 5.0774567 11.2322068 10.6873199 11.1013453 12.7482355 10.1355610 11.2238611 10.3060131 11.0995218 7.4072695 6.1637583 10.1532485 10.1055911 -1.1124747 0.4725917 -1.1124747 10.7066150 12.3992021 9.2073055 4.2451838 8.9523764 8.5984400 9.7997743 TCGA-B0-4846 52 1 1200 NA kidney stage iv t3a n0 m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.95808115 7.11871894 9.57815075 11.57650206 11.72779570 13.10211662 9.89201573 12.00675858 8.22356156 8.54818382 7.65201962 12.54869242 5.66200321 NA 9.13851935 8.80964724 9.91724377 9.66138157 3.23698236 0.06708796 8.26672939 9.36473744 10.87226340 8.96792366 5.72050011 5.73002308 10.35515395 10.07221368 4.61137897 11.09034925 2.06705354 10.48138987 11.16201430 8.26345419 7.86363744 2.06705354 11.21510978 9.97844892 10.68697125 8.27975589 0.06708796 11.01657488 1.96753754 8.79950699 8.10597606 1.65200456 9.98393159 9.68666562 8.23698188 9.58345947 -0.51787454 6.20319332 9.19719851 2.94151952 11.50237993 10.29427175 11.30426689 4.15451840 11.73480868 14.55447831 11.42991400 8.42892751 9.82528017 16.23700152 9.25193231 8.75938190 9.71810865 5.22356156 9.84129497 7.11871894 9.89307578 5.34007440 12.19150140 1.82692468 7.85356594 9.48209440 10.86633860 9.16596619 2.28945088 9.50654165 8.21680405 12.72154381 7.91045446 15.95238377 9.67130133 10.97465370 6.75821922 11.14364992 NA 2.18253340 13.37126565 11.81147035 8.23196370 3.90836139 8.72645830 9.27569782 7.39198763 11.42808689 9.79781016 8.61137749 8.91984656 8.64700144 -0.51787454 10.25234540 8.14743034 9.47927402 9.63057111 8.93844900 7.78587549 11.96545805 9.09680422 13.28924809 1.06708796 0.80405356 9.37463720 9.80176655 8.78015686 9.92140598 -1.51787454 6.29587544 2.28945088 13.32812345 9.50792602 10.68697125 12.97882341 9.97093876 8.22187515 9.25027876 4.38898163 6.63184203 11.20639512 11.07221362 9.22860876 12.19234772 10.67068333 8.91045476 9.88829941 10.59388221 8.17209242 1.65200456 5.22356156 7.97594997 2.28945088 NA 9.98840208 12.63374529 8.80852406 10.32444475 9.57617215 1.94151952 10.92633291 7.60621568 9.44402159 11.52495076 7.38898507 9.09680422 4.74887981 5.66070904 10.28743524 9.41873242 12.03079595 10.55790783 13.17781211 8.61532654 10.98592019 9.05479477 11.10208508 9.48771907 9.62802661 NA 8.57352980 11.07944872 12.38761026 8.79419457 9.47574052 11.61988611 8.75472419 10.51620558 11.52118484 11.20191108 6.07455253 9.63247635 8.16780699 5.16859390 5.84841763 -0.51787454 8.80176655 7.10047943 12.63398305 9.74536357 9.24364576 10.39983951 10.14431779 9.84568167 5.95782872 10.43936341 8.93639384 7.49052280 9.85060083 2.28945088 4.34007797 6.40690736 0.06708796 4.54818382 3.42600974 10.88350734 6.60621568 10.07238212 6.42589900 NA 1.06708796 10.50550224 10.01542411 11.48684161 10.93613666 10.94868078 8.32601550 9.47148887 6.89050871 11.81650743 11.60766935 10.42057135 12.10105341 -1.51787454 1.06708796 NA 9.72407757 8.67068316 10.02222243 6.94969950 14.77841921 14.41130661 11.54126987 7.44276273 9.92866079 1.06708796 0.80405356 -1.51787454 NA 14.23974489 8.81748480 9.35553852 11.19419148 -1.51787454 8.90731042 9.09541417 11.31181716 7.54008618 10.44932066 9.14920601 9.63374524 8.56024531 8.87762862 11.53924006 11.21362560 9.73712310 10.63152404 7.75355774 9.64195942 7.12595067 10.55924400 3.92735605 7.31577542 9.60038666 0.00541390 0.00194180 0.00805670 0.00000000 -0.00401620 0.00903120 -0.01257600 0.00055459 -0.01876500 0.00541390 0.00541390 0.00541390 0.00194180 0.00194180 -0.00138580 -0.53165000 -0.53165000 -0.53165000 0.00138680 0.00000000 -0.00373030 0.00012383 0.00499690 0.00499690 -0.00939880 -0.00013862 -0.00110870 -0.00518070 -0.00443120 -0.01133500 -0.01876500 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.7529737 6.6419665 10.3082456 6.4496092 2.2219389 8.6644889 5.7205001 10.2358962 10.0931192 11.3356730 10.2184964 2.1825334 6.0670578 8.9405010 4.4593726 7.9799464 11.3185394 4.7488798 -0.5178745 6.8571338 5.6113760 -1.5178745 8.9135920 7.2031933 10.0448950 10.8516918 10.6052653 8.7995070 1.8040122 -0.5178745 -1.5178745 9.4806848 7.9083590 9.4128317 0.4821255 7.0968047 9.8636374 10.3559230 7.7512213 10.3118172 8.8538712 5.3889851 10.8090856 5.9250381 9.8744118 9.7187067 6.6719189 7.1004794 10.4697137 7.0095711 13.3072023 9.9099310 10.4359271 14.0257607 12.7877287 8.1274104 9.0222224 9.3570758 6.7813020 9.2667294 6.7394823 13.2517774 8.7663401 9.5448151 5.1825334 NA 9.9977943 9.4615196 14.1715738 10.1571694 13.2892481 9.5919251 8.0820074 9.6388097 12.0457674 9.9709388 16.0329464 12.1923477 11.5483518 12.7729773 10.5350021 0.4821255 11.2195530 10.3643554 10.8338619 9.4187324 8.1703447 9.9879060 13.3541440 11.4668689 11.7191550 3.4820996 5.0519506 6.0519506 11.5372074 12.8984961 7.5187900 NA NA 12.1455414 12.5922515 11.4474946 7.6743872 11.1894536 11.26222407 13.11900223 10.85169182 11.57650206 9.89201573 7.30227335 12.22514063 6.32758498 9.06423645 6.37083733 10.16684309 4.61137897 8.17558149 12.82824317 9.18945346 11.55707210 11.09542353 2.65202751 14.06403055 5.99929200 6.25027947 10.34213769 9.93844886 10.02028342 5.45937588 8.95782785 10.54346563 8.18426690 11.08664765 6.95376926 12.04159105 10.61780372 -0.51787454 11.71810865 9.82250089 10.51103646 0.06708796 11.50220627 10.01006005 4.90836139 10.12414613 9.12053028 9.01347594 8.44064704 9.57617215 9.31837356 4.15451840 8.60879890 4.50446150 11.07944872 10.53092187 11.51586154 12.63398305 10.46330489 11.36931505 9.85060083 10.44535178 7.04433728 5.89148481 9.31498445 9.06235300 NA 5.76342220 -1.51787454 11.77168110 11.78177185 10.04529074 5.63184058 8.90731042 8.26181380 10.30784823 TCGA-B0-4847 60 1 793 NA kidney stage iv t3a nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 3 3 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.7113893 7.3762053 8.8295708 8.3481908 -0.6461122 7.4885206 8.4856945 0.3538878 2.1214796 6.7461542 6.7967807 9.4779586 10.0289122 10.3768986 11.8776443 4.1611944 11.0080258 11.2614792 12.3772452 13.4807523 10.5212555 10.9625542 9.3995971 7.1417403 5.4413009 11.8374012 7.1867273 NA 7.2607276 9.8576630 10.9537502 10.6017648 4.0542755 2.6757708 8.3706456 9.8546792 11.8135251 7.8968694 6.5337471 10.1898877 9.4818317 10.2387710 6.4199265 11.4165581 0.3538878 10.4837643 9.7947065 8.3510169 9.4279788 2.8132784 11.7581806 11.1704210 9.9749735 7.4465945 0.3538878 10.3187125 2.1001367 9.4574792 8.1579683 1.3538314 9.9055456 9.6564763 8.3566522 9.7257011 3.8774007 7.9462946 9.0783512 1.3538314 9.9940823 11.7693150 5.3982306 1.6757708 9.1898562 13.7850738 10.4792508 9.4959443 8.7674651 15.9585064 9.2756783 8.3954964 9.6936873 5.1867264 9.6541899 7.5137086 10.3446504 4.1087252 11.9069866 2.5237627 8.4087131 10.0341969 10.2001112 8.7821975 3.1611944 10.2433413 7.8968694 12.2507373 6.2364811 16.7099307 7.2786502 10.8247605 6.9758892 11.3689039 -0.6461122 3.4412976 14.8093893 11.2779075 9.7353804 4.2118221 8.0084734 9.4933887 8.0191731 11.1195378 7.8456901 8.3368310 8.6507534 8.2637302 NA 9.2180236 8.8734736 9.7801021 10.1253268 8.7525810 8.0156152 11.2279388 9.7146844 12.2891866 2.5237627 3.8774007 9.7884655 8.9958889 9.5448966 9.9509588 NA 6.2727007 5.2364811 14.0484129 9.1692205 11.3619158 14.4421287 7.2364802 10.5337464 10.9620922 4.8132681 7.5922417 10.4991326 10.1128932 11.2402960 11.0989486 10.3741228 8.2149242 7.8616322 10.8954180 2.8132784 1.9388127 3.6017678 9.5922421 0.9387751 NA 10.1095595 11.8466920 10.1708210 12.1762090 8.5111842 3.6757708 10.6931307 8.7695790 9.7854185 8.1384720 5.1867264 9.1203662 4.9387986 5.5436629 9.3268171 7.5337463 10.7921094 11.3800149 12.0794166 9.8928797 12.1103937 8.7905489 9.7988521 9.1269765 7.8416776 NA 7.0749367 10.8255126 10.5436372 8.7614661 9.2904753 10.1547372 8.1514986 9.7821975 11.7280618 11.3062146 4.5632924 9.5325022 8.8485929 5.6392408 7.3138390 3.5237627 7.0191737 5.3311176 12.6354776 11.0284710 9.0594697 10.5368523 11.1396984 8.5337463 6.5337471 11.3021790 9.2211161 7.8456901 9.7759021 -0.6461122 5.7632283 5.4199265 NA 5.6392408 3.8774007 9.4426255 5.7967820 9.0138332 7.2747257 -0.6461122 NA 11.2268969 10.2402961 11.7850738 11.2044149 12.2290107 7.2055861 8.6553336 7.1560305 10.7348395 10.4419630 9.8665778 12.0468886 4.3538384 NA NA 10.2234312 9.3692525 9.4805418 1.3538314 13.2014820 13.1536249 9.3439414 7.9030829 9.9758892 -0.6461122 0.9387751 3.7461515 NA 13.6259568 6.5826554 9.2486551 10.3650646 2.1611783 8.1930413 8.4675795 10.3671600 9.4064053 10.9045841 9.9703862 8.7801021 10.4734269 9.1482531 11.1938284 10.2926818 9.3636659 10.4927491 8.3762053 9.3624760 5.9537495 9.8675649 4.2374566 9.0289652 11.5340573 0.00214280 -0.00277070 0.00266300 0.47032000 -0.00636680 0.00374650 -0.00290910 0.00263570 -0.02219500 0.00638710 0.00638710 0.00214280 -0.00277070 -0.00277070 -0.51887000 -0.51249000 -0.53571000 0.01126100 -0.00068012 -0.00415460 0.00708260 -0.00917750 0.01112100 0.01112100 -0.00290910 0.00027728 0.01000600 -0.51476000 -0.00498440 0.00000000 -0.02219500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4914689 7.2364802 9.6903439 7.3809138 0.9387751 9.9685471 4.8774007 9.1411032 9.5970113 12.0065927 9.8705222 -0.6461122 6.3196215 10.1803858 5.7632283 6.7967807 11.0736540 4.9387986 1.9388127 8.2992813 5.9831943 1.3538314 8.7967807 7.7632283 11.8408584 10.3768986 11.8110335 8.0333173 1.6757708 -0.6461122 3.3538314 10.5952247 8.0438355 9.4050463 0.3538878 9.2055863 9.1302704 10.0672239 8.9922733 10.4413001 8.6892279 7.2486553 9.9518898 5.8773983 9.4118292 9.8326070 7.4882635 7.8496922 9.2516829 6.8773995 12.1981508 11.5262649 9.4333221 13.5909726 12.7462889 6.6392394 8.6484583 8.7157812 7.4413000 9.8616319 7.1930413 12.7756392 7.5337463 9.6088660 4.6017678 2.5237627 9.4649731 7.1547371 12.8483180 10.4125056 12.2891866 9.3803608 6.1740168 9.0385860 9.8486929 7.2364802 15.0977250 11.0989486 10.6959120 13.5962672 10.6351878 2.1611783 12.3573552 8.4831205 10.7370016 7.5337463 7.9722228 10.1302704 11.8650958 11.3371872 10.9383301 1.6757708 7.8616322 6.0953042 10.5754245 12.8743333 8.2697167 0.3538878 0.9387751 9.9387998 12.3901827 11.3080155 7.4465945 10.0774983 11.0990915 11.7296913 10.3768986 11.2614792 10.5212555 8.6112251 11.6698360 6.0262623 9.3927564 6.8132694 9.6276329 6.4199265 5.4623632 11.3221333 9.3311174 11.1611922 9.7821975 3.2607333 13.9369201 7.9798750 6.9312658 10.1063519 10.2402961 9.7536493 5.3982306 7.1351973 9.1417398 7.4831201 12.3074882 5.3080332 12.2877124 9.8204238 NA 11.1523091 11.1116440 10.3368309 0.3538878 11.2693433 9.5035845 4.4412976 10.2318882 9.0102623 6.6484583 7.8734736 8.5111842 10.0935252 6.0542776 8.9331533 4.3080332 10.8255126 10.6386614 11.0710853 12.6354776 10.0620591 10.3913843 9.7759021 11.3439413 6.6667197 7.0611962 10.3145633 9.8336177 2.3538314 2.3538314 -0.6461122 11.2016777 13.2419489 8.3594619 4.2607258 8.1930413 8.3678576 10.1028687 TCGA-B0-4848 54 1 883 NA kidney stage iii t3b nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 7 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.36727364 11.90476959 14.81838066 9.86615102 11.04644359 8.90370082 6.74725580 7.04999009 14.32388773 5.67559578 NA 7.41256053 9.61245074 9.82834898 9.67559473 1.72805111 0.92067441 9.31516995 9.58426541 11.26915877 8.63838378 6.66890058 8.02399492 10.25106398 10.88649154 7.55006413 11.09157119 4.89798579 10.06536551 11.02005501 8.25609780 6.92070775 3.31302812 11.91045652 10.58515447 10.40401921 7.35949921 NA 10.26442594 2.24263299 9.83807928 7.72160712 0.92067441 10.18045050 9.60808291 8.74884359 10.30123324 0.50568772 6.91506072 9.77089411 3.67559014 10.90939195 9.62547544 11.26361528 5.14952765 11.76802499 10.79107194 11.25162413 9.15545276 9.62720318 16.32790860 9.20610936 8.40250646 10.56906485 3.50567502 9.28702942 7.27385433 10.70288641 7.74407429 13.24002655 1.50568772 7.54962682 8.86907435 10.20610948 8.71998871 2.50566232 9.57265589 9.62720318 12.15207844 8.06536551 15.11317151 9.09563279 10.94188502 7.96236625 11.70656832 NA 7.82157374 13.15941051 10.55733187 7.08057879 5.24263680 8.99350964 9.40250667 9.98072753 10.53265417 8.35533568 8.14470871 9.14229447 9.21532793 0.50568772 9.80868944 8.75201462 9.55642539 9.80945046 8.56996343 8.57534334 12.36254005 9.42055314 12.53805991 3.62114930 1.92071252 9.65626324 9.69387946 8.70042654 9.96168178 NA 2.38014760 0.50568772 13.90294326 7.50190802 9.68889160 10.82797348 9.49719160 9.23359020 9.80945046 4.89798579 5.77868694 10.42254439 10.79952448 10.15970902 11.55028923 10.18338937 8.01346449 9.77011231 11.11945922 4.82759549 2.62114930 4.96510086 8.07045427 4.13015661 -1.07917317 9.96031173 12.66217423 9.90868173 10.20089799 8.82909986 2.62114930 9.36261388 7.50942191 9.06098741 4.72806200 6.93193475 8.63495259 5.95413115 5.82963902 9.84031546 8.83060045 11.60633206 11.68723613 11.92017880 8.96099699 11.62957556 8.91788670 10.25888645 9.48199514 7.73448812 -1.07917317 7.38013894 11.17337264 11.31443551 9.30551254 9.50096573 11.37962643 8.26943529 9.83957040 12.40313708 11.29900208 4.67559578 9.99752289 8.38633503 6.32158722 7.53541692 NA 8.39644081 6.86907435 12.75290500 10.43739213 8.96099699 10.80792786 10.46952918 8.92492768 3.50567502 10.75723498 9.12650057 8.83957040 9.61157815 1.24263299 4.98679773 4.98679773 3.38013374 7.96510144 3.31302812 10.73007345 5.20610790 11.02424750 6.26393769 NA NA 11.23273929 10.41506282 11.48890087 11.56388699 10.54960834 8.98679630 8.73769082 6.57720372 10.91364558 11.02694298 9.81628258 10.25832918 NA -1.07917317 NA 9.69467060 8.99082811 8.90227441 7.87199207 14.35282498 13.35728865 10.70411477 7.40480522 10.42502965 -1.07917317 1.72805111 -0.07932559 NA 13.32724444 7.98410226 8.64009596 11.43295388 NA 7.86028622 9.38464023 10.78721344 4.50566867 11.21187795 9.77167532 8.84996549 8.91364551 9.22562897 11.36727364 11.16744781 9.06281438 10.90263122 7.40048755 9.92773456 8.46180397 10.11361651 4.49632173 7.06306929 10.11114924 0.43682000 0.00152550 0.01028500 0.19284000 0.03059100 -0.01188700 -0.02548300 0.17584000 -0.03198500 -0.01904000 0.00666530 0.43682000 0.00152550 0.00152550 -0.47446000 -0.46579000 -0.46579000 -0.46579000 0.01544700 -0.05664700 -0.46749000 -0.01188700 -0.22601000 -0.22601000 -0.02548300 -0.00373950 -0.00426530 -0.42407000 -0.00097017 -0.02944800 -0.02835500 0.000 0.000 0.000 0.000 0.211 0.211 0.000 -0.422 0.000 0.000 0.000 0.000 0.000 -0.208 -0.208 0.000 0.000 0.000 0.425 0.284 0.284 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -0.226 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.211 0.211 0.000 -0.422 0.000 0.000 0.000 0.000 0.000 -0.208 -0.208 0.000 0.000 0.000 0.425 0.284 0.284 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -0.226 -0.473 0.000 0.000 10.51503185 6.93751507 9.93472775 6.30605257 NA 8.89368711 11.71227713 9.69793780 10.69054508 11.56715795 10.53265417 NA 5.79107170 9.27715928 1.92071252 6.65541623 10.13198721 5.95413115 -1.07917317 5.96510086 5.87490268 -0.07932559 8.84551985 6.73448880 10.75151954 10.97463313 10.13466812 7.84551953 -1.07917317 NA -1.07917317 9.61245074 7.29139451 9.32691233 NA 6.53541692 10.16922778 10.55778485 8.39846539 9.75280612 9.51689705 5.92070775 10.65287463 4.67559578 10.68847789 9.69960577 6.86907435 6.26055640 10.75596812 6.47529569 13.63022190 10.41155812 10.24207166 12.80325477 12.19012616 7.51316462 9.13381138 9.81703960 9.75754652 9.71024095 7.70534209 13.21281313 8.32371908 8.24037921 6.14952562 3.38013374 10.80564086 9.25832906 12.67402845 9.11176635 12.53805991 8.61070523 7.50190802 12.26611249 10.50895338 9.49719160 14.85045108 11.55028923 11.73629068 12.97319038 10.69343416 -0.07932559 10.97937546 9.25721386 11.49671909 8.83060045 7.54275873 11.03997265 12.96757545 11.04870156 11.39542467 2.62114930 5.42850088 6.79722444 11.83863869 12.11746301 7.60720749 -0.07932559 NA 11.75241034 13.25225403 11.23385386 7.04482905 11.00518346 11.28484191 12.63237420 10.97463313 10.36727364 9.86615102 7.09063223 11.89870261 5.39644038 9.01742228 6.15911246 9.92281896 7.55006413 6.99216907 12.53380143 8.48676143 11.97869895 9.91222905 -0.07932559 12.63945415 6.70612714 5.83957166 7.91754812 10.61984581 9.93263332 6.89798700 8.93612230 9.93890737 7.70452411 11.77713274 7.08057879 12.17691591 10.36727364 1.24263299 11.46470568 10.69013184 9.90797131 NA 10.37962648 9.20379555 3.87490514 10.22105985 9.58426541 9.43245985 9.23698882 8.82909986 9.37393678 5.92070775 7.89512203 5.77868694 11.17337264 10.24207166 11.37140302 12.75290500 10.18397648 11.07552534 9.61157815 10.79799136 8.13016073 6.42850255 9.81021124 9.64522105 -0.07932559 NA 0.50568772 9.92000264 10.66665879 8.89655522 4.16863401 7.86028622 8.01610404 9.82383596 TCGA-B0-4849 51 1 69 NA kidney stage iii t3a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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8 12 20 44 16 10.2859312 10.8995560 9.1386732 6.6003218 10.3274551 8.2128174 1.1656869 8.0775944 9.2425089 0.1656869 1.5358539 5.1429729 6.4418171 10.6194784 8.8131517 10.6739833 11.7257872 5.3356190 9.7241141 11.3714866 12.3190870 13.6131382 10.2617495 11.1582776 8.1401079 7.6575464 6.9071599 10.7336494 7.1600469 NA 9.5708029 9.7345994 10.6675304 10.1379552 4.1198873 2.3356262 8.5877580 9.9363572 10.7534708 9.4040980 4.1198873 5.5750854 9.9122076 10.0650503 6.2425091 10.4423993 1.9730602 10.7693197 10.6065624 8.5144213 8.8902071 0.1656869 11.0256163 10.0429774 10.3733178 7.9138863 NA 10.4371038 1.4876407 8.1880611 8.1600469 -0.8341845 9.9738530 9.4499391 8.3653658 9.3544429 0.7506922 6.7877446 8.5961458 1.1656869 10.7515948 11.2324552 9.1052726 5.3154394 10.5970289 11.0620257 11.3258799 8.8041291 10.3001196 15.9852612 9.6230742 8.4348200 8.8310291 5.2317818 9.9380078 7.3604503 10.9130471 6.5232452 11.5718983 2.8037643 8.3284371 9.9511458 11.7497162 9.0650501 2.3356262 9.7693197 7.7202819 11.5080458 7.0483365 15.6230723 9.7174016 10.9036251 7.8695969 11.2742177 NA 1.7506494 13.2931234 10.9466431 8.7785618 1.7506494 7.7804033 9.6960996 5.2742169 10.9682097 8.3280847 8.9762648 8.6495091 8.6474926 1.7506494 10.0399062 8.0785826 10.0429774 10.3812263 9.3179780 8.3154403 11.2243785 9.3653656 11.8440734 3.9205791 2.6251302 9.6892553 9.3665919 8.8363496 10.0283306 0.7506922 6.0605100 4.1198873 14.0069136 3.2531573 11.6039654 11.5504770 8.1401079 8.4277880 9.6912141 4.3751437 6.4966109 10.6127766 10.5935299 9.8140509 11.4464264 10.4982894 8.9519631 6.9858727 10.8825128 7.4785763 1.9730602 5.1880606 8.6555411 1.4876407 -0.8341845 9.3406190 12.5083236 9.6220478 10.6271727 9.2478423 2.7506494 10.8438532 8.6454736 10.2669600 11.2022103 7.0665596 9.7431221 11.1529573 5.2317818 10.1915250 8.4230810 11.3564439 11.1870203 12.6136805 9.1073573 11.5935299 8.3653658 10.1213433 10.0127506 9.8310293 NA 7.6615487 11.3647521 11.0927268 9.0857632 9.9674016 11.1977391 8.3306001 10.1859788 11.3428013 11.3536639 6.7355493 9.9730483 8.2982702 4.9205791 7.5877580 1.4876407 8.3306001 6.5665732 12.5576081 9.9850741 8.9020953 10.8412093 10.9276600 9.7288895 7.6127764 10.8686581 9.0710802 7.0785832 10.0483363 0.7506922 3.9205791 5.9730487 0.1656869 4.2949736 4.5919606 10.0658053 7.3456022 9.7162285 6.7730231 1.1656869 NA 11.0804521 10.4394889 11.6312597 11.1628728 12.0350943 6.9071599 8.3919610 5.1173293 11.1393906 11.0213404 10.3702645 11.1253331 -0.8341845 NA 1.1656869 9.7822421 9.0483365 9.6970748 2.7506494 13.9052630 14.1337300 11.1329196 8.7670370 9.6754682 0.7506922 0.7506922 2.3356262 -0.8341845 13.8166889 7.3702646 10.0283306 12.1173423 NA 8.3921053 8.6373686 10.9609213 8.3921053 10.7241140 9.7767181 9.1543779 9.2610902 9.0422101 11.2581201 10.3399948 9.5396460 10.6112255 7.8867928 9.7986886 7.0605111 10.6640439 5.2875388 9.1472606 10.1678051 0.0011093 0.0080567 0.0181030 0.5877500 0.0105640 0.0059700 -0.0060904 -0.0190400 -0.0417020 0.0011093 0.0011093 0.0011093 0.0076392 -0.0203680 -0.6093200 -0.6093200 -0.6093200 -0.5932200 0.0143300 0.0054139 -0.6018700 -0.6282700 -0.0027707 -0.0027707 -0.0060904 0.0030522 0.0084743 -0.0049844 -0.0176660 -0.0280810 -0.0580580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.593 0.000 0.000 0.000 0.575 0.575 0.000 -0.592 0.000 0.000 -0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.593 0.000 0.000 0.000 0.575 0.575 0.000 -0.592 0.000 0.000 -0.610 0.000 0.000 0.000 0.000 0.000 10.3745373 6.4603134 10.0088292 7.0148172 1.4876407 8.8953141 6.1991168 10.4712592 8.9682097 11.3470195 9.7572156 0.7506922 6.5055432 9.7164400 4.0725860 8.4254366 10.2846344 11.1529573 1.4876407 7.7767179 5.8381198 0.7506922 9.0033211 6.0111825 10.8168481 10.6739833 11.1481628 8.3103515 1.1656869 NA 2.8661365 9.9657843 8.8381185 9.0283307 -0.8341845 6.7730231 10.218940 10.396314 8.453406 11.397814 7.848688 4.780405 10.369041 2.750649 9.412434 9.807745 5.838120 7.096431 10.272910 7.102332 12.778216 10.782702 10.070328 14.048957 12.956551 7.446464 8.434820 8.895314 8.014316 10.181108 7.693171 13.166134 9.445304 8.981077 5.823905 2.165687 9.194981 8.418359 13.738334 10.821671 11.844073 9.398114 7.384861 10.402306 12.095876 8.140108 14.241924 11.446426 11.037983 14.046807 10.585653 1.750649 11.757449 8.750656 9.415992 8.423081 8.148687 10.257129 12.522008 10.730319 11.296586 2.973042 5.540734 5.253157 10.538558 12.921937 6.242509 1.165687 NA 11.074086 12.536925 11.095281 7.743122 10.920163 11.4415268 12.6353351 10.6739833 11.3714866 10.2617495 6.6892558 12.2383284 5.0964305 8.9985834 5.8521936 10.0119671 6.2425091 8.4694741 12.8801234 8.7950500 11.5041512 11.3616806 2.8661365 13.1005820 5.1464027 5.8095482 8.8391260 10.1479739 9.7849963 4.5919606 8.4348200 9.8230118 7.9826771 11.5429038 4.6251243 10.9678057 10.9235000 1.1656869 11.1052725 10.9046300 10.5987571 2.1656869 10.6246125 9.8407682 4.7506547 10.0897635 4.0236723 7.7914019 6.8591807 9.2478423 9.6018426 2.1656869 9.1557973 3.5580104 11.3647521 10.5766745 11.2663557 12.5576081 10.3337386 11.0048971 10.0483363 11.2997987 7.4557119 6.2209761 9.9576702 9.7525330 0.7506922 2.6251302 0.1656869 10.6449683 12.3658793 9.0919893 4.8936146 8.3921053 7.9305647 10.0033213 TCGA-B0-4852 78 1 1121 NA kidney stage ii t2 n0 m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.61743918 7.83396025 10.63008953 12.08414767 7.36258473 9.93042304 11.71065893 11.40155218 14.93536179 9.69257610 12.05687320 7.96587200 6.36258386 7.98396664 11.37529574 5.80919319 -1.04245680 8.16811449 9.33193940 9.49125967 9.82317646 3.12736915 2.27938215 8.96236596 9.50144173 10.08930018 9.03091538 6.44929559 6.24746236 10.18686288 10.66588047 6.05020129 10.21453636 5.40038764 10.36417964 10.94435182 8.85226108 7.98673061 0.76477076 9.95673856 9.54662615 11.07654647 8.65441084 0.92463201 10.01363379 2.87583903 8.99704763 8.05810540 0.76477076 9.79782783 9.46672336 8.63955995 9.71739797 0.76477076 6.02353260 8.52254544 0.95746891 11.18821422 10.18265059 11.76701038 5.86433474 11.52057989 14.63018620 11.34303600 9.09379361 10.12329230 15.43134710 9.33573803 8.89555256 10.66004877 4.60129835 9.99567629 7.53864369 10.12924553 6.89995744 11.75469943 2.36275040 8.36803232 9.41892275 10.03091538 8.97216102 3.62986949 9.42504886 8.55363313 12.88891945 7.75672510 14.87936339 9.39050691 11.50142959 7.20774159 11.07800513 NA 4.86433474 12.80087360 11.88753369 8.08414773 4.44929724 9.04424301 9.05613343 8.84922681 11.49028612 10.18415642 8.60759737 9.35297740 9.74779169 -2.04275399 10.44050315 8.29059857 9.33898613 10.55828533 8.38160957 8.62544183 11.71827021 9.23821388 12.93355977 2.60129241 8.13735238 9.78478598 9.71107790 8.41789892 9.85036548 -2.04275399 6.64043728 4.24284636 14.16170866 7.77442667 11.06825275 13.12360629 9.22422964 8.26236503 9.02890559 3.20537687 6.81231210 11.08253375 11.16887528 9.74616158 12.33519599 10.85207150 9.08865708 8.69215272 10.74718059 3.79033416 2.65789148 6.55363237 7.79822099 4.94612727 -2.04275399 9.60669946 12.83405608 9.95144297 10.06040304 9.56060587 3.88817823 11.20031957 8.24630927 9.15921188 7.96025800 6.70563653 9.36364813 5.63692328 5.22366581 10.62322326 9.11542164 11.15481349 10.64350593 12.91622246 8.86114430 11.44302097 9.06857892 10.59746218 9.88781098 9.82394946 NA 7.85074443 11.09010355 11.41090290 8.54834838 8.99224216 11.60197548 8.08930005 10.25091481 11.65386745 10.87332260 4.55735494 10.83491904 7.98857904 4.68536273 6.52349766 0.95746891 9.14603197 7.21247207 13.03400831 9.28218633 9.36683406 10.82587997 10.30727733 9.63516288 7.98119736 10.52890433 9.28499594 7.71065975 10.25808180 1.65786862 4.26122239 7.79507143 -0.04260539 7.78081073 4.18626284 10.68663910 6.60849436 10.21394674 7.24386231 NA -1.04245680 10.37503204 10.25750971 11.45728909 11.13299273 11.43266998 9.02016408 8.88447307 6.72171716 11.31003843 11.80753235 10.31417026 11.73469853 -1.04245680 0.54240665 -0.45759335 9.66781923 9.46375077 9.50867089 2.54240665 14.18823299 14.11981487 10.59474737 7.60283172 9.59859187 -0.04260539 -0.04260539 1.76481322 0.27941186 14.19370037 8.36789477 9.66048158 11.80508786 -1.04245680 8.33682162 9.13201305 11.69848877 8.23589265 9.41943418 9.32649510 9.47609629 7.96587200 9.27993483 11.37120332 11.01153876 9.68536361 11.38108438 7.99499035 10.21965849 8.20299604 10.67276175 5.06753547 7.94947540 9.90945631 -0.1272700 0.0141060 0.0092253 0.6513700 0.6172300 -0.0799560 -0.0050683 -0.0477480 -0.0226900 -0.1272700 -0.1272700 -0.1272700 0.0141060 0.0375560 -0.6308500 -0.6308500 0.0092253 0.0092253 -0.2201700 0.0042179 0.0079723 -0.2977500 -0.0471750 -0.0435480 -0.0035466 -0.0097282 0.0043568 -0.4890700 0.0219390 -0.0949360 -0.0226900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 -0.629 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 -0.629 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 9.5096319 6.3411478 9.9253899 6.4085302 1.8643347 8.0275644 9.8025412 9.5269571 10.0072918 11.1187310 10.1395272 0.7647708 6.9347229 9.1790303 3.8154217 8.0646603 11.6215571 5.6369233 1.6578686 7.7223151 4.5424066 3.7388003 8.8154243 8.6031015 10.4568282 10.6300895 11.0056457 7.9447074 2.2053612 -2.0427540 1.2793524 9.3652420 8.2939498 9.1747951 0.5424066 5.8154243 10.1720659 10.4232647 7.3039570 10.3561868 8.6421918 4.1669002 10.7305824 6.6544112 9.6465675 9.8736959 6.1323691 7.2077416 10.4389904 8.7934934 13.4310538 10.6708297 10.4980557 14.1889082 13.0241631 7.9489652 8.3171928 9.1273681 7.7808107 9.6107362 5.1173127 13.4669399 8.7997935 9.2148310 2.9116341 0.7647708 10.3505655 8.6147617 13.6788896 10.3787191 12.9335598 9.8944492 7.7106597 8.1790303 12.3232188 9.2242296 15.7372331 12.3351960 11.5962185 14.2165428 10.8183362 -0.4575934 10.3193869 10.4530485 10.3977933 9.1154216 8.9468376 9.7684164 13.0678042 10.6565818 11.8601010 3.3150010 6.0289050 5.3920701 11.0585982 13.1993519 7.4907731 4.4652366 -2.0427540 11.9872481 12.6871170 11.7011269 7.5976883 11.3173300 10.8951848 13.0826952 10.6300895 11.7106589 9.6925761 7.0127251 11.2342946 6.7583432 9.2000219 6.0395925 10.2964581 6.0502013 6.8881807 12.7310672 9.5489656 11.6653415 10.8027372 3.4492972 13.6588580 7.5355895 6.8185298 9.9836899 10.4765880 10.0825338 4.0867243 8.6946904 10.8896580 8.9304230 11.1370413 5.6716897 11.3726568 10.6802508 3.2053769 11.9513546 10.0838250 10.0715109 0.2794119 11.7971391 10.0676003 4.2793747 9.9120031 8.3972742 9.0147581 8.2725929 9.5606059 8.8422318 6.5272987 9.4854089 4.7256267 11.0901036 10.2781619 11.4269578 13.0340083 10.5721531 11.6255526 10.2580818 10.2863986 7.3454602 5.3752967 9.3694837 9.2399524 2.6578915 6.4060145 -0.4575934 10.2919959 11.0522961 9.7169153 4.0235304 8.3368216 8.4770795 9.6997527 TCGA-B0-4945 75 1 2145 NA kidney stage i t1a n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 7 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.4285714285714 14.2857142857143 11.4285714285714 34.2857142857143 28.5714285714286 9.5546000 10.3347970 8.2689279 6.8988166 10.7069486 7.8291075 0.8489584 8.4504970 9.1765203 -1.1510416 1.1180274 4.5494104 7.5563267 10.6830436 7.0037855 10.1262551 11.8127668 6.0088387 9.9450238 10.8741072 11.6462238 14.8222699 10.2652374 11.5262468 7.7038358 7.9705011 6.6038548 11.4776410 5.6944568 NA 9.1215975 8.8796347 10.1139966 10.1999068 3.6563247 1.1708865 8.9231091 9.2010111 10.3073742 9.4329905 4.1343688 3.6563247 10.2098147 9.7254845 4.9364306 10.8524855 6.8205109 9.9936258 11.4680412 8.2065197 8.4618363 -1.1510416 9.9968085 9.8747993 10.9483155 8.2412849 3.1643840 10.2042746 2.1104969 9.3646674 7.9364306 -1.1510416 9.8319611 9.5062862 8.3063484 9.5363784 2.8489584 6.2835959 9.1708957 NA 11.7003263 10.5632131 10.2809875 5.6818568 11.7445978 11.3805928 11.5910665 8.4339301 10.9519275 14.3579075 9.2846379 9.0288766 10.2288875 4.9364306 9.9304511 7.4112101 10.0025197 6.3567618 12.6965144 2.1708865 8.9951543 8.6237546 11.3168278 9.3226734 5.5768879 9.3527934 8.9137104 11.9599402 7.9417249 15.0480044 9.4423588 10.3862297 7.6237550 10.4159730 -1.1510416 3.8489684 12.6866941 12.0380200 8.0535388 3.7069504 8.4245069 10.9264510 7.8376525 11.3968261 9.2710325 9.0572019 9.1652492 9.2530447 1.1708865 10.2965675 8.6707416 9.9083122 9.6579318 9.6897456 8.2856792 11.4341719 9.5407112 12.5911718 2.9364212 NA 9.2657651 8.9948999 8.5071790 9.8844541 NA 4.8933622 5.6691459 13.6279687 9.5726286 10.8930202 12.4518984 8.7958737 8.9069594 9.1157543 4.2065182 6.6818582 9.7377109 11.0123028 10.2261782 12.2020841 10.6446015 8.5528712 7.5249248 10.5781635 5.1527472 1.6563133 4.3725273 7.6204574 1.4339209 NA 9.4282835 13.0384834 10.0031529 10.8930202 9.7490797 2.6563133 10.6917108 7.8657759 9.2688119 10.8165542 5.0584204 9.5178526 9.7693205 6.0050002 10.1016330 8.9833938 11.6219007 10.8330300 13.7312286 8.9222790 11.2983742 9.1708957 10.7135407 9.3527934 12.4589543 NA 8.5018125 11.1544594 7.1006392 7.4075796 9.6212821 11.6098954 8.4928238 9.9028935 11.5580514 10.9779286 5.3084009 9.9430453 8.3346358 4.7069504 7.6005114 NA 8.6450074 7.0584215 12.1226176 9.0584209 9.3297578 10.9113511 9.9237781 9.2604785 7.7162460 10.6042559 9.0387923 7.8545923 10.2250931 NA 4.0968943 8.6707416 3.1709025 8.4188233 5.9469998 10.9827521 6.0968943 9.8810133 6.0431345 -1.1510416 0.4339209 10.8664721 10.2283460 11.2541091 11.0207699 11.1773620 8.8002525 8.7678309 6.2909994 12.0452624 11.2329418 9.9483154 11.8547676 -1.1510416 NA 0.4339209 9.8761825 8.5476723 9.7277849 5.3881275 13.1872165 14.7697857 10.8262475 8.0969428 10.1932635 -0.1510416 -1.1510416 -1.1510416 1.1708865 13.9331532 7.7193327 9.4507384 12.1992162 NA 8.5649295 8.8564716 11.0672281 8.1039964 10.1291585 9.2402113 9.2412851 7.6303276 8.7022773 11.6295074 10.4069099 9.3165732 11.1349477 7.8545923 10.1253189 8.8333860 10.5946419 4.9606229 8.8783238 9.7460568 0.0063871 -0.0017424 0.0049969 0.4913000 -0.0045695 -0.3197200 0.0000000 0.0203430 -0.0395290 -0.4103600 -0.0020784 -1.0449000 -0.0017424 0.0146090 -0.4273700 -0.4181600 -0.4181600 -0.4181600 -0.0132640 0.0695250 0.0659420 -0.3419800 0.0038921 0.0119580 0.0000000 0.0068044 -0.0015243 -0.4256000 0.0171170 0.0057546 -0.0395290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.000 0.000 0.000 0.000 9.8226650 6.5000196 10.5683564 6.8294500 -0.1510416 8.5768879 7.4376822 10.2031564 10.3607203 10.6859648 10.1139966 2.3083900 6.1708965 8.9574921 3.2412911 7.9015355 11.1063555 9.7693205 1.8489584 7.0486394 3.6038578 NA 8.7722951 7.9730889 10.5443003 10.1262551 10.8089623 7.4928242 1.1708865 -1.1510416 1.6563133 9.0498662 8.2981162 9.0717624 -0.1510416 5.3725308 10.383757 10.441892 7.716246 10.591277 8.669147 6.106355 10.692104 3.170902 9.644196 9.560635 6.521393 6.925783 10.250914 7.944365 13.124510 10.177643 10.457684 14.148784 12.540711 7.364668 8.917746 9.234830 7.033843 9.776746 6.197696 13.189305 9.217474 9.191042 4.275231 2.848958 9.980825 7.970501 13.452304 10.351302 12.591172 9.058421 7.646629 9.767831 10.786709 8.795874 14.984617 12.202084 11.094520 13.205076 10.999350 1.433921 9.992351 10.867168 10.954549 8.983394 8.021395 10.120431 13.000698 9.758111 11.193264 3.433934 3.978251 5.403557 11.063590 12.619941 6.300179 NA NA 10.234830 12.692594 11.346894 7.860195 11.491471 11.539620 12.996967 10.126255 10.874107 10.265237 6.395861 11.845441 6.143589 8.696025 6.224007 10.122763 4.936431 7.613840 13.184823 9.241285 12.102963 10.198802 2.549398 14.187774 7.715320 5.957492 9.218260 10.337310 10.693281 3.018901 8.917746 9.878945 7.445157 10.911688 5.403557 10.567072 10.547672 3.706950 11.319372 10.074175 9.942385 2.170886 11.623755 9.970501 2.656313 10.187147 5.755857 9.298116 7.973089 9.749080 9.394888 4.549410 9.011359 5.463678 11.154459 10.460915 11.251980 12.122618 9.967260 11.044032 10.225093 10.946012 6.837652 5.860196 9.785606 9.095708 2.433921 2.755849 -1.151042 11.224279 10.589773 9.319627 5.356764 8.564930 7.834810 10.106945 TCGA-B0-5075 77 1 637 NA kidney stage iii t3a n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 1 3 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.55745375 10.10303190 7.13169339 7.31852383 12.71983773 5.42333949 NA 7.31852383 9.79257249 10.09790545 10.10814034 3.07937811 1.37895546 9.03447518 9.47170163 11.90324134 7.92969100 6.45575955 8.01556893 9.98996933 10.70284365 5.84655098 12.46756714 12.19852488 10.12377831 10.22717621 8.32438850 8.32585094 4.26159099 11.39836149 10.42538639 10.69918097 8.35048797 -1.62104454 10.25266153 2.95304169 9.84838790 7.75615531 0.70088356 10.32658139 9.58839777 9.06369303 9.57691057 1.37895546 8.51593554 10.04871545 4.52869008 12.00898406 10.83991228 8.06018306 3.96390872 11.40002338 13.33477600 11.11977933 9.05136993 8.16847807 16.06907209 9.25546155 7.41511809 10.58687393 4.75398420 9.48877507 7.05842474 10.89069717 3.18629453 12.85866163 1.57429531 7.87450006 9.68671446 8.50306564 8.71433482 2.28584606 9.25852764 8.69861647 13.10367150 8.10516262 15.64634212 8.07764891 10.93667864 5.81357343 11.75452699 NA 5.17335933 13.22830073 11.83131445 7.87279983 7.93161333 8.51721624 9.73209126 8.96765915 11.48681542 9.51272881 9.05930390 8.79362964 8.74088811 NA 10.73732095 8.22286541 9.98117937 10.81226910 8.71768088 8.25546155 12.32398956 9.18307556 13.34855586 1.37895546 3.13382653 9.97606586 9.43786295 8.65855497 10.18065288 -1.62104454 5.89464317 6.06544522 13.97816000 3.90250777 9.83940033 13.28893130 10.19272568 9.21262527 9.13132505 4.77126232 6.98996891 11.06325478 11.19192396 10.54918254 11.43916926 10.77313921 8.72767273 10.78568099 10.58014954 2.83836691 0.96391796 1.54888046 8.19912362 4.18630246 NA 9.90593269 13.46793972 10.15084663 11.40874932 9.38597173 3.80520990 10.03536933 7.90642164 8.00604046 10.61376194 7.56382013 8.28282619 4.87079870 7.03340098 10.06500730 8.73759585 11.59781039 10.89439793 11.38334055 9.15620799 11.65666779 9.11956861 10.95259166 9.22600172 12.76467211 0.70088356 7.06894269 10.76318863 8.02243995 9.47084919 9.80835126 11.35389677 8.51977423 8.53376267 11.42504534 10.52487664 3.80520990 9.95117104 8.31067185 5.39017240 6.24930880 1.54888046 8.27830123 7.06894269 12.56304499 10.75859359 9.18790875 10.58290416 10.05004316 8.78833530 4.85467892 10.48178299 8.94974881 7.22129517 10.01330173 0.37895546 4.33313746 4.52869008 3.58839683 10.22129481 4.23692881 11.40494914 5.59811207 10.17202752 6.34230228 -1.62104454 2.46641830 11.35192426 10.56876910 11.67198500 11.23010788 10.94428461 9.78833547 9.78833008 7.37004132 9.90005408 11.00739007 9.97140158 11.72088020 NA 1.70088356 0.96391796 9.77072517 9.52232769 9.31999201 6.56382013 12.62457147 11.82447670 8.82085132 6.51813696 10.42128790 -1.62104454 -0.03608204 -1.62104454 0.37895546 13.76072400 8.09318988 8.81565612 10.72850218 -0.03608204 8.51977423 9.59537517 11.02932312 8.00465307 10.66607973 9.80048337 9.74253176 8.52105152 8.99824741 11.90458766 11.03380427 10.33095765 11.51337083 8.44099081 9.49559384 5.76264912 9.95259173 4.99365625 8.03048065 9.86577950 0.0043021 -0.0062286 0.0062481 0.4906100 -0.0362650 -0.0058140 -0.0030475 0.0169850 0.0122220 0.0384890 0.0043021 0.0043021 -0.0062286 -0.0062286 -0.5283900 -0.5283900 -0.5283900 0.0108420 -0.0081624 0.4906100 0.0000000 -0.0058140 -0.0710710 -0.0710710 -0.0030475 -0.0283700 -0.0103700 -0.5438100 0.0321400 0.0119580 0.0169850 0.000 0.000 0.000 0.000 0.495 0.495 0.000 -0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.495 0.495 0.000 -0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8409354 6.8627601 9.9219763 5.9346061 -1.6210445 9.1782261 7.2767898 9.8380072 9.7701881 11.5421161 10.3884232 NA 5.7187945 9.1413265 2.5488805 7.3331410 11.5599414 4.8707987 1.7008836 7.0478295 5.5981121 0.7008836 8.7031249 6.2431302 10.9163497 10.7196292 10.8129993 7.5159355 1.5488805 2.3789555 0.3789555 9.9210090 7.0619392 9.5469897 NA 7.2707280 9.76372826 10.39679688 7.72545829 10.39957722 7.43693636 7.21814859 10.66636827 4.68272497 10.25354166 9.72157482 6.84246852 5.45576120 9.97839243 6.65971482 13.25526958 11.00053852 9.87429994 13.16766283 12.89950179 7.60535654 8.49008030 9.58778858 9.72434979 9.30968189 5.47697783 13.09720979 6.82602724 9.52551317 3.07937811 1.96391796 10.66434675 8.61016557 12.85410792 10.03447518 13.34855586 9.00191143 8.19432792 10.61794629 11.13966447 10.19272568 16.19269438 11.43916926 11.84425582 13.58511944 11.05225360 -0.03608204 10.56505875 9.68044076 11.22384636 8.73759585 7.66665719 9.68898913 12.76399798 11.02730205 11.40165905 5.65506841 5.96390641 4.52869008 11.73608410 12.33586510 8.44772258 NA -1.62104454 10.00556617 12.77334020 11.22409148 7.06193925 10.96108644 11.1625567 12.9867949 10.7196292 11.0678482 8.9083749 7.2646406 11.2592933 6.7364966 9.3654977 5.0654431 9.9364083 5.8465510 6.6597148 12.0861699 9.4463789 11.8007464 10.0340279 3.5488681 14.3079023 6.4455711 6.8218875 9.3116686 10.5507468 9.3118975 3.9335349 8.9732692 9.5419651 7.0083009 10.9528283 9.1279758 12.3341403 9.2102517 -0.6210445 11.8450209 10.3085728 10.2996695 0.9639180 11.6448525 10.0105764 3.5082258 10.7744786 1.5488805 9.2661651 8.2888375 9.3859717 9.6317873 4.3562213 9.2369255 3.7008725 10.7631886 10.3508473 11.3610468 12.5630450 10.9781600 11.2602497 10.0133017 10.5130499 6.7840865 6.5538704 9.6345633 9.2835792 0.9639180 5.6457305 2.9024981 10.6200338 11.8477429 8.7243498 2.7712518 8.5197742 7.4450339 10.1396644 TCGA-B0-5077 77 1 1317 NA kidney stage i t1a n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 1 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8929335 9.3517560 7.1216630 10.3388489 7.9820792 9.0730402 8.1272856 9.1028313 -1.3172469 1.5897635 4.9682751 7.6165621 9.9396694 8.1565766 11.1804734 11.9442314 6.7596872 8.5046450 10.9248542 11.9239604 14.2164195 10.3658656 11.4199071 8.6687131 8.9624816 7.7024615 11.8150494 6.3833103 -1.3172469 9.3257891 9.4707736 10.0025432 9.9176885 3.2064401 -0.3170672 8.5455086 9.4277048 10.9343535 8.4039702 6.7272656 4.6601528 10.0393231 10.4817479 4.8527979 11.0826830 5.7596858 11.1051987 10.7633556 8.5972563 8.1070376 3.2678354 10.1847083 10.0784052 10.5670416 8.1195824 1.0048250 10.4766572 2.3359405 8.3030907 7.9164910 1.0048250 10.5547763 9.6758094 9.4158865 9.2689321 -1.3172469 6.5094203 9.0773338 9.5462831 10.9751927 10.2259029 9.1112312 5.5030497 11.4659450 14.7623142 10.5961345 9.0491932 10.3902302 15.9351299 9.6884956 8.2697107 7.4642304 5.0047980 9.6406986 7.2753284 11.8140850 6.2142531 12.5402690 3.5522541 9.2809514 10.2541497 11.1606293 8.9496575 2.3833034 9.6849828 8.5822278 12.3181357 7.7650202 15.3534349 9.0304925 10.4678739 8.0557363 12.0545116 -0.3170672 7.9307988 12.9472404 11.8386380 8.0470055 6.0665757 6.8224230 9.6687131 6.8776277 10.9011316 8.6457672 8.7245302 9.1289205 9.7176701 -0.3170672 9.9601585 8.3850436 9.7272651 10.5054419 8.8527960 8.1626511 11.6522594 9.6637246 13.3400779 4.6828710 1.8527979 10.3249227 8.9188853 9.2668940 10.2536756 -1.3172469 5.6828710 5.2064322 13.8021770 7.0964991 10.9697175 13.0745174 9.1101839 9.1206231 9.4658692 3.4902235 6.9260445 10.5566996 10.9991526 9.9803605 11.1676713 10.9511206 9.0741147 8.8862191 10.7616890 5.7272643 1.6828879 2.7703428 8.1886828 5.5283619 0.6828429 10.1474169 13.7038944 9.5563152 11.3674006 9.5299285 5.8684398 10.4568345 7.8224223 9.7104316 10.9983037 7.2640719 9.8677464 5.6253845 6.1985708 10.7580159 8.6414239 11.1958584 11.3693716 13.0647519 9.0960757 11.7433981 9.1876901 10.6464897 9.8868307 10.8929335 0.2678354 8.8763963 10.9464337 6.5049635 8.3328637 9.9991526 11.5622628 10.3706841 10.1049359 11.4719971 10.6747472 5.3971150 9.8726957 8.4946312 4.8121542 7.2025069 -0.3170672 8.6515379 7.3375068 12.8500540 9.5639850 8.0535583 10.4423432 10.1117546 9.5516937 6.2902014 10.7710862 8.8590443 7.1586046 10.1990635 2.2678354 4.9496563 7.6772242 1.8527979 8.5424059 4.7703322 10.9674060 6.8121542 10.5239873 5.8018131 -1.3172469 0.2678354 11.1320197 10.7041981 11.3147302 11.0598104 11.4632058 8.9705834 9.4054566 6.9851896 10.9823653 11.0797434 9.9260451 11.1661830 NA 0.6828429 0.6828429 9.7293130 9.2706485 9.6428730 6.9164910 12.2346995 13.8931238 11.1558157 7.2862750 10.1995560 -1.3172469 NA NA -0.3170672 14.5320562 8.2659539 9.8370563 11.5647498 0.2678354 8.8172974 8.8611375 11.3007976 7.1299547 10.4031154 9.5920141 9.7630224 8.5776890 9.2142526 11.1598703 10.5938885 9.9734659 12.0293848 7.6457672 9.8674551 8.8160134 11.0282763 5.2616587 8.1735617 10.3776642 0.00110930 -0.03395700 -0.00343900 0.91198000 0.43800000 0.00728360 -0.00954260 0.00055459 0.05494500 0.00583090 0.00110930 -0.00719580 -0.00470790 0.00401170 -0.51434000 -0.51434000 -0.51434000 -0.51434000 -0.01092200 0.91218000 -0.00456950 0.00430210 0.00861350 0.00861350 -0.01491600 -0.00816240 -0.01560400 0.01014600 0.46639000 -0.01064600 0.05494500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.928 0.429 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.928 0.429 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 10.2560448 7.2025069 9.5173420 7.0519017 -1.3172469 9.0249457 11.0174237 10.5373694 9.5275769 11.2538676 10.0810803 1.2678354 6.0922624 9.5852461 3.7272670 9.6253856 11.2374599 5.6253845 2.0047890 7.2451134 2.8527979 -0.3170672 8.7354392 8.3885034 10.9551364 11.1804734 10.9397549 7.8044047 1.2678354 NA 1.4902107 9.8689853 7.6658646 9.2855698 1.0048250 6.4444219 9.9917789 10.1520041 7.7623561 10.6102787 8.7596868 8.1278860 10.6330624 6.1423031 9.8172974 9.7395088 7.0448148 5.6828710 10.0042355 7.0665757 13.0113356 10.5236490 9.9872224 13.0953086 13.0101430 7.5624546 8.5746548 9.8102206 5.5776886 9.4518824 5.2827845 13.3069240 8.6715559 8.9566666 4.7703322 1.4902107 10.3401895 8.7690074 12.7877974 10.2607720 13.3400779 9.5204991 8.0271668 10.8480922 11.1075623 9.1101839 15.7428914 11.1676713 11.5940758 14.4237849 11.5994970 -0.3170672 11.0321523 10.7772787 10.3113166 8.6414239 7.8849947 9.8540479 12.9261194 10.2191183 11.4863948 2.7703428 6.7327196 6.8018118 11.1980781 12.5337416 6.2297648 NA NA 10.2166874 12.5235507 11.3652600 6.8971896 11.0304924 11.6556714 12.9939808 11.1804734 10.9248542 10.3658656 7.5346204 9.4837710 6.9164910 8.5912635 6.7272656 10.1737220 4.8527979 7.7861592 12.8023480 8.6758096 11.6080546 10.2546237 2.6828654 13.7384924 8.3470340 6.9020398 9.6633249 10.4192730 9.7946587 3.6370653 9.3658657 10.2103481 9.0382222 11.0132278 6.5408518 11.4833666 10.8465207 1.2678354 12.7731489 10.5389075 10.3486511 2.3833034 11.5258106 10.2118135 3.0048070 9.8640233 4.1422991 8.8726955 9.6933991 9.5299285 9.4485717 5.2527260 8.7782681 7.8249778 10.9464337 10.3846107 10.7003755 12.8500540 10.7235033 11.1729698 10.1990635 11.1075623 7.7992149 5.7052398 9.8192214 9.9200810 -1.3172469 0.2678354 3.4902235 10.1351123 11.6482134 9.5181320 4.8326166 8.8172974 8.5014531 9.9531664 TCGA-B0-5080 63 1 342 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 1 7 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.5723622 10.7174417 9.2438718 0.6181447 2.8931680 3.9400916 3.9400916 10.6802091 5.8849495 10.8646067 12.5984810 6.1880191 7.5489005 10.0862778 11.6872770 12.7129548 10.1965356 11.3029116 8.7653680 7.2402151 7.1456398 14.2130998 5.0104800 -1.3819493 9.0047368 9.4714724 9.8577615 9.9735140 4.8469796 2.0775848 9.3688698 9.5853892 11.0389127 10.6307875 6.6625573 8.8589542 9.9696543 10.9759898 7.0147681 11.1958278 9.0412789 10.1014749 11.1619198 8.6707309 7.2031258 4.3730496 11.3913021 10.5088072 10.5303038 7.6405306 -1.3819493 10.2916973 0.6181447 9.2611171 7.7525894 1.6181447 9.7602700 9.9619038 9.0317908 9.7252950 -1.3819493 6.4636535 9.7409910 6.4636535 11.8848031 8.6195711 9.2772669 7.2291880 11.2498925 14.6010674 11.0517484 8.9657843 10.3925382 15.4966689 9.2985225 8.7830699 8.0444275 4.7679090 9.4166348 7.6405306 11.0626602 9.2941199 13.1119558 2.2210418 7.8759281 7.4447118 11.7028052 9.1269481 1.7881010 9.9179434 9.6842521 11.8493841 7.5429753 14.7304927 10.3663558 10.3168242 8.4190627 10.8505839 NA 7.2941199 13.0761209 9.2781588 8.0999621 1.2031385 8.2012457 8.5968733 9.5392600 10.7974501 8.9367057 9.1870690 8.5114645 9.3638373 3.2031228 9.8017982 9.7455125 9.3229311 9.6370585 9.6047161 7.5099468 11.5865291 9.8547751 13.2779359 4.6405284 2.0775848 9.9372705 8.7855810 8.7755099 10.2370072 NA 0.2031385 0.2031385 13.7466809 2.3186061 10.4679589 10.3460834 9.0286142 9.2958826 9.9861236 3.8660870 6.6570826 11.0829639 10.8436717 10.3112142 11.7773862 10.4015704 8.4652203 7.8251770 10.6989804 7.7855813 5.6515856 2.3186061 8.5235498 2.0775848 -0.3817613 9.4190629 13.0926294 8.1358324 8.9035653 9.9679970 3.7880906 9.6557100 7.4125792 9.8553072 9.0548745 8.9378352 9.5053834 7.3011578 6.4125783 8.8954502 8.9822974 11.2190051 10.9978120 13.0304020 9.2456967 11.5817815 9.6467598 8.3896524 9.2754813 5.4510528 3.7474411 9.0094065 11.2344820 7.2006436 7.2453321 9.7836981 11.7127355 9.0786189 10.3293997 11.8622294 11.1609530 6.4699120 10.1200001 8.9899505 6.1804045 8.0693740 -1.3819493 10.5061450 7.1804055 12.8463804 9.6557100 8.5796127 11.5599442 9.4969802 9.5243019 4.2031228 10.8293424 9.4862138 8.3151305 10.1587753 3.1417271 4.0444291 7.9035650 7.8984696 6.2620197 4.5954440 10.4186584 6.3392621 11.2827368 6.0190413 0.6181447 NA 11.0067184 10.8487839 11.1818359 10.7145486 10.9994355 7.5160081 8.1397631 5.9507810 12.7753519 11.5674425 9.6188672 11.2381536 -1.3819493 NA NA 10.1514927 9.2392990 9.2227162 5.1417230 14.1820146 14.1598041 11.1004667 7.7920152 11.0262273 -0.3817613 1.6181447 NA NA 14.3856750 8.2068776 9.5817815 12.3408637 -1.3819493 8.5839474 9.2185497 10.8971931 6.2031248 9.9265019 10.0083318 9.6439945 8.6054269 9.3341249 11.6200988 11.0230384 9.5015699 10.8358178 7.8541771 9.7194821 9.2162155 10.9880328 4.0514591 7.2338296 10.4040240 -0.0879800 0.0469810 -0.0752140 0.0038826 0.0592200 -0.0074221 0.0045772 0.0498210 -0.2310400 -0.0879800 -0.0879800 -0.0879800 0.0469810 0.0469810 -0.0752140 -0.0752140 -0.0752140 -0.0752140 -0.0080272 0.0038826 0.0286190 -0.0264040 -0.0521290 -0.0521290 0.0045772 0.0000000 -0.0045724 -0.0418680 0.0589190 0.0491110 -0.2346800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.066 0.297 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.066 0.297 10.2162154 7.3151305 11.0007869 7.0584507 2.7056241 9.2347118 12.5415832 10.9587975 9.7448675 11.3691127 10.7868350 3.2031228 5.9490796 9.5303037 4.7206123 7.6237871 10.4931442 7.3011578 -1.3819493 6.1727515 4.2620197 0.6181447 8.9986240 6.1955917 10.3847374 10.8646067 10.8099162 7.8802576 2.5250415 -1.3819493 -1.3819493 9.6923044 6.6734448 9.7260339 NA 7.2365481 11.0288793 10.1358323 8.3409703 10.1626445 8.6802090 7.9932022 10.3701254 4.8276158 10.7207948 9.5459410 6.8129192 9.1861189 9.9087578 8.5709042 13.3790388 10.3697069 10.3974718 13.2570513 12.4605133 7.2584077 9.3151305 10.6446864 7.7577140 9.8036578 6.7525894 13.5705857 9.3263845 7.4542129 7.5280563 4.2905866 10.2552406 8.6775075 13.4152671 8.7122405 13.2779359 9.0126257 7.5810589 9.6802090 11.7805542 9.0286142 15.1558212 11.7773862 11.6719192 12.9189444 10.8948689 2.2031385 10.1014749 9.7042991 9.9327461 8.9822974 7.6181630 10.2520664 12.7914497 10.6025814 11.5546150 5.3730496 5.7266868 2.5250415 10.5979454 12.1709521 7.6543367 0.6181447 -0.3817613 10.1466170 12.8851690 10.9236063 7.4125792 10.9364233 11.7135599 13.0205755 10.8646067 10.0862778 10.1965356 8.0673117 10.0195759 5.6625559 9.2236424 6.9265024 10.4423262 7.0147681 8.2638213 13.3532873 8.5235498 11.7570746 9.8613370 2.2031385 13.2493968 6.0771853 6.0775955 6.9241795 9.5947271 10.7286462 3.4255130 9.4470927 10.2488851 8.5592103 11.5913222 5.5839462 11.6521021 12.3100155 0.9400540 11.7289724 10.9577346 10.5355350 3.7056241 10.8925411 9.2447846 2.2031385 10.3405436 6.3663554 9.0878046 6.8469822 9.9679970 10.0134988 8.8324821 7.8896256 5.5606783 11.2344820 10.7710815 11.1185069 12.8463804 9.8849495 10.5922189 10.1587753 11.4162296 7.9997058 5.6734462 10.1150167 10.5201611 7.3392621 2.3186061 0.2031385 10.7019746 10.0809923 9.3962400 4.8276158 8.5839474 8.1180087 10.2701116 TCGA-B0-5081 79 1 362 NA kidney stage iii t3b n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 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11.2226480 12.5436548 6.2114211 9.0955015 10.9039507 12.4660326 13.6961777 10.3722808 11.3228122 9.5018913 8.7963833 6.6734222 13.4902004 5.4578602 NA 9.2880267 9.6747046 10.4039553 10.1787883 4.9483859 1.3463613 9.1164243 9.7220103 12.4355170 9.3366570 7.5724183 6.5942783 9.9339939 10.7729146 7.6605286 11.9867244 6.3718847 10.3390864 10.9626366 8.7126725 8.2131878 3.9652579 12.1842035 11.4438181 10.2105364 7.2600944 0.1239310 10.2742763 0.6895675 9.1007893 8.0045621 2.7869309 9.9922660 10.4128240 9.2376999 9.6869189 4.1537081 7.2498018 9.7981502 3.0625535 11.2413846 10.1769787 9.8063674 5.7189041 10.3288143 12.2862443 11.4451344 9.1853292 9.9409415 15.5408653 9.2123045 8.2007736 9.4726860 5.5162768 9.7599782 6.9183743 10.1628769 8.4975481 12.5024334 2.8295655 9.6146484 9.2720108 10.8390619 8.9850447 1.1239310 9.7732141 8.8665479 11.8490401 7.2394353 16.0322890 9.7539215 11.1410911 9.1945262 11.6645703 -1.4611639 6.5942783 13.8839154 9.6277836 8.5018913 4.8057826 8.8104585 8.3639543 9.7502754 11.7068839 9.3923050 9.4262161 8.5134098 8.6198128 6.2532405 9.8838461 9.4139767 9.6976051 10.3738614 9.4307791 7.3038666 11.5470370 9.9834927 11.7463148 3.2938854 2.6264625 9.6689224 8.6566387 8.6435943 10.1342529 0.5390347 4.5613628 4.6475217 13.9473915 9.7539215 10.9452004 10.4807767 8.8092906 9.6104578 9.9855618 5.0935855 6.6527374 10.5036973 10.6656998 10.5724184 10.8594970 10.3313790 8.2515222 8.9462633 10.7139210 5.9652602 3.9652579 1.3463613 8.6540391 1.7089376 0.1239310 10.6174798 11.7808296 8.9725809 9.8782887 9.6291078 4.3969746 10.2403018 7.7605822 9.7731841 6.7963836 6.3005466 8.0207950 8.8998424 6.2394343 8.7963833 8.6010416 10.9615859 11.4322969 12.1576103 9.7677960 11.7849937 9.3703027 8.7226306 9.5389953 10.0502539 1.3463613 8.4741606 10.8990194 11.0446978 8.0930277 9.2880267 11.0048169 5.8151194 9.9772675 11.8404916 11.0170066 6.3527762 9.9462631 9.0257902 5.9483859 7.6211442 -0.4609653 8.2411681 7.2838292 12.4590691 10.8316046 8.9798644 11.0882988 9.8490400 8.4047286 5.2532405 10.8042705 9.0762138 7.6422835 10.1837530 3.9984302 5.1088506 7.9420071 7.3623629 7.6158113 3.7869204 9.9850448 6.2600953 11.0800871 7.1780832 NA 1.9984122 11.2027758 10.8404916 11.6767870 11.0827522 11.8238195 8.1201959 9.4155124 6.0650639 11.9054542 10.7435666 9.6862004 11.3032450 1.5389851 -1.4611639 NA 10.3703026 9.4960974 9.5040582 5.1828512 13.2269724 13.2331356 10.7383610 7.7098468 10.4097454 1.3463613 2.7869309 -1.4611639 -0.4609653 14.1063871 7.8496084 9.5375857 11.9050443 -1.4611639 9.1846537 9.1889073 10.2316108 7.8541447 10.9744052 9.9009391 9.1683520 9.2855097 9.2829883 11.1844286 9.9568479 9.3876182 11.2859296 8.4859017 9.7539215 7.5474244 11.2476482 4.5328967 8.5577658 10.7275842 0.0168900 -0.0119770 0.1771400 0.3164800 0.0092152 0.1034100 0.0555610 0.0458950 0.0085190 -0.0162470 -0.0162470 0.0230500 -0.0089463 -0.0119770 -0.1683600 -0.1816500 0.1694100 0.1694100 -0.0390220 0.1127600 0.0069882 -0.0187210 -0.0337020 -0.0337020 -0.0401650 -0.0504620 0.0327490 -0.1760900 0.1040500 0.0245930 -0.0058120 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 10.2047754 7.1389086 9.8755019 7.2846020 0.8609231 8.9922660 8.2955518 10.4599065 10.3071797 11.3669434 10.3162508 1.3463613 6.8654252 9.2871883 5.8057826 7.8081218 10.5283899 8.8998424 0.8609231 6.9902061 5.6050854 1.3463613 8.8301659 6.4697330 11.0762550 11.2226480 11.4126337 8.7557412 1.3463613 -1.4611639 0.1239310 9.8215047 7.6579365 9.1846537 -0.4609653 8.9334582 10.0502539 10.2976351 8.4771046 10.0127011 8.6488260 5.9483859 10.2263711 5.5502235 10.0596140 10.1660732 6.9398754 8.3463502 9.8215047 7.1936318 12.8896584 10.9028564 10.0522295 13.5386872 12.6135550 7.5018913 9.5319337 10.0167537 9.7238708 9.6514349 7.5888443 13.2671816 9.1435485 9.5820226 5.7189041 2.8609231 10.3191250 8.6010416 13.2811469 10.1805956 11.7463148 9.1747135 7.4785747 9.7720158 10.4311587 8.8092906 15.7928983 10.8594970 11.7839538 13.6342276 11.0497595 2.3463613 11.2355283 9.2643617 10.9989392 8.6010416 7.5915635 9.8687917 12.6291078 12.2911669 11.6246338 5.0467879 7.2428988 4.9140335 11.1351851 12.4936461 7.5076623 0.5390347 -1.4611639 10.8962725 13.0495741 11.3223026 7.1426217 10.5662103 11.392500 12.139257 11.222648 10.903951 10.372281 9.235963 13.058570 6.931313 9.317894 6.918374 10.427739 7.660529 8.290540 12.466279 9.025830 11.829302 10.167897 2.538985 13.662470 8.937632 8.091664 8.573602 10.008128 10.538995 5.860923 8.766611 10.006091 7.120196 11.614140 6.300547 13.152612 11.558239 NA 11.546198 10.848472 10.613137 3.123964 10.933190 9.839348 4.688740 10.641627 5.718904 8.625132 7.026835 9.629108 10.050788 9.571041 8.386053 4.805783 10.899019 10.606094 11.141230 12.459069 10.323630 10.652412 10.183753 11.209209 7.270314 7.594278 10.194973 9.967356 5.253241 2.123964 1.123931 11.517706 11.423502 8.664409 4.605085 9.184654 8.308833 10.037845 TCGA-B0-5083 63 1 1045 NA kidney stage i t1a n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 1 NA NA 1 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3332372 9.2162152 9.6211709 9.7423957 3.4653346 NA 9.4877086 9.7617982 11.6531876 9.4494743 4.8438532 2.7283777 9.6007934 10.9551887 5.5009645 12.4572877 10.9414793 9.2401278 10.0397450 8.8228926 7.0013936 3.2308793 11.3589456 10.3984412 10.2414447 7.4471932 1.1433934 11.2033080 NA 8.8105241 8.1740798 NA 10.0137774 9.6620657 8.0888566 9.7018334 0.7283995 7.6630485 9.9889026 4.1878073 11.7104180 8.8524964 9.9353895 5.5357295 9.7656567 12.8910811 10.4748895 9.0771033 9.4218620 13.9611458 10.2427604 7.7691218 8.4517518 4.7283777 8.7507428 8.4078553 9.1671670 9.5570405 10.6922345 3.7114398 7.0552835 5.1878073 9.8176049 9.4391816 2.8438432 9.4720876 8.2956973 11.3806226 7.4195372 14.1891232 9.9313152 9.9780258 10.9020522 13.4262839 0.1433934 4.5009677 10.3045445 11.6148338 7.7617979 6.7727698 6.2095021 7.6551650 8.2880710 10.4998646 8.6231927 8.7544373 9.5303529 9.6089790 1.7283559 10.6115275 9.0844603 10.6859609 12.1998810 9.5400174 8.5528036 12.2675258 9.8721834 13.1525414 5.8713336 1.7283559 9.8351562 8.9033007 7.7396024 10.4090277 NA 4.8983003 2.3133329 14.4424775 5.0503014 9.4743296 5.6028428 9.9402634 10.8903467 11.2665640 4.3528644 5.9247721 7.6708899 10.9041326 10.0645097 11.4815167 9.9157272 8.7745897 10.6704008 10.8932820 6.8781220 4.4653411 4.0013969 8.4765680 4.8713311 NA 10.3152149 11.7293141 9.0844603 6.0503036 9.9426942 0.9631042 9.8585166 7.3282881 8.8488548 7.4965598 6.7132683 7.9049639 9.9165519 5.1657793 11.8617314 8.7836577 10.3120847 10.4013897 12.0501154 9.8645118 13.0800506 9.5086414 10.5222493 10.7250840 3.3133329 -0.8564760 8.8490450 10.8563694 13.3830276 7.6857482 9.0183941 10.1630034 5.2726951 10.8228927 10.7917702 11.0491757 5.2308755 10.5966832 8.7233886 5.3332377 5.9889028 -0.8564760 10.0176255 7.3282881 13.3009964 9.9353895 8.0592920 10.5575693 9.1630033 10.7409996 4.2726951 11.2444034 9.6699119 7.3960781 10.6546711 3.2308793 4.8158367 7.4653411 2.3133329 -0.8564760 4.3528644 12.3198975 5.6980017 9.6120264 7.9214899 NA -0.8564760 11.0017822 10.8105242 11.4368843 11.3111444 10.3076910 8.7414650 8.4252730 5.8273897 9.7236712 11.4116622 10.2268920 10.5961687 0.1433934 NA NA 9.7414651 9.6402664 8.9214899 NA 13.1598727 15.4287426 10.6337621 10.7909025 9.6201588 -0.8564760 0.7283995 NA NA 14.9415047 8.3479836 8.6960818 11.9937948 0.1433934 8.8051909 8.9889968 11.2925246 3.1434097 9.9124240 10.2855197 10.0518052 9.2867959 8.9747197 11.6079584 10.7585824 10.1278311 10.8408147 7.9049639 9.2348481 7.1149562 10.1650866 4.0416197 7.6630485 10.0382304 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.595654 6.602844 9.022996 7.195165 1.950767 9.771858 8.709467 9.794321 9.861089 11.152720 10.071191 2.602837 5.428816 9.407855 4.287458 9.987334 9.673819 9.916552 -0.856476 5.801624 3.391342 1.143393 9.496559 6.400801 9.197339 10.818046 11.066777 7.864512 4.097611 NA 1.465348 9.748892 7.663049 9.368620 NA 6.666975 9.1850717 9.7349350 8.0563017 9.4653407 8.7581226 10.2407864 9.9889026 2.3133329 9.7085147 8.5966832 5.9635920 5.8848787 9.5977120 7.4877082 13.3496639 12.8668603 9.6960816 12.6205384 13.6813590 6.2202274 8.7264954 9.7863668 9.9107695 9.0336768 8.4877086 12.5750408 9.5915289 8.7488922 5.3913416 1.1433934 10.4926938 8.7998375 12.4570043 8.1630035 13.1525414 7.9982813 9.3467606 11.2496484 9.8255293 9.9402634 13.7375039 11.4815167 11.2880709 13.0601318 9.8220128 0.7283995 9.8290375 10.9837972 10.7274356 8.7836577 6.7727698 9.6600975 12.8591602 10.7818485 12.0717459 3.9507670 6.4832628 7.8679267 11.5625828 11.9196400 5.4288157 2.6028369 -0.8564760 10.5633728 12.3117714 10.9020481 5.7727698 11.1699361 12.3127113 12.8519577 10.8180463 9.8848796 10.8675001 7.1823318 8.1518411 4.0976108 8.9507676 5.9507670 10.0106913 5.5009645 7.4241831 12.9202527 9.0472944 12.2550374 10.5141001 2.4653476 12.6226877 4.3567565 6.2931589 6.3528662 11.4628025 9.6521979 3.8438532 10.3381694 10.5368031 9.4357342 11.0730409 8.8848796 11.9818287 10.9309071 -0.8564760 10.2447318 11.4265010 10.5512115 0.1433934 9.9651866 9.0548045 2.4653476 9.4574293 7.5357303 9.4403287 8.3889653 9.9426942 9.6998421 5.3332377 10.3637909 9.0815221 10.8563694 11.1630033 9.8610891 13.3009964 11.0114635 12.7302524 10.6546711 9.7727692 6.6028443 7.4008000 10.1560372 9.2519370 2.3133329 6.5097354 NA 10.1412978 10.6474271 9.4865983 1.9507670 8.8051909 7.3818172 9.9239524 TCGA-B0-5084 33 1 222 NA kidney stage iv t3a n1 m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 4 3 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.6862745098039 7.9868028 10.0903157 8.0196174 8.7916266 10.2486380 6.1379195 8.6769934 7.6913485 9.8481370 3.6824722 5.8899821 5.2819319 6.9823707 9.6274690 8.1926632 10.2356615 12.5801307 2.2230518 10.5725025 9.4851317 13.1313045 13.6907474 10.9231877 10.8511787 7.8278990 5.8572420 7.2155029 14.8198479 3.9600019 -0.3619725 7.1849685 11.3029661 10.4165624 9.8371332 5.3245766 0.2230518 9.7660689 9.2582942 9.8328313 7.4614418 8.5222449 9.2230371 9.8167394 12.1380449 7.6520949 9.7985763 5.3245766 10.4284230 9.3051860 8.8656903 8.5776535 3.0975097 9.8752845 9.9141988 10.2656084 7.7699317 -1.3617871 10.1469438 2.3206580 8.3795413 8.4898235 6.5022606 10.3946307 10.7680014 10.2036527 9.3829756 5.7255367 6.8907397 9.0174529 8.6756215 10.6555788 9.6260490 8.7162251 8.7621956 10.1606168 11.6590544 10.7985762 11.0303919 9.6987705 14.6902179 10.8933982 8.0346790 5.7361069 5.3245766 9.5145914 7.8548204 10.2660643 7.1458690 12.2301811 4.8332241 10.0762114 7.2710699 8.9834796 9.0517024 2.3385100 9.0022091 9.2379874 13.4386205 7.0043969 13.4638884 6.1537749 10.6066981 5.7776249 11.1336797 -0.3619725 8.6224930 13.9425684 9.9701111 9.0944290 3.8080040 8.6182141 8.8572430 11.0152850 11.2697063 8.0851575 7.7544186 8.9153619 9.1840043 8.6987703 10.3354764 6.5747131 9.3166746 10.8704954 8.0517022 8.2746992 12.6906952 9.8901486 12.5142077 3.6380738 0.9599927 11.3990023 9.1694560 8.5717652 9.4670043 -0.3619725 3.5922657 5.0643397 14.9184465 6.6267589 10.7218862 7.3069594 7.5569375 9.2333321 11.2687967 6.1537749 8.3104996 9.1299274 10.7105421 9.8824382 12.2382929 10.2665200 8.9223201 8.0325373 10.9435662 2.3385100 2.7255449 2.4454354 9.6534895 5.6714972 -1.3617871 9.9717890 11.7905178 10.2587525 9.8734904 8.8560320 3.5922657 9.5929978 8.5776535 11.5185840 7.4292377 8.8572430 9.2828320 7.3210694 5.2379881 10.2472532 8.1577107 10.6324279 11.1286747 10.8806532 10.4573554 12.1093686 8.5584272 6.2079299 9.8925126 11.0000182 -0.3619725 8.4598484 10.5643705 6.4454288 7.7557175 10.2351960 10.5998859 9.1329300 10.0559270 11.4939163 10.4987735 5.5084382 11.0598763 9.4236822 6.2891262 8.5479676 -1.3617871 9.1586932 5.9600019 12.6053007 10.5820544 9.0985304 11.7694491 10.4194342 9.2117216 6.0892863 10.4221367 8.9384269 8.8179836 10.4827802 3.3385100 2.2230518 4.4454288 9.6145455 8.6756215 1.6380738 8.9701111 4.7041637 9.9950766 7.9409419 NA 4.1616378 11.9033965 11.1613914 12.1716475 12.0016617 11.1943410 8.1478495 8.4709647 6.2377645 9.5561924 10.9001693 9.4397829 9.2864321 10.0109395 -1.3617871 NA 9.7314920 9.7699314 7.8548204 0.2230518 12.7247912 11.7859154 8.3367792 10.0132388 11.4618398 0.2230518 -1.3617871 0.9599927 NA 13.5504025 7.6067413 9.1066985 11.9192801 0.6381202 8.8704954 8.9710397 11.0646013 5.4454288 9.7833697 10.0564541 9.7712168 10.1213864 8.8919219 10.9574643 10.6708090 9.0706163 11.0005663 8.8632819 10.2884082 6.1616358 10.7814577 6.5699938 7.0254020 10.8662919 0.0249690 0.0000000 0.5549600 -0.8505100 -0.0018014 0.0328450 0.0172640 0.0160060 -0.2803700 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10.2283340 10.2356615 12.1006419 7.0389541 4.4960532 0.6381202 -1.3617871 9.2454049 9.1791711 9.2582942 NA 6.2527846 10.1478494 11.2162112 10.0690496 11.4233226 8.9072010 8.1379205 10.2291292 6.1849685 10.0611904 10.0830893 7.3929622 4.9418575 10.0453422 6.4835643 12.9795933 11.1842455 9.9447058 12.6045799 13.0801108 7.7544186 9.4725454 11.0585611 7.1616368 10.3591737 4.4454288 13.0519007 5.8079988 4.7878190 2.6380738 NA 10.5325133 7.7544186 13.3984826 10.3866866 12.5142077 9.8048653 7.9509577 12.0233977 11.1772333 7.5569375 13.7170592 12.2382929 10.7913098 13.5170354 9.3193129 -0.3619725 10.7938414 11.0609276 10.1005768 8.1577107 8.2927104 10.8992879 12.1395385 8.7865510 11.8003068 6.4389748 8.5599154 3.2230363 11.7508397 12.6670165 8.0643391 -1.3617871 -1.3617871 10.7827327 13.4799827 12.2903593 7.1418997 10.6031373 10.6865614 11.2206869 10.2356615 9.4851317 10.9231877 4.9956247 10.5827865 7.1849685 8.9701111 5.4324918 9.8517862 7.6520949 4.3929631 11.9112712 8.7814577 10.9358505 9.3862673 0.6381202 12.3921268 9.4756629 9.4851317 7.1286852 10.2940523 8.1675050 1.6380738 7.0432154 9.5702893 8.2435539 12.1823145 5.3523207 10.1777180 9.6117718 -0.3619725 9.1117802 10.9765323 10.6607891 0.6381202 10.0458734 9.5230081 2.5449552 10.1936222 2.6380738 7.3862669 5.4062577 8.8560320 8.9087553 3.0975097 8.9303961 3.8080040 10.5643705 10.2356615 10.6909821 12.6053007 9.7242106 9.8752845 10.4827802 10.5378090 8.1015986 8.3488808 9.2202165 10.5543271 NA 0.1741507 4.4454288 8.9622549 11.0480964 7.8788657 1.6380738 8.8704954 7.1694560 10.5886303 TCGA-B0-5085 76 1 770 NA kidney stage iii t3a n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 4 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.872727e-06 4.855218e-07 5.79710144927536 24.6376811594203 15.9420289855072 30.4347826086957 23.1884057971014 10.1453510 10.7788239 10.5974487 8.9152744 9.1207138 7.2979287 3.1738150 6.4532789 8.6576232 0.7587296 2.9904103 6.7129658 9.4534180 10.8646785 10.1885254 10.2665646 11.1592936 4.7283940 10.5483036 10.6490343 12.8414734 13.6370975 10.5548096 10.7360499 8.3437325 7.3708766 6.1163211 10.1927031 7.8777111 NA 8.9795352 9.2263756 10.9706583 10.7110258 2.7587722 2.3437205 8.2849430 9.6796191 10.5693416 8.3661001 5.4217350 3.7587722 9.2195671 10.1045448 7.3286256 10.0866967 4.6973679 11.0236035 9.9093634 7.9939862 9.9755158 2.6332452 10.1780279 10.3222840 9.9135881 7.8031644 NA 10.6947502 -0.8262329 9.4821464 8.4429340 2.4957463 9.6545977 9.2358536 8.6796191 9.3299284 0.1737671 7.3487335 9.3953947 2.4957463 10.3462349 12.2847801 7.0503243 5.3235538 10.2032466 12.8146173 9.8497644 9.0255565 9.4311952 16.5227085 9.3747061 8.4661291 9.4534180 5.8742461 9.7226294 7.2017132 12.1530540 5.0564491 11.2695341 2.8797842 9.5379749 11.0090684 11.5736194 8.6105188 2.7587722 10.2908012 6.9875892 11.8324653 6.6332394 15.1998681 7.4452707 9.9422564 7.2770949 11.1892225 NA 4.3437347 14.8900375 11.4883907 9.5650510 3.2612750 7.1906158 10.2797160 6.8811666 11.9753137 8.6229560 8.6229560 8.6495407 8.8266524 NA 9.3771554 8.9336957 10.3443585 10.5373947 8.9017279 7.8462325 11.1633722 9.8991737 11.3719455 0.7587296 1.9811585 9.6291347 8.4452707 10.0286758 9.7168393 1.1738310 8.1453509 6.6000720 13.8848291 9.9311974 11.8250834 13.8905198 6.7811380 10.7336625 10.7393856 2.9811585 7.4730157 8.8655511 10.1192512 10.3814319 10.5895070 9.7765064 8.2953410 9.3820419 10.6475132 5.0317878 1.4957463 2.7587722 9.6963889 2.1737990 NA 9.7303135 12.1126519 9.9939865 12.7624050 8.2744699 1.9811585 10.8820292 8.8444638 11.2704502 13.9535781 6.3235538 9.5466724 10.5693416 4.4592086 10.5181034 7.1738070 11.0090684 11.2082625 11.8338034 10.1752789 12.6694127 8.9633412 10.0926707 10.4446867 11.5491185 1.1738310 7.4074275 10.4258815 11.4284907 8.2476010 9.7531235 10.4912201 9.1752157 10.6214073 10.8729461 11.2655734 5.5136581 9.5125439 9.0601898 3.8742461 8.2901516 2.6332452 8.0130111 5.8742461 12.4922090 10.1170549 8.9220004 10.5942941 11.9979707 9.1119168 9.2612703 11.1294864 9.1892224 7.6495407 9.8672945 1.1738310 5.4592086 6.0564513 3.2612750 6.2927486 3.9286925 9.6270780 7.2127269 9.4649782 6.7378801 0.1737671 1.4957463 10.9959799 10.4991129 11.9430254 11.2392236 12.5131008 7.8672942 8.3562019 5.9221336 11.4724429 10.4827153 9.9835755 11.2820052 0.1737671 -0.8262329 NA 9.8320189 9.4181714 9.3990149 5.5488466 12.6245032 14.1530540 10.1518029 8.3744853 9.9286950 -0.8262329 -0.8262329 0.7587296 NA 13.1260027 6.2182019 9.9102093 11.2051641 -0.8262329 7.5916600 8.3437325 9.9915906 8.8391433 10.0403137 10.1453510 9.0114355 9.8906270 8.9907910 11.1319976 10.8550459 10.0480203 10.9156957 8.4241058 9.3449842 7.2823323 11.0908065 4.6656600 9.8227222 11.4426418 -0.00207840 0.00388540 0.01307400 0.58495000 -0.02534600 -0.00304750 -0.01491600 0.01140000 0.00124810 0.00000000 0.00000000 -0.00207840 0.00388540 0.00388540 -0.59701000 -0.62684000 0.01307400 0.01307400 -0.01046100 -0.01491600 -0.00422960 -0.00304750 0.00889200 0.00889200 -0.01491600 -0.00027724 -0.00314460 0.00541390 0.00110930 0.00805670 0.00124810 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.0173360 7.4452707 10.1836361 7.9486931 NA 9.9510628 7.2823323 9.9055084 9.9518845 11.9518456 9.7207019 2.6332452 6.0192972 10.9030033 1.9811585 8.6146767 10.5258509 10.5693416 1.4957463 7.8104322 5.0806960 NA 8.2127264 7.5401296 11.5050575 10.2665646 11.6032404 7.8742474 2.1737990 -0.8262329 4.6000735 11.0840754 8.6636556 9.0533908 -0.8262329 6.9811620 9.6806109 10.3317859 9.2277334 10.3018017 8.8068025 7.0806982 10.0074882 3.9811585 8.6796191 9.5661248 6.7436631 7.3832610 9.0426301 6.7737208 11.8942655 11.5658565 9.0971349 13.4888862 12.6828401 6.6576229 8.1709871 8.9891907 6.9617101 9.7051890 5.2823323 13.0531035 7.8672942 9.0926707 5.9286948 2.8742461 8.9779384 6.9551675 12.6712851 10.7848323 11.3719455 9.5916600 6.6167503 10.1104455 10.5258509 6.7811380 15.3899470 10.5895070 9.9738985 13.4599320 10.6840772 2.4957463 12.0524332 8.3856959 9.8506461 7.1738070 8.1933982 9.8435783 11.6576233 8.7606471 10.5086394 3.6332336 7.0625503 6.8462325 10.4815775 12.6888913 7.0503243 0.1737671 -0.8262329 9.7446119 12.1440931 11.0089815 7.1045453 10.1913118 11.6365653 11.8203662 10.2665646 10.6490343 10.5548096 5.8603073 9.4441028 4.6332394 9.4730155 6.4026267 9.1709868 7.3286256 7.0564502 11.9257197 8.5091978 10.9867869 10.4223280 3.1738150 13.9902912 6.4265667 6.0806982 9.1660235 10.1674535 9.6063493 6.4311950 7.2823323 9.9931882 8.2072306 11.8735968 4.5661271 10.1878280 10.6556069 0.1737671 12.0345065 11.3082338 10.5778846 1.9811585 11.4148969 9.6586303 1.4957463 9.4205481 5.4775867 6.3336795 7.7245541 8.2744699 9.9012600 1.7587722 9.6352870 6.3537167 10.4258815 10.6099256 10.1560880 12.4922090 10.7231108 10.5428595 9.8672945 11.4113162 7.3487335 5.8742461 10.1374260 9.8068027 0.1737671 8.1060221 NA 10.2784062 13.6818962 8.0866967 5.0317878 7.5916600 8.2072306 10.1301836 TCGA-B0-5088 53 1 563 NA kidney stage i t1b n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 1 4 3 8 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.8382504 9.8470926 10.7223221 10.4890830 8.4740689 8.9597168 4.1334484 10.5354370 10.6186614 10.3576560 8.0795243 0.6098495 10.4101678 0.7407981 9.3136393 8.1587046 -0.3900560 10.0139598 9.7131705 8.6197112 9.4287923 1.4172179 8.3241283 9.6993332 4.9849220 10.9323741 10.9778434 8.7959968 6.6973457 10.0504715 14.2653295 10.5376607 9.1661204 9.9067989 15.6882524 9.5971466 8.3120552 9.7203660 5.2392376 9.5935889 7.3912427 11.8000160 7.7288239 11.9545947 2.0441843 9.0073755 10.6308626 11.4292635 8.8350900 3.8952832 10.1241036 7.8217708 11.9771609 6.8625481 14.7728675 8.7947580 10.3976220 8.3445924 11.8928262 NA 4.8386997 13.7404130 11.3388660 8.7378770 8.6638086 7.7947583 9.3051110 7.8387016 11.1415078 8.3580753 8.9903437 8.0507520 9.0266803 NA 9.3146510 8.9575040 9.7577235 10.4875503 8.9419191 8.2227510 11.6302949 9.9514014 12.0873880 1.7798060 1.6098968 9.9751115 8.8072467 9.4388124 9.7897917 -1.3902450 6.2319354 5.8482874 13.6541487 10.1863670 10.9756583 12.8879691 7.9022045 10.0785067 10.0769787 4.8952832 7.4140137 10.2190614 10.3891916 9.8156760 11.2134765 10.2018724 8.4364313 10.4844798 10.5553265 4.8952832 1.4172179 2.3103110 8.8205540 1.1948435 -1.3902450 9.5677103 12.5710610 9.4963413 11.5989223 9.3722648 3.7798060 10.5062150 8.5346951 9.8593161 12.7025572 7.4678639 9.1206469 9.8860070 6.3378038 10.0590313 8.0896629 10.6752988 11.2687636 12.7585181 9.5781390 12.1503740 9.0916821 9.7941382 9.6063562 10.5724172 0.1948435 7.9914255 10.7519897 9.5165553 7.9118815 9.8918127 11.0807957 8.8964405 10.0942020 11.1194103 10.9136634 5.7798086 9.6119945 9.0166724 4.8766692 7.3479747 1.1948435 8.4204542 6.3977859 12.6111149 10.3051110 8.6098827 11.0437288 10.7219963 9.5294909 7.1451577 10.7045311 9.3572364 6.9586107 10.0866288 1.7798060 4.6322508 8.6933618 3.9674361 8.0774882 3.8952832 10.3072846 7.1216350 10.5432561 5.6563505 NA 1.7798060 11.0792701 10.7272011 11.4883168 11.1806871 12.1629119 9.0528261 8.4091155 6.2845697 11.8632870 10.7108734 9.9952058 11.0442503 -0.3900560 -1.3902450 0.6098495 9.8476901 9.3361008 9.5531301 4.2537397 12.9170123 14.2388123 10.8672705 7.7913081 10.2831917 0.6098495 2.5167716 NA 1.1948435 14.1789965 7.1835302 9.6266910 11.5900222 NA 8.4740689 8.9186653 10.4447486 8.2501274 10.4123990 9.8883321 9.3403529 9.5465206 9.3969690 11.1714093 10.4624122 10.3215497 11.2317056 8.4894659 9.5227720 7.8696259 10.4951977 4.8653844 8.8558630 10.7484744 -0.00089867 -0.00968060 0.01684500 0.12358000 -0.02686600 0.00000000 -0.00318590 -0.01409000 0.01084200 -0.00089867 -0.00089867 0.00124810 -0.00968060 0.53538000 -0.51602000 -0.51342000 -0.54169000 0.01684500 -0.00705760 0.12358000 0.00903120 0.00000000 0.01098200 0.01098200 -0.01066200 0.00638710 -0.00968060 0.01167900 0.02834100 -0.00705760 0.01084200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1250896 7.1644715 10.1553298 7.3471979 -0.3900560 9.8217710 7.9227658 10.7614542 9.8113940 11.5816579 9.8542465 0.6098495 5.9849220 9.8260222 4.1948435 8.3780668 10.6263428 9.8860070 1.4172179 7.5167732 3.2537322 -0.3900560 8.6239031 8.3714338 10.9715413 10.8725648 11.1633871 7.8743255 1.6098968 0.6098495 2.4172449 10.0677765 7.8929708 8.9340632 NA 7.7997071 10.183056 10.439209 8.739166 10.939679 8.354717 6.317243 10.162552 3.739168 9.793518 9.911950 6.843503 8.029843 9.599987 8.213509 12.627996 10.864911 9.960822 13.446229 12.928355 6.670578 8.604236 9.768492 9.746233 9.347975 6.275219 13.282308 8.831470 9.131483 6.522771 4.101734 10.479091 7.869626 13.812083 10.418445 12.087388 9.269878 7.260935 11.232621 11.312488 7.902204 15.352508 11.213477 11.014492 13.266419 10.517149 1.609897 11.257341 10.282750 10.782623 8.089663 7.673278 9.954733 12.438118 10.203274 11.137115 6.449086 6.665165 3.253732 11.014492 12.770778 7.452233 NA NA 10.267201 12.644424 11.068858 7.330981 10.470970 11.6616014 12.5062151 10.8725648 10.6415839 10.3998238 7.7365873 10.5857306 5.2097965 9.0896629 7.4986259 9.7972347 6.8290516 7.1683031 12.5857118 8.3912423 11.3422621 10.2796535 2.6098731 13.6632995 7.2584200 6.5640794 8.9090104 10.0585152 10.0144920 4.4172382 8.8217708 10.2424235 7.8766692 11.5478082 8.1529145 11.5450477 11.6707474 0.1948435 12.0968433 10.7897918 10.9616501 2.0693241 11.1570182 9.8223790 3.8952832 9.8854252 4.3103256 7.6042359 7.2097955 9.3722648 9.5528297 6.9541789 9.1490413 5.7184082 10.7519897 10.5253886 10.4840956 12.6111149 10.8159812 10.8542465 10.0866288 11.5860887 7.6624505 7.0064877 10.0523079 10.1226232 5.9762055 4.9674361 -1.3902450 11.3668559 12.8784948 8.8387013 2.4172449 8.4740689 7.7922769 10.3335436 TCGA-B0-5092 53 1 459 NA kidney stage iv t1a n0 m1 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 6 3 2 NA NA 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.367105756 10.556006006 8.634485817 9.553617775 0.994217647 11.133152426 11.195445725 10.343521972 7.820789106 1.994253859 10.281491358 -0.005782353 9.004069306 7.951343004 0.579180148 10.230254900 10.240981374 9.299162447 9.610293302 3.801593262 6.930879235 9.650665665 4.242168032 11.379563891 11.189920529 8.720458722 3.694679650 9.377361734 11.602495575 11.208863434 9.307123605 9.613543624 15.216752651 9.170413832 7.698144146 9.746621302 5.814419683 9.973665944 7.648876679 10.381719546 7.461846111 12.041023692 2.777703755 9.709627866 9.303717058 10.498066429 9.159147538 2.801593262 9.985762544 8.397252778 12.327396072 6.977234123 16.260888939 8.471999073 11.055041333 7.742433403 11.753920915 -0.005782353 6.638097013 13.910959948 10.439772926 9.101457836 4.876885247 8.302579981 9.617207738 8.548829613 11.766349057 8.975808139 9.002669333 8.316168827 8.388703587 4.608951140 9.544987608 8.847550378 9.849887952 10.381719546 9.544987608 7.184065025 11.400804525 9.877647791 12.885644730 3.749126609 -0.005782353 10.083691262 8.516253159 9.704186030 9.854551766 -0.005782353 5.469973863 4.901132384 14.146406713 6.982925145 10.842863682 13.085758762 7.801595849 10.116421683 10.204303243 5.143989248 7.261027702 10.332419948 10.775190497 9.736550083 10.930989048 10.332977071 8.459806998 8.465916119 10.725559769 3.242175655 2.694679650 2.901127556 8.625417718 3.081697530 NA 10.377945033 12.801696276 9.481075683 11.370637500 9.331862609 5.445120819 10.705047156 8.405751607 9.962324307 7.855327604 5.638097013 8.954242557 5.437184452 6.722161332 9.417356556 7.804812509 10.911239770 10.884504972 12.181128740 9.329787370 12.152219172 9.344074826 9.094902940 9.151587667 11.328793389 NA 7.494086742 11.048166626 8.683312573 7.789079084 10.145257245 10.950616913 9.136347778 9.881461359 11.561246125 11.169790306 6.913103629 9.956413767 8.766670687 6.005467360 8.476040174 0.579180148 7.927931407 6.223059514 12.256922870 10.170413832 8.288861461 10.739915086 9.960024963 8.474021038 5.594154382 11.017468351 9.461846316 7.302579524 10.126097717 1.801613954 4.316167469 7.102765196 4.420502613 7.284259633 3.316174712 10.188997613 6.845989262 10.299875053 6.960025108 1.579180148 0.994217647 11.476796621 10.407339685 11.753712872 11.383872093 11.909746707 9.060329808 8.433032459 6.441903386 11.240981314 10.491593588 9.655128000 12.203237105 -0.005782353 -1.005782353 -0.005782353 10.313348354 9.374701749 9.169166385 6.123523426 12.179116074 12.597171512 9.998461244 7.175741149 10.463882550 NA 0.579180148 NA 1.316145742 14.302117466 7.005468483 9.398317874 11.196670725 0.579180148 8.899627611 8.975808139 10.406281231 8.428868900 10.474526087 10.053585186 9.661352351 9.544025313 9.001268000 11.301156859 10.279064854 9.434071682 11.260441672 8.253984068 9.946020799 6.919052802 10.745784812 5.097737195 8.986966630 10.582486851 0.31418000 0.00000000 0.00636560 0.44172000 -0.00650500 -0.00567570 -0.00066898 0.01992300 -0.00981850 -0.13329000 -0.13329000 0.30757000 0.00000000 0.00000000 -0.34159000 -0.34435000 -0.34435000 -0.34435000 -0.00581400 -0.00138580 0.00388540 0.01126100 0.00824350 0.00824350 -0.00066898 0.00652620 -0.12707000 -0.33719000 0.08898200 0.01460900 -0.00981850 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.337 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.181 0.314 0.000 0.000 0.000 -0.115 0.000 0.000 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.337 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.181 0.314 0.000 0.000 0.000 -0.115 0.000 0.000 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.462355644 7.382258281 9.437184244 7.054828946 1.899214308 9.863834561 9.913848918 10.087011133 9.668432964 11.636434620 10.207952499 1.801613954 6.403632441 9.747457559 5.666665711 7.898122475 10.861519495 5.437184452 2.579204289 8.455720106 5.081701790 -0.005782353 8.691208210 5.016607745 11.434063809 10.766142841 11.381606487 8.634485817 -0.005782353 0.579180148 2.994235753 9.810424466 7.735707647 9.404691987 0.579180148 9.435109949 10.4704806 10.5430627 8.8444277 10.2813759 8.5020354 8.9928313 10.0876583 4.9484373 9.8730580 10.1553726 6.8334442 6.9942403 9.6281442 8.5978671 12.5428219 11.2380097 9.9433380 13.6589102 12.8808899 7.2278604 9.0304144 9.6407995 7.5792035 9.7247108 8.1490586 12.7574531 8.5275704 7.8491092 5.0166077 2.9011276 9.5829554 7.6416992 13.5497885 10.8856447 12.8856447 9.0522325 6.9308792 11.2155257 10.4015085 7.8015958 15.8573502 10.9309890 10.4689607 13.6511683 10.9636273 3.9484326 12.1919182 9.9440675 11.1331524 7.8048125 8.0790490 10.5820182 11.8186029 11.7202460 11.2445391 5.2230595 7.9041336 3.2421757 11.4747785 12.6524522 7.8176079 0.9942176 NA 9.3671059 12.9376713 11.6839570 7.6666664 10.4505952 11.160404 12.183602 10.766143 11.116098 9.928669 9.259856 12.716408 6.334091 9.270365 7.663125 9.957859 7.582956 7.179116 11.919042 9.105376 11.569071 9.940416 3.081698 13.535216 8.203158 8.030414 9.142654 10.418407 9.892086 6.270364 8.156632 9.799985 6.839730 11.734232 5.502035 12.932810 11.252512 2.164175 11.597867 11.050540 10.702894 1.316146 10.748293 9.711060 6.193914 10.424170 4.775598 7.677235 6.728950 9.331863 10.142806 6.420506 8.461846 5.876883 11.048167 10.445967 10.577323 12.256923 10.081040 10.671960 10.126098 11.105702 7.579204 6.049524 10.135709 10.269201 2.801593 2.579204 NA 11.308541 12.521116 8.445452 5.102763 8.899628 7.867685 10.071724 TCGA-B0-5094 62 1 333 NA kidney stage iv t3b n0 m1 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 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9.5091948 -1.4571972 2.3986787 5.5539165 6.1500194 9.0574034 8.5012421 10.9317829 11.4881332 3.6719727 9.0072350 10.8766833 12.4882247 15.3224544 10.1006317 11.0375450 8.8106465 7.7858631 7.6459776 14.9145511 7.5142327 NA 9.2983948 10.3042406 10.3771604 8.9403641 3.0021264 1.5427038 9.3866105 9.7012990 10.2383527 8.4130541 6.5313737 10.4199736 10.0082558 10.7615553 6.5925378 9.0021211 4.1276498 10.2422619 10.4435562 8.9949307 8.4299101 2.7126178 10.5822939 9.8925235 10.3117008 7.7906170 1.8646121 10.0750258 2.5800731 8.9371522 8.1182289 2.1276663 10.3684433 9.1656562 8.7834809 9.3501007 2.1276663 5.6512125 9.1370139 7.5313744 11.4115119 10.8332842 12.3523570 3.5426914 12.6214140 12.9581011 11.0377949 9.2053578 10.2921398 15.8527696 9.4367492 8.0102948 5.4615515 4.8825403 9.4283857 7.5483141 9.8544377 5.3755782 13.3031495 2.3866730 9.4479711 9.4061015 8.4420465 8.5539165 4.6301550 9.7269449 9.3834674 11.5962759 8.3059017 13.8030393 7.4968857 11.1210409 8.0405412 11.4365597 NA 6.1049321 12.2059139 11.2383527 7.4375074 3.4006745 9.0072350 9.6538251 8.8668700 9.7101075 9.0905478 8.6924366 9.5754239 9.5048625 NA 10.1606159 8.8702420 9.3273243 10.9217970 9.3125272 8.4881334 12.3318898 9.7618579 12.9257861 1.8646121 -0.4573952 9.8880947 9.5525740 8.9231504 10.1285909 NA 4.9520819 2.5426790 14.6954298 7.1500194 10.4954306 10.7678968 9.5553139 8.8803112 9.3826804 2.8646121 6.8736065 11.8416111 11.0689441 10.1092191 11.2024557 10.7609499 8.6221741 8.0405412 11.4443106 1.5427038 2.4495878 6.4675012 8.9478309 6.8094762 0.5427038 10.2765521 13.4049393 10.6154919 11.0578964 8.3897466 3.7126178 10.0138565 8.4329536 9.5507187 4.0021174 4.4253317 9.1665708 5.4852046 6.8601024 9.6201727 8.6301521 11.3391347 11.7415948 11.2554313 8.9263936 11.2040221 9.3191225 11.1073152 10.3909211 7.6221741 0.1276333 8.2009011 10.8586880 10.3523892 7.8100382 9.9990438 10.5295980 9.9144660 9.4397785 12.4074559 10.8404654 4.4734298 10.3071464 9.0319352 7.3532606 8.1049321 -1.4571972 7.2361759 7.2009006 12.8824698 9.7787035 8.7678967 10.5048624 10.1847411 8.4283857 3.7521384 11.1423396 8.9090116 9.1276518 9.8567061 0.1276333 5.4253317 4.9520819 1.3500446 10.4195900 6.0265057 10.7148043 5.6512125 10.8192122 7.8960126 NA 0.5427038 11.5203271 9.9783597 12.1929558 11.3918990 11.0716318 8.9647541 8.2650702 6.9403218 9.4793274 10.7834807 9.8246194 11.2936057 NA 1.1276333 -1.4571972 9.5945780 8.7882420 9.4314326 0.5427038 12.6716503 11.6351162 9.3289590 5.9596125 9.9504882 NA NA 5.1573995 NA 13.8176862 8.4053266 8.6154921 10.7748104 -1.4571972 8.4037764 9.6945621 11.1525607 6.7075966 12.3233317 9.2908821 8.4314328 8.9897725 9.1964302 11.2580079 10.9363480 9.2239278 11.0232271 7.5870837 10.1798848 6.9605418 10.9980166 4.5650548 8.9808782 10.4804310 0.0069435 -0.0027707 0.2839000 0.5624100 0.5503600 0.0056919 -0.0099565 -0.0081624 -0.0306100 0.0043021 -0.7370500 0.0069435 -1.1343000 0.0026357 -0.6141200 -0.6141200 -0.6141200 -0.6141200 0.0000000 0.5890100 -0.0022168 -0.6233700 -0.6096700 -0.6096700 -0.0099565 -0.3210000 -0.6055500 -0.6121000 0.0098669 0.1027400 -0.0280650 0.000 0.000 0.000 0.000 0.545 0.545 -0.606 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.585 0.585 0.000 -0.155 0.000 0.000 -0.614 -0.292 0.000 0.000 0.562 0.562 0.000 0.000 0.550 0.550 -0.621 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.545 -0.606 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.585 0.585 0.000 -0.155 0.000 0.000 -0.614 -0.292 0.000 0.000 0.562 0.562 0.000 0.000 0.550 0.550 -0.621 0.000 -0.610 -0.610 0.000 0.000 11.4375071 6.7472612 8.8747260 6.8349185 0.1276333 9.1087435 12.7931359 9.8299805 9.4866693 11.5410189 9.5615850 -1.4571972 4.9177277 9.5768006 2.7906261 5.7810948 10.7003521 5.4852046 2.1276663 6.6873477 4.4006677 1.3500446 8.6745465 8.9307066 11.4283495 10.9317829 10.1283279 6.7126150 3.0662442 NA 1.3500446 9.9382236 7.7666912 9.2950700 2.2431207 6.4006711 9.841897 10.202685 8.016395 10.966593 9.016395 3.712618 10.698456 4.565055 10.443933 9.796537 6.989773 4.790616 9.856139 7.026505 12.856777 10.021964 9.815319 12.486028 13.362918 7.135146 8.270610 9.453332 5.900241 9.337105 4.864617 12.805005 6.687348 9.938224 8.000070 3.400675 10.681601 8.688622 12.508744 10.012331 12.925786 9.345206 7.964754 11.685116 10.461180 9.555314 15.690123 11.202456 11.691643 13.494156 11.117283 3.400675 11.129295 6.742362 11.827080 8.630152 8.251773 10.246593 12.272735 9.980961 10.862356 7.742362 5.864617 7.712614 10.885320 12.246917 6.179314 1.127633 NA 10.993385 12.075289 11.329959 7.587084 10.946500 10.6158268 12.2382439 10.9317829 10.8766833 10.1006317 7.1388790 11.3240491 5.1125458 9.1583191 5.9002413 9.5084736 6.5925378 6.8601024 11.8318221 7.9794012 11.4224641 9.7588290 3.3500446 13.5898559 6.6274449 6.9605418 9.0693158 9.9269336 8.6873477 1.5427038 8.9435689 9.3166529 7.0740708 10.5153102 5.9856325 10.7600413 9.4480764 5.5426883 11.6981401 11.1384131 9.2765520 0.1276333 12.0018648 9.1020665 1.3500446 9.6937060 8.0405412 8.4022242 10.0574034 8.3897466 8.8034208 4.5650548 7.7906170 2.2431207 10.8586880 10.6417084 10.4359910 12.8824698 10.3150039 9.9679054 9.8567061 10.7962415 7.8578392 6.8869854 9.6860726 10.0199418 -1.4571972 NA -0.4573952 9.8418973 11.8175145 8.6987724 4.7325134 8.4037764 8.1011101 10.6387456 TCGA-B0-5095 81 1 245 NA kidney stage iii t3a n0 m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 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14.0606012 5.9253159 -1.2546336 10.2551760 9.6288130 10.3004744 9.6930429 4.8746888 1.0673634 13.1086510 9.6424951 10.8325373 10.4275227 6.9742241 8.4319066 10.1537357 10.6072683 6.4178306 11.0001393 6.2372597 9.9688044 11.1810762 8.3378631 8.2532008 3.4458459 11.1098143 10.1955862 9.9694077 8.2372592 -0.2546336 10.1348383 -0.2546336 8.7527837 8.0763229 2.7454095 9.6798340 10.3294289 9.2180968 9.4120560 -0.2546336 5.6761433 9.4301546 7.6937734 11.9310557 10.1430806 10.1166381 7.2048372 11.5586080 12.5886400 11.1682592 8.6276057 10.5324923 15.4904368 9.2482378 8.9339948 8.7911655 5.3747613 10.0919197 7.4319062 11.1436152 9.8473816 12.7410848 3.6018985 8.1320447 8.2689681 11.5491335 9.1128208 2.5527705 9.8295499 9.0261768 11.4630824 7.5102776 14.8517941 10.3071712 10.0307619 8.5798771 10.7259026 NA 8.2170814 12.3475248 9.7355100 8.1779477 2.2048293 7.2923005 7.9203314 9.5743358 11.0824703 8.8887892 9.3247220 9.0086751 9.2472433 NA 10.0869248 9.3637916 9.5094482 9.5687732 9.6879205 8.3415958 11.8722701 9.7740028 12.6070745 4.3892639 3.9933302 9.8785482 8.9438510 9.2312353 10.1909381 -0.2546336 3.5002922 2.5527705 14.1684890 3.6522914 10.9591177 11.8640226 9.3937635 8.8565416 9.4527651 3.9153297 7.0673343 10.1024080 11.2549336 9.6462728 11.0003430 10.8669395 8.4018310 8.0238552 10.6432514 8.1758584 5.6879201 1.7454095 8.2332458 4.0673376 -0.2546336 10.2372591 13.2927825 8.6049409 10.6033869 10.3047831 4.6033890 10.3237786 7.3490326 10.2289648 10.8285528 7.6790965 9.1193585 7.2650421 6.7843247 8.9992534 8.9438510 11.0177441 10.8672632 12.7346230 8.8803969 11.0919197 9.4187151 9.9456915 9.2561702 8.7183856 3.6033830 8.5052943 11.5061259 9.0320446 6.9032070 10.1955862 11.4931794 8.3582745 9.9633637 12.0680383 11.0913656 7.2251862 9.8938826 8.8331871 6.0852568 8.1862752 NA 10.1468189 7.5430674 12.7341794 9.1018580 8.4902400 11.5844128 9.6642691 9.4354040 5.7226846 10.8344757 9.0514675 7.7733120 10.5615896 5.3152619 3.8746888 9.1695723 6.8216873 9.3545846 4.3303720 10.4729010 6.7111906 10.9174834 7.1341983 -0.2546336 2.3303576 11.0420354 10.7376362 11.5181329 11.1624673 11.5963741 8.2472430 8.2290808 6.2338076 12.2473675 11.0066194 9.8388235 11.2954312 -0.2546336 0.3303289 -0.2546336 9.9657843 8.6642691 9.5806669 7.0354249 13.8429032 14.4031152 11.4091864 7.8919240 10.7531341 NA 1.3303863 NA NA 14.2401678 8.4107418 9.7733120 12.9186927 NA 9.0250166 8.7130789 11.0707114 7.5463057 10.1653662 9.8262235 9.2027867 9.0952401 9.2272053 11.3040658 10.7815795 9.8473816 10.6691048 7.6492878 9.8305131 8.9376987 11.5123489 5.3152619 8.5724312 10.2571586 0.04175000 -0.31306000 -0.00621990 0.45701000 0.03812900 0.01126900 0.01671400 0.01432500 -0.03530400 -0.04671000 0.04175000 -0.00056946 0.00653500 -0.31306000 -0.33073000 -0.32553000 -0.32553000 -0.32553000 -0.15336000 0.35823000 -0.00303880 0.01126900 -0.29449000 -0.29449000 0.01671400 0.01238500 -0.19286000 -0.02793600 0.02287400 0.00417200 -0.03244200 0.000 0.000 0.000 0.000 0.194 0.194 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.159 -0.159 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.194 0.194 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.159 -0.159 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 10.4266444 6.8114954 10.3656258 7.0234372 0.7453664 8.9090557 12.4483362 10.8091178 9.4605100 11.2508702 10.4045099 2.9933302 5.9450786 9.3527362 5.5710639 8.2512173 10.4758761 7.2650421 2.2048293 6.7226860 4.8114967 0.7453664 8.6049409 5.6522972 10.5258432 11.3076484 10.2237913 7.2923005 3.3303720 -0.2546336 -1.2546336 9.5948111 7.7425857 9.1904208 1.3303863 6.7226860 10.8198819 10.4969500 8.4071840 10.5651859 8.9657843 6.0852568 10.8662918 5.9153321 10.4724755 9.0985527 6.6280489 7.0168684 10.0133630 8.2980749 13.1416093 10.2596269 10.3802170 13.3930330 12.8093066 8.0215303 9.6930429 10.7216121 7.6672471 9.6754040 5.4596513 13.0307359 9.1193585 5.5398226 7.2999946 5.6157694 10.2985552 9.9867933 13.2836555 10.6496642 12.6070745 9.3692874 6.9980714 11.5828368 11.3195264 9.3937635 15.0692524 11.0003430 12.0959308 13.7285332 11.3380966 2.7454095 11.0354248 10.0985527 10.3587350 8.9438510 7.5877565 10.6537985 12.8070303 10.5040456 11.2862605 5.2048372 6.4801148 3.1377166 10.8762982 12.3267243 7.4630821 -0.2546336 NA 9.9820181 12.7770210 11.4421540 7.1716712 11.3023909 11.6521087 13.0317471 11.3076484 10.9688044 10.1387964 7.2571587 10.2160648 6.7622146 8.8262234 7.2412605 10.7736574 6.4178306 8.1398685 13.1143059 8.4834982 11.8619124 10.5304496 2.4458326 12.7802909 7.4187508 6.8328685 8.4181140 9.7205374 10.2387611 2.7454095 9.3545846 10.3986989 8.0582889 11.0670523 6.0491864 11.2073969 12.3619548 2.2048293 11.6530477 10.6934081 10.5032127 3.0673289 11.3023909 9.4553513 2.4458326 10.1489506 6.9103129 9.0996553 8.1945545 10.3047831 9.6502513 5.8328698 8.2709269 6.8695272 11.5061259 10.6835153 10.9077973 12.7341794 9.7524332 10.3883602 10.5615896 11.2583933 7.5300411 6.0400266 9.8262235 10.2625833 2.9933302 -0.2546336 NA 10.5353471 11.0570606 9.7447013 4.3892639 9.0250166 7.8539302 10.1547968 TCGA-B0-5096 72 1 68 NA kidney stage iii t3a n1 m0 female 1998 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 6 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0716529 9.4436779 4.6391858 -0.1157538 8.9902092 9.0097144 11.7943814 8.9273282 7.0135840 1.4692608 10.3339654 11.1098096 6.5985468 10.4739520 5.0135829 9.7745652 11.3493570 9.4484502 7.1697026 4.5567237 12.4039371 10.0548519 10.6117959 7.6980823 2.9717551 9.9570565 0.8329305 9.7156080 6.9232193 3.9717643 10.2140972 9.3661003 8.2152175 10.0648317 1.8842853 5.7669449 9.7383901 6.2680058 12.3312549 8.7592824 12.5487481 3.7422865 11.0260887 11.8363140 11.1493298 8.7896879 9.4009857 16.3016342 8.8515270 8.8744048 7.8326679 3.9286925 10.0025931 7.6491721 10.2067924 7.8471971 14.3361237 2.5316185 8.5071032 7.7076683 9.0617203 8.8282809 0.8843244 9.2968708 10.0961891 13.3208172 7.5389370 15.0542556 8.2107303 10.9089627 7.1179204 11.0359517 -1.1155974 8.5830056 11.6860092 8.8091134 6.7791192 2.5847461 9.5090962 6.5916600 10.8142989 11.4657368 9.3620591 8.1179204 10.2352400 9.7956928 4.0135873 9.7836578 8.7730442 10.1369663 9.8428536 9.1262840 7.1274744 11.9247173 9.3650910 14.9875887 3.5847461 3.0542233 9.7592822 8.5463103 8.4000007 10.0809029 0.4692608 0.4692608 2.6916458 13.8002269 -0.1157538 9.4655015 2.9717551 9.6713871 9.0212920 9.4156824 4.6391858 4.4388916 10.5040623 11.7571681 10.7258652 11.5417310 9.8786542 8.2152175 9.1639115 11.0523461 7.8814805 4.7171884 8.2936919 7.4039374 7.6358451 -1.1155974 9.5540717 13.1567848 9.8765311 9.3447568 9.5890691 3.8384980 9.3960535 7.8843006 9.3749512 8.3105655 5.0340484 7.2979287 5.2418516 7.9664501 8.6173161 9.1215107 12.7169931 12.2209469 10.8733405 9.1058881 11.9251042 9.5838733 10.6860092 9.9004126 -0.1157538 1.8842853 8.0238525 11.0429106 8.1413587 6.5928322 9.7562060 11.5836564 7.0986196 9.5380416 12.8154077 11.0244915 3.4692608 10.8113380 8.7466436 5.8955280 8.7422818 NA 9.3661003 7.5136573 12.9731719 9.7492607 8.8268154 10.2989861 9.4369699 8.6375175 3.3437347 10.6775221 9.2352400 9.4340854 9.3640810 2.2062369 3.2766158 10.5159327 0.4692608 6.2936923 3.3437347 11.3681166 4.1322313 11.1541201 6.6150087 NA 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0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 -0.390 -0.390 0.000 0.000 10.1988840 6.3437329 8.6803405 5.5420847 -0.1157538 9.1823633 13.7929280 10.4284636 8.9557632 11.8154871 11.0885663 1.2062056 6.3681170 8.6607340 4.9286972 5.1510876 11.2082000 5.2418516 -0.1157538 6.3021527 6.0441711 3.8384980 8.9259600 6.7608184 11.3798586 10.8729855 9.9169320 7.3189287 -0.1157538 NA NA 9.3406553 6.8843012 9.5786587 NA 6.1131191 11.7116435 10.7266512 7.5742991 10.4655014 9.7745652 8.0765938 10.4916312 5.2593403 11.1889374 9.8715649 6.4990103 6.8558440 11.4350476 6.6852001 14.1666292 10.6441891 10.5989757 12.5709108 12.5576099 8.6556252 9.9993444 9.6795288 11.0663848 9.4907061 5.7911915 13.1439706 7.3189287 6.7971907 4.7422811 1.8842853 11.5188850 9.6516577 14.1769820 8.8076283 14.9875887 8.8828912 8.3105655 10.1937772 10.9905366 9.6713871 14.2464844 11.5417310 13.1733111 13.3120720 10.6508298 3.1322313 9.7538946 8.6803405 11.1832226 9.1215107 7.9422928 10.8895745 13.0790577 10.7768437 11.8414029 2.7911889 6.0937545 2.4692608 12.2967384 12.1596979 8.3274516 0.4692608 NA 10.9793682 14.0157961 11.8196464 6.8899249 11.0885663 11.459604 12.399754 10.872986 10.805770 9.932106 5.961116 11.616468 6.074126 9.327244 3.469261 10.469733 6.598547 5.484212 12.219129 8.374149 12.390856 10.200017 2.791189 12.756014 6.125568 6.318930 7.933959 10.694872 9.327244 8.347825 8.776085 9.794194 6.563780 11.253626 6.310566 12.228597 8.996740 9.138148 9.465502 10.293161 9.583005 NA 12.106190 8.974413 2.584746 10.529959 6.122706 10.403446 7.588204 9.589069 9.165130 7.872986 6.577788 2.884305 11.042911 10.277691 11.260426 12.973172 10.767326 11.391104 9.364081 9.900413 8.151088 5.906669 9.173167 9.981016 NA 1.206206 NA 10.310566 9.919354 9.342707 3.343735 7.635845 6.992825 9.505437 TCGA-B0-5097 59 0 NA 665 kidney stage iii t3b n0 m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 6 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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9.0216119 7.5880520 4.3449776 11.5037772 9.9777427 10.6522530 7.6576693 -0.2095616 10.0417784 1.1122998 8.9324977 7.3865808 -1.2095616 9.8685415 10.1534303 9.1556195 9.5915089 -1.2095616 6.6483720 9.6844506 4.6232816 11.9042956 8.8524368 11.0717412 7.0477783 10.9928727 13.5008205 11.3640379 8.8672061 9.9060846 15.4669263 9.1156960 8.5369050 8.9067346 4.3753523 9.7240813 6.8672058 10.0560058 9.8470284 13.0073638 1.5280712 8.4594706 8.1078035 11.1689565 8.9715430 2.2498094 9.2651105 9.6264410 12.1690920 7.9196738 14.4520658 10.9096560 11.3430358 8.1610780 10.6440901 -1.2095616 8.4197474 12.4287134 9.8141450 7.4486020 4.3449776 9.0383182 7.0571773 9.6599845 11.5431894 9.9324978 9.1545252 9.0406892 9.0155982 NA 10.1746347 8.7946111 9.6209058 10.2045473 8.5536032 7.1302411 11.7129138 9.4297314 13.0449765 4.3449776 2.4908268 9.8120646 9.9299420 8.1632557 10.3430598 NA 4.2166566 2.2498094 13.9567107 2.7903967 10.6327410 7.8778534 10.3554927 7.3411372 8.9590627 4.6972790 6.2250184 10.0377248 11.2640964 9.7292351 12.1174633 10.7449505 8.8645322 9.6699739 10.5742074 5.3449811 4.7676707 2.6972845 7.0711609 3.3139569 0.7903550 9.7270285 12.6323481 7.9015264 9.1446401 10.0264049 3.1123165 10.0861596 7.2498227 9.4557443 7.9578090 7.6852085 9.6638349 6.9851475 7.7819124 8.7489435 9.8182966 11.6503136 11.0755039 12.7011271 8.5660670 10.9312205 9.3856482 9.6889921 10.1692274 9.9814498 6.4414420 8.1805596 11.2523817 10.2356125 6.3034082 10.4400959 11.3087979 8.4014154 9.8361503 12.1588971 11.1684145 4.7211265 10.1335764 8.0914296 4.5717496 7.9145119 NA 10.0034949 7.7474928 13.1271762 9.4261087 8.9106286 11.2150819 10.0406890 9.3001656 4.4051006 10.4672292 9.1654301 7.5080673 10.0554196 4.6483734 2.3753453 7.6942722 2.5977457 7.5815539 3.9196738 10.2297022 6.4270161 11.6060261 7.2504775 NA 1.7903967 11.1832447 10.2590147 11.2495661 10.9096560 10.7514785 9.6429201 9.0928467 5.9164766 12.3908844 11.5272154 9.7691011 11.1813657 -1.2095616 0.3754009 NA 10.1435376 9.2882425 9.8995684 4.2166566 14.8405582 13.7892455 10.0400968 6.4169765 10.7096265 -0.2095616 0.7903550 NA 0.3754009 14.0782834 9.0204111 9.2218882 12.1215876 NA 9.0665152 9.1471507 10.8972807 6.9752656 10.1049739 9.6413589 8.6897475 8.7431319 9.0335648 11.3954071 11.1015714 9.7547315 10.5916948 7.9324977 9.7590574 8.7431319 11.4129001 4.3139496 7.6706173 9.6987833 0.0264440 0.0296770 0.1476400 0.0419110 0.0194330 0.2385300 -0.0118180 0.0406800 -0.0234390 0.0264440 0.0264440 0.0264440 0.0296770 0.0396900 -0.3626200 -0.3499000 -0.3499000 0.1476400 -0.0436690 0.0520720 -0.0274660 -0.2220100 -0.1079500 -0.1079500 -0.0118180 0.0000000 -0.0562400 -0.3265200 -0.1492000 0.0365820 -0.0049151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 -0.149 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.202 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.239 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 -0.149 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.202 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.239 -0.108 -0.108 0.000 0.000 10.5042067 6.6912578 10.8092863 6.4530945 1.3753453 8.4925634 11.8670393 10.4848313 9.6327410 11.0991278 10.3468967 2.2498094 6.7387584 8.9777427 3.6972845 7.4838778 10.4078581 6.9851475 1.1122998 5.8347845 4.4051006 1.5977457 9.1213076 3.9998467 10.5188810 11.0633120 10.5560622 7.3411372 NA -0.2095616 -1.2095616 9.3564447 7.9067349 8.9401377 -1.2095616 6.8238143 11.986532 10.513625 7.764805 11.794260 8.937596 5.834785 10.895972 5.940139 10.738393 9.936323 5.767671 6.584806 10.317379 9.010769 13.678611 10.272190 10.328580 13.565898 13.009710 8.306090 9.437849 10.286246 8.821058 9.596940 6.604172 13.353050 9.567646 7.455727 8.905434 5.094173 11.572365 9.873870 14.688803 9.517460 13.044976 9.479515 7.480389 9.299176 12.575332 10.355493 16.337217 12.117463 12.662296 13.494132 11.171122 4.112316 10.286745 9.225019 10.871541 9.818297 7.864532 10.345938 13.333664 11.161078 11.964535 4.721127 6.584806 4.038322 10.839218 12.589875 7.945209 NA NA 12.420203 13.093030 11.621447 7.770530 10.735103 11.2369571 13.2097584 11.0633120 10.5212854 10.3212847 7.4197470 13.1208174 7.0757925 8.6057740 6.3903031 10.6236761 6.9299425 6.4270161 13.5198436 8.8672061 12.0631663 10.6005606 2.3753453 12.8370031 6.8458902 6.8725395 8.3545020 9.4521687 10.2082431 3.2498245 9.0918868 10.3031312 8.0987296 11.0323738 7.0383176 12.2435327 11.2034896 4.3753523 11.3519173 10.4729465 9.8672063 0.3754009 11.4018766 9.4960231 3.7903863 10.4220225 8.3276092 9.8272511 6.3903031 10.0264049 9.6565568 4.3753523 7.7387577 3.7903863 11.2523817 10.6886142 11.0518980 13.1271762 10.4064800 10.6244666 10.0554196 11.4766723 7.6169391 6.1302411 9.4681104 10.1083685 2.1123332 1.2471984 0.3754009 12.5095656 10.1781388 9.7409466 -0.2095616 9.0665152 7.4977497 9.8732051 TCGA-B0-5098 53 1 1584 NA kidney stage i t1 nx m0 female 1998 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 1 4 3 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 6 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.97264269 8.50044795 2.14561225 10.28869412 9.79167930 10.51696312 10.28022908 4.87142970 1.03012416 10.87352578 7.04135580 11.56718467 9.28594359 4.46753382 7.39060922 9.18144077 11.86288628 11.63081538 10.28830157 9.99061272 15.29050863 10.00358636 9.06446848 11.29867011 5.13166767 10.07041777 6.83748287 9.55369015 7.20671647 11.68610596 4.81707063 9.55729233 6.42815914 7.31860969 8.54056282 5.90459729 8.96578428 9.96086541 14.63323282 7.70490861 14.93080972 7.94102060 10.06188445 9.84604507 11.07747928 -1.55469706 9.57637947 10.07952292 9.50586156 7.70019416 2.14561225 9.67698683 10.83721462 8.80161751 11.19356811 8.78612846 6.99206028 8.90562137 10.08495849 9.14733825 9.98771381 7.47858844 9.52531682 10.41742745 7.65461884 9.69071827 12.05034068 10.42423349 12.55303652 5.10337594 1.03012416 10.63776663 9.67166207 9.99109535 9.71078061 1.25253677 2.83747908 4.20005701 14.58503666 8.84497749 10.78557213 5.76709329 8.85561696 9.73748718 9.90562152 1.90458043 7.61007253 8.99109549 10.76455549 8.12816037 11.31330907 9.68833967 9.39645023 6.71662880 11.35861604 1.90458043 7.43100778 2.03012416 8.69309312 6.81148773 NA 9.46336579 12.31889807 12.09239916 10.69546399 9.14213310 2.96873590 9.85402605 8.27171419 11.13751960 4.20005701 8.00549824 8.86723024 4.39936253 5.48474396 8.86617854 10.35205623 9.98723018 10.84310756 9.35130456 8.94324681 12.62336359 10.07361113 8.78946159 9.78501559 7.87979397 7.79167930 7.56410680 10.85402605 3.94628170 6.54493353 10.35017643 10.10114342 8.90868984 10.79417036 12.82379915 11.38547919 2.44517049 10.99278316 9.28466080 4.63498816 7.90459729 1.90458043 8.56540335 7.83962834 12.44057946 9.54517088 10.22324273 11.08360152 10.08450627 9.60881534 2.96873590 11.02730993 9.59364210 9.92998845 10.11626429 3.96872669 4.69309103 3.14561225 2.98928436 5.73978601 1.90458043 9.11050158 3.80272056 10.35992445 8.36002885 0.44519698 1.03012416 10.26614234 10.27211128 11.24383989 11.25111098 11.76779796 8.82778950 7.36402869 6.97794959 9.29143941 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10.0833783 11.2779000 7.2801620 9.0598768 0.6398804 7.9345377 9.8777242 9.8759308 8.1317700 0.9618455 10.3289843 0.2249046 9.0407960 7.9595888 2.3403629 10.1683708 9.3025850 8.1887387 9.7589810 NA 5.2398295 9.1126076 1.9618455 10.9232945 10.5988319 8.5853607 6.5468080 11.8607620 14.9975890 10.3575931 8.4696394 10.8786200 15.6596052 9.6671316 8.5647291 9.9561983 5.2692726 8.9195272 7.0450585 10.6024513 6.1075226 12.6990076 2.2605075 6.3597162 8.9206875 11.0844140 8.9425556 1.9618455 9.7253891 8.2267566 12.8600683 7.8973046 14.5091582 10.1212117 9.6112663 7.6028124 11.4945903 NA 4.2837736 12.4799078 12.2824197 8.3998047 3.0993457 8.4196362 9.9702735 8.0429288 11.4231196 9.7484411 9.1166629 9.3678371 9.4893218 NA 10.2192327 8.9908559 9.8192039 10.1191917 9.4472717 8.3299147 11.3860006 9.7247251 12.7589389 NA NA 9.9618448 10.2145103 8.3897862 9.8160899 NA 6.4916655 5.1317706 13.6158542 3.9618455 11.1477114 13.7648054 9.2050188 8.3729321 9.2601365 2.5468080 7.6085838 10.6402689 10.8759309 10.1257460 12.3628011 10.3268549 8.3141092 6.9391243 10.5890138 2.6399267 1.6399267 4.8297430 8.2564654 4.6171986 -1.3599344 9.0084233 12.4208665 9.8041951 10.2788051 9.1186862 3.2837736 11.1285101 8.2765413 9.8255788 12.5359652 6.8590850 10.3520137 6.5347340 5.9067030 10.6660943 8.8085887 11.4312831 10.6179121 12.6106517 8.9435035 11.2054948 9.1615171 10.8063937 9.0365215 11.2145103 -1.3599344 8.7614502 10.3851709 12.2716201 8.1871967 10.2412232 11.7704873 9.3839097 10.2710938 10.9365461 11.1671493 4.2546243 9.3830681 8.0087726 6.2981286 7.8247920 -1.3599344 8.6719624 7.5912014 12.5972909 9.6257587 8.7614502 10.5875536 11.3141090 9.3307876 10.0630326 10.6411666 9.1983375 8.2692735 9.8426527 1.4472618 3.9974731 9.0029565 0.2249046 7.9573296 3.6843138 10.9183662 6.5824311 9.7334465 7.7355249 -0.3601196 NA 10.9683111 10.8789185 11.0471845 10.8457100 11.5100887 9.7320131 8.5437986 6.3461024 11.9266189 11.2817427 10.1387660 11.6743718 NA -1.3599344 0.6398804 9.6849938 9.0386603 9.4624875 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13.5656102 10.7813853 -0.3601196 10.5240872 10.8247920 9.9869844 8.8085887 8.4775446 9.9160411 12.9559861 7.8711376 11.2161625 2.8098466 6.4791206 7.4472717 11.1798025 12.7896638 6.5647287 NA NA 11.6031740 12.5056500 11.3679733 6.9974686 11.0035039 11.6771205 12.8082754 10.7187347 11.2679065 10.1141296 6.2619689 9.6264698 6.0407960 8.9125466 5.5468080 9.9442680 6.9345377 7.0993478 12.4947539 9.2453963 11.6603759 10.5083535 3.4978933 14.7312281 7.5171394 6.1712989 9.9464228 10.1678824 9.7595062 0.9618455 9.6370961 10.5048766 9.2084714 11.0271263 4.6171986 8.9276289 10.4436443 0.2249046 11.9493931 10.3083585 10.3644306 0.9618455 11.3945955 9.1095585 -0.3601196 9.3464127 9.2021591 8.9652221 8.4632840 9.1186862 9.2147657 3.7692005 9.5087392 4.9253206 10.3851709 10.2837729 10.5191171 12.5972909 10.3407899 11.1412563 9.8426527 10.9730721 7.1357719 4.6843082 9.6071429 9.6420284 0.9618455 7.2917214 0.9618455 9.4704319 11.5880868 9.6795213 2.9618455 8.2398295 8.2002493 10.2660820 TCGA-B0-5100 72 1 1913 NA kidney stage iii t3a nx m0 male 1998 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 1 4 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2650228 8.8816943 NA 9.2333141 8.7399574 8.5894579 8.9457060 2.0045014 6.2268880 8.6706208 5.8569384 11.4659748 10.1394920 9.8436992 6.5692799 11.2316433 11.8581515 10.4423630 9.7682611 11.4096369 15.5970822 9.4446724 8.1654874 9.1072001 4.5069954 9.1987051 8.1245892 11.8485909 8.6093575 11.7772681 3.6925499 8.5013802 7.4999065 11.3097971 9.1654872 3.2268938 10.2650230 8.8898528 11.2370495 6.6925513 14.4208012 9.1677257 9.9410482 11.2526865 11.0558554 NA 7.6547491 12.8217455 9.1141809 8.2775138 NA 8.8666162 9.4584519 8.4419009 10.6792762 7.6354700 8.7873117 8.3042121 9.3344163 2.2939884 9.3512553 8.8359787 9.7026212 9.9332604 10.4657474 7.8147100 11.0862244 10.3732443 11.2652843 8.0966651 NA 10.3703318 8.1201808 9.2354499 9.2555833 NA 2.0045014 -0.1653697 14.4719877 5.9006591 10.8039569 4.7172158 6.2008927 11.0010473 11.7267337 2.5350078 7.4492799 7.9868552 10.5760374 9.8450984 10.6796291 10.0943137 8.2375824 5.4044263 10.8989763 8.9113860 5.3891607 6.1291903 9.2139487 6.5556689 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5.6419246 6.3183855 7.2816537 10.0777444 11.9370382 7.5488157 0.8345494 -0.1653697 8.8317500 11.8512046 10.6441657 7.2733620 10.8506822 12.0008904 12.1681450 10.4869672 9.2117810 10.7952964 5.9741209 8.2204330 3.6925499 9.8857793 7.2052576 9.8769138 5.0440225 9.3814649 12.1156224 8.3224104 11.4788773 9.7103197 3.6925499 12.9829675 5.7954994 4.9220313 6.5295196 10.0151012 9.7807456 3.2268938 7.9689968 9.7474597 8.1199724 13.1551594 5.7534334 9.4288951 13.3873595 5.2439623 11.8097018 11.6445394 10.7022352 1.1565261 11.3216567 9.1048658 1.8345899 9.7010767 8.4820286 7.0293270 7.7534334 9.6044083 9.1705858 2.0045014 8.0391417 7.6027545 11.6461458 10.9567513 10.3042122 13.4318664 9.8686815 10.5223834 10.2338483 11.8266236 8.8979655 8.1699606 10.4611920 10.3173784 -1.1655315 NA 3.2940031 8.8443991 10.5464223 8.5505325 0.8345494 7.1013570 8.5760372 9.4856220 TCGA-B0-5102 74 1 2764 NA kidney stage i t1 nx m0 female 1999 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.3320634 12.8274880 14.2127313 10.3688854 9.2336973 8.4620949 15.8461847 10.0284610 8.0879210 9.7200015 4.5950978 9.8320533 7.9082545 11.0930092 4.7601571 13.1289575 3.0660892 8.7062422 8.9853311 9.6928099 8.7950666 2.8726318 9.9696094 8.0604776 11.6741776 7.6113989 15.6210722 8.9049522 11.3317653 8.2972171 12.2634447 NA 5.3580586 12.9655201 12.0937346 8.1891386 6.8635854 7.8384154 9.9055031 9.7613740 11.5110668 9.5085303 8.7771149 8.9082548 9.8098575 -0.4492963 9.5056260 8.5034441 9.3499844 10.2589245 10.1019304 8.7710810 11.3870451 10.1672517 13.8815846 1.5507037 1.3580586 10.6767618 9.5716827 8.8337911 9.4673286 NA 4.2231290 3.7986312 14.1180350 8.5121526 10.3254899 13.5954811 8.5208088 10.0132050 10.0570103 2.5507037 7.5422248 11.7096280 10.9467723 10.1096018 11.2719259 10.3973684 8.7042547 8.7017192 11.0008830 2.1356662 2.1356662 6.2372042 8.7855201 2.7206287 0.5507037 8.4287538 12.9128521 10.0767129 10.5048991 8.8021851 4.7206287 10.2747902 7.8883244 9.7080498 12.6818363 5.7306128 10.7340280 6.2089152 4.8174902 10.8695280 8.2615092 11.4119835 10.7929837 11.2769209 9.5747273 12.3459307 9.2683792 10.1057712 9.2450606 12.2529837 0.5507037 8.2871047 10.9910529 4.8277581 7.7590346 9.9616841 11.3375849 9.8927775 9.7789202 11.9137424 10.9788012 5.1052925 10.2887950 8.3767267 7.0898614 7.5647234 NA 8.1800593 6.7306114 12.9012967 9.4210676 9.0545286 10.6358433 10.3772512 9.4680748 4.3835937 10.9260273 9.1033717 8.0325020 10.1520093 2.1356662 4.3320634 4.2786242 2.8726318 8.6696437 4.0101353 10.7665391 4.6592282 9.3354031 6.5346079 NA 1.5507037 10.9335969 10.6238402 11.1807423 10.7284337 11.6766005 9.4990699 8.1782366 6.4025772 11.3981516 11.2726564 9.6526785 10.1215072 0.1356662 -1.4492963 -1.4492963 9.8487653 9.5322700 9.3467424 6.3899058 12.8632312 13.4389704 11.0309881 6.6514177 10.8886034 NA NA NA NA 13.7601561 7.4485483 9.1468924 10.8089743 -1.4492963 7.7722902 9.1080037 10.6780523 7.5758425 9.9289977 10.1644923 9.9648595 8.7831236 8.8256632 11.5959505 10.9566419 9.7231304 11.8397130 7.5478824 10.2733353 6.3644831 10.5218870 5.2121958 8.5369430 10.0570103 -0.44760000 0.00277450 0.42805000 1.22230000 0.41245000 -0.00210560 -0.01111500 0.38105000 -0.01211200 -0.44760000 -0.44760000 -0.44760000 0.00277450 0.00277450 -0.44986000 -0.44986000 -0.44986000 -0.44986000 0.00152550 0.41613000 -0.90813000 -0.97373000 -0.00415460 -0.00415460 -0.00235530 -0.00926660 0.00083195 -0.01064600 0.39811000 0.32125000 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.381 0.381 0.000 0.000 0.321 0.321 -0.448 -0.448 0.000 0.000 0.401 0.370 0.000 0.000 -0.022 0.428 0.000 0.000 0.429 0.429 0.000 0.000 0.412 0.412 -0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.381 0.381 0.000 0.000 0.321 0.321 -0.448 -0.448 0.000 0.000 0.401 0.370 0.000 0.000 -0.022 0.428 0.000 0.000 0.429 0.429 0.000 0.000 0.412 0.412 -0.860 0.000 0.000 0.000 0.000 0.000 10.4455205 6.6275178 8.8069114 7.4457027 1.3580586 9.2777723 11.5861892 9.0539321 9.4917503 11.2333595 10.3520070 1.3580586 5.6059861 10.0845192 3.8361059 8.1129451 11.0121822 6.2089152 -0.4492963 7.3961929 3.6381665 -1.4492963 8.9159316 8.0039732 10.0030315 9.6100472 11.0265553 7.3772513 NA 3.3055912 0.1356662 9.7831236 7.8521986 9.5436411 0.1356662 5.9082557 9.418754 9.880499 8.573071 10.695680 8.124350 6.700449 10.412953 4.760157 10.100006 9.470311 6.427219 6.172756 9.566118 6.475515 13.232216 11.357454 9.778920 12.925674 13.463592 6.172756 8.560532 9.963802 7.843025 9.692810 5.120559 13.412953 8.297217 11.155488 3.305591 3.305591 10.250275 7.930081 12.551231 8.963273 13.881585 8.931164 8.072303 10.621495 10.441347 8.520809 16.090096 11.271926 10.676762 14.556875 11.319507 1.135666 10.738673 8.746690 9.298057 8.261509 7.611399 9.665746 12.744844 9.783723 11.271161 4.135666 5.605986 6.338604 10.684808 12.038417 5.605986 NA NA 9.331243 12.296482 10.446884 8.030483 10.954780 11.6080176 12.5771397 9.6100472 10.7243799 10.4394460 6.6381651 10.0101343 5.5507037 9.0172892 4.9082557 9.7174936 6.6434594 6.1281325 12.2811474 9.4961465 11.7143524 9.9197548 1.5507037 12.6539086 5.7846113 5.7891084 7.9343856 10.0654168 9.3451187 2.7986312 9.1440938 10.7531327 9.1506155 11.3684859 6.2718010 11.0627024 9.7004499 1.3580586 11.4808857 11.0767129 10.3804255 0.8726318 9.1846061 9.6188093 0.1356662 10.5559764 8.9440933 8.5730708 6.1356662 8.8021851 8.8201684 5.3188880 9.4040124 4.4086847 10.9910529 10.3720781 10.8366829 12.9012967 10.2837181 11.2621546 10.1520093 10.8171965 7.2649483 6.4272190 10.3143301 9.7789202 2.0101353 2.8726318 -1.4492963 8.8151453 10.5956126 8.7429955 1.7206287 7.7722902 8.0664025 10.2468009 TCGA-B0-5104 90 1 2752 NA kidney stage i t1 n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 7 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.242424e-07 6.66666666666667 30 8.33333333333333 36.6666666666667 18.3333333333333 8.9919311 9.4583283 10.6531903 6.5604521 10.7925278 8.1370695 -1.6144033 8.2586927 8.6095275 NA 2.6664839 4.5352754 8.8500715 9.7303764 8.3798791 10.9117804 12.1683192 7.7298219 9.6569888 11.2359060 12.1212933 13.8092726 10.2551196 11.6129913 7.7842697 6.4569884 8.2803435 11.6078678 5.3043906 NA 8.7495946 9.0039111 10.4408081 9.8372520 3.0293822 1.5554726 8.2294466 9.5327307 10.1973017 8.0737758 4.8117895 3.7430733 10.4956828 9.8853717 5.1928806 10.1172691 4.5753486 10.1320401 10.9970116 7.9343478 8.1570154 NA 10.9508658 9.8818802 11.2685508 8.2954186 NA 10.8361261 2.8696543 8.6835884 8.0737758 -1.6144033 10.2489376 9.5666780 8.3469755 9.2212367 NA 6.2435072 9.4966615 0.3854863 11.3867580 10.7630074 11.1303595 5.3855242 11.9355498 12.2069011 12.0812977 8.6593213 10.3527520 16.2294901 9.4623413 8.2403940 9.7996825 4.8773811 9.7783798 6.8572010 11.0057455 4.9401151 12.6487949 2.2335200 6.8585008 9.9285576 10.5384443 8.5225168 3.8117895 9.8382818 7.8953008 13.5042235 8.0685203 14.6812730 8.9468136 11.6870319 6.7119546 11.2664484 NA 2.5554481 13.3155238 11.8345454 8.3784639 2.4729816 9.5498041 9.9304902 7.6893062 11.2174267 9.1395782 8.0614830 9.1108920 8.5839707 NA 10.3375388 8.0980526 10.2837492 9.7578467 8.4258155 7.7649041 11.6761695 9.5441355 13.5158147 2.7778510 2.2924284 9.5585782 10.2136622 8.8753737 10.3577875 -0.6144033 6.1668861 3.8449580 13.3658438 8.8222372 10.9403543 12.8781926 9.8738679 7.7756946 9.4299199 2.2924284 7.1766888 10.7350834 11.3534724 10.4340126 12.6935703 10.7394996 9.0711505 8.9648416 10.9208011 3.9090914 0.3854863 5.2057053 7.6801464 2.1928885 NA 9.3051340 12.5440565 9.8444450 10.1198120 9.5710207 3.2924137 10.2879008 8.1520546 9.5796608 13.1079064 7.7927935 9.3331627 5.3043906 5.6447042 10.7837350 9.3125629 12.1306748 10.8449573 12.7766350 8.5541226 11.3170020 9.0455216 10.8349323 9.8977724 8.2278758 -1.6144033 7.5428725 10.9193421 10.3513208 9.5204205 10.0811890 11.4044213 8.6709278 10.5485463 11.4374144 11.4206685 4.9553826 10.4016375 8.0978810 3.1928885 6.3742101 1.9704856 7.8753734 7.3939541 12.3047615 10.3809396 9.8144093 10.2826148 10.8196327 9.7799883 8.4326496 10.8387578 9.0517497 6.9208006 10.4868449 2.0859685 4.4299172 6.4078932 -0.0294408 6.1134463 5.6709281 10.9518176 7.2497117 9.7108312 6.7265329 NA -1.6144033 11.2792064 9.9208011 11.4746451 11.3197694 11.4117033 8.3103383 9.2675496 7.0230202 11.3389947 11.4230727 10.6125399 12.1687286 -0.6144033 -0.0294408 -0.6144033 9.8658110 8.8408528 9.8556761 8.0755235 15.1828579 14.0853692 10.8065386 7.4834264 9.6772720 -0.0294408 -0.0294408 -0.6144033 NA 14.0008105 8.5250772 9.0057455 12.0001206 -0.0294408 8.6119381 8.9983388 11.4370746 6.8972779 10.2848826 9.4502685 9.2255167 9.1362327 8.7821304 11.8243176 11.2733175 9.8813808 10.7711185 7.7342537 9.0354196 6.9012253 9.9401146 4.2141093 7.5032207 9.6604862 -0.00046379 0.48234000 0.00763920 0.02679500 0.02651400 0.00000000 -0.00650500 0.00958830 -0.00304750 0.01293400 -0.00046379 -0.00046379 -0.01257600 0.48234000 -0.26324000 -0.51228000 -0.52757000 -0.00062046 -0.00110870 0.03976100 -0.00097017 -0.00152430 0.00000000 0.00000000 -0.00650500 0.00291330 0.00527490 0.00124810 -0.00287130 0.00805670 -0.02344200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9333842 6.9246843 9.5728777 6.2774306 1.1928885 8.4703343 9.7419777 9.3842219 9.2152486 11.5345583 10.3918518 1.5554726 5.9477690 9.4265002 5.1668841 9.0275773 11.1683192 5.3043906 0.7074364 7.1100395 5.3855242 1.1928885 8.8459817 7.0650057 10.5507091 10.9117804 10.9294130 8.5135200 1.8449480 -0.6144033 0.3854863 10.0203368 8.1603127 9.6149454 NA 6.3628065 10.5447664 10.5218761 8.1619587 10.9754109 8.6824420 5.6143447 10.7775747 4.8117895 10.0689591 9.3932538 5.7164422 6.4569884 10.6046942 6.7253758 13.4556886 10.3592231 10.2879008 14.0828463 12.0441835 8.2341487 8.4610050 9.8175456 7.3043887 9.6812946 4.8773811 13.1328796 8.3742105 9.7359124 5.1668841 2.9090818 9.7762322 9.3043890 13.3275820 10.4626753 13.5158147 9.3925529 8.4367349 8.0275776 12.6855922 9.8738679 15.1062376 12.6935703 11.5180254 12.5513749 10.2905366 NA 11.1091867 10.8813808 10.5038180 9.3125629 8.1520546 10.0365774 13.3701222 10.4254728 11.6798593 2.2924284 6.0075768 3.9090914 11.6099797 13.2452546 7.2497117 -0.6144033 NA 12.0931005 12.5945221 11.7168332 7.5604513 11.1983047 11.5188285 13.2023594 10.9117804 11.2359060 10.2551196 6.1668861 12.2989762 6.4244451 8.9872964 5.2435053 10.4726570 5.1928806 7.6334530 12.6337809 8.6961385 11.4843803 11.2106833 1.5554726 14.0504174 6.2205022 6.3570699 10.2161915 10.4340126 9.4782828 4.2184170 9.2597386 11.0269001 9.1693425 10.5012197 4.6709253 10.8403391 10.2811010 1.9704856 11.3486024 10.3221636 10.3280403 0.7074364 11.6542139 9.9154443 -0.6144033 10.1121696 8.7006752 9.4907795 7.9910053 9.5710207 9.3773806 4.4078965 9.0693977 5.1134463 10.9193421 10.7564855 11.3440784 12.3047615 10.7621938 11.3451655 10.4868449 10.7295442 7.1734283 5.5554511 9.7911990 9.3932538 0.9704856 5.0437382 -0.6144033 10.7245406 11.8009519 9.9539569 4.0579527 8.6119381 7.8793811 10.2516455 TCGA-B0-5106 64 1 1598 NA kidney stage i t1a n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 1 6 2 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6786162 9.8261423 7.2907617 9.8698637 9.1845962 NA 7.7793326 9.5675401 0.3443740 2.5501619 5.8254702 5.8361968 10.4489416 8.5407403 10.9749134 12.0508389 6.3740901 9.4650127 10.9776348 12.2855128 13.5048331 10.6181385 11.3975900 8.7018949 8.1473978 6.9192519 13.5395100 6.1940082 -1.2405885 9.0790524 9.5192685 10.3391677 10.0936537 4.7135749 1.9292987 8.8796182 9.5954307 11.4377604 9.8421948 4.8037747 11.3948718 10.0942123 10.3106080 6.5985841 10.9881990 5.3139677 11.0282147 10.7258858 8.8010396 9.7838276 3.0813055 12.1531730 10.3588283 10.2617150 8.0096786 7.1114237 9.9003251 2.6439716 8.7212787 8.4906993 0.7594115 10.3750100 9.6404944 8.8770233 9.5403712 1.0813396 7.0902977 8.6204673 3.7593796 11.4725520 11.1045083 10.2740945 6.2750797 10.7607463 12.6417368 10.6767524 8.8361959 10.1141808 15.2018866 9.5333438 8.5667353 10.4331311 5.5008467 9.7886676 7.6297449 10.6235665 6.8886629 12.6656133 3.3261922 9.7402125 8.3311328 11.1851208 9.0528519 -1.2405885 9.8207516 8.8613562 11.3441080 7.3667104 14.7603306 11.0972810 10.7650470 7.4770572 10.7373757 NA 6.0073076 12.9264064 11.0252884 8.4441291 4.5142675 8.3869144 9.4546086 7.7106653 11.0232364 8.7706077 9.2320712 9.2849011 9.3583633 NA 9.5731615 8.8963715 9.1887871 10.7157566 9.3320806 8.6856763 11.6797034 10.0360864 11.7341534 2.2188122 1.3443172 10.0953290 8.8254696 8.6126898 10.0325932 -0.2405885 7.7872862 3.2188122 14.0360501 7.2790162 11.1355058 11.4652287 8.6737656 8.0238231 10.2002496 5.5275646 6.6481231 10.6703978 10.8308428 9.4761998 11.4408626 10.8000126 8.5635113 8.3996253 11.3525380 4.3740935 2.5667421 3.6173573 8.6297449 2.9292987 1.0813396 9.9211422 13.0079010 9.9839850 10.6087855 9.7544408 3.6662680 10.4736259 8.4050389 10.3135471 6.7018956 6.7593809 9.9657843 6.2431968 7.1387592 9.6220178 8.7706077 11.0522771 11.0967235 12.0863716 9.0386658 11.4401794 8.9318080 9.7962408 9.9274257 8.2572322 2.4598250 8.5176036 10.9386675 6.7597750 6.8279968 9.6389637 11.2384027 8.4821880 9.6343617 11.1940086 11.0815902 5.9590537 9.7229989 8.3036493 5.1344181 9.0155890 0.7594115 8.8160182 7.1940082 12.7251646 10.2147076 8.7092072 11.0267523 9.9761262 9.0296757 6.3216233 10.7007948 8.8160182 7.4388609 10.7302053 3.0813055 4.2512343 6.0813077 2.0813055 7.9857924 4.7817479 10.2681656 5.6901181 10.7535394 6.8424874 -0.2405885 1.5667178 11.0252884 10.4180381 11.6429783 11.2077548 12.1103196 7.5008475 9.0699932 6.5112593 12.4503605 10.9839851 9.9959925 11.3060337 NA 0.3443740 0.7594115 10.1570550 8.9355534 9.9651736 5.2985374 13.0095307 13.3294733 11.1623924 7.5680549 10.2401706 1.5667178 1.3443172 -1.2405885 NA 15.5079270 7.9417748 9.9736995 11.8616842 NA 8.9392895 8.9465592 10.7879771 8.2002493 10.9361769 9.2691554 9.5699520 9.0902972 9.1559852 11.0084938 9.9330575 9.5084118 11.0182408 7.8441885 10.1333330 10.0302596 11.4684642 5.2247002 8.7680751 10.1025661 0.00044809 0.00000000 -0.00517590 0.47334000 -0.01262900 -0.00821000 -0.01125100 0.00133340 0.03664600 -0.01050300 0.00508240 0.00044809 0.00000000 0.00397090 -0.00517590 -0.00517590 -0.00517590 -0.00517590 0.00272110 0.90807000 0.00086446 -0.02977100 -0.00157760 -0.00157760 -0.01125100 -0.00296240 0.00272110 -0.51216000 0.45115000 0.00230470 0.04976900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2572322 7.3139696 10.4511239 8.0669685 0.7594115 9.0562966 10.5879136 10.2118533 10.4295940 11.2586009 9.9584392 2.3443456 5.7928033 9.6938084 5.4032370 7.8989315 10.4264919 6.2431968 1.3443172 7.4388609 5.9293058 1.7593689 8.8308428 8.0947708 10.9921910 10.9749134 10.8684046 7.5602801 0.3443740 NA 0.3443740 9.7040925 8.5489140 8.9242873 NA 7.4032362 10.5847367 10.3311330 7.8886635 11.2753266 8.1623923 6.0722623 10.5751639 2.2188122 9.8763741 9.6557128 6.8037747 7.4563478 9.9797587 6.9392889 12.6858617 10.3896475 10.1152820 13.2529231 13.3551623 7.3518377 9.8963715 9.9103969 7.5763642 9.4247164 5.7706071 13.5641164 10.0126370 8.9627283 4.2512343 1.9292987 9.8341909 8.9821753 13.4030675 10.2873460 11.7341534 9.3759291 7.1814455 11.0545754 10.3823473 8.6737656 15.4908983 11.4408626 11.5033732 13.7014825 10.8682315 1.5667178 11.1070018 10.0214751 10.7636008 8.7706077 7.9116652 9.7452224 12.5046345 11.1194044 11.1895716 5.3139677 4.9492034 3.0073032 10.6036938 12.6753531 6.7309238 0.3443740 -0.2405885 8.8822083 12.5799582 11.2248192 7.1645218 10.6625091 11.0682882 12.6126899 10.9749134 10.9776348 10.6181385 7.0493988 11.2888109 5.7480640 9.2064635 5.9590537 10.5012687 6.5985841 7.8731223 12.9329225 8.7593802 11.6285886 9.9989789 3.6173573 13.2651299 7.1248719 6.9688338 8.6620873 9.5970084 10.5570419 4.2188122 8.7996702 9.8421948 7.9417748 11.3494995 7.0947702 11.7707824 10.7688591 3.8886653 12.0827167 10.4375403 9.9845878 2.0813055 11.0459381 10.0908571 3.1516965 10.3182793 4.1856446 8.6420235 7.0540008 9.7544408 9.5278625 6.4940907 9.0214753 4.2829438 10.9386675 11.0841235 10.7681591 12.7251646 10.2834323 10.4987390 10.7302053 10.6146382 7.6142490 7.4974727 9.9399112 9.8030912 2.6662794 0.7594115 5.2829438 10.4650128 11.6552320 9.0378297 2.5667421 8.9392895 8.0902972 11.1259758 TCGA-B0-5107 65 1 927 NA kidney stage iv t2 n0 m1 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 4 4 1 4 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 4.0798730 5.7858748 5.5365161 7.2137371 8.6681301 10.4885151 12.2475170 5.3935569 9.6866462 10.6785746 12.9065451 14.1867573 10.7293203 10.8396072 9.2019857 6.0753829 6.2432235 13.6435665 7.1792831 NA 4.4524505 10.7990539 10.8025950 10.3736974 2.7154761 1.1305356 8.5211222 10.1798274 11.5001207 6.7274590 8.0777221 6.8529889 9.3134143 11.8972179 5.4379534 10.9573896 NA 10.8519644 10.3059482 9.3545251 9.3074445 3.5090370 12.0568194 11.2924110 10.2695630 7.3897957 0.4501687 10.2891128 1.7307921 10.0154631 8.0277639 1.3935809 10.4370408 10.1841777 9.7598800 10.2443176 2.2680151 6.9785206 10.2816415 0.3935260 11.0606693 10.8128157 1.3935809 1.6159341 8.7627335 11.1014920 12.5256290 10.3133497 8.6942917 16.8075272 9.4819044 7.9404522 8.7094619 4.2348615 9.4324768 7.2348596 10.7132299 3.3321637 13.5544796 2.5815441 8.3127986 10.9545274 6.7511102 8.8652331 2.5090370 10.3004483 9.0493865 14.0021591 7.8420184 15.2279949 4.6159518 9.9181256 7.4196198 11.6223765 NA 7.0706899 14.2887859 11.9632552 8.3727449 3.2009123 7.2094748 6.1032165 10.2322365 11.9800848 8.5159545 7.2094748 6.7801395 8.0847196 0.3935260 9.3670161 8.1792826 10.0223071 11.3181229 8.1055115 8.5981288 11.6183172 10.0265529 12.8095635 0.3935260 1.6159341 10.6739419 9.0025270 9.8927392 9.7937257 NA 0.3935260 2.9785251 15.1931261 4.2348615 10.8057747 9.4685913 6.9835215 10.3617446 10.6379216 4.4810212 7.9430217 8.8706415 10.5932301 11.8356373 11.2015244 9.6143392 8.3477542 7.2264478 10.9427007 1.9785251 2.5090370 -0.1913266 9.1078032 4.8529876 NA 9.7801388 13.6938627 10.1462172 11.3156465 7.9735022 5.0706899 9.6950539 8.2285556 9.9015770 5.6665777 2.3935535 9.1009170 6.1749177 5.0610720 9.2158630 7.0277634 11.4173121 11.2577439 9.5883146 9.4850373 12.6148428 9.0624429 9.9138491 8.4774802 8.6650207 -0.1913266 6.6665762 10.9000307 3.3729799 8.7339569 10.3158944 10.3453282 8.0823907 9.9190786 12.4643496 11.2520569 2.6159577 9.9236389 9.6971026 5.5500634 9.1495581 1.6159341 7.8254034 5.0753829 13.4825116 10.8068331 9.6904740 9.9513405 10.8163234 8.0986143 2.6159577 11.2011354 9.8351188 8.2944245 9.7079521 -1.1913266 4.3321565 1.9785251 1.8085910 8.4233050 2.8085910 9.8071857 2.9785251 7.7003787 7.9360996 0.8085910 -0.1913266 11.8140444 11.1420302 12.4523388 11.2427022 12.0022746 7.6414853 8.5311467 7.2127580 8.3163897 10.5601393 9.7865906 11.5860561 4.8085961 -0.1913266 NA 10.0198752 9.5279840 8.3419248 5.3631851 11.8101794 9.0928409 5.5634815 6.5136739 10.9010221 -1.1913266 0.3935260 2.9785251 NA 13.4632313 5.8085961 7.9327167 10.5780199 0.8085910 8.5055627 8.7688291 10.1271381 8.0683387 10.4237651 10.4614403 8.9391657 9.7678728 9.1771018 11.7184884 11.0980379 8.8212198 10.8485424 8.1595343 8.8281860 2.8960587 9.7951484 3.7748398 9.3151410 10.9943999 0.00000000 -0.01147300 0.00499690 0.00235810 -0.00595220 0.00680440 -0.00761010 -0.00401620 -0.07244900 0.00000000 0.00000000 0.00000000 -0.01147300 -0.00166290 -0.57851000 -0.57851000 0.00499690 0.00499690 0.00083195 -0.58078000 -0.00138580 0.00680440 -0.57328000 -1.04130000 -0.00651690 0.00277450 -0.00055444 -0.57534000 0.01096400 -0.03217800 -0.07244900 0.000 0.000 0.000 0.000 0.517 0.517 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.517 0.517 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 11.162018 7.596498 8.263923 6.233349 -1.191327 10.546265 7.615950 9.526948 8.093997 12.215283 9.752575 NA 6.437952 10.339002 3.978516 4.268030 10.632759 6.174918 0.393526 8.139512 6.963413 3.715487 9.439772 3.200912 11.819892 10.488515 11.023002 7.777262 1.615934 NA 1.978525 10.477923 6.324296 9.452452 NA 8.039817 8.6789599 9.9131940 9.1428685 9.5124989 7.5466877 5.0374130 9.7873058 5.0180466 10.6900917 10.1123760 8.2762007 5.3784492 9.6327584 4.9171214 12.4192741 11.3284772 9.2649497 12.7972800 13.1655974 6.2348596 8.9709865 9.6595634 8.6973384 9.8854109 6.9171202 13.1097342 4.6159518 10.3893249 2.7154761 -1.1913266 9.3409512 7.7598802 12.3114271 10.0553359 12.8095635 9.5228408 7.0847202 10.1310868 11.3061976 6.9835215 13.8592092 11.2015244 11.8523061 13.6639504 10.6127262 2.9785251 11.5105515 6.0180488 10.0730379 7.0277634 7.9785200 10.7322941 11.7322942 10.4320195 11.2377404 -0.1913266 8.4269809 2.9785251 11.4627837 12.6194681 9.0094939 -0.1913266 -0.1913266 10.1949968 12.7940815 11.1492382 6.7393324 10.0446094 11.0070403 12.1593964 10.4885151 10.6785746 10.7293203 7.8475140 12.2691791 5.5899552 9.3134143 5.1123749 9.3390015 5.4379534 3.3321637 11.0788526 10.0499826 11.2949275 9.0870448 3.5634876 13.3876755 8.3939709 7.3860237 8.2963950 10.0701026 8.2137366 -0.1913266 8.1705390 9.1055115 6.7154857 11.6351437 5.1836334 11.3341161 7.8254034 -0.1913266 10.5360903 11.5716001 10.3793997 -0.1913266 11.6941010 9.3213358 4.6414824 9.6805005 2.6159577 7.4950955 9.9378783 7.9735022 9.8528322 4.6665748 8.7930138 1.3935809 10.9000307 10.3897300 10.7422859 13.4825116 10.3588611 10.1490017 9.7079521 11.7107819 7.0422153 6.0180488 10.4977196 11.1197760 -0.1913266 0.3935260 1.8085910 10.3511435 12.8012540 7.5932298 2.2680151 8.5055627 8.3784509 9.6751016 TCGA-B0-5108 54 0 NA 1782 kidney stage iii t3a n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.7019757 10.5375134 11.4138025 9.6479106 8.9609038 7.4028484 14.4252159 6.6357123 NA 9.1537919 9.3875728 10.0827183 9.6452090 4.7557902 1.7557849 8.5106771 9.6600059 12.0093744 10.0706873 6.1931942 9.5009970 10.2657844 10.5907872 3.7953202 11.4791660 8.3688626 10.0452961 11.4989409 8.7215736 7.5631444 4.3672243 11.9599530 10.3819041 10.3424207 7.9257146 -1.4142683 10.5198723 1.1708224 8.4203354 7.9910059 NA 9.8520653 10.0646341 8.9301604 9.4627575 NA 6.8619889 9.4179632 5.6733275 11.3998460 9.5091919 9.9340393 5.2152204 11.1269901 13.1051321 11.0747088 8.5473141 10.6387721 15.6054552 9.2609393 8.4897464 9.2306221 5.0936574 9.8538215 7.2758628 11.9489041 9.5349615 12.6074518 2.9363647 9.1506904 7.3899952 11.2828320 8.9246008 -0.4140760 9.4935062 8.9111699 11.3887847 7.5660038 14.9498440 10.3598278 10.3940886 9.0867063 11.3996457 NA 5.6943899 11.8309715 10.4623814 7.8337920 6.5631444 9.3996456 7.6546425 8.5487607 10.5844549 9.0173621 8.9824691 9.1651804 9.2197680 0.1708224 9.5047276 8.7793897 9.4987539 10.1279290 9.5465905 7.2476427 11.9572763 9.6485852 11.7550066 2.5858759 2.7557849 9.8007907 9.3009684 8.6573267 10.2837008 NA 5.4685084 3.6302540 13.7248562 7.5017441 10.8185852 10.6026728 9.3432546 8.5195553 9.2188596 5.2723666 6.3340569 10.5024904 10.9226500 9.6472357 11.7290882 10.6329884 8.5788029 10.2962405 10.7422636 6.9167812 3.9434150 5.1404515 8.2005745 5.4685084 0.9078136 9.5121605 12.9728720 8.2845692 9.0867063 10.0696803 2.9271379 10.2292697 7.9368034 9.8471778 7.0493890 7.2152214 8.9576410 7.7151473 6.8839275 9.1764514 8.9835392 11.3103783 11.0386205 12.3507360 8.8250574 11.2782620 9.2115732 9.5429665 9.8491337 6.7657734 -1.4142683 8.4360515 11.1867066 7.4309467 7.0989206 9.9792550 11.5442359 8.4562291 10.3052533 11.8453135 11.0241365 5.8712670 9.8432523 8.3764575 5.6411472 7.7432113 -1.4142683 9.5480376 7.7607905 12.8654751 10.3035409 8.2741149 11.0889448 9.3018265 9.6068443 4.2582928 10.7581294 9.0089804 7.7457355 10.3903989 2.8338009 4.5631459 7.1708274 4.1094274 6.9390114 3.7953202 10.4527570 6.0121284 11.6024395 7.1176358 NA 2.0453032 11.0699321 10.4711795 11.2780441 11.1461973 11.2988213 8.0797200 9.0046236 5.8973857 12.3633253 11.2021836 9.9957857 10.8692423 NA NA NA 10.2106599 9.2143099 9.7620376 5.1404515 14.5674986 13.5903044 11.0939068 7.6896241 10.4650647 -1.4142683 0.1708224 NA NA 14.7540077 8.4171715 10.0807200 12.1116299 -1.4142683 9.1509665 8.9282836 10.5404243 6.9212554 10.8555756 9.4132071 9.2170416 8.9156607 9.1689473 11.2149934 10.3031124 10.0802201 11.0524508 8.4422900 9.8236720 9.2723650 11.8852156 5.2543257 7.6288647 9.5254437 0.00083195 -0.00415460 0.01195800 0.35692000 -0.00443120 0.35692000 -0.00290910 0.00694350 -0.01684100 0.00083195 0.00083195 0.00083195 -0.00415460 0.00025827 -0.37685000 -0.37685000 -0.37685000 -0.36986000 0.00097064 -0.00152430 -0.37570000 -0.38437000 0.00416320 0.00416320 -0.00290910 0.00054223 -0.00302050 -0.00013862 0.00041593 0.00323760 -0.01684100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.000 0.000 0.000 0.000 0.357 -0.374 -0.374 0.000 0.000 -0.382 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.000 0.000 0.000 0.000 0.357 -0.374 -0.374 0.000 0.000 -0.382 0.357 0.000 0.000 0.000 0.000 10.2422893 6.8050331 10.4329218 6.5615980 -1.4142683 8.5371493 12.0114738 10.4352734 9.8544065 11.2640751 10.1399736 2.5858759 6.2369154 9.2270130 4.0452944 7.9345926 10.2440760 7.7151473 0.5858279 6.2079163 4.5166014 0.5858279 8.9813986 7.4715606 10.8575755 11.0445274 10.8404739 9.0886963 0.1708224 NA 0.5858279 9.5364203 7.6626798 8.7769238 -1.4142683 7.3770274 11.445011 10.553451 7.923486 11.395633 8.590085 6.689152 10.598489 4.140451 10.271927 9.425856 6.207916 6.824269 10.231073 7.542967 13.190939 10.486731 10.389592 13.620792 13.101687 7.602506 9.585864 10.597441 10.024656 9.577386 6.437614 13.312402 9.530576 8.746996 7.440733 1.585876 10.868374 8.655985 13.933209 10.052451 11.755007 9.289768 7.446952 11.429982 11.971457 9.343255 15.926897 11.729088 11.984608 13.573617 10.948904 1.585876 11.013701 10.067664 11.566718 8.983539 7.967407 9.999492 12.970176 11.737198 11.683895 5.170826 5.745735 4.978182 10.672332 12.734500 7.109661 NA -1.414268 11.911310 12.806470 11.568997 7.638432 10.880198 11.610485 12.792345 11.044527 10.823672 10.537513 8.150014 11.905819 6.683897 8.885072 5.630260 10.388785 3.795320 8.727971 13.281566 8.699606 11.670175 10.573484 1.170822 11.912996 5.987939 6.551648 7.755539 9.681921 10.345337 3.045303 9.123083 10.324379 8.687840 10.988344 7.471561 12.389289 11.438394 2.492750 11.998434 10.602325 10.555611 2.492750 10.629575 10.117733 3.755785 10.473466 7.733070 9.187635 7.528379 10.069680 9.663942 7.654642 8.180189 4.468505 11.186707 10.789518 10.748571 12.865475 10.195967 10.694389 10.390399 10.855576 7.785537 7.185777 9.637073 9.926271 2.393224 2.045303 NA 11.630600 11.000740 9.709986 2.585876 9.150967 8.037076 10.375398 TCGA-B0-5109 69 1 587 NA kidney stage iii t3b n1 m0 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 3 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.3227319 4.4313823 11.2748225 5.8166714 9.4730971 10.5049226 9.2544244 7.7533104 2.4016305 10.1615229 10.5484156 10.4053869 7.1066907 0.8166407 10.2417413 1.1386179 8.4423812 7.7325514 3.4605329 10.3289189 10.2481699 9.6264404 10.1050597 3.2089854 5.5980317 9.5715598 4.5171119 10.9153624 8.4979109 7.5815441 7.5031730 10.1026004 11.5205759 10.8021585 10.4179789 9.8445784 15.2547981 9.4846709 7.5309182 9.9160201 4.7474089 9.1520627 7.4202988 10.0793544 8.6272439 12.0747966 2.5248661 8.6814774 9.7744998 9.1753235 9.2852963 1.9865930 9.6931893 9.4350578 11.7084560 7.6143337 14.1921038 6.9765435 9.9281928 10.5761444 11.3801069 NA 8.7664991 11.8804044 9.2239402 8.5765603 2.6240307 9.5309178 8.6668592 10.0194084 10.6037586 7.8854505 8.0236867 8.2658208 9.1397271 2.9041372 10.6750419 8.4855572 10.5556089 10.3903195 10.6312547 8.3402342 12.2472856 9.3135261 12.9123990 4.3085283 2.8166816 11.2941776 9.6550885 8.7370252 10.0267348 4.2089932 -0.1832774 4.2761021 14.9330366 6.3789139 10.8201902 7.0974433 8.2196845 9.6471875 9.7831777 4.5980317 7.1698188 8.4890977 10.7773983 8.6730977 11.5591649 10.5044853 9.5377715 8.2154160 10.9894123 5.6870383 4.1742226 4.3085283 8.7084559 10.4855572 NA 9.9562237 12.1496878 9.0322053 7.5343488 9.3827263 1.1951586 9.5145087 9.2523426 11.1367084 6.0834581 9.3204980 10.2878394 8.6916535 5.9041348 9.3519476 8.5188451 10.2297713 11.9467602 12.3913841 9.4744194 11.9445055 9.5066702 8.4072593 9.9310653 9.4996669 6.2429378 7.6336557 11.0925058 7.0488530 7.5809467 9.8251009 10.7885750 8.7737742 10.1747740 11.9839336 10.8039363 4.7939531 10.6507482 8.1946638 3.5715555 8.2303001 0.8166407 10.1581911 7.0740601 12.7307771 10.4609792 9.3874767 11.0364458 10.5001056 9.1487089 4.2761021 10.6271756 9.4202986 9.1020744 10.1802595 -0.1832774 3.9459541 6.7650401 2.6240307 3.4016305 3.6746527 9.7023687 7.6208034 11.1738751 8.1598360 4.2429378 NA 12.0626706 10.6804714 11.7130047 11.3898461 10.9401471 7.9485290 7.8468982 6.0715117 10.0775918 10.4614299 9.3323721 10.4114634 2.2761095 -1.1834413 NA 10.1198823 10.0787671 8.6320555 1.8166816 13.5353657 12.9646721 10.2281833 8.5763940 10.7031310 NA NA 2.7235586 -0.1832774 13.3387020 7.6495623 9.2100627 12.1831311 NA 8.8569620 9.4201318 10.6613781 6.1204536 9.5939276 9.6527226 8.7474096 9.3412139 8.9420857 11.1876321 10.1692675 8.9740193 10.5968019 8.2761039 9.7069366 6.3244668 10.4780050 3.6746527 7.3762027 11.0592510 0.337550 -0.066788 0.189650 0.352180 0.347460 0.380390 0.120490 0.763700 0.114480 -0.082801 -0.495380 0.342260 0.245750 -0.090602 -0.071472 -0.071472 -0.066386 -0.054960 -0.055095 0.370840 -0.075878 -0.073610 -0.054825 -0.504940 0.120490 -0.070670 -0.062361 -0.070402 -0.069332 -0.104870 0.114480 0.120 0.120 0.000 0.000 0.347 0.347 0.000 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.742 0.742 0.338 0.338 0.144 0.144 0.000 0.000 0.246 0.246 0.000 0.190 0.000 0.000 0.371 0.371 0.000 0.000 0.291 0.291 0.378 0.378 0.000 0.000 0.114 0.114 0.120 0.120 0.000 0.000 0.347 0.347 0.000 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.742 0.742 0.338 0.338 0.144 0.144 0.000 0.000 0.246 0.246 0.000 0.190 0.000 0.000 0.371 0.371 0.000 0.000 0.291 0.291 0.378 0.378 0.000 0.000 0.114 0.114 9.6660773 6.3712609 8.6336561 6.8801210 2.9680354 9.2954420 8.9160201 10.3510627 8.3616368 11.1028459 10.7088356 -0.1832774 6.6621628 10.3490282 3.0646070 7.8800671 10.3214913 8.6916535 -1.1834413 6.7996663 4.6240248 1.4016305 9.5615062 5.7708687 9.9928455 10.7276897 12.3109629 8.8376522 2.2761095 -1.1834413 0.4016305 9.3519476 7.0645994 8.7810131 NA 7.7562514 10.822998 10.473544 9.237685 10.121594 9.584029 6.630454 11.311028 6.729562 10.821595 9.252343 6.723563 8.410997 9.865840 7.156522 13.193544 11.496372 9.676207 13.404977 12.850063 8.435058 9.642426 10.401165 8.180807 11.332865 7.564865 14.447110 7.276104 8.138600 9.168716 9.519711 10.377005 8.330400 13.607275 9.886793 12.912399 8.900152 8.380822 12.625234 10.493070 8.219685 15.056476 11.559165 11.461430 15.008271 10.581129 3.340235 10.083459 9.637649 11.331633 8.518845 7.680858 10.820893 12.652229 11.033115 12.505250 7.680858 8.047893 8.480230 11.032509 12.291139 8.934315 1.138618 NA 11.360912 13.501914 11.857673 7.747410 10.317514 10.8948231 11.5294142 10.7276897 10.0101977 10.3827264 7.7355357 12.3712612 6.5715600 8.8867934 6.4091295 9.9884745 4.4313823 8.1089938 12.3938591 9.2984718 11.2528633 10.1747740 1.1386179 13.6301028 7.7323126 8.2964524 7.5216483 10.7175391 9.1775195 4.5980317 8.1204530 10.0101977 8.0212432 11.7446354 5.5031738 12.4030430 10.1906250 0.8166407 9.6062059 9.4442061 10.1851787 NA 10.0805283 9.2111349 5.7474089 9.9433768 7.2387372 8.7429682 5.5848573 9.3827263 9.2048941 10.3645308 9.1753235 5.7474089 11.0925058 10.5648651 10.4780050 12.7307771 10.5062336 10.4987891 10.1802595 11.1957799 7.8334809 6.6931886 9.3343417 10.6232219 3.2089854 1.4016305 2.4016305 10.3969308 10.3036933 8.9067848 4.5980317 8.8569620 6.7591865 9.4414677 TCGA-B0-5110 71 0 NA 2009 kidney stage i t1a n0 m0 female 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491246e-06 5.20202e-07 10.1694915254237 25.4237288135593 15.2542372881356 42.3728813559322 6.77966101694915 9.1036275 9.6733094 8.9491427 7.3336232 10.4865356 7.8415631 NA 6.7594568 9.7215215 NA 0.4875892 4.7151850 7.8322248 10.9097344 7.9229905 11.0749661 11.9196879 8.4557028 9.1113684 11.4313650 11.9156871 13.2818850 10.2352094 11.8463542 8.6529012 7.5961055 7.9141668 10.5473625 5.6529023 NA 9.8068259 9.2993012 10.2715027 9.6824321 3.6528995 1.8873693 8.4511349 9.4946968 10.8797385 9.2146946 5.0248693 3.7748925 10.4476994 10.0968199 5.7748925 10.2536888 4.3203258 10.3561942 11.0737285 8.1123332 8.2449184 2.9577475 11.2323282 10.0248701 10.8927105 8.1161854 -0.4345978 10.7135877 2.0713165 9.0702576 7.7403643 0.1504297 9.8210572 9.7259402 8.5470059 9.0733123 0.1504297 5.6315263 8.7202566 0.8873693 11.5993776 10.4050360 9.6614947 6.9790662 10.9235237 15.1595735 10.9243643 8.4046422 10.6125624 15.6079422 9.1597631 8.7552632 10.2925080 5.0572900 9.8198767 7.2200745 9.9695156 7.8181041 12.3939717 2.0248870 7.7908144 10.0677730 11.3009945 8.9108439 5.0411729 9.4663053 8.4109287 11.9719092 7.8714999 14.9655794 10.7924527 10.1787583 8.1371910 10.8971952 NA 2.6528995 12.4423391 11.9964137 7.9383034 2.4723318 7.7303451 9.8554573 6.6687262 11.8366097 10.1819873 9.2615367 9.5484320 9.1075030 -1.4344028 10.3443370 8.7202566 9.7478328 10.0692642 9.2092947 8.2449184 11.6435910 9.4288505 12.1589463 2.4723318 2.1503972 9.6077819 9.4976533 8.2916565 10.2663116 NA 5.0572900 4.1503972 13.6492917 8.7328566 10.7978594 12.2761373 9.9421066 7.5050176 9.0612934 3.8508394 6.5254409 10.6070976 11.2615366 9.9064012 11.8533009 10.9593652 8.7990582 8.2038746 10.6152871 6.9185854 2.8873693 4.7151850 7.3598541 1.7353489 NA 9.2788251 12.8018265 9.3935749 9.7954588 10.0786725 2.2658869 10.9257369 7.8014529 9.6220694 12.3418715 7.4753314 9.2484331 8.5878064 6.2589259 10.0212794 9.5261645 11.4292376 10.4496090 14.0812307 8.3967456 11.0264063 9.1792279 10.7356765 9.4798237 10.2942094 NA 8.6647865 11.1562594 11.4685107 8.5503697 9.9663180 11.5432550 8.3760103 10.3999096 11.1473452 10.9507617 6.3203258 9.6555509 8.2175308 5.3856174 6.8038431 NA 9.1893200 8.0532786 12.8183256 9.0279408 8.5167232 10.7933552 9.9927513 9.5268883 8.5138057 10.3776158 8.9130599 7.5455777 10.5773645 2.2658869 3.8873693 8.8403990 2.5654266 7.4932166 4.5427162 10.9317607 6.9185854 10.4509938 5.7915614 -1.4344028 0.1504297 10.6180065 10.2946343 11.5081362 11.2020631 11.0890005 8.5640290 9.5275609 6.3510541 12.3825221 11.6050430 9.9333991 11.9601691 NA -0.4345978 0.8873693 10.2680441 8.7626551 9.8851106 3.8133708 14.3796955 14.5714577 11.7697039 7.3252605 9.9932751 -1.4344028 -1.4344028 -1.4344028 NA 14.0930071 8.9251880 9.6016120 12.2159293 NA 8.8322251 8.9670115 11.0877748 7.4753314 9.9229905 8.9673845 9.4054295 7.9684502 9.0431968 11.3800209 10.9795952 9.6091494 10.9133367 7.9896045 9.8027740 8.5181799 11.0381293 5.5957752 8.1021132 9.1984337 0.00194180 -0.00110870 0.00000000 0.48992000 -0.00207840 -0.00166290 -0.00567380 0.00666530 -0.00401620 0.00221930 0.00221930 0.00194180 -0.00110870 -0.00110870 -0.50474000 -0.50474000 -0.50474000 0.00638710 -0.00185220 0.00352380 -0.00055444 -0.00166290 0.00676690 0.00676690 -0.00567380 0.00110930 -0.00816240 -0.49892000 0.00903120 0.00777830 -0.00401620 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8657911 6.8038431 10.6578653 6.3788983 -1.4344028 8.5808536 6.4358036 10.2624625 9.7515528 11.1552090 10.3683587 1.5654509 6.0572921 8.9019451 4.5427162 8.1727690 11.2029690 8.5878064 0.8873693 6.4843025 5.5541222 1.1504297 8.8657911 6.9705799 10.6734891 11.0749661 10.4360614 7.7700097 1.1504297 NA 0.1504297 9.6227534 8.6152872 9.0310050 NA 5.7049909 11.038129 10.627822 7.490251 9.774283 8.892991 4.813366 11.287392 4.905288 9.728459 9.473080 6.209295 6.668726 10.327405 7.388806 13.389701 10.005269 10.469697 14.018548 13.065845 8.283115 9.551992 9.652901 7.289952 9.602986 5.320326 13.213403 8.915273 9.719624 5.694721 4.057294 9.896915 9.708822 13.802275 10.240513 12.158946 9.607782 8.102657 7.429624 10.955339 9.942107 15.878685 11.853301 11.906957 13.663800 11.322620 1.372785 10.487279 11.131017 10.440804 9.526164 8.185658 9.971644 12.914789 10.470449 11.565615 3.565439 4.813366 6.057292 11.070754 12.835807 7.516724 -1.434403 NA 11.278825 12.578238 11.690351 8.198434 11.381822 11.369973 13.325223 11.074966 11.431365 10.235209 6.730345 9.938847 6.286537 8.771232 6.626134 10.588846 5.774892 8.071250 13.400726 9.076203 11.925462 11.064786 3.472332 14.408599 5.068787 6.024869 9.903718 9.960437 10.490993 3.813371 9.300994 10.393575 8.010453 10.706588 6.995891 11.551814 11.026150 1.150430 11.673636 10.013555 9.864646 2.024887 11.799058 10.411321 2.024887 10.005269 8.534105 9.558377 8.246677 10.078673 9.255830 4.024869 9.142867 5.725310 11.156259 10.623768 11.255000 12.818326 10.367551 10.942378 10.577365 10.399119 7.420307 6.127681 9.277965 9.305219 3.089007 7.809493 NA 10.384021 11.254456 10.392781 5.598862 8.832225 8.228997 10.295484 TCGA-B0-5113 69 0 NA 1175 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 6 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 7.97643e-07 2.774411e-07 9.09090909090909 27.2727272727273 15.1515151515152 39.3939393939394 9.09090909090909 9.31571928 10.70148590 7.62969540 7.10950265 10.41123344 8.82234043 NA 8.45734845 10.26212175 1.01499793 1.50385753 5.36076107 7.16811549 9.89558937 7.93979781 11.00697960 11.71282179 8.41586470 9.40156647 12.05687266 11.76415649 13.43117069 10.30692352 11.98161102 8.83196905 7.24700655 8.47305020 12.75349993 5.86465169 NA 9.05024265 9.54246237 10.09935097 9.18156699 4.04473508 2.33691175 8.90575643 9.40587092 11.31094564 9.43002282 5.11652279 4.40730516 10.43037508 10.36739673 5.21138217 11.08577723 6.19820731 10.49712113 10.48462727 8.33691354 8.66004333 2.82234266 11.46774146 10.07387913 11.04427266 8.28955785 -0.57003596 10.52430849 4.06025495 8.73949913 8.07387913 0.01492654 9.97643510 9.45169701 8.66842764 9.52353295 2.67795919 6.22443972 8.54376497 1.23738016 11.69798001 10.25219542 9.42720241 4.83941545 12.73032469 14.98805491 10.90828693 8.76093979 10.22118579 15.55212290 9.22606244 8.55930596 9.28955762 5.38421908 9.98365219 7.55155678 9.39219590 6.87296662 12.29449927 2.50041966 8.76575949 8.90778118 10.32937984 8.71311118 4.45239117 9.49476560 8.30500424 11.95333982 7.61737489 14.71274341 9.81264695 11.08413305 7.59994779 10.11477148 NA 4.28800412 12.02947090 12.00070878 7.56444905 2.95358187 9.38639905 9.98748658 7.23737825 11.76107979 10.47816916 9.05298993 9.66663518 9.47987139 NA 10.08465893 8.61241738 9.01780029 10.85785950 8.70265270 8.25339038 12.24209790 9.46688341 12.72399739 2.23738016 0.43007113 9.98028870 8.90177952 8.25657150 10.35446428 NA 4.07388020 2.67795919 14.33620889 9.78757498 10.56733429 11.42526008 10.18949497 8.12525124 8.94867618 4.23738016 6.61984728 10.94226956 11.35446428 9.90271381 11.89150748 11.32578749 8.96237897 8.66962139 11.11301751 6.54376497 3.13046966 5.41870607 7.84576476 1.59993664 -0.57003596 9.98028870 13.11329169 10.08197149 10.18072995 9.70905296 3.05880135 10.72951717 7.88534984 9.38946700 9.82072928 6.82234011 8.88123390 5.58989529 6.12350894 9.91383875 9.68446110 11.52492531 10.69475869 13.15283044 8.88137830 11.03272179 9.38712491 11.22991160 9.86725480 10.09091018 -0.57003596 9.33916590 11.10443587 11.90823386 7.90770008 9.75195104 11.47833948 9.16557885 10.11126128 11.70919817 10.93732203 5.54896367 9.47305020 7.98217334 6.35483472 7.16473299 NA 8.22281325 8.01310545 13.13932216 9.35037569 8.53985362 10.56091515 9.86465108 9.21138265 6.64919150 10.57124240 8.94572269 8.46894207 10.64919141 1.75193497 4.23738016 9.35483538 2.33691175 6.61984728 4.21138606 10.15709248 6.31266517 10.11475834 7.40850468 -0.57003596 1.23738016 10.60526060 10.14555595 12.09990450 11.39976914 11.10244824 8.19157400 9.39576396 6.73106238 12.12775069 11.91761174 9.90220596 13.12508804 NA 1.75193497 0.01492654 10.08778794 8.52013541 9.63886685 3.63947529 14.44201447 14.28581605 10.89354727 7.19263705 10.18741295 -0.57003596 0.43007113 2.33691175 NA 14.66717684 9.07748122 9.57021358 11.58658007 NA 8.39002489 9.29903832 11.33785245 7.84998300 10.24660665 8.88535015 9.59994798 8.32028700 9.11564766 11.49476565 10.77875108 9.97739943 11.27923251 8.05573199 10.35727498 7.76764487 11.36978577 5.27613930 8.18512767 9.43845151 -0.076812 0.220370 -0.068663 0.656820 0.291830 -0.079077 -0.085457 -0.088639 0.000000 -0.076812 -0.076812 -0.076812 0.220370 0.220370 -0.525320 -0.502870 -0.502870 -0.502870 -0.389060 0.245290 0.243890 -0.079077 -0.393300 -0.393300 -0.085457 0.229160 -0.389620 -0.399640 0.237360 -0.095022 0.000000 0.000 0.000 0.229 0.229 0.288 0.288 -0.390 -0.400 0.000 0.237 0.237 0.000 0.000 0.258 0.258 0.000 0.000 0.000 0.000 0.229 0.229 0.238 0.234 0.220 0.220 -0.437 0.000 -0.389 -0.389 0.646 0.646 0.244 0.244 0.292 0.292 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.229 0.229 0.288 0.288 -0.390 -0.400 0.000 0.237 0.237 0.000 0.000 0.258 0.258 0.000 0.000 0.000 0.000 0.229 0.229 0.238 0.234 0.220 0.220 -0.437 0.000 -0.389 -0.389 0.646 0.646 0.244 0.244 0.292 0.292 0.000 0.000 -0.393 -0.393 0.000 0.000 10.12176648 6.57468132 10.22321980 6.60129984 0.01492654 8.49880135 8.95456450 9.87177405 9.36739662 10.93887738 10.41266003 1.23738016 5.88945407 8.69797984 6.18491104 6.92187544 11.33051241 5.58989529 1.01499793 7.37839024 5.38421908 0.43007113 8.60245057 7.35483560 10.33095765 11.00697960 10.29742909 7.94572298 1.23738016 NA 1.01499793 9.47305020 8.13738210 9.43072726 NA 6.99987827 10.505836 10.546367 7.517486 10.430023 8.906769 4.559308 11.332963 4.733804 9.843122 9.446831 5.796346 6.751951 10.489029 7.324840 13.179054 9.527397 10.554144 13.296577 13.102338 8.140829 9.310372 9.178216 8.277080 9.186579 5.856289 13.012753 8.925878 9.830369 4.999878 2.336912 9.818040 9.906769 13.349864 10.002723 12.723997 9.726939 8.295756 9.925378 11.431079 10.189495 15.917455 11.891507 12.041509 14.159458 11.516491 2.517477 10.794705 10.103332 10.812647 9.684461 8.680321 9.536586 12.609543 11.265481 11.492238 1.751935 5.059381 6.501485 10.843122 12.993040 6.965298 NA NA 10.615518 12.629005 11.846022 8.052075 11.244004 10.9070222 13.1760648 11.0069796 12.0568727 10.3069235 7.8072332 10.9508871 6.3187669 8.7463044 6.4961124 10.8452365 5.2113822 7.2373782 13.0340890 8.9407869 12.3790288 10.4774877 3.4300176 13.9102135 6.0467922 6.8266273 9.6547722 9.5095076 10.2329431 4.9846121 9.1874129 9.8383527 8.6991497 10.3673967 7.0630186 12.0109880 9.8986469 0.4300711 11.6865265 10.1278593 10.0779310 2.0149979 12.0246974 10.2762968 3.1849150 10.0022494 10.2031621 9.5194733 8.7084725 9.7090530 9.0500410 6.8478754 8.5424624 4.6968118 11.1044359 10.7073103 11.0946924 13.1393222 9.9841320 10.7451724 10.6491914 10.0661943 7.1304625 6.8309018 9.5676546 9.5014853 1.2373802 6.7942456 NA 11.2288997 11.4066461 10.1261211 3.8562886 8.3900249 8.1998608 10.7842723 TCGA-B0-5115 43 0 NA 1604 kidney stage iv t2 n0 m1 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 7 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.421885e-06 2.427609e-07 12.2448979591837 16.3265306122449 8.16326530612245 34.6938775510204 28.5714285714286 9.74330626 10.28323794 8.87163022 7.02143975 9.93699945 7.92331441 5.95262944 7.69143506 9.54173242 -1.49045616 0.39725535 5.71913962 6.46968902 10.69611043 8.75286063 10.97142184 11.72476451 7.21012679 9.26457420 11.43931489 12.09253421 14.28479966 10.17235500 11.48140975 8.97831062 8.20665397 7.66197116 12.66687562 7.01351251 NA 9.22081143 9.20317350 10.34534226 9.64282881 3.50968318 0.83163407 8.73850541 9.65943368 10.92727545 9.82653371 5.55407921 7.99752670 10.12715412 10.41432119 5.65943368 11.05126727 6.13904376 10.87491543 10.53101362 8.26123085 8.37542004 2.09464145 10.38466796 9.97218889 10.41695287 8.27289894 0.09464145 10.59581291 1.09464145 8.30734792 8.00153993 0.83163407 10.02587913 9.75107402 8.84842295 9.37475478 -0.49025349 6.80430788 8.80889469 1.31701457 11.31522894 10.61461286 11.38620357 4.86723920 11.05647738 13.32045904 10.74360585 8.91589163 10.11192150 16.00813071 9.68148897 8.51531113 10.15669518 5.38005060 9.89931795 7.65434460 10.25452047 7.33305425 12.11296521 2.05318086 7.45483802 9.41657715 11.72279080 9.08333385 4.29104358 9.73910635 7.93804697 12.02661771 7.42257614 15.14140437 10.34534226 10.58903471 7.62082244 11.51618800 NA 2.31704353 12.91509403 11.39938069 8.16968253 3.93594999 9.24270182 9.86117796 6.29758946 10.93857015 8.94431470 9.34731464 9.04009296 9.09746411 NA 9.91536000 8.49268000 9.15894287 10.57409252 9.04106799 8.03520765 11.53257105 9.82200240 11.93359038 1.31701457 1.50969584 10.15354279 8.68211396 8.72157499 10.01847172 NA 5.55407921 1.50969584 14.38569986 6.94431499 10.96963043 11.88581201 9.25452035 7.87819318 9.46678861 4.21012387 7.16073871 11.07835532 11.01226983 9.59449499 11.58840114 10.80918080 8.33464514 8.45659303 10.94665835 6.83611602 1.96912285 1.50969584 8.31058643 0.50964518 0.50964518 9.14721714 13.18856179 9.82313649 11.13927091 9.74689653 3.03324678 10.47294392 8.38620352 10.04749231 10.67710474 7.68959550 9.73910635 5.92753858 6.41657799 10.41732839 8.98946688 11.39995088 11.14290893 13.57569167 8.96254555 11.35203697 9.14540463 10.82171866 9.82766440 9.23845753 NA 8.86613865 11.23824488 9.98576439 8.22350268 10.07192902 11.62310320 8.73609882 10.12807206 11.41093062 11.05102523 6.29104542 9.37232400 8.13771305 5.80430659 6.77647251 -0.49025349 9.13082279 7.14268198 13.04051964 9.40526190 8.70321181 10.93778501 9.85509178 9.58449712 8.02341394 10.52887416 8.73730245 7.24439619 10.31945468 3.55408536 5.31703991 8.72885518 2.96912285 5.89339134 4.23760960 10.48051153 6.65434531 10.15507031 6.73518367 -0.49025349 -0.49025349 10.92569240 10.71547987 11.79465524 11.54654705 11.60145255 7.62603022 9.03814066 6.00578172 12.18520264 11.42463225 10.09886955 11.63138198 -0.49025349 1.09464145 NA 9.91589163 8.73489418 10.05947128 6.75761402 13.24783165 15.09642379 11.66022726 8.20461907 10.27787087 -0.49025349 1.67960395 NA NA 14.76906208 8.23590461 9.78639265 11.90119873 NA 8.56632428 8.92417087 10.83611610 8.11886530 10.44558829 9.07954212 9.82540230 8.96604106 9.14993151 11.23654338 10.68430023 10.21099308 11.03569669 8.43598272 10.08805929 8.65816327 11.27869790 5.04713700 8.32011367 9.72521968 0.4857800 0.0072217 -0.2073400 0.4785600 -0.0111880 -0.0121620 -0.0076101 0.0165510 -0.0095426 0.0252500 -0.0032318 0.4857800 0.0072217 0.0072217 -0.6145100 -0.2073400 -0.2073400 -0.2073400 -0.0047079 0.4785600 -0.0074978 -0.0121620 0.0056919 0.0056919 -0.0076101 -0.0091286 0.0033299 -0.0031859 0.0101460 0.0193630 0.0078853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.481 0.000 0.000 0.000 0.000 0.000 0.000 -0.207 -0.207 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.481 0.000 0.000 0.000 0.000 0.000 0.000 -0.207 -0.207 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.34138973 7.09464884 10.45987799 7.15155748 -1.49045616 9.14359010 11.09394450 10.01103125 9.25283807 11.16806546 9.99148599 0.50964518 6.62862780 9.22993082 3.31704353 7.58114860 10.66545353 5.92753858 1.50969584 7.80200834 4.21012387 -0.49025349 9.13904325 5.50968634 11.16644663 10.97142184 10.82098929 7.77412946 2.21013946 0.09464145 2.21013946 9.61624961 7.70197939 8.98542016 NA 6.74809085 10.42892238 11.03005972 8.30734792 10.10167634 9.41055332 5.56496952 10.83386714 5.03324678 9.52231121 9.67396499 6.68959550 8.22221336 10.67396507 7.32986539 12.91249883 10.03275849 10.26332120 13.43663114 13.08303792 8.11516593 8.64539581 9.63445405 7.15354291 9.42332395 5.60771794 12.99388013 9.17413398 10.46242784 5.72885382 0.09464145 9.93595132 9.32746978 13.39990337 10.85896785 11.93359038 9.89447038 7.79970514 11.60574285 11.67914191 9.25452035 15.63403009 11.58840114 11.68055055 14.29498580 11.06499471 0.83163407 11.36650117 10.65019686 10.61723061 8.98946688 8.31381768 10.20360911 12.42892238 10.59979906 11.43783481 4.90200603 5.04884648 6.74809085 11.17546665 12.84974531 6.34889100 -1.49045616 NA 10.95418388 12.84828372 11.89365003 7.80660311 10.93464019 11.23099942 12.78559285 10.97142184 11.43931489 10.17235500 7.13904274 10.22092338 6.41657799 8.71792108 6.50968634 10.32226506 5.65943368 8.06427553 12.94707847 8.77998194 11.56140538 10.65879862 2.50969584 13.86110899 6.54701327 6.42854945 10.31977620 10.12255509 10.58148410 4.96911825 9.23590485 10.35830955 8.09652647 11.02366087 5.86723920 11.47943283 11.31663894 NA 12.40705939 10.46424646 10.48302520 2.59714974 11.49178893 10.20055756 0.50964518 9.73670076 8.77998194 8.81003912 8.87928396 9.74689653 9.33266363 3.63896583 9.11052872 6.00953305 11.23824488 10.59549098 10.93699945 13.04051964 10.32906741 10.83555417 10.31945468 10.63961357 8.23930734 5.96911825 9.74868831 9.84172315 1.50969584 5.20540033 0.09464145 11.67176316 12.42109733 9.47041261 4.09464990 8.56632428 7.96501368 10.34059787 TCGA-B0-5116 52 0 NA 1274 kidney stage iii t3b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 3 1 2 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5930202 7.9112913 -1.2958363 10.9984899 1.0262335 8.3806044 7.6584736 0.2892443 9.9646084 9.3235799 8.9873652 9.5529000 -1.2958363 5.5497677 9.8316265 0.2892443 11.6524617 9.7376999 10.0814876 5.8841852 11.5951055 14.1258816 10.8280751 9.2453735 10.7910767 16.8498211 9.5607025 8.7418239 11.7646351 3.9522031 9.4658282 7.5899732 9.9675462 7.0618291 13.0437095 1.8853791 7.1744883 8.9149483 10.7130557 8.5807941 4.6350172 9.5769519 8.5019387 11.2429510 7.4185222 14.1578106 9.7897495 12.0778205 8.6051439 10.9560552 NA 8.5035586 11.8256486 11.4835860 7.3336339 1.2892443 9.0385503 9.7356335 7.5622577 10.7632833 9.3740479 8.8804501 9.6555617 9.7280314 NA 9.7568450 8.5823279 8.7028674 10.8309815 8.2798162 9.0126159 12.7650751 9.6722236 12.8014861 NA 1.0262335 10.4679043 9.5830942 9.2788706 9.8495723 -1.2958363 2.2892443 1.7042965 14.9614254 4.7266460 9.9210228 12.3298717 9.4415244 7.5746420 9.1810233 2.8742068 7.4287906 11.5759898 11.1660122 9.6238851 11.6438801 10.3863938 8.4625002 6.9663716 11.5593401 5.8540231 3.6111724 2.5116198 8.9780726 1.2892443 -0.2956592 9.6261179 13.1244346 10.4168040 7.7014562 9.3217444 2.4047124 8.9498296 7.8023089 9.6330766 10.1835520 7.3153018 9.6021224 4.7042744 5.7880227 10.2001319 9.2693790 11.2297978 11.9312912 13.1784265 8.8309813 11.3199066 9.3106821 10.8801384 9.7721616 8.9270718 -1.2958363 8.6126695 11.1461837 12.6029020 9.1383839 9.8559277 11.4612502 8.8206210 10.2395523 11.8551349 11.0452397 5.4321978 9.9450683 8.6738793 4.3481333 8.8729491 NA 8.9438756 7.5434804 13.5642970 8.9557594 9.1168469 10.5903545 10.5838602 9.5975785 6.4185222 10.8592564 8.9792374 8.6671729 9.0574237 1.8742068 6.2967345 6.7266446 1.5116198 7.7459365 4.0262069 10.2160297 6.9757402 10.8085252 5.6477290 NA -1.2958363 10.5634235 10.4679043 10.9610754 11.2591056 10.3863938 7.9014939 8.8501709 7.1102693 11.3595841 11.9341473 9.7014565 10.6915410 -0.2956592 1.5116198 NA 9.9300869 8.7743980 8.9137305 0.7042523 13.6786019 13.4353838 11.0922943 6.4925054 10.6175404 NA NA NA NA 14.4109618 8.8088757 8.6511834 12.0381311 NA 8.5560258 9.6574331 11.1541994 4.7486705 10.8383824 8.9850478 9.2071088 8.9710635 9.1981324 11.1305417 11.6486230 9.6526442 10.7860932 7.5212604 9.3329321 8.0307063 10.6682567 4.2530211 6.4809081 10.5035586 0.0000000 0.0428740 0.3659200 0.0178240 0.3690400 -0.0071251 -0.0238400 -0.0168410 -0.0618230 0.0000000 0.0000000 0.0000000 0.0274420 -0.8082300 -0.4302900 -0.4201400 -0.4201400 -0.4201400 -0.3555600 0.0085050 0.0060406 -0.0563140 -0.3685000 -0.3685000 -0.0118870 -0.0018014 0.0026357 0.0058309 -0.0094046 -0.0041546 -0.0618230 0.000 0.000 0.000 0.000 0.356 0.356 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.360 0.360 0.354 -0.396 0.000 0.000 -0.054 0.366 -0.368 -0.368 0.000 0.000 0.000 0.000 0.369 0.369 0.000 0.000 -0.368 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.360 0.360 0.354 -0.396 0.000 0.000 -0.054 0.366 -0.368 -0.368 0.000 0.000 0.000 0.000 0.369 0.369 0.000 0.000 -0.368 -0.368 0.000 0.000 10.6327953 6.6290899 9.9027220 6.9115358 -0.2956592 9.1115447 9.8590951 10.4242005 7.6901188 11.3883505 10.0518983 -1.2958363 6.2278392 9.5830942 3.4591693 7.9088483 10.3299858 4.7042744 -1.2958363 4.0965908 3.8742068 -0.2956592 8.4270844 7.3226628 10.5718221 10.9771983 11.0095949 6.1880923 1.2892443 -1.2958363 NA 9.8482979 7.2239129 9.4168041 1.5116198 4.9137320 10.6840594 10.4844066 7.7182972 10.6581096 8.9651964 7.1880923 10.6066521 5.9137296 10.3508357 8.6844166 6.8387035 6.6700613 10.1774754 7.2588656 13.3648857 10.3235799 9.5922591 12.3691686 13.7052893 7.2660613 9.7287241 9.6186621 5.7486705 9.0418989 5.3481333 13.6905635 8.7404507 8.8854292 7.0530049 3.4047124 9.9533904 9.3544312 13.2059898 8.5544638 12.8014861 8.6526442 7.4524694 10.2468253 11.4281512 9.4415244 16.0560185 11.6438801 12.0474627 14.1658523 10.6965073 0.2892443 10.4946255 9.4591646 9.8754537 9.2693790 6.4524702 10.0765980 12.6292750 9.0804024 11.3065119 4.5371656 6.6642794 6.7757393 10.8823193 11.5848171 8.0309761 -1.2958363 NA 10.7790874 12.6344599 11.4467927 6.9757402 10.8254867 11.4482699 12.9961671 10.9771983 10.3199066 10.2934599 7.4724610 9.1544571 6.6700613 8.5196602 5.1305397 10.1399473 6.6642794 8.1860766 13.1394211 9.0607289 11.9386453 10.0563204 2.5116198 13.2735392 6.7144969 7.0618291 8.4935497 9.7314918 10.0418989 2.2892443 9.0318297 10.6294605 8.8654088 11.1003465 5.1472212 10.1072890 10.9581245 3.6584743 12.2089719 10.5692369 9.8641484 2.0261981 10.7435388 9.6460582 3.0261981 10.1477386 9.5953011 9.1294930 10.4193810 9.3217444 8.5216762 2.2892443 8.7473041 4.3189892 11.1461837 10.5695347 10.9601907 13.5642970 10.6758205 10.9637260 9.0574237 10.9399921 8.2414956 5.7042772 9.4449010 9.7890854 -0.2956592 2.7042744 -1.2958363 10.2769772 10.5774865 9.5513343 4.3481333 8.5560258 8.3318109 10.6372298 TCGA-B0-5117 40 0 NA 1608 kidney stage i t1b nx m0 male 2010 NA no NA kidney clear 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9.5335869 7.7886505 4.7190629 9.0438038 11.2041875 10.0027409 9.1708464 9.1445446 13.7431046 10.2949073 7.9111810 7.5264155 4.9366521 8.3507872 8.6370914 7.9510072 5.2700766 11.0031715 3.6947019 7.4948212 3.6851104 10.0912673 9.4285049 5.2469933 10.0351049 8.8222260 11.5706641 6.7766107 14.3453377 7.2235326 10.0681342 9.6786579 13.5658626 NA 3.8163539 9.5167972 11.5578244 9.0409883 0.8777442 7.9366515 6.9932351 6.7357388 10.7122291 8.1193442 9.3371897 10.6802743 9.1538823 0.2927817 9.9266989 9.4310673 11.0663468 11.3609020 9.5816616 9.0969265 11.6239700 9.8338921 13.4309873 4.3802584 2.4627329 9.5735663 8.4349026 8.0741554 10.1700797 NA 6.7357388 5.7685284 14.0462734 NA 10.4589586 2.8777639 8.5548904 10.4912405 11.4903194 1.8777442 6.8927079 8.0342625 10.5119640 11.0185878 11.5921838 10.2757891 8.8435424 5.2469933 11.5454609 4.5781960 2.4627329 4.3371901 8.3588846 5.6326463 -0.7072183 10.9669878 10.4501424 9.9992916 6.9221526 9.3521399 1.2927817 9.9148473 7.1876134 8.9680821 10.1422006 5.8626522 8.7460662 9.7522271 3.9932396 11.8146413 8.2871490 9.7440067 10.3102999 11.8952624 10.1286169 13.5895683 9.6936749 9.8367939 12.4949193 3.9366474 2.1001367 9.8222260 10.2836086 12.9972255 7.2851109 9.4246526 9.5046837 3.1996880 10.7624374 11.2664929 11.1237068 5.8626522 10.9052033 8.8489183 3.2927965 5.8005893 -0.7072183 8.8454646 6.3696113 12.1343599 9.4387276 8.1723785 9.6102080 9.5192077 9.8702243 3.9932396 11.3744188 9.6591177 7.7886505 10.9393542 4.3802584 5.3802584 8.4652231 0.2927817 2.4627329 11.0040366 11.5842540 5.6678354 8.9402540 10.6251902 -0.7072183 -0.7072183 11.2690016 10.7761074 11.2998228 11.1773477 11.7095930 8.5920036 8.9297644 5.5484859 10.3337701 10.8000946 10.5089351 8.8493016 1.2927817 NA 0.2927817 10.5654252 9.8578975 9.7976145 NA 11.0884294 14.5509935 9.6470448 9.0141511 9.2956105 NA NA NA NA 13.2971038 7.2757893 9.0806982 11.7948814 3.8163539 8.9492203 8.8145334 11.4816934 4.7846505 9.4374537 10.6920735 9.6743385 9.5119641 9.1129745 11.6079451 10.7614195 9.7450368 11.4620942 7.2814803 8.4900121 7.0275046 10.7634544 4.5022478 9.0036362 10.7856501 -0.70804000 -0.68637000 0.02370600 -0.00360110 0.00763920 -0.00822260 -0.72950000 -0.71239000 -0.27176000 -0.70663000 -0.70663000 -0.72042000 -0.68637000 -0.68241000 0.02104300 0.02104300 0.02104300 -0.04060000 0.00069327 -0.00360110 -0.71960000 -0.00760290 0.00107310 0.00107310 -0.72950000 0.02160300 -0.16243000 0.03411300 0.00332990 0.03339600 -0.27176000 -0.729 -0.729 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 -0.726 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 -0.272 -0.272 -0.729 -0.729 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 -0.726 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 -0.272 -0.272 10.3521400 7.5216146 9.3109958 7.6434695 NA 9.8730540 8.0543465 9.3222346 9.7816399 11.2507174 10.2382393 0.2927817 5.5595805 10.4156235 0.8777442 10.2607422 9.2041874 9.7522271 -0.7072183 6.2353097 0.8777442 0.2927817 9.1256855 7.6547391 10.0446910 10.4006664 11.5613287 7.9038204 1.8777442 -0.7072183 1.8777442 9.6947416 8.0342625 9.8664427 NA 2.6147334 8.566591 8.721156 8.112974 8.830014 9.210167 10.625951 9.614724 1.877744 9.438728 7.719060 7.150777 5.422078 8.800590 7.727424 12.504380 13.571753 9.083958 12.817337 12.845945 5.979296 7.979296 9.573566 4.462720 9.825151 8.870224 11.830499 10.728987 6.951007 3.292796 2.462733 10.172379 7.968753 11.419823 9.127266 13.430987 8.238239 8.670006 12.578342 7.873996 8.554890 14.316507 11.592184 8.564258 13.093493 10.371613 NA 10.059324 9.501030 10.048518 8.287149 6.258579 9.400012 12.186097 6.623712 11.434264 3.199688 7.862651 7.796621 11.152718 11.816602 5.223535 NA NA 11.423366 11.455502 10.756810 5.502248 10.976667 12.3550103 12.7515866 10.4006664 9.2469918 11.3669370 3.6147216 6.0872103 3.9366474 9.0936954 6.4924685 9.5155904 5.8005893 5.3151641 12.3203421 9.2927956 11.6662045 10.0880235 2.7522348 12.0226287 5.8196477 6.6765001 7.3588850 11.8188056 8.7021865 NA 10.6618475 10.6754195 10.3507872 10.9052033 2.6147334 8.2814803 9.8927084 -0.7072183 9.2970160 11.4288254 10.3317145 -0.7072183 10.3789317 10.0560078 -0.7072183 7.8739959 3.3802584 9.0692285 8.9330406 9.3521399 9.9117407 1.8777442 10.5040754 9.4514052 10.2836086 11.8640741 9.5828143 12.1343599 11.1061759 12.8934053 10.9393542 9.6602102 5.8927092 7.9616806 10.7331456 10.6113383 NA 9.1795742 NA 9.5897116 11.3314539 9.3234626 0.8777442 8.9492203 7.8927086 9.7440067 TCGA-B0-5119 61 0 NA 1552 kidney stage i t1b n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.45945945945946 16.2162162162162 12.1621621621622 37.8378378378378 24.3243243243243 8.36071279 10.73810729 9.26760345 7.37591521 10.12957011 6.75419404 NA 5.92738450 9.45176727 NA 0.34596403 4.31095808 8.51286883 10.07891199 6.64297732 11.00407991 11.68004057 8.59311358 9.62718183 11.08308629 11.73796019 14.74726027 10.13851155 11.18607597 7.94974502 6.88746069 7.50873684 10.91035071 6.15049469 NA 8.23620989 9.29265224 9.95380330 9.82735112 2.64800518 1.06301966 8.54281250 9.56752035 10.00750038 8.99868858 6.73073505 4.62781692 10.10012169 10.42570676 6.66294461 10.27775617 6.51149334 10.65080988 10.33915676 8.08540022 7.12192613 1.06301966 10.63415289 9.91426089 10.67497927 7.78868245 NA 10.82366355 2.19726781 8.82709654 7.66294532 -1.52201189 10.10742647 9.46817375 7.72599739 9.65365051 1.64800518 5.62781692 8.88746069 -1.52201189 11.31766732 10.37288758 10.75884064 6.39693352 11.17501778 15.30469280 10.28260429 8.39544202 10.37099204 16.17282219 9.60348337 8.42935443 10.31372553 4.06302829 9.49835540 7.68752336 10.49174148 4.96992407 12.52246396 1.58909231 6.80584703 9.98982249 11.07612234 8.83231915 -1.52201189 9.65984323 8.31569755 12.06537857 8.18024236 15.42828170 10.39991073 10.41903308 7.08540022 11.30024232 -1.52201189 1.06301966 12.72799805 12.40954607 7.98189545 4.45534695 9.03649042 9.87788180 7.25285652 11.35497044 9.71049083 9.11378800 9.35228271 9.12372827 0.06308871 10.20002341 8.51835967 9.62463848 10.16281841 9.27977817 8.24459883 11.58904080 9.42935464 11.99142735 2.64800518 0.47809169 9.94465614 9.70929098 8.67159520 10.07192781 NA 6.03265850 2.06301966 13.53042561 8.01139947 10.29585295 12.51261090 9.91841993 8.05171685 9.63098838 3.43226461 6.76347266 11.26882560 11.29044773 9.69360282 11.49602307 10.60928375 8.46817396 8.10742634 10.84193083 5.66789496 0.79999907 4.81791995 8.30461827 0.06308871 NA 8.44673677 12.69822141 9.90223611 10.33059929 9.30541244 0.79999907 10.41875044 7.92928090 9.64183897 14.89481790 8.54281250 9.54617641 6.09278039 4.38496157 10.53741431 9.17329811 11.62543379 11.00896379 13.58618587 8.78845538 11.50078443 8.71288737 10.79491699 9.35765317 10.52587537 -0.52201189 8.79095282 11.25614699 12.64678740 9.15592148 9.71168951 11.63557466 8.93954924 10.15886892 11.10400694 10.89116883 5.79999907 9.61634171 7.91226004 7.10742634 6.30461873 -1.52201189 9.54684817 7.86177427 13.00212176 9.58463278 8.91790072 11.03935777 10.17503737 9.75361239 10.41617916 10.57112424 8.91374004 7.89592240 10.19231538 0.47809169 4.96992407 9.00554680 4.00163113 6.76347266 3.87038445 10.81206368 6.85310866 9.17360269 5.15727012 NA -0.52201189 10.78953438 10.49939687 11.44367378 11.31668288 10.43734740 8.61506091 9.44308216 6.73016713 11.64250542 11.57445559 9.91426089 11.45445497 -1.52201189 1.06301966 NA 9.85093488 8.74719637 9.43299322 7.28864187 13.38777545 15.25454143 11.12507846 9.30220914 9.98388144 0.47809169 1.28540222 0.47809169 0.06308871 14.89719061 8.71886128 9.22542364 11.58086572 NA 8.40880738 8.96297320 11.09346959 5.31095808 10.11061067 9.45176727 9.59311358 8.48509711 9.30461827 11.48351895 11.32257947 9.75826070 10.77842240 7.96791789 9.86501004 6.93339678 10.39170726 4.90684731 7.66232515 9.56221380 -0.00152430 0.00388540 0.02468900 0.96576000 0.00000000 0.00430210 -0.00650500 -0.02137300 -0.04658300 -0.00152430 -0.00152430 -0.00152430 0.00388540 0.00388540 -0.59773000 -0.57417000 -0.57417000 -0.57417000 0.01908300 0.00875280 -0.57308000 0.00430210 -0.00152430 -0.00152430 -0.00650500 -0.00277070 0.00861350 0.00083195 -0.01406700 -0.03258700 -0.04658300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.13315326 6.94567559 9.84821229 6.73030981 -1.52201189 9.46959176 9.54819076 9.92293979 8.15578970 11.45660694 10.15930827 0.79999907 6.32355922 9.38119857 3.64799367 8.22290355 10.75099114 6.09278039 0.06308871 6.90852232 4.60735399 -1.52201189 8.82458362 7.47242360 10.58761327 11.00407991 10.55324145 7.33915699 0.79999907 -1.52201189 0.79999907 10.13538827 7.89169805 9.03457587 NA 6.18542852 9.9446561 10.5734668 7.6728270 10.4377096 9.2354597 3.1219272 10.9813987 5.7448554 9.7943514 9.5114927 6.7354572 7.1888766 10.3050155 6.7588401 13.4321753 10.0573858 10.1706853 13.0504148 12.7944928 7.6629453 8.5114929 9.6990527 6.7634727 9.2934530 5.7164752 13.2707585 9.4731304 9.9684194 3.9699241 1.4780917 10.0545541 9.7576804 12.9171865 8.9809016 11.9914274 9.1046915 8.1309149 10.4910435 10.6951187 9.9184199 15.9147814 11.4960231 11.7098910 13.0951929 10.7463194 -0.5220119 11.0904776 10.4413272 9.8552804 9.1732981 7.9375015 10.0728609 12.9148464 10.3472781 11.6442329 2.7260028 6.1575491 6.7068883 11.3155007 12.4640896 7.3266928 NA NA 11.1698134 12.6099268 11.6804707 7.9333968 11.0184401 11.4470966 13.1250222 11.0040799 11.0830863 10.1385115 7.0517169 10.2437703 6.4724228 8.9106119 7.0133450 10.2516212 6.6629446 7.4948780 12.9544249 8.8938115 11.7492410 10.7366359 0.7999991 13.8008078 5.9171119 5.8617743 7.5266111 9.8465764 9.6297207 1.7999991 9.5101156 10.4369850 8.8256912 10.5734668 5.8089873 11.3670033 10.3239519 -1.5220119 12.2701484 10.3274749 10.1434058 0.4780917 10.8579896 10.1376198 1.9374951 10.1487261 6.1074263 9.2404520 7.2396214 9.3054124 9.0856868 2.4780658 9.9477116 4.5441577 11.2561470 10.3845847 11.2333747 13.0021218 10.4836944 11.2512091 10.1923154 10.6700544 7.7188609 4.6278169 9.4667546 9.3706127 NA 5.9898225 -1.5220119 9.8693135 10.9774947 9.7407520 3.1785075 8.4088074 7.9354509 10.1513789 TCGA-B0-5120 72 0 NA 1169 kidney stage i t1a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 6 2 7 2 2 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317845e-06 6.242424e-07 7.14285714285714 25 16.0714285714286 39.2857142857143 12.5 8.8736068 11.0134023 6.3775906 6.8574610 9.8043067 8.4578048 9.7696000 9.0811622 9.4439696 NA 2.6683915 4.8055092 6.1616539 10.2142214 7.3382417 10.9220960 11.7281830 7.6956320 9.9115226 10.9234815 11.7326158 14.1498746 10.4079980 11.4591427 9.2169357 7.2096863 6.9473786 12.8907075 6.2420270 NA 9.7111171 9.3037604 10.1177874 9.9092868 3.9342428 1.3840498 8.7441089 9.6128644 11.2749613 9.5830169 6.0605057 9.2909363 9.6687871 10.7708320 6.8528154 10.8773293 6.9860821 10.7381376 11.3037603 8.0483659 9.0453149 3.6641528 12.0761630 10.1075847 9.8907075 7.7615659 NA 10.5833254 0.1616942 9.6251777 7.8918402 NA 9.6766960 9.6799786 8.8079119 9.5163140 2.6641642 6.5879185 8.8907075 5.4715094 11.9059265 10.0909116 9.9226504 4.6427824 12.2870269 15.7979191 10.6421069 8.6169803 10.6839078 15.8281824 9.6668031 8.4955541 9.2994984 4.7466137 9.8097112 7.6128641 10.2245989 8.2631913 12.6605856 2.6616128 7.9112991 9.1331969 10.6933596 9.0361225 1.8986340 9.3596890 8.3662243 10.6734059 8.1560067 14.4220705 9.5214028 9.8893865 7.3012044 11.4036364 NA 8.5148000 12.0800196 11.4272683 8.0217057 0.8986340 8.3824347 8.7861441 8.0381700 11.5523596 10.0118401 9.1682130 9.0943601 9.2420268 NA 9.7553556 8.9807679 9.2805942 11.0016444 9.2943671 8.7124001 11.5323824 9.6628270 11.9028393 1.1616297 1.3840498 10.4087897 8.2841361 8.9232045 9.8672857 -1.4231393 2.0361165 4.2771293 14.2213920 5.9860809 10.6407598 11.3670393 8.8493206 7.8198649 9.0914047 4.0029545 6.9732956 10.5000182 10.9807679 10.1955351 11.4197619 10.6289192 8.2295355 8.9924325 11.3069486 6.2060473 2.8246253 6.1541194 8.1784617 2.4835707 -0.4233328 9.1022117 13.1133630 9.4835814 10.4543583 9.5976706 4.9543359 10.4162882 7.7837048 10.2200916 8.3232052 8.2771307 9.4570396 6.2133162 6.5539702 9.6654789 8.6904328 11.4272683 10.4779348 13.6517520 8.9255405 11.5657304 9.1245491 10.7934366 9.4760477 8.8387857 -1.4231393 8.8941035 11.5301597 11.6981579 7.4915244 9.7390820 10.9279061 9.6052875 10.1574205 11.7994857 10.8171840 7.2420270 9.2596854 8.5294610 6.1312787 7.7491186 NA 9.1398869 7.1119661 13.5601298 9.7788146 8.5865193 10.5795057 9.5059493 9.4903282 6.2133162 10.8155731 8.7775894 8.4221809 10.2719191 2.4835707 4.7861415 9.4715086 2.5036286 8.1484435 4.6852169 10.3457021 6.9903184 10.5706694 6.3213220 NA -1.4231393 10.7267554 10.5066888 11.3024831 10.8750398 10.6671341 8.4925703 8.8186739 6.0234439 11.5065040 11.7823313 9.7800387 11.8648359 NA 0.5766672 NA 10.0514107 8.8804716 9.4064136 -0.4233328 13.7092708 15.4757408 11.3105535 8.0232781 10.1109936 0.5766672 -0.4233328 0.1616942 -1.4231393 13.6112318 7.8804713 9.3840457 12.1073409 NA 8.4608613 8.9750389 10.5941952 6.6045962 11.1604787 9.0735445 9.4470555 8.1616534 9.3265603 10.9641697 11.1214138 9.8821825 11.3471482 8.3349141 9.0943601 7.8481541 11.4028420 5.3938040 8.1551577 9.5467967 0.00138680 -0.45811000 -0.44846000 0.45054000 -0.00567570 -0.00055444 -0.00912860 -0.00304750 -0.04861300 0.00138680 0.00138680 0.00138680 0.01488800 -0.45811000 -0.45961000 -0.45961000 -0.44846000 -0.44846000 0.00944910 0.00237690 0.00958830 -0.00055444 0.00096717 0.00096717 -0.00912860 0.00000000 -0.00207840 -0.00193990 -0.00995650 -0.01532900 -0.04861300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.0854759 6.4654342 9.6773530 7.2029113 2.0361165 8.9109641 11.2627535 10.6646806 10.9201541 11.2262479 9.8963628 2.1616620 6.2840495 9.0493816 5.1914008 7.7111170 10.1479693 6.2133162 0.1616942 6.0113190 4.7665157 1.5766672 8.6917344 6.3448746 11.2902512 10.9220960 10.9145106 7.1041678 2.7466137 NA NA 9.9198765 8.3265603 9.6312951 -1.4231393 6.1840204 10.357231 10.599405 7.582315 10.357231 8.851651 5.068542 10.862960 6.213316 10.037147 8.778815 6.390472 6.771447 10.067542 8.034072 13.105633 10.137024 9.900308 12.997375 12.685705 7.030661 8.786144 10.004527 8.392074 9.511119 6.206047 13.311347 8.695632 10.284912 6.907608 1.746614 10.203312 8.744109 13.375821 9.681944 11.902839 9.313093 7.562532 11.306524 10.953088 8.849321 15.502662 11.419762 11.806711 14.361172 11.137262 1.576667 10.608737 9.816886 10.311400 8.690433 7.791010 10.019634 12.539677 10.195535 11.205820 3.161646 6.459333 6.358050 10.659838 11.981433 6.353650 -1.423139 NA 9.900871 12.543286 11.424474 7.852815 11.338242 11.8592001 12.7897950 10.9220960 10.9234815 10.4079980 7.7136821 9.9871421 6.9342428 8.6087364 7.6373864 10.0397042 6.8528154 8.6982244 12.8593963 8.3498301 11.8777582 10.5749286 2.8246253 13.7467332 7.6216043 6.3181577 8.4898945 9.7353005 10.2749613 6.1691473 9.2115019 10.7254850 8.5533839 10.9443785 6.3645934 11.4311696 11.4083939 1.8986340 11.9184875 10.6070131 10.2570502 0.1616942 11.3046112 10.3307431 3.8620943 9.8793298 9.5717513 8.9408254 9.3613256 9.5976706 8.9199541 5.1158489 8.3759725 6.6210848 11.5301597 10.3050365 10.8507777 13.5601298 9.9003085 10.6770245 10.2719191 10.8929723 7.9987557 6.7315091 9.6474825 9.4501349 1.3840498 2.1616620 2.0361165 10.5682126 11.1873765 9.8204598 4.2771293 8.4608613 7.8918402 10.6528383 TCGA-B0-5121 56 0 NA 1485 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.548821e-07 4.08163265306122 28.5714285714286 14.2857142857143 30.6122448979592 22.4489795918367 8.7941598 9.7969397 9.5921434 6.2678129 9.9811421 7.2271712 5.4902043 6.8466174 8.9446318 -0.2239803 -0.8018831 4.6339426 6.6524765 10.7503743 8.1553379 10.9100652 11.9606801 5.7646434 9.8987877 10.4936361 12.0459630 13.6094749 10.3424895 11.2948587 8.4694469 7.9103861 7.2189032 11.1733670 6.0427472 -1.2239803 9.5744316 8.6722920 10.4532389 9.9981509 3.2995231 1.0978804 8.2955958 9.4510347 11.2082406 10.0526657 5.5573182 5.0427450 9.8779355 10.4452877 6.8148785 10.5646781 5.6214512 10.8400288 11.0639606 8.1917013 7.7066970 2.0978804 10.7029969 10.1433745 10.3693509 8.0380548 NA 10.3869430 -0.9853591 9.0648257 7.6432386 NA 9.8128202 9.7066970 8.3267063 9.3102626 1.3609261 6.7532395 8.8353042 2.0978804 11.1813672 10.3730811 10.0298072 7.3721494 10.6609353 8.8230838 11.3192333 9.2230429 11.5108810 15.6568466 9.7660637 8.4412955 9.4323847 4.7532408 9.6292694 7.7066970 10.1864110 6.7301563 12.0554252 2.4764076 7.7855362 9.2302590 11.9599052 9.1202555 6.3684174 9.9020188 8.1135817 11.4341712 7.1895874 15.2247370 9.5825093 10.9956819 7.7243269 11.4261139 NA 2.4764076 13.4985005 11.2292303 8.1938121 2.4764076 7.9707168 11.0336422 7.8176188 10.8237653 8.3073411 9.2282011 8.8739919 9.0933724 NA 9.6570737 8.9103861 9.4927791 10.3819022 9.5148965 7.7155392 11.5191216 9.9860222 11.9990564 -0.2239803 1.5833265 10.1068766 8.8530291 8.8325973 9.9829740 NA 4.7983253 2.6828429 14.5064564 8.3740122 11.0725892 12.9838129 8.1895879 10.1040736 10.5503350 3.5833145 6.8148785 10.3613918 10.7279729 10.1146961 11.4939917 10.6929587 8.1682770 7.6738051 10.9029867 4.0978889 3.0238940 3.0978804 8.8080056 0.7759355 -0.2239803 9.3627995 12.3875609 9.5817036 9.9320429 9.5564995 3.4763946 9.9533793 8.7731392 10.9751044 10.8281881 7.3571605 9.9129508 5.7759592 5.4581129 10.2471268 8.8258082 10.8440662 11.0002629 13.8014021 9.4616372 12.1008435 9.3305485 9.5857278 8.9878481 8.5589579 NA 8.2617889 11.7835126 10.7125940 8.3458155 9.2312870 11.4213930 7.5275036 10.1805691 11.2909203 11.1688137 6.1938131 9.7717268 8.7869913 5.0047800 7.5375112 NA 8.7388556 6.7759592 13.0995775 9.8427217 8.8857903 11.4270114 10.5646781 9.6463245 8.6025081 10.8604791 9.2220092 7.2678129 10.0648257 1.0978804 4.7301563 7.7184740 -0.2239803 4.5833145 4.2678129 10.0567305 8.0497555 10.1946504 6.9052426 NA NA 10.9835842 10.5585485 11.5873344 11.2261399 10.9187050 7.6738051 8.0095795 6.1807605 10.9960357 11.1354348 9.9370916 11.5614122 1.5833265 NA NA 9.8366557 9.3851385 9.3989266 6.6647033 12.1887942 15.5937803 11.5391721 8.6900308 10.2168289 -1.2239803 1.3609261 -1.2239803 NA 14.9904686 7.9000813 9.1938121 12.0665546 -1.2239803 8.4089551 8.5840711 10.9374066 7.3228538 10.4180114 9.5275038 9.3180242 9.1704223 9.3998412 11.3271873 10.1779058 9.4746644 11.1099536 8.3324658 9.5352155 8.5752412 10.6088497 4.8817625 7.6951211 10.7140690 0.00187620 -0.00352810 0.00632140 0.58319000 -0.00781340 0.00132120 -0.00712290 0.00035044 -0.01429300 -0.00089706 -0.00089706 0.00187620 -0.00352810 -0.00352810 -0.59745000 -0.59745000 0.00632140 0.00632140 0.00000000 0.00548720 0.00270890 0.00132120 0.00146000 -0.44625000 -0.00930000 -0.00311290 -0.00826690 0.00229250 0.00035044 -0.00255920 -0.01429300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 9.9244363 7.0978878 10.6955680 7.1568971 NA 9.3334235 6.6524765 11.2777074 10.1241346 11.4051569 9.9633118 2.5833265 6.3151188 9.9307778 4.8844856 8.9731764 10.3141486 5.7759592 1.7759776 7.4377379 4.7532408 -0.2239803 8.9026642 6.6948231 10.3394992 10.9100652 11.4236182 7.4694465 1.0978804 NA -0.2239803 10.1208104 7.9805309 8.5881371 1.0978804 6.9999617 10.687352 10.441296 7.925707 10.949012 8.539172 4.419815 10.273812 3.945889 9.349607 9.252706 6.469446 8.263800 9.891003 8.338202 12.935437 11.185351 9.965167 13.419929 12.952834 7.111350 9.059048 9.465084 7.530847 9.896846 5.852775 13.294244 9.743906 9.342014 6.079741 5.023885 9.928245 9.194866 12.780531 9.644782 11.999056 8.982974 7.193812 8.859439 10.503880 8.189588 14.846269 11.493992 10.596936 13.953574 10.578072 3.023894 10.780531 9.510669 10.199601 8.825808 7.733061 10.125794 12.621156 10.464210 11.514685 5.235390 5.873993 5.476398 10.620665 12.556807 7.676827 -1.223980 NA 9.965167 12.694543 11.446808 7.472927 10.777720 11.505368 12.774903 10.910065 10.493636 10.342490 7.271815 9.923801 5.023885 9.174704 7.873992 10.289194 6.814879 8.307341 13.041997 9.107996 11.646517 10.485905 3.168273 13.929828 6.148824 5.915511 9.804204 10.219939 10.554858 5.168277 8.554037 10.116922 8.453679 11.766950 4.945884 11.642659 12.018092 1.583327 11.563862 10.991189 10.604096 1.583327 11.028921 9.619881 3.682854 9.849432 9.458076 8.301481 9.181101 9.556500 9.193833 3.235390 9.559776 5.985414 11.783513 10.635494 11.053247 13.099577 10.713334 11.058179 10.064826 11.340824 7.873992 5.809384 9.888399 9.639372 1.097880 2.682843 -1.223980 10.001167 11.800758 9.109115 6.434171 8.408955 8.761802 9.923801 TCGA-B0-5399 46 0 NA 1411 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2666341 11.3653876 9.3599006 8.2206680 6.8205453 13.3789177 6.5828540 -0.4831780 8.2032653 9.3646050 10.3492591 9.9879318 3.0403314 1.6867022 8.2102515 9.8176891 10.9692633 9.6220185 5.8830880 9.2989437 9.7164369 10.6800998 5.4825482 10.8958722 6.3747456 10.3778516 10.3724118 7.9679755 7.4475023 3.1606137 10.7473856 10.2674717 10.3665607 8.3095550 NA 10.8311581 1.5435454 9.1138862 7.8765145 2.3241193 10.2476592 9.7882276 8.3917458 9.7894644 0.8386695 6.3433137 9.1314745 1.1017173 11.4365591 10.5118251 10.2569670 4.5828510 11.2714664 12.8774060 10.6658766 8.9240325 10.2137322 16.6590911 9.4933287 8.0923037 10.2641185 3.9090818 9.4229036 7.4085480 10.8538290 7.2172045 12.0647436 2.6866798 8.0970419 7.9679755 10.6331086 8.9037050 0.8386695 9.7274360 7.8743168 12.5414715 7.4504549 15.4382575 9.7078238 10.7283245 5.9513920 11.1433863 NA 1.8387098 13.2807032 11.2348693 8.3289419 4.4236521 8.8409453 9.7316909 7.5556835 10.8956013 8.7905603 8.9472173 9.5342690 8.6318082 -1.4831780 9.5467421 8.5855428 8.5909062 10.5125318 8.6174271 8.1054790 11.4621810 9.4085484 12.0015875 -0.4831780 1.9761803 10.0790071 9.5501877 8.9995725 9.9653972 0.1017845 4.8386947 1.3241193 14.2683087 10.1406461 10.7569597 13.4367452 8.6499068 8.7262182 10.0675114 4.1017257 7.3144264 11.2310102 10.7452827 10.1803227 11.6996695 10.4363729 8.5882270 8.5556835 10.8136808 7.5747562 3.1017341 4.2172074 8.6357058 -0.4831780 -0.4831780 9.8560579 12.5223892 10.1250195 10.7362357 9.0015875 3.5167590 10.1592676 8.3144260 9.9700764 11.4197049 8.0344342 9.5286907 8.9720918 5.2582325 10.1660208 8.3778517 10.6941842 11.3882849 13.0056717 9.1309592 11.6680984 9.2749880 10.5015391 9.4825488 8.5975822 0.1017845 8.9772207 10.6353813 11.6649361 9.0333412 10.2472348 11.3251256 8.4115826 10.1101557 11.4744108 11.0951373 6.5446708 9.4803833 7.6971212 5.9513920 7.1054790 0.5167212 8.5666131 6.5935809 13.0508851 9.9838606 9.2058890 11.0634180 10.6121616 9.6543962 5.7928892 10.9397991 8.9985642 7.3176650 10.1296331 2.5167716 5.8476813 7.9513931 4.4709598 6.3559677 3.6866910 9.6473352 5.4236555 9.9074979 6.7572220 NA 1.6867022 10.8030336 10.6591909 11.6483001 10.8852711 11.4785761 8.1036046 8.8345842 6.7181040 10.8262410 11.4776716 10.3700742 11.8625857 1.1017173 0.8386695 NA 10.0010840 8.9101552 9.1231698 5.2582325 12.9872964 14.1188835 10.9967974 7.4568727 9.9843702 NA 1.1017173 NA -1.4831780 14.0580125 7.6941844 9.1615222 11.3119926 NA 8.6095219 9.1201129 10.9586713 7.6434688 10.5855429 9.6703167 9.2841215 9.2997628 9.1570096 11.1052451 10.6819857 9.6854367 10.5387856 8.1406463 9.6642176 7.1424737 10.9879318 4.6868927 7.4356278 10.5808337 -0.0012473 0.0087528 0.0202030 0.0080567 0.0077783 -0.0015243 -0.0074720 -0.0230180 -0.0471240 -0.0415960 -0.0012473 -0.0012473 0.0087528 0.0087528 -0.5555700 -0.5555700 -0.5555700 -0.5555700 0.0310140 -0.0049844 0.0230050 0.0023581 -0.0639720 -0.0740880 -0.0074720 0.0020805 0.0185230 0.0000000 -0.0171160 -0.0351760 -0.0471240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.556 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.556 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5508758 6.7164367 9.7274360 7.4269876 1.3241193 9.2370089 8.9985642 10.0941084 9.0304922 11.3522387 9.6370025 0.1017845 6.0866203 9.5160601 3.8743150 7.1054790 10.7905602 8.9720918 1.3241193 7.2582315 4.2446816 NA 8.1606207 7.8067835 10.9833127 10.7870600 11.1059382 7.6639693 1.9761803 NA -1.4831780 9.9192438 7.8743168 9.1148170 NA 7.7359330 9.506159 10.218071 8.261599 10.248508 9.034434 5.387128 10.490462 5.146122 9.465132 9.875965 7.004605 6.992498 10.189632 6.494044 12.940800 10.340530 9.971578 13.294842 13.046317 6.976196 8.167817 9.696674 8.343313 9.422904 6.691690 13.117433 8.716437 9.972092 6.646047 2.976199 9.902088 8.222397 12.331647 9.800432 12.001588 9.606215 7.311181 10.495475 11.050338 8.649907 15.330233 11.699669 11.338539 13.381483 10.554655 1.686702 11.162423 10.137443 10.655036 8.377852 8.092304 9.972605 12.392994 10.874866 11.528865 2.686680 6.380951 7.384044 10.849920 12.973247 7.774153 NA -0.483178 10.502962 12.612326 11.615935 7.462209 11.128942 11.436187 12.626350 10.787060 11.406839 10.266634 8.124095 10.708132 5.909082 8.771793 6.988439 10.011120 5.482548 7.324119 12.179982 9.096080 11.312196 10.696674 3.160614 14.014897 7.611476 6.417631 9.887659 9.920842 10.132394 5.040327 8.417631 10.526943 8.746785 11.220668 5.101726 11.777390 11.037138 NA 12.210360 10.762317 10.652795 2.217200 11.358329 9.791725 2.324119 10.057861 9.896684 7.872116 8.994523 9.001587 9.219370 5.494044 8.269981 5.539134 10.635381 10.550188 11.075903 13.050885 10.768839 11.199320 10.129633 10.905589 7.525193 6.131474 9.798115 9.732904 3.040331 7.453137 -0.483178 11.279977 12.336301 9.315237 5.865493 8.609522 8.537745 10.274988 TCGA-B0-5400 59 0 NA 1733 kidney stage iii t3b n0 m0 female 2008 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.04414491 3.74375192 10.81302542 10.69060182 10.30004282 7.04955780 3.23678342 10.36490615 NA 9.52024367 7.83435222 1.98884826 10.37364593 8.77349695 7.99448695 10.14431295 NA 7.36824016 10.28256954 1.57381076 11.78246553 9.99518826 7.90175147 5.46459639 9.07765052 12.24772266 11.03428059 9.32089868 9.17745118 16.62671113 9.58877515 8.11814530 7.11298364 3.68929916 8.88368007 7.11298364 12.60080916 9.08425937 12.42934211 1.42180228 8.34008865 5.87150609 8.75373389 9.16628186 3.94305864 9.92402727 9.14241420 11.26614960 6.75041356 16.51154964 7.74040615 10.68822207 9.04820675 12.45493867 NA 8.44624299 15.59147410 10.47971308 7.40249026 4.31079089 8.72526400 8.91812054 9.42557386 11.24772266 8.14620920 7.95752927 8.47469156 8.66834219 -1.01100636 9.12713412 9.29833848 10.03598619 9.53960900 9.42557386 6.95464650 11.18460965 9.58784520 12.72748231 6.26498673 2.89574855 9.97470410 8.97042949 9.20681999 9.59063308 NA 0.98884826 1.79622395 13.75067313 6.25564802 10.44058849 11.07367064 6.30174493 10.29378383 10.62503363 4.27426166 6.93722903 10.19404456 9.98180058 11.32341483 11.35943793 9.77758048 8.12071895 11.12104060 10.94378554 4.94305864 3.38118645 1.57381076 9.94523839 3.84684429 NA 9.98604168 13.94237665 8.36824060 10.50061485 8.87608284 2.15878941 9.33426747 8.26265772 9.03027510 8.92990992 5.71678243 9.74875036 7.10780293 6.30781101 9.88216370 7.59248843 11.24625006 11.42035981 10.10064999 10.15125354 12.55491625 9.40671480 9.48471718 9.36498754 12.76488392 0.57385922 6.57382439 10.94777740 8.39740425 7.13642315 9.83983034 10.99132562 5.61821810 9.84528775 11.84800873 11.02297334 6.12841302 10.51682783 8.70382884 6.10780293 7.40249026 NA 7.28807059 5.09738746 12.26294914 10.32759856 9.12071921 11.29150117 10.06032454 8.71166973 2.31077635 11.45065624 10.16441183 8.88670774 9.55586753 -0.01115174 4.66128785 4.48071751 6.66128785 6.55871764 4.15878941 9.15376912 5.41512654 10.49512520 7.41973270 NA 1.31080543 11.24330039 10.68800083 11.04786859 10.31191698 11.04244879 8.71337620 6.87760562 6.37204839 9.97185577 10.00706246 9.77513188 10.78287187 -1.01100636 NA -1.01100636 9.98180058 9.85691304 8.53382651 7.27426446 13.82466592 13.50874414 10.80544595 8.76774417 10.69449458 NA 0.98884826 NA 0.57385922 13.77042684 6.17868676 8.11039561 11.49838980 NA 7.08689414 8.82175230 10.35080595 6.59619274 10.66658184 10.41879196 8.67711249 8.82016939 9.90399464 11.46510215 10.33869628 9.20439532 11.28807024 8.13352037 8.52219192 7.23203616 10.19465542 2.81362730 8.07632500 11.36254304 0.01610900 0.01195800 -0.07214000 0.27695000 -0.00526100 0.00000000 -0.01119800 -0.00609040 0.00041593 0.00332990 0.00332990 0.01610900 0.01195800 0.01195800 -0.07214000 -0.07214000 -0.07214000 -0.07214000 -0.02178400 0.00346870 -0.01945200 0.00000000 -0.05347600 -0.05347600 -0.01119800 0.00152550 -0.01519100 -0.23508000 0.26122000 0.00750000 -0.00069303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4172224 7.8217523 7.8957528 7.1078029 -1.0110064 9.6227657 11.6707594 10.9445557 10.2146721 12.2977828 10.7277989 2.5738350 6.3287126 10.0056704 3.2638757 8.0028825 9.9099594 7.1078029 NA 6.2649867 4.2742617 2.1587894 8.5887750 6.9488636 10.8036770 9.8343522 11.0938933 6.8957534 -1.0110064 NA 0.5738592 10.7146545 7.4276539 8.5606148 NA 7.7167824 9.84684320 9.76611757 9.25213130 11.13924417 8.27426446 8.19831538 9.17373759 3.31079089 10.37040516 9.22846086 7.25095684 6.49665728 9.32425257 7.88368007 12.68398173 11.65286500 9.25564872 13.22060841 12.03359786 6.03325560 9.14747181 10.39240694 7.72695448 9.84217180 5.74374922 13.09395227 7.32871262 5.89575339 6.94886362 3.51242918 11.39426964 8.46662059 12.96040577 8.64528699 12.72748231 8.43180554 6.40671523 10.96220087 10.30909863 6.30174493 16.47954077 11.35943793 11.10195322 12.66801239 10.30287890 0.57385922 11.25183789 9.81382094 11.09477075 7.59248843 7.26963259 10.29207219 12.19801094 10.01192341 10.38493179 1.98884826 6.11814581 4.63271608 11.13033078 11.69535824 6.23678916 -0.01115174 NA 10.64841223 12.37661030 10.61898366 6.91959990 10.14936392 11.22637095 11.93027670 9.83435222 9.83983034 11.20742547 6.96614203 12.00584455 4.77022119 9.51731625 5.82175103 9.31191698 7.48870780 7.91367452 11.46661545 8.75704659 11.07433470 9.31529179 2.31077635 13.80973921 8.82982895 5.05495264 7.44007349 10.61685196 8.95608861 1.98884826 7.82806601 9.81143298 7.57382439 11.74791817 6.40671523 11.47343342 11.55444035 -0.01115174 13.10861394 11.21165709 10.29264292 1.57381076 10.32926871 8.82016939 0.57385922 10.06367267 6.55110530 7.09215034 7.52802114 8.87608284 10.24010201 5.55871764 8.14873332 4.44829309 10.94777740 10.79460610 10.41460269 12.26294914 10.42140415 10.39027506 9.55586753 11.71784557 7.63271826 5.96614203 10.37364593 9.47770647 1.31080543 0.98884826 0.98884826 11.02194105 11.85061407 8.04414491 1.98884826 7.08689414 9.04414463 9.17373759 TCGA-B0-5402 64 0 NA 1290 kidney stage iv t4 nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 2 4 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.456566e-06 6.936026e-08 15.2173913043478 23.9130434782609 8.69565217391304 41.304347826087 10.8695652173913 8.4840910 10.4315357 10.0879126 9.5709955 10.1598624 7.5693187 -1.7636605 7.4466888 9.2668306 -1.7636605 -0.4947188 4.8211285 9.0216160 10.0076530 6.8800194 11.0493435 11.7185934 8.4185581 6.6198678 11.4445503 11.5956386 14.2091267 10.1237650 11.4332266 7.8907993 5.6455547 8.0175233 12.6601395 4.7597258 -1.7636605 8.2682093 9.1859902 9.9165231 9.4781467 2.6955930 0.8211387 8.6592795 9.6624282 10.1827043 9.9279071 5.5670799 6.7118968 10.5416553 10.5953641 6.1370301 9.8490321 3.5937123 9.9235392 10.9037187 8.4805273 7.5467764 2.2361558 10.9368200 9.5250296 10.5771263 8.2005044 NA 10.7978978 1.3438626 9.7252037 8.2445922 2.8800194 10.5052902 9.0902527 8.6122891 9.6923126 -0.1788613 5.9435229 9.0467352 1.6955930 12.0280387 9.9010553 11.6730052 5.4358352 13.0660919 13.5953297 10.6322331 9.1609018 10.5388025 16.0006983 9.5058747 8.1355205 11.8184232 4.5580900 9.2127276 7.6791071 10.3893989 7.1279469 12.3037660 0.7470866 6.9580829 9.5467764 10.8471884 8.9598246 3.0435195 9.4413459 7.6873750 12.2399450 7.4911925 13.7921115 10.6394419 11.0694232 7.9943868 11.5293478 NA 2.4061012 12.1897235 11.5513131 7.2305172 3.4060876 9.1557717 8.5227212 9.4179369 10.8755042 9.1119129 9.1249068 9.5547063 9.0619174 -1.7636605 9.5365161 7.7159435 8.9112386 10.7167013 8.2695868 8.1279474 11.6668814 9.0386798 12.7570891 2.2361558 1.4061012 9.9809974 9.5799600 7.6198678 10.1149808 -1.7636605 5.1065284 -0.7639054 14.2093228 10.0427131 10.1834352 11.2409107 9.9244138 8.9182804 9.6707918 3.1903620 6.8618723 10.0216160 11.1905417 9.3479513 11.3562362 10.7677887 8.4817163 8.2599179 10.9489054 3.1903620 2.7597311 4.0941432 8.4110893 1.5580717 -0.7639054 8.6476746 13.1459160 9.0635062 8.4541212 9.3814588 2.9366097 10.1572606 8.2900894 9.0733814 10.7933879 7.9572628 8.8609591 8.1385386 5.2134445 10.5893103 9.5815687 11.5045593 10.7469277 13.3920095 8.8890086 12.0687569 8.6759944 10.0968626 9.7893127 6.8872157 NA 7.7419752 10.9920943 13.4047683 9.1834716 8.8863178 11.5594998 6.8582148 10.1449315 12.3136469 10.4303048 3.4456208 9.5558357 7.5107048 4.5580900 6.1003491 -0.7639054 9.1527896 7.4959070 13.3670558 9.5405148 8.9112386 10.8849705 10.1606050 9.8003130 8.3420720 10.6053601 8.8342160 7.7597258 10.0843952 0.8211387 4.8655180 7.8836220 2.9910456 7.8323533 2.9910456 11.0043479 6.6024851 9.5612834 5.4959062 NA NA 10.3654466 10.3082961 11.7388710 11.0579375 10.7332669 9.4259881 9.9287006 5.8804529 11.0421089 12.0353440 9.9178412 11.2306938 0.5580717 -0.1788613 NA 10.0991883 8.9985456 9.5376597 6.0627111 13.0738407 14.7011240 10.6728751 8.0957604 9.1011235 NA 0.8211387 NA -1.7636605 14.9047577 9.1896326 8.9985456 11.6114746 NA 8.8211260 9.1886353 10.7116437 6.0043486 11.6235078 9.2599179 9.4935515 8.4073404 9.4259881 11.1657918 10.6772921 9.9615299 11.6403737 8.1698544 10.1657919 10.2671755 11.0362545 4.2897091 7.1646224 9.6697489 0.00332990 0.00083195 0.00944910 0.57648000 -0.00027724 0.00444110 0.00694350 -0.00277070 -0.11260000 0.01321300 -0.25261000 0.00332990 0.00083195 0.00083195 -0.59779000 -0.59779000 -0.59779000 -0.59779000 -0.05293600 0.00180300 -0.60158000 0.00444110 -0.28281000 -0.28281000 -0.59292000 0.00000000 0.00555290 0.00875280 -0.58677000 -0.01642900 -0.12001000 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.598 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 -0.283 -0.582 -0.113 -0.113 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.598 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 -0.283 -0.582 -0.113 -0.113 10.2894106 6.7399898 9.5609067 7.0063979 0.4564908 9.0142406 12.8050697 9.7156962 9.0060015 11.5158844 10.0419074 0.8211387 6.1126814 8.8012657 4.3236295 7.2613033 10.3179799 8.1385386 -1.7636605 6.4935513 3.0941516 0.2362171 9.2709624 6.9708732 10.7864871 11.0493435 10.4322278 7.2501838 1.0434845 -1.7636605 -0.1788613 9.8476495 7.9589708 8.8700669 -0.7639054 5.6791057 10.5606254 10.5637161 7.4407346 10.9244139 9.0690536 5.3446865 11.1051789 4.4456142 9.9572627 9.8448804 6.1786788 7.0753668 10.5064588 7.3076262 13.6106936 10.6741757 10.0555444 13.0694490 13.1066728 7.5146131 8.0207983 10.0595308 5.4358352 9.2599179 4.9910501 12.9692848 9.1881766 9.1026697 5.6112019 -1.7636605 10.5997508 9.8346814 13.6379430 9.0894730 12.7570891 9.7964964 7.7616842 10.1672704 11.5986553 9.9244138 15.3971379 11.3562362 11.2095022 14.2577725 10.9795254 0.2362171 11.2216498 11.0350403 11.6718338 9.5815687 7.8800200 9.6791071 13.0423103 10.4864620 11.9392009 5.6624277 4.6112019 7.0175233 11.0573396 12.8602736 6.6327684 -1.7636605 -1.7636605 11.1934470 12.4360659 12.0216027 7.7399892 11.0918107 11.2333430 12.9006664 11.0493435 11.4445503 10.1237650 6.3909823 11.8841840 5.9435229 9.0467352 5.3859107 9.8504133 6.1370301 7.3782706 12.8442867 8.7037690 11.7503845 10.6187876 1.9365908 13.3806226 4.7987090 5.3446865 8.8964626 10.0084781 9.9134427 4.1430505 9.0109507 10.7976901 9.5117060 10.5430797 5.4160729 11.4162281 10.8838468 -0.7639054 11.1072988 10.2554068 10.1172775 0.8211387 10.9799461 10.3657685 2.9366097 9.7878719 9.3884483 8.7685195 8.0026924 9.3814588 9.0299130 5.6284820 9.5052901 5.1786788 10.9920943 10.4163836 11.2548854 13.3670558 10.7219928 11.7986445 10.0843952 9.8876637 7.7439579 6.0499444 9.2522754 9.0785138 -0.1788613 1.0434845 -0.1788613 10.4589585 11.1708422 10.0338251 5.3022532 8.8211260 7.9313917 10.4697832 TCGA-B0-5690 53 0 NA 3392 kidney stage i t1b nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5989714 10.0765571 8.9214991 6.9698493 10.1371946 6.7058867 4.2436691 5.8291417 9.0652037 -1.3107903 1.8477564 4.6432732 7.0110058 11.6710022 7.9905743 11.4506295 12.1545171 7.3437143 7.5747744 10.6414555 12.3071196 13.2237131 10.5713392 11.5176115 9.0813956 7.5778216 7.4605681 10.3270616 5.0813950 -0.3109693 9.5044615 9.2871308 10.4687976 9.9546933 3.8590054 1.4964112 8.2047780 9.5762990 10.5736304 10.4834942 6.0641176 5.0110080 10.1356447 10.3561898 7.7169840 10.3548583 3.4439646 10.4058977 10.7362022 8.3508566 7.7658940 2.1485112 10.8372370 10.5072610 10.4679768 7.4769811 NA 10.4708027 0.2740529 8.8952257 7.7058867 2.0109946 9.5195934 10.4439658 9.0233516 9.1932020 -0.3109693 6.7923660 9.2379002 2.0109946 11.5274944 9.7538209 10.8970077 7.7871105 11.4062727 13.1217506 10.9238957 8.5377010 11.1333167 15.6105938 9.4964332 8.8912020 9.4907867 5.2282376 9.5602134 7.4101774 10.5298562 7.4704376 12.3320325 2.6718368 7.8674443 9.5329993 12.7824133 8.9334422 4.6432732 9.6925961 8.8875234 11.7271399 7.1153433 14.5917066 11.9634564 10.3949655 9.5793425 11.3159281 NA 4.1485112 12.8718605 10.7262820 8.5671290 2.3895117 6.8489496 10.6742086 7.6374458 11.5294628 9.5929600 9.8457935 9.1627841 9.0995295 NA 10.0002589 9.5423879 9.4161479 9.7100582 9.1829338 6.6315932 11.1716770 10.1064034 11.8535139 -1.3107903 3.6432790 9.5563570 8.9021824 8.6777630 10.5586721 NA 6.1566838 -1.3107903 13.4678741 9.0322640 10.9747695 12.5789624 9.3843065 9.3202554 9.8330991 4.6663589 6.3895186 11.3705363 10.7725576 9.8985316 11.4459035 10.7358612 8.3685584 7.5563574 10.4506295 6.4033240 2.0109946 3.7334737 8.6476311 1.8590154 NA 9.4794268 12.4473015 9.2674511 9.8652514 10.3070048 4.1870076 10.1408045 7.8311856 10.6254622 13.4856249 7.5314282 9.8807544 5.9464665 6.7818357 9.8640039 9.4118857 11.0635744 11.1369364 14.1825585 8.9663656 11.2241106 9.1819329 9.3455030 9.0586756 9.2077313 0.2740529 9.0641176 10.8902833 11.1511306 8.4042339 10.4489665 11.7401172 7.9721665 10.2136199 11.1879275 11.1741528 6.4101783 9.6932988 8.7409670 5.6079428 7.9488216 NA 9.8546135 7.7114460 12.4123126 9.6940009 8.0706212 11.6004702 10.0081859 9.8196489 8.2224080 10.6731371 9.0488280 7.0510218 10.7117928 4.1485112 4.9744788 5.1809315 2.2740529 6.7389272 4.8789019 10.0482787 7.7497742 11.0832596 5.6456008 NA -1.3107903 11.1602454 10.6183367 11.5701922 11.1013834 10.9908602 7.2777932 9.0864001 6.4298703 13.2525725 11.4685924 10.0416735 11.8720933 0.2740529 0.6891202 NA 9.9991230 8.9488216 9.8247876 5.2889897 13.9992295 14.3131026 11.9689790 7.5238967 10.3707559 -1.3107903 1.4964112 -0.3109693 NA 13.5194944 8.5914535 9.4297024 12.7004803 -0.3109693 9.2388630 8.8669213 10.8960926 6.1069303 10.3441617 9.5322141 9.6663582 8.9928590 8.9334422 11.3322580 10.3143305 9.8495801 10.3179794 7.8838352 9.4940159 9.9470554 11.2691013 5.5443215 7.4291967 10.0416735 0.00041593 0.00000000 0.45479000 -0.00235530 -0.00730100 -0.00075914 -0.01064600 -0.00069303 0.00847430 0.00041593 0.00041593 0.00041593 0.00000000 0.00000000 -0.48481000 -0.47860000 -0.47860000 -0.00719580 -0.00650500 -0.00235530 0.00083717 0.01349200 0.00319100 0.00319100 -0.01064600 -0.00308310 0.44189000 0.00166420 0.00805670 0.00000000 0.00847430 0.000 0.000 0.000 0.000 0.000 0.000 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2296907 6.7389272 11.4372711 7.2292841 NA 9.2824695 5.4704393 10.6482434 9.7531474 11.0433497 10.0372532 2.4964368 6.2047785 9.6138907 4.6198179 8.6975070 10.2032992 5.9464665 0.2740529 5.8689880 4.8388257 -0.3109693 8.6989067 6.4101783 10.8462515 11.4506295 10.8603364 8.0355920 2.1485112 NA -0.3109693 9.7463932 7.8664976 8.3825652 NA 6.7169840 10.917897 10.174908 7.853985 10.085683 8.783156 4.180928 10.813523 4.974479 10.031153 9.082469 7.232110 8.398162 10.064118 8.061944 13.412099 10.162784 10.378203 13.467053 12.695580 7.622415 9.511649 9.809964 6.325703 9.743004 6.649081 13.083273 10.410177 8.968689 6.055400 4.046631 9.970429 9.726625 12.723619 9.292705 11.853514 9.427171 7.329323 7.332934 11.076826 9.384307 15.041173 11.445904 11.180681 12.668325 11.100324 1.010995 10.924195 10.326609 9.965784 9.411886 7.399885 10.120053 13.060310 10.509257 11.614444 4.619818 6.243667 6.347290 10.625348 12.548904 7.792681 NA NA 10.361062 12.760457 11.597086 7.111143 10.835647 11.544531 13.370426 11.450629 10.641456 10.571339 6.922697 9.083541 6.595969 9.174907 7.164811 11.174908 7.716984 8.298257 13.932417 8.946466 11.756513 10.527888 2.274053 13.686655 6.543946 5.955864 9.500598 9.755840 11.491191 4.011004 9.754494 10.379076 8.981400 11.493411 4.521968 11.316840 11.487348 3.974483 11.734326 10.552103 10.130466 2.010995 11.391251 9.950586 1.689075 10.214599 5.389519 9.369438 7.703099 10.307005 9.734381 5.303788 9.369438 6.037806 10.890283 10.640268 11.192159 12.412313 10.414871 11.131503 10.711793 11.255132 7.972166 5.303788 9.955865 10.275918 5.868988 2.148511 NA 10.859316 11.797738 9.594465 4.643273 9.238863 8.354414 10.019995 TCGA-B0-5691 66 0 NA 3431 kidney stage i t1a n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 1 1 3 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.4166779 11.6143940 8.4550604 9.2746388 10.9279963 12.0388918 14.3907455 10.7913886 11.6951115 8.7338376 6.9956292 7.9736979 13.1019887 3.9449990 NA 9.3087995 9.5213521 10.1369432 9.9369294 3.7226081 -0.8622342 8.3471013 9.2873950 10.9349040 10.2591814 5.5805917 5.0683871 10.3543936 10.1929303 5.4044331 10.4160972 7.0624607 10.2111199 10.4391440 7.9320635 7.5427889 0.1376347 11.4073589 9.8197646 10.6577754 8.2091102 -0.8622342 10.8840488 1.5891882 8.9107869 8.1005436 0.7226409 9.8320056 9.7235492 8.5321104 9.0284896 2.1376347 5.8925343 9.0609753 3.7815066 11.9774421 9.5857640 9.5847310 6.3855760 11.5012679 13.5864094 10.5639126 8.3422192 10.3360929 15.9030375 9.5159426 8.6274956 10.1404629 4.6295023 9.5950286 7.4685646 10.7370958 7.2304048 12.5247227 1.8358837 7.9192042 9.5213521 11.0320867 8.2771990 5.7670032 9.6224707 8.2513901 12.2603141 7.8518933 14.5672043 10.2376530 10.2186985 9.0683852 11.3028688 NA 4.8925367 12.1871560 11.8221773 7.8241486 2.1376347 7.8136049 9.9995102 7.3519666 11.4559081 9.8958711 8.8258982 9.0324657 9.3237621 1.9450083 10.0415297 8.6960686 9.7587839 10.0830917 9.7886994 8.5597124 11.4602999 9.5940022 12.6000222 5.2037376 2.8380845 9.8232726 9.4020905 8.1765666 10.4442791 NA 4.4595759 6.1034326 13.0336017 8.4459869 9.9578267 12.6268686 10.2739981 9.0415297 9.7431273 5.1376470 6.6454423 9.7869039 11.4550604 9.9393562 11.2963111 10.9697467 8.5639124 8.2949947 10.4259372 7.6093228 3.9449990 3.5299708 7.7706428 2.9450083 -0.8622342 9.0385146 12.5761798 9.4334166 10.1298780 10.4880345 3.5299708 10.2270983 7.3950354 9.9298198 11.8630141 8.4437094 9.0639437 7.2565890 6.5555002 10.0932977 9.5909184 11.5064270 10.2688617 14.2308590 8.5061544 11.4802781 9.1874963 11.0698626 9.2643523 10.1206413 3.2251052 9.6264921 11.5183794 11.2527565 8.1253096 9.8638660 11.2720741 7.2873947 10.3243811 10.8406862 10.6951115 5.7523579 9.2435563 7.8406168 4.9705362 6.6845425 NA 9.4242056 7.6335031 12.6320034 9.6592483 8.8380876 10.7936257 10.0808952 9.7751783 7.2720745 10.5230356 8.7244876 7.7150765 10.9936842 2.8380845 3.7815066 7.5083352 2.8380845 8.8484543 7.1702446 10.9300314 6.5639132 9.3772463 5.8408585 NA 0.7226409 10.8987834 10.4224719 11.3531808 10.9886160 10.4126083 9.5039700 10.0497512 6.1418129 11.4029698 11.7034639 10.0639437 12.4769411 2.7226190 0.7226409 -0.8622342 10.2330449 8.6941538 9.8346153 3.3075742 14.2033584 15.3003735 11.8374371 8.5135559 9.7806021 1.1376347 0.7226409 -0.8622342 3.5970782 14.8481314 8.9657843 9.1956394 12.4305445 -0.8622342 8.9239175 9.1359280 11.2137953 5.7075027 10.1641712 9.1996939 10.0164651 8.7207306 9.0110919 11.3234524 11.1316476 10.1990189 10.8056463 7.5597128 9.5878281 9.3212832 10.7697342 5.4595759 7.3827252 9.2487834 -0.00013862 0.00291330 0.00708260 0.44054000 0.00124810 0.00083195 -0.00211300 -0.00636680 0.00221930 -0.00013862 -0.00013862 -0.00699540 0.00291330 0.00291330 -0.45971000 0.00298510 0.00638710 0.00638710 -0.45190000 -0.00207840 0.00694350 -0.00084747 -0.00138580 -0.00138580 0.00263570 -0.00304750 -0.00152430 0.00180300 -0.01243800 -0.00953210 0.00221930 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.2104504 6.6454423 9.6719507 7.1163013 1.4595890 8.8188863 9.5427893 10.5981395 9.2422466 11.1271417 10.2017169 1.4595890 6.2772000 8.8363524 5.2873947 8.0415294 10.7188484 7.2565890 NA 6.4863765 4.5970782 -0.8622342 8.8206423 7.0445384 10.4401725 11.4166779 10.4181808 8.0415294 0.7226409 NA -0.8622342 9.7787963 7.9956287 9.0505371 1.4595890 6.1929299 9.984705 10.579554 7.748673 10.727767 9.462953 7.103433 11.133062 4.995629 9.964990 9.246172 5.781504 7.302555 10.294995 7.418419 13.569668 9.594002 10.301926 12.952030 12.951930 7.915725 9.050537 10.134827 7.356816 9.491897 8.615406 13.154804 8.806533 10.599127 6.547039 2.597078 10.296257 10.182042 13.167453 9.112062 12.600022 9.397391 8.770643 10.514316 10.151668 10.273998 16.010347 11.296311 12.429969 12.991737 11.315379 2.722619 10.677776 11.677049 10.891700 9.590918 7.641474 9.771551 13.077686 10.908725 11.700126 4.137651 5.225109 7.802984 11.305380 12.567055 6.995629 1.137635 NA 10.574880 12.335939 11.736124 7.062461 11.206762 11.4105691 13.2348569 11.4166779 10.9279963 10.7913886 6.8655687 10.2714322 6.6214629 8.8206423 6.8311349 10.4108606 5.4044331 8.9594218 13.2888015 8.9173670 11.8786934 10.7756311 2.8380845 13.6062718 6.8384337 6.2356792 8.0074573 10.0527802 10.1298780 6.8171282 9.8083041 9.9466120 9.5105128 11.3537873 5.7226108 11.7530476 11.5227013 2.8380845 12.3916430 10.0889325 10.0932977 0.7226409 11.4003299 10.0317077 3.3075742 10.2084396 9.2474785 9.3519668 8.2277603 10.4880345 9.2309333 6.4044348 8.4929988 7.8757401 11.5183794 10.5927027 10.9701423 12.6320034 10.3280898 11.0962005 10.9936842 10.6133813 7.6729231 7.4774976 9.4652005 9.6989357 3.3855691 8.6474228 1.1376347 10.8561807 10.6902929 10.1772523 4.2669289 8.9239175 8.3543935 10.1256223 TCGA-B0-5692 66 0 NA 3944 kidney stage iii t3b n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.62653259 10.18289114 1.52697021 8.59308145 7.44073631 1.71962155 10.62690378 9.73296022 8.56826055 9.53668511 3.42007812 6.54618605 9.63850072 7.65627540 10.04550509 10.82652759 9.38763611 2.62653259 10.86860336 12.57440852 10.58614369 8.95085855 10.79645313 16.15719454 9.65332824 7.58691633 9.98525250 4.24319684 9.22842262 7.38141576 10.36259174 4.17907308 12.19701634 2.20507967 9.33287439 8.21549272 10.34671539 9.02227653 1.88955142 10.15686945 8.06615110 12.10361176 7.51080056 16.08995839 9.48035743 10.69134991 6.52699212 11.74564214 -1.28033465 2.17906512 14.88193049 12.48409447 8.13326554 6.26653170 7.53662101 9.92420858 9.52053736 11.10953771 8.63850072 8.87065415 7.97938061 8.90698948 -1.28033465 9.81371515 8.66800457 9.50590720 9.87508828 9.46110450 7.97230321 11.67846748 9.74061747 12.58411387 3.11194940 -0.28033465 10.13061882 8.97702543 8.88202886 9.49277673 -1.28033465 4.00504062 1.52697021 13.64031602 10.60304451 10.42613348 13.53472055 8.89456315 9.96042888 10.36123771 4.52699525 7.32326377 10.19992283 10.20647254 10.40613803 11.29056765 10.21699037 7.93152587 8.03025054 10.83044707 3.57762218 1.71962155 5.11195357 9.63924573 1.30462785 0.71966535 8.92176121 12.77720624 9.92726197 11.38119294 8.65627540 NA 9.48367976 8.39029365 9.97458939 10.87445564 6.88956237 9.31862053 9.99051685 6.29434505 10.35217842 8.42699682 10.20496368 11.95729565 12.20521529 8.66946407 12.09059730 9.10442132 9.83207700 9.02113378 11.75064942 -1.28033465 7.46447142 10.59500287 6.46521048 7.91350759 9.84375888 11.15087391 8.97348500 9.76266474 11.45730736 11.27230663 4.04156717 9.98173238 7.81252646 6.26653170 8.08814372 NA 8.57294725 6.69118099 12.43538505 10.82587330 8.74200520 10.94695261 10.66727443 8.68830417 5.96756520 11.07753583 9.29233774 7.39559497 9.91316288 -1.28033465 4.90946111 4.67383340 6.95239414 8.64593362 4.69691747 10.02341824 5.02341949 8.98173223 5.53265047 NA NA 11.51628557 10.59000228 11.34488973 10.99080868 11.04522405 9.09032497 9.20546680 6.80056215 10.65848196 10.97082404 9.98466639 11.57917227 -0.28033465 -0.28033465 -0.28033465 10.16465230 9.55805368 8.63700953 7.09032523 13.34927873 13.14884808 9.72174928 7.41896743 10.33664569 0.30462785 -1.28033465 1.52697021 4.11195775 14.59771238 7.17084843 8.19739561 10.45941809 -1.28033465 8.52215386 9.25910650 10.65921673 5.69691747 10.77288461 10.32280021 9.41747386 9.26266922 9.30272025 11.49997222 10.82554604 9.17701832 11.12610830 8.29328449 9.77016634 6.62050430 10.10496063 4.55959582 6.16804226 10.92267954 -0.00083160 0.00138680 0.01674400 0.54965000 -0.00553750 -0.00318590 -0.01106000 -0.00027724 -0.02055700 0.00541390 -0.00083160 -0.00083160 0.00138680 -0.00141370 -0.56773000 -0.56773000 -0.56773000 -0.56773000 0.00485790 0.00221930 0.00903120 -0.00981850 0.00277450 0.00277450 -0.01106000 -0.00290910 0.00027728 -0.56654000 -0.00346270 -0.00083160 -0.01794100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.105500 7.433883 9.158429 7.471148 NA 9.746852 4.673833 9.337766 10.220479 11.608400 10.706901 1.526970 7.120517 9.895811 2.526995 7.345347 11.030534 9.990517 NA 6.864296 5.889564 -1.280335 8.789759 6.924209 10.920156 10.435171 11.377836 8.120517 1.304628 NA -1.280335 10.715405 7.919310 9.349905 NA 8.549360 9.0837721 10.0738869 7.7694861 10.0667052 8.6533281 7.7308648 10.0319533 5.1625807 9.9870094 9.3008380 6.8945631 7.2856917 9.7454691 7.4745253 12.9886180 10.7364458 9.6272792 12.9277194 11.9413757 6.7252626 8.4861665 9.6716507 7.7026312 9.6614188 7.6265282 12.7781367 7.9168540 9.7154047 4.1790731 0.7196654 9.5884600 8.0683656 12.4112720 8.4728541 12.5841139 8.4644714 7.7224524 9.3055390 9.7660795 8.8945631 14.9609690 11.2905676 11.0429738 13.2236495 10.6533282 1.7196216 11.9890564 10.5521320 10.4205106 8.4269968 7.5140536 10.1022616 12.4506383 11.3774026 11.4720140 6.7857271 6.9770257 5.7420062 11.0804846 11.9988128 5.1625807 NA -1.2803346 9.8117340 12.6029490 11.1379882 7.0859600 10.2519935 11.285454 12.431197 10.435171 10.278058 10.167754 8.656275 11.416388 6.656276 9.712576 5.817669 9.898925 6.919310 6.120518 11.951283 9.019990 11.525381 9.385862 3.526995 14.169463 7.235810 6.454347 8.534380 10.273747 9.620504 4.420078 8.915625 9.946652 7.962812 11.788584 6.334347 12.615781 9.779658 1.041593 11.357394 10.791770 10.351269 1.304628 11.172136 9.594619 4.719638 10.534620 4.392063 8.449258 9.100099 8.656275 9.594603 4.967565 8.930309 3.807097 10.595003 10.328816 11.121850 12.435385 10.609142 10.802784 9.913163 11.196637 7.254913 6.334347 10.105500 9.550153 2.041558 2.041558 -1.280335 10.725613 12.015359 8.641478 4.243197 8.522154 8.518919 9.958042 TCGA-B0-5693 47 0 NA 4074 kidney stage i t1b nx m0 female 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7879101 8.0744546 NA 10.4901992 2.5277710 9.1333483 7.9145992 -0.3684766 10.1402962 10.1263666 8.1393058 9.3084467 -1.3684766 5.8409642 9.0453821 1.2164859 10.9392810 9.9989258 9.6731702 6.4259275 10.7068732 13.0060072 11.0366524 8.7123286 10.7611160 15.6683393 9.6580345 8.6731702 10.0619635 4.7189753 9.5820669 7.5141538 10.2332817 7.0065505 12.2808795 1.5170741 7.2761244 10.0624862 11.7385646 8.8675252 6.4580588 9.8752800 8.2295634 12.6117399 7.6087908 14.1232514 9.6928822 10.4329324 6.9076358 11.8752800 NA 2.4388783 12.0860673 12.8080738 7.8651307 2.4388783 8.6704300 9.8132845 6.6922068 11.4730754 9.6016169 8.9746968 9.1956606 8.7582156 -1.3684766 10.4132805 8.5202541 9.3543186 10.8324096 8.9669014 7.4738616 11.5515140 9.8871298 12.0513395 0.2164859 3.5384016 10.0393099 9.1324026 8.5308678 9.8900770 -1.3684766 6.0744541 0.9534515 13.8148750 8.4275504 10.6789758 12.2728854 9.4145091 9.2023154 9.2968469 4.0909466 6.8888991 10.2708517 10.9568164 9.1658140 11.8944207 10.5436519 8.6016170 8.0387786 10.9258446 4.5384016 1.6315234 0.9534515 8.1213589 -0.3684766 0.2164859 8.9352918 12.6693153 9.3249980 10.3444678 9.6329192 4.3561579 10.5331322 8.2572200 10.5203760 9.5857073 7.3763451 9.4452922 5.5857077 5.1367656 10.3657973 9.1521297 11.2640518 10.7265783 13.0036279 9.0024708 11.7973601 9.0130541 10.8241120 9.4925979 9.8008096 NA 8.2202255 11.3034943 11.9930107 8.7727114 9.5110942 11.6550921 8.8699158 10.5030312 11.1188486 11.1810550 6.8163859 9.6607982 8.1570124 4.2462180 7.5972950 -1.3684766 9.0313230 7.5202541 13.0121750 9.5064923 8.6073588 10.8997606 10.2928437 9.6301015 8.2145935 10.5625366 9.1243656 7.1393058 10.2572199 3.8014381 3.8409667 9.3457565 4.9331005 7.6759048 4.4388650 10.7196367 7.4259267 9.5959819 5.9309927 NA NA 10.7400355 10.6462289 11.4234878 11.1949456 10.8657297 8.6301015 9.1774407 6.7276986 12.1832193 11.5457092 10.0811756 11.5809730 NA 0.2164859 -1.3684766 9.4925979 9.2852517 9.7945317 3.8409667 13.5564626 14.8782516 11.0937576 7.3245100 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8163863 7.0909423 10.6700871 6.5898893 -1.3684766 8.8262679 6.6145052 10.0738636 8.0806598 11.1815748 10.0635309 0.6315234 7.0152154 9.3241265 3.0238231 8.4452922 10.6556118 5.5857077 -0.3684766 6.7189739 3.6759062 -1.3684766 9.0130541 6.8746851 9.9984014 11.1263666 11.0912423 6.8213352 1.4388783 -0.3684766 -0.3684766 9.8812171 8.2089400 9.0108895 NA 4.8603322 10.475825 10.294179 7.991260 10.498790 8.813905 4.216470 10.958221 6.372978 9.804563 9.328479 6.231425 7.278970 10.359431 7.324998 13.380700 10.235601 10.224435 14.165662 13.021142 7.865131 8.919223 9.369603 7.264506 9.552608 3.331949 13.183580 9.220226 9.653185 5.438865 3.216470 9.616641 9.283460 13.533179 9.751101 12.051340 9.378025 8.141286 9.045139 11.961728 9.414509 15.122268 11.894421 11.187059 14.068353 10.524054 1.631523 10.949489 10.442083 9.911122 9.152130 8.119351 10.292398 12.868646 9.020604 11.502644 4.489492 6.526329 5.090942 11.188257 12.750776 6.386399 NA -1.368477 11.016025 12.560214 11.820546 7.603054 10.971083 11.3193240 13.0480447 11.1263666 11.0414323 9.9735857 5.3863971 9.5179697 6.7710629 8.8274983 6.3319506 10.0630086 6.0409012 7.6759048 13.3154147 8.9249826 11.6861153 10.4169634 2.0909550 13.7442763 6.8029376 6.2388423 9.0665354 10.1318550 10.3215090 1.6315234 9.2959583 10.4299828 9.0216799 11.2267685 4.3863971 9.8354706 11.3431780 0.2164859 11.9361475 10.4460935 10.2798686 0.2164859 11.2510432 10.2027897 0.9534515 9.5798782 6.9489232 9.2164735 8.9284272 9.6329192 9.0238713 3.0909381 9.0270451 4.9169113 11.3034943 10.4531893 11.0323904 13.0121750 10.6490154 11.2473705 10.2572199 11.0262417 8.0409017 4.0909466 9.5578070 9.8033133 2.3319631 8.2713220 -1.3684766 10.3504719 11.2791291 9.8348589 2.7189643 8.5187314 8.6840792 10.0387788 TCGA-B0-5694 71 1 480 NA kidney stage iii t3a n0 m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA 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10.4671514 6.2374452 12.5026281 12.3340184 10.5160017 9.1174525 10.7896708 16.1667718 9.6041709 8.2594716 8.4630048 4.0730576 9.2402168 7.9997120 11.4459984 6.8297874 12.5244115 2.3042482 8.4205527 8.9615915 10.8905934 9.0527052 1.5369978 9.6517888 7.9666214 11.6515286 7.5901169 15.2035472 10.1354302 10.8126737 9.1721795 11.7571418 NA 7.9632701 13.6235397 11.5936431 7.1692736 1.5369978 7.6580208 9.5437522 6.8732891 10.6714317 8.3749486 8.5944556 9.6297626 9.6897973 -0.7848806 9.4306102 8.2037620 8.9964371 10.1634445 8.4438959 7.7228717 11.5678491 9.8544181 12.1371041 0.2151194 0.7999991 10.1174525 8.8876971 9.0352563 9.7773198 NA 3.6745058 1.5369978 14.0611553 8.8892697 10.2429833 11.6273825 8.6948576 9.8084684 9.8813014 4.1692756 6.6662879 9.7991003 10.6978853 9.8688181 11.1839421 10.2811665 8.5944556 7.8553220 11.0977203 6.0977203 3.2150728 5.5188593 9.4438961 3.5370102 -0.7848806 8.9699649 13.3458892 9.9310393 10.2992213 9.2164854 1.1896032 9.5073988 8.0574275 10.0319570 11.9845019 7.1339405 8.7307772 6.2918927 6.5004802 9.9336101 8.5901166 10.8544180 12.0856347 12.9008116 9.3275167 11.9760051 9.0192082 10.5296605 10.3711603 8.9480927 0.2151194 8.1663620 11.1539218 6.7885735 8.8737351 9.2037620 11.4144429 8.1952167 9.8288667 11.7915617 10.8670259 5.6908110 10.1091371 8.4088490 4.8297887 7.9666214 NA 8.6621606 6.8444334 13.0847675 10.0769397 8.3546285 11.2935617 10.2388316 9.5933721 7.0977203 10.6819848 8.9276044 8.1952167 10.1083789 0.7999991 5.1458160 7.6745087 2.5369978 7.2972263 4.6073954 10.5137127 5.2374452 10.8398728 5.9429977 NA NA 10.7464587 10.5933722 11.5445934 10.9628507 10.5543706 8.2065993 8.4049018 6.2165422 12.1616181 11.2683244 9.8901522 10.9703822 -0.7848806 -0.7848806 NA 9.5987817 9.4736433 9.3812403 7.7149234 13.8405578 13.7435925 10.6271178 6.8565513 9.9590701 NA 0.2151194 NA -0.7848806 13.7685866 7.7581093 8.7109324 11.5403827 -0.7848806 8.0352560 8.9365355 11.1242203 6.0094927 10.6465749 9.3787271 8.6413419 8.8224077 9.3262131 11.1268438 10.6434375 9.5392579 11.0542811 7.6786015 9.6215587 8.6116822 10.4912017 3.9155209 7.9132957 11.0167857 0.00722170 -0.00421840 0.00235810 0.54983000 0.53362000 -0.00401620 -0.00429290 0.01406200 -0.01063800 0.00722170 0.00722170 0.00722170 -0.00421840 -0.00733390 -0.60593000 -0.59429000 -0.59429000 -0.60033000 -0.01092200 -0.00277070 -0.00193990 0.00124810 -0.59906000 -0.58490000 0.00000000 0.00069327 -0.00138580 -0.16357000 0.01614600 0.01474900 -0.01063800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.534 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.534 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 10.2669659 6.5096974 10.1076201 7.0950277 1.2150573 9.3456479 8.6009398 9.7796555 10.5381321 11.3359890 9.7347135 0.7999991 6.5004802 9.8205568 3.1219603 8.4220917 10.2016304 6.2918927 0.2151194 5.9155161 5.1923559 1.2150573 8.8480724 7.5324900 10.7499881 10.6897973 10.6341052 7.1923569 1.2150573 NA NA 9.9033276 7.4771722 8.8480724 0.7999991 6.2374452 10.282512 10.092361 7.956544 10.381868 8.609540 8.085442 10.411065 4.259468 9.935322 9.390003 7.231885 7.481864 10.036054 6.866129 13.070432 11.036054 9.902453 12.545294 12.615290 6.615956 8.626588 9.648663 8.436664 9.205181 7.344361 12.884405 8.769666 9.353349 6.404901 2.215088 10.099248 8.831626 12.665129 9.083900 12.137104 9.027255 7.472465 11.989247 10.718406 8.694858 15.521887 11.183942 11.378098 13.850909 10.636090 NA 10.732255 9.231885 10.647619 8.590117 7.359736 10.007054 12.350145 10.085442 11.221400 5.237445 4.572629 7.354628 10.984089 12.129649 7.527960 NA NA 10.241601 12.675917 11.185895 7.203762 10.747920 11.3336940 12.6652575 10.6897973 10.3051832 10.2811665 6.8371296 9.9068209 5.6244694 9.4098341 5.8444334 10.1406317 6.4818640 7.0094927 12.7800389 9.4594410 11.5554838 9.8307069 1.8000405 13.5293773 4.8224089 5.4438950 9.2529811 10.1384048 10.1346856 3.8000405 8.6371422 9.5748268 8.2037620 11.6572433 6.6244680 11.5228473 10.4086026 3.3850030 11.6660308 10.6611267 9.9707995 -0.7848806 11.5998611 9.6755332 2.0224388 9.7513245 7.2094309 8.5571520 10.8108010 9.2164854 8.8981071 2.9155209 8.7189030 4.8875009 11.1539218 10.4275737 10.7663049 13.0847675 10.5415068 11.1667263 10.1083789 10.9446980 8.0479675 6.6329298 9.6867525 9.5268257 0.2151194 NA NA 10.0151683 11.1148458 9.3353151 3.3025384 8.0352560 8.6621606 9.9582288 TCGA-B0-5695 61 0 NA 2150 kidney stage i t1b n0 m0 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3191688 9.7229818 8.6583061 9.4910161 0.6752740 8.1862747 10.8574587 5.7940883 7.8754557 9.7864484 11.1009482 8.9374074 10.4018715 11.8403452 10.7971052 4.5432113 9.9270317 8.3629331 5.6571655 8.8169091 NA 8.0555574 7.0982185 12.3252873 10.7900961 9.1663640 10.7926960 10.1461748 9.0770456 4.6753135 10.8042736 9.2565132 8.4967679 10.7523954 3.9079770 3.6013162 5.3306660 3.0538238 7.1182559 3.4408459 10.5661849 4.9827426 9.7100401 5.4929363 NA -0.6465638 11.3881835 10.6563090 11.2944322 10.9187247 10.6719274 8.6696660 9.3950232 7.7277503 10.9416307 10.9451406 9.8959328 11.6229496 2.1607266 -1.6465638 -1.6465638 10.3837069 9.3519750 9.0328645 6.7712372 13.0849157 13.4227504 11.2346897 7.5990559 10.3360217 -1.6465638 1.3533798 3.7109331 1.9383611 14.5275300 8.0133802 8.4474622 11.5714937 NA 9.0160530 9.2764594 11.0927433 6.3133874 10.3331670 9.9031692 9.5707365 8.4408476 9.2907584 11.7065314 10.3864634 9.7142316 11.3220513 7.9717700 9.1826079 6.6843012 10.0324247 4.7639639 7.2867509 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1.16072661 6.29589931 9.26552551 3.44084592 6.59178861 10.99249909 6.03988412 NA 6.71970642 5.94584177 1.35337976 8.57134234 7.22374882 10.80001816 10.85596775 11.30179013 8.14617508 0.67527397 -0.06160128 -0.64656378 10.11327269 7.95886413 9.29736454 NA 7.56770363 9.9768088 10.1186707 8.5905945 9.9327005 8.3392265 8.2160221 10.6659839 4.9827426 10.3035759 9.6803757 6.4671262 6.1799330 9.7595896 6.7370891 13.5872663 10.5734605 9.8128162 13.4371132 12.1624492 7.4619091 9.8397168 9.8939969 8.8097389 9.9453743 7.0080207 13.3660091 6.7065319 10.9230029 4.0813055 0.3534362 9.8143524 8.8611790 13.2465913 8.9175341 13.8469899 8.7295099 8.5170343 11.4096836 10.0607438 9.4677775 14.0141604 11.7507905 12.1113995 12.9178913 10.8663718 2.3533798 10.5466018 10.4385250 10.7638359 8.8107654 7.3618131 9.8547241 12.9092918 11.7801735 11.5167198 5.5725532 5.6571655 7.4302000 11.2630902 12.3480032 7.9156273 -0.6465638 -0.6465638 10.5758776 12.9034098 11.2997352 7.0778988 10.8487400 11.34579187 12.63139836 10.85596775 10.24326873 10.75559724 7.71093658 11.46500932 6.08809494 9.24364885 5.77123590 10.14128717 7.35056443 8.83215424 12.84014606 9.23296792 11.69587597 9.99859269 2.81280624 14.77364088 8.13413775 7.13146190 7.96012302 10.59238630 9.69156383 5.58220372 9.13228302 9.87596616 8.85422635 11.54197339 7.45141637 12.72148171 9.97452071 4.56284075 10.47459422 10.42986615 10.22874992 -0.06160128 10.79295578 9.51451642 3.84523913 10.83619249 5.46190830 9.20122486 7.29002253 9.84573842 9.80540436 5.19887521 9.19101256 4.02580842 10.85745870 10.66711793 11.07597866 12.32528729 10.46940352 10.75586375 10.75239537 10.67981408 7.48524165 7.66853402 9.72243648 9.47685939 2.81280624 4.69323603 NA 10.71368301 10.76734825 9.17276526 3.52331103 9.01605304 8.25123006 10.83644452 TCGA-B0-5698 77 0 NA 3631 kidney stage i t1b n0 m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 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3.3171304 12.4386606 0.7321389 7.2882875 9.4291322 10.1915962 8.1072040 3.9020929 9.3171272 7.8089803 11.9579745 6.8196273 15.6162273 10.0036277 10.2771677 8.6979489 11.3948330 NA NA 13.0930117 11.3930519 7.1915962 3.5395187 8.6209078 9.0221836 7.8196273 9.3431895 8.1500173 8.3903762 9.2790592 9.1833756 NA 10.0742393 8.1072040 9.7321645 9.5713683 8.2078982 6.9800916 11.5640814 8.8869826 13.2727770 NA 2.3171304 9.5587130 9.0941083 8.3975005 9.8920359 NA 5.7321634 NA 13.6197660 8.8665909 9.8819117 13.0962993 9.2078980 8.9269216 9.5330645 3.9020929 5.0540931 10.2320105 10.5053038 10.1688762 12.0099867 10.5036540 8.8036271 8.7655875 10.5650547 3.3171304 1.7321824 4.0540931 8.7094447 0.7321389 NA 9.3615212 12.1266273 9.0267854 9.9391790 8.8562858 3.3171304 10.0359454 7.9609831 8.9836469 10.4395237 7.5003488 8.6390552 6.8819117 5.0540931 10.2419397 8.8717158 11.1330441 11.8646643 12.9857167 8.7433918 11.0059602 9.2280197 10.3114805 9.6360465 8.4532636 NA 7.5523433 10.8354524 10.1294756 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8.9942595 9.2751964 0.7321389 6.2240171 10.8380731 9.9464838 7.3020201 11.2220126 8.3394951 4.8196273 10.4377970 5.5395187 9.8717160 9.1287695 4.9800939 7.1915962 9.9919078 6.2557273 13.3046280 10.1936440 9.9170399 13.7806515 12.0198770 7.6863612 8.1072040 9.4870522 9.2674401 9.9824630 6.0175679 13.4579569 7.9020899 8.7928606 4.7321661 2.3171304 9.4151593 8.6569772 14.5822537 8.8143136 13.2727770 8.3171272 7.6269822 9.9513331 12.0825513 9.2078980 14.1935162 12.0099867 11.5085977 13.3576452 11.0585941 0.7321389 10.3975005 7.9705695 10.2848337 8.8717158 7.3468745 9.8970716 12.9210625 11.2270202 11.4239081 0.7321389 5.1915982 4.3171304 10.9391789 12.3001207 6.9020893 NA NA 11.8498077 12.6621627 10.8665781 7.3171268 10.7942107 10.960983 12.777924 10.634540 10.263546 10.010614 7.346874 11.818964 5.732163 9.040504 6.286754 10.139432 4.819627 5.941618 12.925662 8.715158 11.700831 10.686361 NA 14.591699 4.779181 4.819627 8.856596 10.237976 9.729344 7.626982 8.902090 10.249834 8.596351 11.439524 6.881912 12.231512 9.914559 NA 10.750365 10.324622 10.441248 1.732182 11.416036 9.436068 2.732161 10.374216 8.526581 8.830197 8.720849 8.856286 9.048672 6.539520 8.748973 3.317130 10.835452 10.542736 10.968179 12.690355 10.673212 10.934288 9.773824 10.958577 7.072015 6.432604 9.415159 9.133044 3.902093 5.639056 NA 10.732165 11.377472 9.343189 4.054093 7.697949 8.309593 9.689267 TCGA-B0-5699 53 0 NA 3841 kidney stage i t1 n0 m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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14.61145595 10.33779950 11.53946768 8.86697812 5.37211283 7.77554444 10.93689848 4.92801494 NA 7.68662448 8.98152932 10.30709001 9.82367724 1.82366785 1.82366785 8.31873260 9.89352967 10.63713781 9.04960763 6.66161993 6.56244546 10.06970525 10.06160422 5.92801494 10.74967664 4.40863714 10.72755906 9.60306826 7.56783822 7.47616374 0.82366785 11.11967566 10.18868725 10.65403394 8.07160448 NA 10.98343758 -0.49817873 9.60803725 7.86588356 0.50171938 10.08342055 9.67979148 8.87352563 9.35395861 2.67167834 6.59450675 9.15638524 -0.49817873 11.14740758 10.41912117 8.60765766 4.78715033 11.13313996 10.20132155 10.40638371 8.56514436 10.05489839 16.56815897 9.47544648 7.92170945 11.08200769 4.40863714 9.88112742 7.78483766 11.09723977 4.17417469 12.07314626 1.73135705 7.93270315 9.47185503 10.63745846 8.24152990 2.96117878 10.03215541 7.18122880 12.72031237 7.54887276 15.86259596 9.85489596 10.65275617 7.46175118 11.33542988 -0.49817873 1.08671584 13.30875180 12.36516109 8.26993361 2.30911797 7.95913026 9.79003842 8.36748246 10.95424779 9.15010673 8.62845356 8.88976647 8.76619163 -0.49817873 9.74730179 7.68165798 9.17946875 10.14560537 8.05441819 8.42210178 11.66526045 9.47185503 13.18939819 0.08664791 1.30911797 9.94469259 10.26958595 9.17329012 9.84881680 -1.49817873 5.50174803 0.08664791 13.64018094 5.44426288 10.06303706 12.91478199 10.20392179 8.79522082 9.48545541 3.96117878 7.27982598 10.64289837 11.19697741 10.24868331 11.93748450 10.79090347 8.04090777 6.84604444 10.45921397 4.22967251 1.67165570 4.25663330 8.80667077 -0.49817873 0.08664791 9.11461767 13.17875298 10.55940243 11.03410509 9.50456418 2.41343161 10.14018508 8.09046392 9.61079620 11.13792056 8.70142153 9.24152966 3.85930369 5.05633641 10.72303416 9.25830550 12.12128135 11.34802306 12.72808607 8.86409853 11.39410219 8.98657192 11.26101318 9.67854556 7.32192809 NA 8.27653621 10.77408728 10.60681298 9.68684750 10.02922620 11.25057094 8.93429092 10.09467325 11.09046379 11.06970519 4.20219045 9.41014179 7.95217687 6.04090777 5.83266727 -0.49817873 9.22966963 7.44426370 12.76948682 10.39011187 9.55431717 10.95630551 11.10583899 9.76149239 6.97342415 10.70545502 8.83378573 7.17770655 10.24826347 1.30911797 5.21599304 5.04090996 1.30911797 4.14560410 3.71119753 11.02775923 5.55703016 8.98455717 6.25369435 NA NA 10.90715657 10.74104929 11.69172808 11.52567672 10.91643440 9.09327150 9.91270390 5.53803214 10.60043926 11.86820797 10.41949412 12.36235117 2.82366785 NA NA 9.94676404 9.02531096 9.55906404 7.93637764 13.16079733 14.13647511 10.22754146 7.49915466 9.83490443 0.08664791 1.50177032 NA NA 14.60986516 8.70754239 9.09233616 11.28495200 -1.49817873 8.33463933 9.00404402 11.63922063 6.73536918 11.12059345 9.58522847 9.41688153 9.01843416 8.95912997 11.47221455 10.83769770 10.09654031 10.63970084 7.81236216 9.86204761 6.94883209 10.38362784 3.92801020 6.82628916 9.90848554 -0.00332430 0.00388540 0.02020300 0.00624810 0.00124810 0.00000000 -0.01230000 -0.01422800 -0.03653800 -0.00332430 -0.00332430 -0.00332430 0.00388540 -0.00862720 -0.72172000 -0.71158000 -0.71158000 -0.71158000 -0.71328000 0.00624810 0.01433000 0.00000000 -0.00091765 -0.00091765 -0.01230000 -0.00595220 -0.00113130 -0.00207840 -0.01615400 -0.01752900 -0.03653800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5481910 6.7063206 9.3866827 6.6942395 1.3091180 9.6464073 7.3123212 9.3903478 8.8691638 11.3464922 9.9820344 1.8236678 5.6616214 9.6754262 3.2566333 7.3123212 11.0115242 3.8593037 0.5017194 6.9446922 5.0409100 0.8236678 8.8337857 6.6154913 11.0257766 10.9288000 10.8752859 7.3314714 0.8236678 -1.4981787 0.5017194 9.9389810 8.2004538 9.2457419 0.5017194 6.5296554 9.7069314 10.5396392 7.6940416 10.2740637 8.8832921 3.5892122 11.0392102 5.3965671 10.2151357 9.9657843 6.7778734 6.7732118 10.4468271 6.4732934 13.2974337 10.2172822 10.1146177 12.8200801 12.9275551 7.6102734 8.3409530 9.6252239 7.4442637 9.0389675 6.0409078 13.2327499 8.5825665 10.9311559 4.4086371 2.4086304 10.0467135 9.5852285 12.7574416 9.2296696 13.1893982 9.6323197 8.0810653 8.6741767 10.9665501 10.2039218 16.2160953 11.9374845 11.9004928 13.1948004 10.8298630 0.5017194 11.2806476 9.5685110 10.6174431 9.2583055 7.5434085 10.0853021 13.0294094 10.6492721 11.7686791 5.0716039 5.9855642 5.9196023 11.3153299 12.6668131 7.9570765 NA NA 10.7233363 12.7126487 11.8592860 7.5268889 11.0428457 11.41164222 13.28069892 10.92880000 11.20802928 10.33779950 7.01744872 11.08436156 6.59450675 8.85930120 5.25663707 9.88599327 5.92801494 7.58389812 12.49599117 9.58987488 11.75648252 10.87977299 1.50177032 14.67159586 5.62855782 6.10166268 10.59512374 9.88112742 9.67355148 5.08671160 9.24405861 10.50350914 8.70264785 11.37442404 5.65149663 11.56968760 9.63874017 0.50171938 11.91060957 10.30103073 10.43359462 0.82366785 12.18056931 9.90209499 2.74968443 9.77437890 5.30910341 9.32272586 9.70509720 9.50456418 9.08090465 1.67165570 8.60634784 4.54614128 10.77408728 10.41912117 11.85930113 12.76948682 10.57889863 11.38343668 10.24826347 10.90156113 7.13474460 6.10166268 9.64321766 9.70937353 1.30911797 NA 0.08664791 11.16863884 11.79655367 9.88058590 4.73056931 8.33463933 8.47616374 10.30870148 TCGA-B0-5700 77 0 NA 1790 kidney stage i t1a n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 3 3 5 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.1904272 10.5281716 10.1740039 8.6426113 9.8164519 6.4014137 2.5236623 7.3688591 8.5055230 NA -0.3335161 3.7253049 9.2678312 10.2185504 6.5592945 9.9457350 11.7772813 5.2241098 11.3076506 9.4685285 11.9622541 14.4182693 10.2509100 10.6063514 7.8847365 5.2892037 6.2997740 9.7144825 6.1324802 NA 8.2157626 9.3010899 10.2905303 10.0002139 1.2017593 0.7866800 8.3154843 9.5919111 10.2752142 9.2073665 5.9831008 9.5865259 9.2931776 10.6426112 6.8670785 10.0904854 4.9296632 10.9965640 10.9215587 6.8527941 8.1056241 3.4496670 10.2365411 10.1989216 10.4160612 7.2785572 NA 11.0526555 0.2017593 8.7062035 7.4825127 NA 10.1213503 9.4614854 7.9091010 9.7605167 NA 6.2570238 9.1457220 2.2017279 10.3559273 10.3457629 9.2157626 4.0090963 9.7599428 13.5828118 10.8410828 9.1904267 10.6274824 16.6805275 9.9125485 8.1354328 9.8873669 4.0597273 8.4209106 6.8016553 11.1187411 5.3310244 11.8851754 2.0497353 7.0059378 9.3603518 11.5773246 9.0219211 4.7563295 9.8838589 7.4353619 11.6591230 7.0219205 16.1885282 7.6570690 9.1465274 7.2944994 12.1387480 NA 0.7866800 13.4501885 12.5954006 7.8527935 3.9021797 7.2241098 10.2898678 7.9831019 10.6185396 7.4963625 8.5326590 8.7428386 8.6280069 NA 9.7164561 8.8201276 9.4906082 11.1946804 8.9566297 8.0659282 11.6409912 9.9364517 12.2027984 0.7866800 0.2017593 10.4514481 9.7952078 9.3653918 9.6280067 -0.7983661 1.7867218 1.5236623 14.2282655 8.2324094 10.2637882 14.2384308 7.2017417 9.9305129 9.8536907 3.2017436 7.0472319 10.7932644 9.7035792 10.3921841 11.7413444 9.8182909 8.2461363 8.0346323 11.3384128 4.5940588 1.5236623 3.0090963 9.3374513 2.5236623 NA 8.1790218 12.9235889 8.9194184 10.2529510 8.2434011 2.5380166 9.7253040 8.0721069 10.7090908 12.9318937 7.5636859 9.9847403 6.9499352 4.8456004 11.0163245 7.4544079 10.6940961 11.4314621 13.1914913 9.6138778 12.3297364 9.2185504 10.2590569 8.9125484 10.5919111 3.4496670 7.4401466 10.7394458 9.3312441 9.4379358 9.9532862 11.6156344 8.4038659 10.2610865 11.0882008 11.5699757 4.5940588 9.8969703 8.5345173 4.6611738 8.1026088 NA 8.1146315 6.0090963 13.3501392 10.3444873 9.0534912 10.8406304 10.6316718 9.2129693 8.1588439 11.0708616 9.5427048 7.6935950 9.2115708 1.2017593 4.2892074 7.4591299 0.2017593 8.7213785 3.8456004 10.4796106 6.5680640 9.4389521 5.8599546 NA NA 11.0885818 11.0191255 11.1533910 10.9570470 10.7125062 9.3335991 6.6363709 6.6987949 10.9711667 10.4057017 9.5168915 10.7611192 1.5236623 NA NA 9.8464996 9.6079470 8.0090969 5.4111957 12.8647442 15.0866757 10.4001872 7.7231066 10.1010990 -0.7983661 2.3716704 NA 2.5236623 12.7400523 5.7095360 8.2865504 10.8437937 -0.7983661 7.6280066 8.9763316 10.4778665 4.0090963 10.8825411 10.6042212 9.2984572 8.8383666 9.3489470 11.5208497 11.4949263 9.3977294 11.2745446 7.5236702 8.9108259 7.6855576 9.0705646 2.9851907 7.6862022 10.3483108 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3037177 7.0219205 9.6217023 6.8741674 NA 9.3089592 6.8882428 9.9760679 8.8292759 11.7669560 10.1602948 1.5236623 6.9021821 10.1183680 0.7866800 8.0440924 9.8455982 6.9499352 NA 5.9432087 4.2461344 0.2017593 8.8653002 5.0090963 10.0587589 9.9457350 11.5039640 7.4544079 0.2017593 NA -0.7983661 10.6955975 7.7753890 8.3915667 -0.7983661 5.9432087 10.2461362 9.9474165 8.7563308 9.5225427 7.9056457 4.8741674 9.5438168 4.1559354 9.8599536 8.8794616 6.2461363 7.6975973 9.5876045 6.7095360 13.0462517 10.8956646 9.1775900 13.7988053 12.1287792 6.1442565 8.8237939 9.2865504 7.2570248 9.6036883 5.7409006 13.5188013 7.8527935 9.9566295 5.5055226 0.2017593 9.6174838 6.8164525 14.1464999 8.2073668 12.2027984 7.9228413 6.8016553 10.3316691 12.4298092 7.2017417 15.5184479 11.7413444 10.4233292 14.2012136 10.1078811 1.2017593 11.3704142 9.6100718 9.1191141 7.4544079 7.1904272 10.4001872 12.4625146 8.9091013 10.9603817 1.5236623 6.5504698 5.4871454 11.2745446 11.6400141 5.9961582 NA -0.7983661 10.3200343 12.7356801 10.7581811 7.2017417 10.4317625 11.5309778 12.0676686 9.9457350 9.4685285 10.2509100 5.9699264 10.4172751 4.7867061 9.0889626 6.2570238 9.3425719 6.8670785 7.1617436 13.0923787 9.1775900 11.2098205 8.9649545 2.5236623 14.3430909 6.1245349 5.6111340 9.5226780 10.3609827 9.8644104 3.4496670 9.2310294 10.3946513 8.6153699 11.6529532 5.9159869 10.8541389 9.9682709 1.7867218 11.4877222 11.1060003 10.4650113 -0.7983661 10.6431301 9.5756947 2.0090963 9.6217023 9.9682709 7.7409006 7.7486363 8.2434011 9.2612487 3.0090963 8.9732316 6.1675265 10.7394458 10.1559384 10.3187358 13.3501392 10.9330611 11.3476742 9.2115708 11.3060132 8.1176213 5.7563321 10.2129693 9.5214142 0.7866800 7.4274796 -0.7983661 10.2732044 12.3474147 8.8127668 4.6611738 7.6280066 8.1960955 10.2386025 TCGA-B0-5701 65 0 NA 2461 kidney stage iii t3b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.63569e-06 7.97643e-07 9 19 19 30 23 7.1592810 11.8438126 10.6045527 8.4053249 10.2895859 9.3437058 4.3278813 7.3614850 9.4449892 NA 2.1240303 3.3278742 5.5258215 8.4716390 5.6154575 10.2205577 12.2328253 7.9886108 10.4425418 10.3450167 11.5699341 13.9896569 9.9039761 11.0744940 6.8986292 5.1711548 7.6833617 13.3689763 4.4103411 0.2403754 6.9198978 9.4040678 9.3939700 9.2333563 2.6998403 -0.7595025 9.4015498 9.3091962 10.6208791 9.4859708 7.1352363 11.1222968 10.5315887 10.7272531 6.3065065 10.9473457 5.6666828 10.5974201 10.1807316 9.4314773 6.4978055 2.8253786 10.5924614 10.0621920 10.5177054 8.2902668 5.1946150 9.9048653 0.5508022 9.3882081 7.9852516 2.0477827 10.4486524 9.7863477 8.3515537 9.6747440 3.9953036 6.2738403 10.3920689 3.4103411 11.9934258 9.9776653 11.9479929 3.3278742 12.1244683 10.2977329 11.2957005 9.1652306 9.6498089 15.2933257 9.1946143 8.2004200 11.0521941 4.0984027 10.2119615 7.4644200 10.8328751 5.0217773 12.7057293 1.5623279 8.9603545 9.1123233 9.7472214 8.2004200 2.5623523 9.5327397 8.7201984 12.2889049 8.2460427 14.9440464 9.6926593 10.8445635 8.4203270 12.6060570 NA 7.5165423 13.7849599 11.2827614 7.3065074 1.2404365 8.6284353 7.9198984 7.7442439 10.7462296 8.4523063 7.8440441 9.1755830 9.9391227 NA 9.6001675 7.4103428 9.4364053 9.8055201 8.8770427 8.9495020 11.9647507 9.6666828 13.8800414 1.5623279 1.5623279 9.7969241 10.1577902 8.0019694 9.4966267 NA 4.4498717 NA 13.5210438 10.1284001 9.4252933 12.0439438 9.8468233 10.1763197 9.7070043 3.1473067 6.6412975 9.8449712 11.1585358 9.0983990 10.9303723 10.3664772 8.4103432 9.1960680 10.4234330 2.8253786 2.5623523 2.6998403 8.6729599 6.0217773 -0.7595025 9.9269186 13.5874165 8.7100598 10.2283926 9.1562975 2.0477827 9.3051607 7.5025128 8.7008534 8.7382700 6.8403310 8.6603782 5.5072048 7.7229837 10.0184951 9.0999529 10.3058342 11.9406410 12.4829967 8.5487572 11.8546677 9.6056469 10.5974201 9.2697053 9.4764321 NA 6.6498094 11.0303592 3.9770234 7.6382209 9.5464797 11.1792625 8.8007508 9.7120933 11.9339050 10.6977989 2.8253786 10.6693016 8.1305304 3.6998514 7.1291614 NA 7.0921673 6.7161514 11.9527301 9.7181763 9.3709886 10.9662103 10.4351749 8.8310051 4.1473067 11.0249670 9.2834454 8.5824928 9.9084165 1.2404365 4.6998514 5.8253811 3.4103411 9.2710853 4.1473067 11.5089600 4.6327335 10.9987704 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9.0509897 6.0605965 9.4265323 9.5566996 -0.7595025 1.8253786 NA 10.8277268 10.2362064 8.9216565 3.1473067 8.0890410 8.7541456 9.6056469 TCGA-B0-5702 71 0 NA 2172 kidney stage i t1b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 3 6 1 2 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.520774 8.908787 8.235015 3.105728 5.427660 10.556943 3.105728 5.565165 8.090625 9.645976 6.608233 5.806172 7.315185 10.248690 7.887091 6.353660 14.627905 9.466213 6.895809 7.851687 12.149671 7.955398 8.917374 10.980201 8.925911 3.328118 5.565165 NA 6.135479 13.161010 7.340949 NA 7.059928 6.963713 7.353659 TCGA-B0-5703 73 0 NA 2246 kidney stage i t1b n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 3 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 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11.0978280 2.9349316 11.5893306 10.7816773 NA 12.1487666 11.3269644 10.3146005 1.6130129 11.1727009 9.4331842 2.8353986 10.0024573 6.3855950 8.5749371 9.0067530 8.9258882 9.7483896 4.0280387 8.8273243 5.4374342 11.0934588 10.5143749 11.0031741 12.1490905 9.5978984 11.1589349 10.2116781 11.6358353 7.2374958 5.0724360 9.9851448 10.2753768 0.6129658 4.8094042 -0.9719967 10.4214331 11.2209919 9.4289221 4.1573267 8.0476333 8.3789819 10.4299888 TCGA-B0-5705 65 0 NA 4537 kidney stage i t1 n0 m0 female 2002 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5080404 9.2805168 10.8442780 11.7066711 13.7764886 10.2177284 11.3339962 7.9049892 4.4452765 8.0727597 11.0536196 4.8996929 -1.7725053 8.7856712 9.4251007 10.1442688 9.7340731 4.0346207 1.0346383 8.4464382 9.6238745 11.0997523 7.8926060 5.9415148 4.7350618 10.0660798 10.3047531 6.5446817 11.1772788 1.8122518 10.5051383 9.6728021 7.8854810 7.3591267 2.2272790 11.3112476 10.3338327 10.6782232 7.5310508 NA 11.3847746 2.4406068 8.8465726 7.8271826 -0.7727518 10.0805793 9.7454311 7.9653618 9.7207000 0.2272482 6.4799354 9.6393103 -1.7725053 11.1917911 10.3266176 9.2777986 3.8996977 11.0644917 13.3270696 10.8672887 8.4146218 10.0253364 15.9811328 9.3134060 8.4440156 11.0895197 4.9551919 9.3494506 7.1190532 10.4266353 4.1341634 12.5559447 1.4020127 7.3385100 9.1778256 10.8276473 8.6206601 7.7664289 9.7808991 7.9534882 12.6648918 7.7605995 16.3601944 8.5378827 11.0758790 6.4170947 11.6052936 NA 2.0346383 13.9207839 12.3953934 7.8308961 5.1220887 8.2634434 11.0006151 5.6535359 11.3790791 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10.1039386 0.3111543 3.3111543 NA 13.3324753 4.8347112 10.2165353 11.3411256 9.5567009 9.1120482 9.6948525 4.6330766 7.3335159 10.9577069 11.2329892 9.3691399 11.6039645 10.4039054 7.9405051 8.3664306 10.5339432 1.8961168 1.3111543 4.9550059 8.1628973 8.6011672 NA 9.6926912 13.2140886 8.6509982 9.0859353 9.8268481 4.2228432 9.5779348 7.8885771 9.3371460 15.4768797 5.9550035 8.7332130 5.4810729 6.2653450 9.2595154 9.0253937 11.4449327 11.2675244 12.4186923 8.7705800 11.4916791 9.5303168 10.6609823 9.2329893 11.3230743 1.3111543 7.8580426 10.5071356 8.8307845 6.1440382 9.8772024 10.7633895 9.7457765 10.0115880 12.1479876 10.9906284 4.8347112 9.6752830 8.2438357 5.7034662 7.6330766 0.3111543 10.1968447 7.4910570 12.4910573 9.7807901 8.8695689 11.2381855 9.8714811 9.5802750 5.5590757 10.8096684 8.9871054 8.3879639 10.3555424 NA 3.6330708 6.1937915 4.4810729 7.2059662 1.3111543 10.7300550 4.8961120 10.2521959 6.6509986 NA 1.3111543 10.7939562 10.3349026 11.0933274 11.0356621 10.4300893 8.7623594 9.4735396 5.8672713 11.5218196 11.4659664 9.9423254 11.3846204 NA NA NA 9.8752978 9.4144360 9.5181625 5.0115896 13.8063787 13.1440383 11.0028918 8.1364252 9.7644188 NA NA NA NA 14.2521959 8.6509982 9.0185073 11.4634331 NA 8.1120480 9.3620852 10.7613285 5.6330766 10.7478598 9.5919191 9.8904642 8.6240311 9.2240376 11.5095933 10.4835758 9.5567009 10.5519396 7.9477731 9.6262979 8.3335159 11.3832809 5.0660375 7.3664306 9.7478598 0.00444110 0.00069327 0.00722170 -0.00055444 -0.00235530 0.00180300 -0.00995650 -0.00871460 -0.02859900 0.00110930 0.00110930 0.00444110 0.00069327 0.00069327 -0.43855000 -0.41421000 -0.41466000 -0.41466000 0.00444110 -0.00055444 0.00624810 0.00180300 0.00000000 0.00000000 -0.42876000 0.00221930 0.00319100 -0.00138580 -0.00249380 -0.01505400 -0.02859900 0.000 -0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.0450110 6.7374137 9.4532554 6.8628183 NA 8.5826113 11.6251649 9.7978225 9.2798151 11.0808126 10.2941418 NA 5.8961095 9.1784271 3.1185092 6.7868812 10.2344757 5.4810729 0.3111543 6.0925077 3.4810793 1.8961168 8.7540918 6.9976492 10.1733517 11.2580545 10.4508659 8.0593412 1.3111543 NA 0.3111543 9.5614466 7.1566383 9.3986112 1.3111543 7.5872727 10.483576 10.497262 7.440432 11.010721 8.846424 9.577935 10.937770 4.633077 10.521820 9.498500 6.419672 9.082638 10.394628 8.011588 13.426192 9.994143 10.090868 12.993045 12.850549 7.409180 8.610356 9.859970 8.025394 9.664295 6.333517 13.518163 8.650998 8.614929 7.925858 2.896117 11.401922 9.238926 14.265617 9.092508 12.986444 8.997649 8.366431 11.345947 10.796978 9.556701 16.604979 11.603964 11.545966 12.957032 10.776715 6.834710 10.499737 9.614929 10.949584 9.025394 7.568536 11.055141 13.287354 11.793956 11.553131 1.311154 5.218037 6.333517 11.237444 12.438498 5.770581 2.311154 NA 10.491057 12.859970 11.590132 6.955005 10.993265 11.496643 13.000273 11.258055 11.038201 9.800996 7.911061 12.669250 7.131327 8.587273 6.633077 10.164458 6.786881 6.440431 12.346600 8.770580 12.062692 10.662087 1.311154 13.927697 7.650999 5.896110 8.628018 9.747860 9.871481 5.633077 9.021955 10.792948 8.205966 11.569125 10.028825 12.237444 10.268250 1.311154 12.429440 10.113665 10.259516 1.311154 11.477311 10.037366 4.118501 10.052615 5.896110 9.121720 7.614929 9.826848 9.573760 11.682925 7.940505 4.118501 10.507136 10.411811 11.085935 12.491057 10.249258 10.925858 10.355542 10.795971 7.577935 5.703466 9.537560 9.800996 NA 2.896117 4.481073 11.396621 10.667468 9.953200 5.770581 8.112048 9.175334 9.942325 TCGA-B0-5707 39 0 NA 3744 kidney stage i t1a n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 5 1 7 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 4.855218e-07 2.4390243902439 21.9512195121951 36.5853658536585 29.2682926829268 9.75609756097561 8.3766581 10.1792399 8.6665439 8.7574133 9.7445463 8.5363545 2.8489183 10.2223600 8.7922167 -1.0579923 2.2967511 3.9420265 5.4811891 5.8727672 6.0294926 10.4966187 12.1540703 6.2639583 10.8200808 9.5109360 11.4001802 13.4889244 11.3651458 11.1324720 8.6232684 4.6969175 6.5567390 12.6074769 5.5419422 3.4014666 6.0400617 9.7002531 10.3709135 10.0201808 4.2639583 NA 8.2863258 9.3127174 10.3028771 9.0815812 5.1119536 8.5344869 10.0583739 10.5921842 8.6179871 11.3522163 9.0648578 10.4522996 9.8185469 8.2503690 7.7843803 2.7493841 10.1958775 10.0538177 10.4403805 7.2774204 2.4014666 11.4191684 2.3135941 10.5288698 8.5156770 4.0713165 10.9757970 8.9850572 8.5858861 9.8759272 2.8489183 6.6073658 10.7796579 7.8727672 11.3580357 9.9441418 9.7701663 6.4655925 9.5530548 13.8656360 10.4478415 9.6171049 7.4498246 15.8890390 9.3870448 8.0505545 11.4093808 3.8000094 8.7828079 8.1094483 10.9812917 6.1708484 13.6101947 3.5858879 8.8833416 8.9150096 6.1804343 9.0294926 1.9420453 9.8085361 9.6750453 12.0071094 7.1119546 14.5106636 5.6144566 9.7821705 8.0027256 11.2149513 NA 8.3598826 12.0700242 12.3142148 7.8459115 6.3514216 8.0790212 10.4562508 10.1852039 11.8137427 9.3797821 7.2274321 9.4348846 9.4685291 7.9164444 9.5677388 8.6320279 9.7085589 9.3039736 9.2446688 8.7812338 11.4840945 9.5033179 14.3294415 4.1899589 2.1119661 11.1075651 9.3224911 8.9121358 10.3503597 NA 4.1899589 0.5269702 13.3874975 10.9423821 9.7282996 9.5840816 8.4218103 10.4782772 11.7515971 5.8000120 8.2458108 5.9973127 10.9570965 11.2306077 11.8959808 9.9406203 8.5695640 8.2064723 11.8688818 4.8000094 3.7493841 6.1119557 8.3724825 7.9020320 -1.0579923 9.4975776 12.1602904 10.5759333 10.9020319 9.6171049 3.8924979 9.1636170 7.6493891 10.3057869 10.1863937 7.6250242 8.6355168 6.8845442 3.7647602 10.3792618 8.3407737 11.8962262 11.6962911 10.3530112 9.6320279 12.8122983 9.1490441 8.7812338 8.6614186 9.6223894 1.2639358 8.3766581 10.2639580 4.8385434 8.0074192 10.1857989 10.8564151 8.9434382 10.6372582 11.9096164 10.6969175 4.6144566 10.3719597 8.4189788 5.1119536 9.9843733 NA 8.0400623 6.0188456 12.4919349 10.6280927 8.8801394 10.7056573 10.7894789 8.8246730 0.5269702 11.1801360 9.5484351 8.8353314 10.7649990 5.6285316 3.2639508 5.6834972 4.0580653 7.7843803 0.9420077 10.6206300 3.5858879 9.2332007 4.2707980 NA 2.2639658 11.4857868 10.8239086 11.0101364 10.6429031 11.1884736 8.3535408 8.6213867 7.9548779 10.1899575 10.4408791 9.8031169 11.0423638 3.9864200 NA NA 10.5265227 9.3524814 8.2366505 1.7494055 13.1941040 10.9945980 10.0374270 8.0892095 10.4840945 0.5269702 0.5269702 1.7494055 0.5269702 14.5449607 7.3973572 8.2907580 11.8279169 NA 9.2962794 9.1103635 11.3340790 6.0713122 10.0917770 10.7327857 9.4714604 8.9193100 9.3693428 11.7188742 10.3771793 9.6682480 11.4159893 7.4927769 9.0560196 4.9643986 9.3901462 4.2833069 7.2895625 11.3651458 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6985863 6.8123943 7.6285301 7.8048841 0.9420077 9.8262005 11.7431320 7.9785331 10.3257343 11.5753453 10.7473708 1.9420453 6.2181534 9.9157273 4.1119577 5.1119536 10.7705631 6.8845442 0.5269702 7.1563491 3.6969175 0.5269702 8.3429094 7.5194586 11.1331416 10.4966187 11.5129648 6.8185464 1.5269702 -1.0579923 0.5269702 10.3656711 7.8668425 9.0993767 NA 5.0713122 9.248092 9.771753 9.504272 10.143541 8.738070 9.086688 10.479248 3.111949 10.563624 9.399411 6.919310 5.496619 9.261702 6.742929 13.521287 10.985741 9.220479 13.419029 12.474021 6.741441 9.997990 9.865357 8.875720 10.434384 5.384972 13.811045 4.111958 11.452300 4.071316 NA 9.813165 7.942030 13.172801 8.515677 14.329441 8.306165 8.635517 11.951334 10.394786 8.421810 12.704931 11.895981 12.248946 12.929827 10.584533 2.526995 10.353541 8.683497 10.291311 8.340774 7.380822 9.898406 12.629406 9.008119 11.206763 5.896226 5.656276 8.199418 11.315439 12.083818 8.795698 -1.057992 -1.057992 10.552593 12.789087 10.706466 6.953257 10.737258 11.6344275 12.3845847 10.4966187 9.5109360 11.3651458 5.0294926 8.9685533 3.5858879 9.0687345 5.0294926 8.9063708 8.6179871 9.2041248 12.6613075 9.4994935 11.3787415 9.4811887 1.5269702 15.2950561 7.8440736 6.0188456 7.3597979 10.8444050 7.6250242 3.5858879 8.8519230 9.9754529 9.5288698 11.8887535 6.8368482 10.5818228 8.8185470 5.7493841 9.8085361 10.8326742 9.9836891 NA 10.6699504 8.9574451 2.2639658 10.7653972 4.8727697 8.7542071 7.5307442 9.6171049 9.8678069 5.0294926 9.6346454 4.0713165 10.2639580 10.9809489 10.1642211 12.4919349 10.5840816 10.7784748 10.7649990 10.6263402 7.7843803 8.1611984 10.0596730 10.1768473 2.5269952 5.6834972 NA 9.2962794 10.1412790 9.0531657 0.5269702 9.2962794 8.5493604 11.3651458 TCGA-B0-5709 62 0 NA 3974 kidney stage iii t3a nx m0 female 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 1 2 6 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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1.9945797 8.4727964 9.6848378 12.1784929 9.9771262 6.4839560 5.6160606 10.3829198 10.2948359 5.8940441 12.3777771 8.5795339 9.6702570 10.8513559 8.1396214 6.6907369 3.9665597 12.6207015 10.7655527 10.6710709 8.1583178 0.2940766 10.2564564 1.1361257 9.1319801 7.7224920 -1.7060410 9.8332903 10.3766133 8.6092811 9.2486696 1.6160753 7.0152310 9.9129758 4.0490208 12.7007352 9.4201906 10.5927669 5.9014607 11.6462315 13.0373355 11.0915904 8.3357905 10.2318731 14.7361031 9.2948358 7.7515126 9.8157320 4.5609167 9.7658067 7.4130727 10.7235383 7.6560751 13.1056568 1.7350889 7.7638345 8.4876568 10.5202427 8.5120894 1.8790784 9.5921941 8.8438586 12.1725657 7.6799937 16.0319156 10.0544357 10.4104722 9.4111252 11.4847279 NA 4.3815949 13.0956378 11.6173271 7.8176936 3.8487181 7.5157188 9.4796265 8.7266735 11.5170773 10.0032154 9.4980913 9.3247987 8.9361833 1.4640409 10.0527711 8.8029166 9.6880583 9.8083524 9.5319389 7.8828460 11.6794170 9.6751337 13.1125639 4.6339833 5.2941318 9.7308430 9.1919771 8.8696706 10.2706957 NA 2.6864557 NA 13.2609974 4.5795362 9.8308644 13.1765835 10.8558968 8.8573279 9.6222455 5.1889508 6.6691714 10.6650913 11.4041254 9.8823777 11.5848762 10.9705294 8.4104755 8.5060199 10.4653083 7.5749023 4.5795362 3.1014820 7.9469764 -0.1209216 -0.7058057 9.2285597 12.6563494 9.5644269 10.1575435 10.2118766 2.4640670 10.0301106 7.3815940 9.4297959 11.5590139 8.4527412 8.5714189 7.0754909 6.1078490 9.7365567 9.5367102 11.7877369 10.5899004 13.2810402 8.7193474 11.2191295 9.4201906 10.5096646 9.3303052 11.1194879 3.6864445 9.1859153 11.2311375 8.9652215 8.2755989 9.8677788 11.2073950 6.4888877 10.0519383 11.5476836 11.0205626 6.1949991 9.5789557 8.1860974 6.1889488 7.5277514 -1.7060410 9.2541334 7.8847188 12.0570326 10.0901712 8.8996110 11.0431629 9.5325363 9.3357907 6.3439798 10.7461334 8.9243986 7.5060195 10.6560753 3.7859794 3.8790980 7.2100108 3.8176949 6.5562271 4.7203989 10.9632381 6.6428604 9.7222980 5.7138388 NA -0.7058057 11.2241296 10.2810401 11.3145907 11.1904639 10.3602207 10.1155070 10.0585677 6.0615883 11.0194978 11.4822567 10.0126645 12.4483959 0.2940766 -0.7058057 -1.7060410 10.1450997 8.9433878 9.3337361 7.6472785 14.2020080 14.8113703 11.3947939 8.1632783 10.5274516 -1.7060410 2.1014820 NA -0.1209216 14.9291127 9.0305333 9.1466611 12.5762064 NA 8.8940444 9.1566295 11.2298491 5.2366457 10.5655946 9.8352282 9.7663147 8.6982088 8.4234147 11.6243482 10.7098733 9.8601856 10.9037721 8.0456756 9.8295674 8.4065711 10.3102434 4.9122235 6.6589227 9.1821137 0.00235810 0.00305220 0.00180300 0.24140000 -0.00664320 0.00166420 -0.00774820 0.00736090 -0.02698800 -0.32077000 0.00208050 0.00235810 0.00055459 0.00305220 -0.32739000 -0.32739000 -0.32739000 -0.32739000 -0.24056000 0.04090900 -0.00235530 0.00166420 -0.00031260 -0.00031260 -0.00802440 -0.00298280 -0.00069303 0.00195100 0.00000000 0.00513590 -0.02698800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1075120 6.8828460 9.8729760 6.4859806 0.8790784 9.3247987 10.1725656 10.2034734 9.1965067 10.7570197 10.4977854 0.2940766 5.6950111 9.1127137 6.2541329 8.1443182 11.8187957 7.0754909 NA 6.4489488 5.6691714 2.2010065 8.8477608 4.5795362 10.2153142 11.1849658 10.6164090 8.3247989 0.6160753 0.2940766 -1.7060410 9.2174590 7.3521229 9.4888883 -0.7058057 7.8176936 10.1660368 10.6590869 7.7474022 10.4221259 8.7013993 5.4026574 11.0954357 5.3053577 10.4285578 9.6362063 6.0355975 8.0901712 10.2760555 7.2010222 13.6717488 9.9230327 10.3858974 13.1194879 12.5126191 8.1552185 9.6439657 10.1976369 9.1364819 9.3882091 7.4690573 13.0838690 7.6272865 8.5967704 5.8715603 -0.1209216 10.1450997 10.0435820 13.2298031 8.7109290 13.1125639 9.1135125 8.2671111 9.1790651 11.5901874 10.8558968 15.8529184 11.5848762 12.6827543 12.8006871 11.1721825 2.6160518 10.9246262 11.4384712 10.4365578 9.5367102 7.5491601 10.0233274 12.9556313 12.2566661 11.7435369 4.3815949 5.5325352 4.9234868 11.2370125 12.3373298 7.2599155 1.7535618 NA 10.8654101 12.7559307 11.7732588 7.2685457 11.1184937 11.5496028 13.2416772 11.1849658 10.5491601 9.7114567 8.2233897 11.0701533 6.9523429 8.4552635 7.6582665 10.4999248 5.8940441 8.2174590 12.9371247 9.0083771 11.9071152 10.6030393 3.1521185 13.9061937 6.7353326 6.8487206 8.3033725 9.7334430 10.4492660 7.0950320 9.7135651 10.2649565 7.6317533 11.0148033 7.3357905 13.0807585 11.4340026 3.2010222 11.6564864 10.3832509 10.4143694 -0.7058057 11.3635813 9.8982214 4.5609167 10.6081483 8.9788800 9.6194370 7.3081524 10.2118766 9.6428099 7.8525520 8.2395756 6.5609182 11.2311375 10.4476835 11.4176063 12.0570326 9.7607180 10.8337751 10.6560753 10.6577188 7.1980138 6.9594676 9.5655945 9.8677788 5.9379870 2.1014820 NA 11.3308203 10.0591027 10.0389653 3.9379846 8.8940444 8.1691128 10.1687288 TCGA-B0-5710 57 0 NA 2430 kidney stage i t1b n0 m0 male 2008 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 4 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1639378 4.1185009 10.2458220 11.4216316 8.4056657 6.9011119 1.0480967 10.5355519 10.0571027 10.7180619 7.7261855 -1.2736919 10.0430329 0.5211513 8.7513255 7.8451268 0.7262209 10.2903352 9.8885771 8.5431695 9.5966121 -0.2738663 5.8451262 8.7388104 3.5841688 11.5888231 9.4743786 10.0441636 5.9356389 10.4234705 13.3723507 10.8870026 8.5287022 10.3600891 15.0714004 9.3727445 9.0782293 9.8992382 4.9160084 10.0875812 7.8606121 9.8721179 7.0390682 13.0180040 1.1671652 8.3713219 7.6745532 11.8533740 8.9929723 4.8961120 9.4074241 9.1217200 11.8439912 7.4091805 14.8923108 12.4878409 11.0571502 8.4091805 10.7848540 NA 3.5841688 12.7456896 10.8545024 8.1856173 1.0480967 8.0231017 9.9429316 7.6179692 10.6894431 9.3509812 9.9663809 9.0925080 9.4625877 NA 10.0626923 9.1323907 9.0011461 10.0903205 8.9621999 7.8708443 11.5269846 9.5026188 12.1048870 0.3111543 -0.2738663 9.7506328 9.2428707 8.5173485 10.4481393 -1.2736919 3.1856129 -1.2736919 13.5664719 8.1566383 10.9912147 11.4846172 9.4617418 8.6057691 9.3861817 3.4266271 5.9835728 11.5175522 10.7989883 9.2595154 11.7203093 10.9947278 8.2280231 7.3073866 10.6905267 4.8759324 2.3111543 7.2140257 8.5287022 0.3111543 -1.2736919 9.5132720 13.0794015 9.4651225 9.9562062 10.2740443 2.9832034 9.8366691 7.8347100 10.4297173 9.3799265 7.2807745 9.0957831 7.9812145 6.1012256 9.6247872 9.7134498 11.6349536 11.2575672 13.3774057 8.6561542 10.8392767 9.3564529 9.6003987 9.3763399 9.0615761 -1.2736919 9.1066469 11.2334849 7.5003798 7.3945039 9.4927146 11.8570780 8.4056657 10.0946923 11.7559906 11.0831878 5.6450502 9.8612537 7.8577086 5.1691273 7.2998326 NA 9.8169598 7.8320944 12.5745153 9.6413182 8.4300895 11.6681503 9.6554441 9.6225182 7.3260987 10.3671762 9.1249296 7.5653893 10.7905917 0.3111543 5.3408969 6.6450488 4.8525782 8.0299663 5.1012256 10.4587772 5.6687006 11.7543595 6.1954204 NA -0.2738663 10.8133170 10.2822127 11.4472849 11.4185833 10.0782291 7.7205391 8.7705526 5.8408660 12.9872523 11.6776526 10.2682503 12.3636031 -0.2738663 0.7262209 -0.2738663 9.8702066 9.1195761 9.9829842 5.2019200 14.5966950 15.0440046 12.0555617 8.3014793 10.3632634 NA NA -1.2736919 -1.2736919 14.7033539 9.2300115 9.8936038 12.8825059 NA 8.9036053 9.1526182 11.2819731 6.5965506 9.9829842 9.2250351 9.8535352 8.4993249 9.3968419 11.3349026 10.0333865 9.6767417 10.7773947 8.2556164 10.0605819 10.3906331 11.6244092 5.4020024 7.4565877 9.9841628 0.00319100 -0.00443120 0.47959000 0.57701000 0.00083195 -0.01009400 -0.00522700 0.00736090 -0.01344500 0.00319100 0.00319100 -0.00152430 -0.00443120 -0.00443120 -0.59029000 -0.59029000 -0.59029000 -0.59029000 0.00416320 0.00027728 0.00471900 -0.01009400 0.00110930 0.00110930 -0.00401620 -0.00138580 0.00263570 -0.58708000 -0.00387790 -0.00871460 -0.01243800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.460 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.460 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9221730 7.1012256 11.3941843 7.1784268 NA 8.9441434 8.6613509 9.9932767 10.2324934 11.1125333 10.5387642 0.3111543 6.5140875 8.8885771 4.1524512 7.9835734 10.7247762 7.9812145 -1.2736919 6.6803820 4.2497487 NA 9.1109695 6.6628236 10.5166361 11.2386793 10.9467364 7.8056704 0.7262209 -1.2736919 0.7262209 9.6405709 8.0638076 8.7540918 NA 5.6919696 11.0922347 10.3839508 7.4472849 10.8386253 9.1259977 3.4810793 11.0540190 4.5335384 10.0458579 9.4021427 5.3700422 7.6569232 10.4113725 7.9184787 13.5564534 10.3376717 10.6602452 13.3618472 12.7821460 7.8657370 9.4718601 10.5451673 7.1355769 9.6781989 7.4541060 13.1782339 10.6930516 9.2300115 5.1012256 3.8554715 10.0908676 10.1077287 13.0571726 9.4844091 12.1048870 9.7773947 7.5716761 9.2526851 10.9172450 9.4617418 14.9307187 11.7203093 11.7499401 13.3689708 11.2014125 0.3111543 10.1493017 10.3339783 10.5783250 9.7134498 7.9356389 9.9344201 13.1651075 10.6118821 11.8325835 6.0837367 4.8347112 5.4810729 10.6107379 12.7921908 6.3772383 NA -1.2736919 10.1350461 12.8660568 11.7045315 7.7429938 10.9666790 10.9711442 13.4668098 11.2386793 10.8714811 10.2993595 6.6628236 10.7637327 6.4541068 9.4777297 5.1355759 11.0905941 7.3772374 6.2730794 13.5197764 8.7651047 11.8822688 10.0626923 2.7261773 13.3301018 5.9383658 6.2339801 8.6653828 9.6613507 11.4791935 8.6240311 9.3381327 10.1435109 8.7330448 11.5493539 5.4676512 11.6251649 10.9054728 2.5335384 11.5895977 10.1222553 9.9717384 1.8961168 11.4943701 10.1082693 2.6330824 9.9544032 9.1238604 9.5495531 8.0726997 10.2740443 9.2803718 4.0115851 9.3491527 4.2180372 11.2334849 10.8444034 11.5136803 12.5745153 10.2922398 10.9532000 10.7905917 10.6270526 8.0390687 5.7148692 9.6103562 9.5375605 1.5335633 -0.2738663 NA 11.3242383 10.5343294 9.8314395 4.1856208 8.9036053 8.0162043 10.1968447 TCGA-B0-5711 50 0 NA 3989 kidney stage iii t3b nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9265249 10.6789083 7.9519590 NA 10.2464617 2.9956654 9.1737631 7.5566800 -0.5012385 9.9186485 9.4972786 8.1746451 9.4485880 1.0836559 6.1921744 8.9457716 2.3060289 11.3044321 9.7730663 10.1956558 6.0685440 11.8417393 13.0034452 11.0190614 8.4514296 10.3220555 15.8514559 9.3682821 8.7933091 10.3402526 4.7081431 9.7430521 7.6228096 10.5963912 6.6585600 12.9171339 1.9776463 8.3878726 8.9426679 10.9890378 9.0388164 1.4987104 9.5217494 8.2452028 12.3549192 7.6686134 15.0573514 11.9175950 10.4424045 8.0397849 10.8138378 NA 3.3060435 12.4874617 11.9755610 7.6509727 4.7654764 8.6698651 9.5973783 7.6560351 10.6208692 9.0656937 9.2146501 9.5573565 9.3589993 NA 10.2077721 8.5485368 8.9662938 10.5396629 9.1041678 7.9059561 11.6331499 9.4565158 12.7294593 0.4986594 0.8206487 9.9779633 9.8312843 8.4100803 9.9985342 NA 5.1991266 0.0836559 13.8947244 9.5808372 10.2652171 12.4785600 9.9133735 8.5714906 8.9488686 3.9249550 6.6382390 11.0067306 11.1934814 9.6878951 11.5913678 10.7648892 8.1298651 8.2418397 10.8666489 4.5430813 -0.5012385 2.5861402 8.4190412 -1.5014428 -1.5014428 8.9550428 13.2625749 9.8217431 10.2648030 9.7938832 3.0396999 9.8813122 7.8584380 9.3331594 10.9529875 7.6407952 8.9591442 5.3690546 5.5099143 9.8457560 9.3690529 11.6083557 11.1860640 13.1436148 8.7944571 11.1490669 9.1198243 11.1969589 9.6337561 10.5664587 0.0836559 8.7032592 11.2015102 10.4014591 8.5178343 9.2493953 11.5978716 7.9333165 9.8748137 11.7917287 10.7838015 5.5967205 9.4115775 7.5466028 4.6484367 6.5861507 -0.5012385 9.0455828 7.5808374 13.0220664 9.7424573 8.5714906 11.5401763 10.2763545 9.2865908 6.8823924 10.5406725 8.8440934 7.7466158 10.4521572 2.0836559 4.6885105 8.0874029 1.4454089 7.8340785 5.0836516 10.8718252 7.1746451 10.2577442 6.0465849 NA -1.5014428 10.6195741 10.1733219 11.4543382 11.3500469 9.9181217 8.7689835 9.3180691 6.0252260 12.2736812 11.8806367 10.1899956 12.3626809 NA -0.5012385 0.0836559 9.8312843 9.1280449 9.7910098 7.3028189 14.0968571 14.8115712 11.2983746 7.8006191 10.1239404 NA -0.5012385 -0.5012385 0.4986594 13.9108942 9.0104408 9.3621003 12.5107016 -1.5014428 8.5940853 9.1559083 11.2951335 6.7323086 10.3801846 9.0780043 9.2857746 8.3504371 9.2865908 11.2178632 11.0022656 9.5593842 11.0515974 8.0222502 10.1175326 8.4323790 10.9696013 4.9431243 7.7184863 9.6407953 0.00132150 0.01049800 0.00771290 0.58839000 0.01161300 -0.00587900 -0.02157400 0.00000000 -0.01896700 0.00132150 0.00132150 0.00132150 0.01049800 0.01049800 -0.60356000 -0.60356000 -0.60356000 0.00729540 -0.00905560 -0.00020383 -0.02061400 -0.00587900 -0.00743320 -0.00743320 -0.02718900 -0.00726070 -0.00726070 -0.49866000 0.02237800 0.00910500 -0.01896700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.604 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.604 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0789468 6.8296048 10.3582231 6.5699361 -1.5014428 8.9744218 8.3535566 9.7423323 9.9835111 11.2885988 10.2030242 1.4987104 6.4816816 8.7525359 5.4644722 7.7178567 11.1825601 5.3690546 NA 6.3690529 4.0532765 -0.5012385 9.0446179 6.0836516 11.0183663 10.8832022 10.9100032 7.3535571 0.8206487 NA -1.5014428 9.7625443 8.0930129 8.9744218 NA 6.2668727 10.188686 10.490564 7.209494 9.867195 9.192175 4.607212 10.972140 5.083652 9.934358 9.270178 6.192174 7.219787 10.513755 7.341038 13.509173 10.239734 10.385147 13.126678 13.018693 7.708142 8.650973 9.694675 8.107867 9.088339 6.240156 13.176133 9.389712 10.646211 5.344179 4.171111 10.225332 9.894758 12.621354 9.078004 12.729459 9.767815 8.041720 8.962213 10.598693 9.913374 16.207974 11.591368 12.063671 13.871349 11.085528 2.083656 10.371363 10.173322 10.519668 9.369053 7.788707 9.859535 13.165356 11.049195 11.625872 2.199123 4.838538 6.945772 11.251696 12.655719 7.990541 NA NA 10.634077 12.720426 11.723439 7.507117 11.144572 10.8404850 13.2331333 10.8832022 11.0883394 10.0373622 7.0874024 10.6512900 6.8251178 9.0104408 5.4986881 10.7254015 6.2468812 8.5015032 13.1191790 9.1808050 11.9079466 10.1631355 2.8910108 14.2501016 7.2580110 6.3441787 9.6396969 9.8958281 10.6302237 4.3315762 9.1860640 10.1515333 7.9662938 11.1150074 6.1711127 11.8739992 10.7976100 0.4986594 11.9828818 10.1986944 9.7166460 2.7466137 11.5182790 10.2926979 3.4528853 9.9784685 8.7748128 9.4316411 8.5362352 9.7938832 9.0227304 6.3252371 9.0484730 4.0532765 11.2015102 10.5532925 11.3210599 13.0220664 10.4752524 11.1074051 10.4521572 10.6420715 7.6484352 5.6484367 9.4873730 9.3551139 2.3060289 6.2468812 -0.5012385 10.4390018 11.2653165 9.6420716 1.8206079 8.5940853 8.0742276 10.2082029 TCGA-B0-5712 68 0 NA 2722 kidney stage iv t2 n0 m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 4 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.496969e-06 7.97643e-07 10.3092783505155 23.7113402061856 18.5567010309278 26.8041237113402 20.6185567010309 8.6194328 10.1604240 9.1733878 8.5543793 9.3679906 7.8606488 0.1463945 6.3736830 9.4425550 NA 1.5451282 4.1160320 8.2034929 8.7512655 7.7781869 10.1303471 11.4851399 8.2549280 11.5749381 10.7022708 11.7701326 14.4101867 10.5311873 11.4194220 6.7060995 5.5948650 7.1538975 8.5529630 6.7263476 -0.4385028 6.0290464 9.5900377 10.0121368 10.1117068 1.8833862 1.1463945 8.3229921 9.5472829 9.8217725 8.7363668 5.2052987 6.3163286 9.4585301 10.5408662 7.4743306 9.4585301 NA 11.0229204 10.6601311 7.2653450 7.4683316 0.1463945 10.1784492 9.7998458 10.8149930 7.4069312 -0.8249545 10.3974913 2.6649379 9.2946851 7.6855625 3.1464108 10.4298778 8.9929386 7.0850029 9.8022323 2.4683226 5.7009917 9.4178664 3.0849997 10.3083751 10.9372950 10.5351384 4.4921801 12.2052758 15.1395630 10.1078531 8.8329039 10.5702197 16.6732695 9.6952253 8.1464037 11.7279179 4.6699678 8.9591158 7.4318060 10.5979580 4.7902612 12.8272025 1.2684943 8.2533937 9.2885106 10.1059225 9.1557657 5.5272268 9.7432144 7.9364807 13.2487620 7.8514598 15.6045527 8.0310831 10.9948152 5.8282279 11.9326731 NA 3.9189968 13.2419104 12.2941384 8.3179973 -1.4386983 8.7854427 10.1669205 9.0249654 11.3094241 9.2106972 8.5515449 8.9908477 8.6725767 NA 9.6078829 8.7684553 9.6180788 9.9991930 9.4030054 8.3279698 11.2789011 9.2241093 13.0019209 2.2618918 -0.4385028 9.8514598 10.0463394 8.9200923 9.5614411 -1.4386983 1.7313570 1.5614483 14.0196233 9.7156262 10.3104724 14.1496286 8.7672343 9.7739373 9.8640800 2.1463945 7.0692360 8.3079553 10.2722474 10.5218050 11.2409277 10.6000171 7.8697801 8.2267768 10.8646509 4.5387182 3.0849997 1.3687683 8.6329033 2.0208755 NA 7.8164698 12.8472044 11.2034927 10.4562587 8.1834930 1.1294809 9.5351383 8.1798265 9.7094981 11.7670815 4.8833667 8.8526116 4.9189920 4.3943289 11.4310348 8.7162591 11.3798235 11.2597115 11.7464712 9.5178172 12.0713397 9.0167682 10.5185430 9.0662601 10.6955464 0.1463945 7.7878529 10.9556357 9.3488538 9.6217451 9.3574805 11.3175803 9.7016317 9.8646509 12.1126686 10.8859029 4.5156368 9.7806095 8.0196424 5.7313652 7.8422120 -0.4385028 9.0976882 6.4803039 12.8613645 10.3058544 9.4817938 10.7812145 10.9819276 8.7781869 6.7854433 10.7092850 8.9288559 8.0023104 10.2227738 -1.4386983 5.7009917 5.9101690 3.2618768 9.8358191 4.6907244 10.6689850 4.8093681 7.8606488 6.3829594 NA -1.4386983 10.8839325 10.8197126 11.4178665 11.2906369 10.5792933 8.5083474 8.6620509 6.8064233 11.1191440 9.0126522 10.3037504 11.8180920 4.3687963 -1.4386983 NA 10.3374627 9.4638162 8.9090623 5.9101690 13.9269091 14.1201307 9.8063995 7.2461544 9.9835057 NA -1.4386983 2.4683226 -1.4386983 13.9328433 7.6489040 8.4788129 10.7941617 NA 6.4440839 8.9602487 10.9929386 7.6112897 10.7595791 10.2093491 9.4463747 8.3493436 9.1112257 11.3659754 11.4606091 8.3816200 11.4690828 7.7187877 10.0781260 6.6382563 9.6686581 4.1346317 8.2403053 10.5415806 0.00444110 -0.01306100 0.23024000 0.73709000 -0.00691950 -0.01106000 0.01223700 0.02721600 -0.00995650 0.02090300 0.00444110 0.00444110 -0.00425220 0.01042400 -0.28025000 -0.27057000 -0.27057000 -0.27943000 -0.02508900 0.74937000 -0.01161100 -0.76475000 -0.00381760 -0.00381760 -0.00546660 0.00097064 -0.01200900 -0.75797000 0.02918400 0.06079400 -0.00995650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.051 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 -0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.051 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 -0.742 0.000 0.000 0.000 0.000 0.000 10.6894353 6.8468430 9.5185430 7.3738752 NA 9.5515450 6.1980658 8.5653523 10.1136298 11.4708616 9.9129324 4.4683292 6.6275295 9.7475552 1.1463945 7.9386516 10.9569751 4.9189920 NA 6.5893470 4.9364825 -1.4386983 8.8526116 6.1980658 10.7560409 10.1303471 11.3917423 6.6958672 0.1463945 -1.4386983 -1.4386983 10.3096338 7.8282273 8.9877057 NA 6.0928227 9.2816853 10.1501556 7.6932981 10.8396000 8.6997126 6.2687993 10.1198617 4.4683292 9.4921783 9.4914391 7.2756869 6.6489040 9.9167921 7.8258836 13.2137818 10.9721574 9.3679906 13.3354044 12.5489715 6.3016937 7.7438354 9.7938619 6.6221368 9.4471374 4.3428036 12.7571977 8.0810770 10.8299830 3.4194175 2.0208755 9.6112895 8.1464037 12.6672677 8.8537627 13.0019209 8.8164695 7.7830283 8.7512655 9.9939830 8.7672343 15.9540184 11.2409277 11.0409686 14.1562321 10.4825380 NA 10.9916322 8.2756864 9.8917977 8.7162591 7.8211840 9.9343061 12.5499482 9.4240783 11.5941738 0.5613995 6.2618805 6.5039561 11.6905630 12.3113104 8.8319466 NA NA 8.5851954 12.4676740 11.0632682 7.4892186 10.7503389 10.6965089 12.4082046 10.1303471 10.7022708 10.5311873 6.4623076 10.4081067 5.8923570 9.1834927 4.0532938 9.6640728 7.4743306 6.0126514 12.3759994 9.8016361 11.3546378 8.8799838 2.3687963 14.3347605 6.9262319 6.5501249 9.0031508 10.7577358 9.0840225 10.0507872 8.7086459 9.7908606 7.7830283 11.5057870 4.6699678 10.3062749 9.1284463 NA 11.9659173 10.4006448 9.8703488 0.1463945 10.5782493 9.7118230 0.8833862 10.1365075 5.5948650 8.5024885 9.8188288 8.1834930 9.1238457 2.3687963 9.3816200 1.8833862 10.9556357 10.5896924 11.3452578 12.8613645 10.7869497 11.4932865 10.2227738 10.7162591 7.7463161 6.4980785 9.9697707 9.3800231 NA 3.5156368 NA 9.7099176 11.2763454 8.6738804 -1.4386983 6.4440839 8.9079548 10.1696958 TCGA-B0-5713 75 0 NA 2782 kidney stage iii t3b n0 m0 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 2.53165e-06 6.589225e-07 8.42105263157895 14.7368421052632 23.1578947368421 31.5789473684211 22.1052631578947 9.2528045 10.3313353 9.6904473 7.2466124 10.2879008 6.6476210 5.9012265 6.3338924 9.0667641 NA 1.0107798 3.6709310 7.4782826 10.2215761 6.7692296 10.8826291 11.9421515 7.9553814 8.4650104 10.8763766 11.9687260 14.5773358 10.0504173 11.5984780 7.2954191 5.3280394 7.6095275 10.5946744 4.7430787 -1.6144033 8.5276201 9.1709781 10.0984826 9.6691928 2.0859685 2.0859685 8.6558212 9.4516150 10.3225316 9.3338928 5.8933209 3.4299239 10.1341379 10.6152458 7.4861882 10.1681145 4.2681724 10.6717946 10.4650105 7.9872964 7.4353744 1.7074364 10.3040163 9.9304902 10.6878790 8.2025093 NA 11.0032158 0.3854863 9.2286617 8.1320401 0.7074364 9.8521120 9.6801464 8.3368105 9.5058219 1.7074364 6.1928806 9.2991631 2.3855139 11.2702686 10.3010316 10.0075776 4.4516134 11.5599615 13.3469302 10.7933246 8.5135200 10.5381274 15.7769288 9.2991631 8.7906671 10.4058113 4.9246843 9.5765849 7.4543042 10.1404133 6.6569882 12.5802056 -0.6144033 7.9427977 9.5225168 11.1121696 9.0658852 -0.6144033 9.6095275 8.3742105 11.8171539 7.8367371 14.5755882 9.6411444 10.3378994 7.3014047 11.4246161 NA 0.9704856 13.0047713 12.0420623 7.9324203 2.9090818 7.8243173 9.9511039 6.7949162 11.3177405 9.6346392 9.3118216 9.3295055 9.0266742 NA 10.2894075 8.9544319 9.4861880 10.3360816 8.4756382 8.2863923 12.0410005 9.3834108 12.1957961 -1.6144033 0.9704856 9.6125399 8.8933203 8.5390778 10.0552967 NA 5.5453970 1.5554726 13.8946203 9.3368105 10.4295782 13.6103565 9.0167027 8.6263172 8.9410734 4.1928806 6.8326090 10.0855318 10.8811309 9.4210122 12.3393575 10.9453808 8.4065056 7.2620422 10.6884502 5.3967520 -0.0294408 5.3280394 8.3426276 -0.6144033 -0.6144033 9.0711505 12.7136396 8.8582167 10.4871732 9.3599404 1.9704856 10.6564050 7.5070596 9.6156182 12.2675000 7.3162634 9.7594784 5.6523115 5.1799409 10.4917615 9.0508616 11.6224368 11.1770956 13.5314579 8.8107416 11.2630016 9.0746502 10.5340023 9.6645559 10.2231537 NA 8.5554508 11.1200237 11.7864585 9.8177283 9.6961385 11.3585055 9.4549755 10.5725685 10.9903106 10.8151940 5.2681686 10.1993070 7.9811003 4.2924137 6.6616499 -0.6144033 8.0526371 7.3309697 12.6589571 9.9605922 8.8541497 10.7877384 10.5266749 9.7270445 9.7270445 10.4979294 9.0464130 7.3073666 10.2856378 0.7074364 4.9704902 6.2372750 1.7074364 6.1404126 4.4516134 10.7436274 6.7518480 9.6452690 6.0650057 NA NA 10.9353104 10.5548244 11.6671660 11.1805507 10.4589978 8.8159782 8.8071066 6.2724413 12.5148892 11.3422649 10.0755237 12.1308849 NA -1.6144033 -1.6144033 9.7353599 8.2773093 9.5193101 0.3854863 14.0182370 14.3654421 10.9686085 7.6235004 10.0902940 NA -0.6144033 1.5554726 NA 13.5062901 8.2294466 9.2112795 11.9381948 NA 8.0057458 9.4869434 11.2223650 6.4676740 10.4244447 9.6668762 9.5949792 8.1603127 9.1775025 11.4411471 10.9501516 9.9275903 11.0583930 8.0419504 9.6051843 8.2742691 10.4726570 4.7253758 7.9080875 9.5567024 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2.8449480 8.3742105 11.3223477 5.6523115 NA 6.1799409 3.9401104 -1.6144033 8.7153220 1.9704856 9.9048672 10.8826291 10.7718436 8.0597181 0.9704856 NA 0.7074364 9.6703498 7.4676748 8.9120250 -1.6144033 5.9246843 10.0850982 10.2353217 7.7670688 9.9643700 8.8480279 4.8284691 10.9134914 5.9629538 9.6558210 9.0075776 6.1269935 7.1470767 10.2001082 7.4516150 13.3381305 10.1198120 10.0711506 13.7756611 12.5490968 7.4435171 8.4769612 9.8536406 5.6984074 9.4549755 5.6239312 12.8479641 8.7364648 9.7051978 4.8933185 3.3397218 9.8962899 9.1066250 13.2923693 9.3118216 12.1957961 9.3228996 7.7605649 9.6875933 11.2233507 9.0167027 15.5974425 12.3393575 11.2649175 13.3617766 10.9956277 -0.6144033 10.7320394 9.8112661 9.9386750 9.0508616 7.9704884 10.0733388 12.9351299 10.3809396 11.5257164 0.7074364 5.6709281 7.2833708 11.1940877 12.6353799 7.1537101 NA NA 11.0216972 12.6050724 11.6022685 7.9629544 11.0221504 11.1055562 13.1912192 10.8826291 10.8763766 10.0504173 6.3043887 11.1055562 6.4992671 9.0473039 5.7164422 10.2065025 7.4861882 7.6755443 13.2586257 9.2946688 11.4830641 10.3531122 2.5554481 14.2164865 5.8559822 6.1537101 9.8748117 10.0226033 10.3932538 3.8449580 9.2589699 10.2364938 9.1583764 10.9763467 5.4408094 11.4110114 10.2662571 0.3854863 11.3645936 10.2965431 10.2317996 2.3855139 11.5472875 10.1125952 1.3855415 10.3738553 3.0859685 9.1202353 8.3440784 9.3599404 9.1208278 3.7778405 9.4762999 4.1134421 11.1200237 10.4431791 11.4249589 12.6589571 10.5900969 11.1121696 10.2856378 10.4871732 7.5998452 4.8612606 9.4894691 9.2255167 1.3855415 NA 0.7074364 11.3642362 11.0348313 9.9928561 4.8612606 8.0057458 7.7408770 10.3869339 TCGA-B0-5812 53 0 NA 3834 kidney stage i t1b nx m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6279069767442 32.5581395348837 25.5813953488372 8.6316474 9.9748442 9.3757376 6.9120354 10.3592983 8.0031834 2.6364042 7.8843885 9.2070556 -0.6115349 1.0688084 3.2464537 5.9583300 10.4649551 5.8396850 10.9865260 11.8219285 7.6435020 9.2511107 10.6058254 11.7681226 14.3863050 10.2280709 11.7178494 8.9344033 7.3368404 7.4108414 11.9478506 5.6172926 -0.6115349 9.0802169 8.8913053 9.9654302 9.3549790 3.5979244 0.9734276 8.5869186 9.3368408 10.7244220 9.6166909 6.0958316 5.9583300 10.1792292 10.4427386 4.4545642 10.7613386 5.9430633 10.5727290 11.3071504 8.3470260 7.1893729 1.8479168 10.9559543 10.0123550 10.8898131 7.9468940 -0.6115349 10.6631428 0.7104373 9.0749739 7.6692444 -1.6113145 9.5375855 9.5708678 8.4024941 9.3006967 -0.6115349 6.4218965 8.8903108 2.5583901 11.5409168 9.6130782 9.8199712 6.9883859 11.5438531 13.2233889 11.1716764 8.6364009 10.9161948 15.8018895 9.2923552 8.9031874 9.6807952 4.4545642 9.7861481 7.7104015 10.0954011 7.0105247 12.4034529 1.5584146 7.8890963 8.7160261 11.3080817 9.2908485 3.8803231 9.2062566 8.4066736 11.9852456 7.7193902 14.5179751 10.3143988 10.3571114 9.5222578 10.9909404 NA 4.2213667 12.4180196 11.6715619 7.5979267 2.5583901 7.8702729 9.1690133 8.0644308 10.6088518 8.9227765 9.2680568 9.1129873 9.5331317 0.3884651 10.4845297 8.4532163 9.3331855 10.2390511 9.5752068 8.0214686 11.7243216 9.5690044 12.5573023 4.6552602 1.7103932 9.9271474 9.4444337 8.3103142 9.8438006 NA 6.4545625 1.9734276 13.9036497 7.4785860 10.7866828 13.0935118 9.3785775 8.6015777 8.8591322 4.3192133 5.6830929 11.0675137 11.0852237 10.1857297 11.7831947 10.8606566 8.3028587 7.6292648 10.6599365 7.3103147 3.5177544 1.8479168 8.0802169 2.2953704 0.3884651 8.8468800 13.1677311 9.8381381 9.5609010 10.1591373 2.7807930 10.4538897 7.3043531 10.1428975 8.8692638 7.5905975 9.5887590 9.0250980 5.6872231 9.9724964 9.4177608 11.7098379 10.6715619 13.8274277 8.8682537 11.3229015 9.1508556 10.9041733 9.7588776 9.9635400 NA 9.0359320 11.4609411 9.0288451 8.1956837 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12.911239 7.530580 9.296115 10.102719 7.793615 9.506117 6.939221 13.311151 9.705321 9.529942 5.888320 3.342669 10.212637 9.561526 13.519768 9.117244 12.557302 9.032330 7.605219 9.149194 10.547083 9.378578 15.557449 11.783195 11.933800 14.185172 11.108504 1.710393 10.225313 11.076068 9.845854 9.417761 7.958329 10.058244 13.199095 10.875560 11.877818 4.728323 5.046683 5.763512 11.015095 12.485847 6.319211 NA -1.611314 10.375027 12.829991 11.502362 7.908110 11.356420 11.3455755 13.1701406 10.9865260 10.6058254 10.2280709 7.0992794 9.7416203 6.3542582 9.0475774 6.4328676 10.5609010 4.4545642 8.3600170 13.5618660 8.4825511 12.1884633 10.6009698 3.0889048 13.4770133 5.5155895 6.0819595 9.3052264 9.9488063 10.8532745 4.6363984 9.0359320 10.3937472 8.7002219 11.8875719 5.6364013 11.6928248 11.2272834 0.7104373 12.0730030 10.1950231 10.4359383 0.9734276 11.2052572 10.0178301 2.1958200 9.9762511 8.8833291 9.2030560 8.7416203 10.1591373 9.1347946 5.2953630 8.7394127 6.8021014 11.4609411 10.4413811 11.4496759 13.2094003 10.3567803 11.0555850 10.3838873 10.5436079 7.8621792 5.9809301 9.2863189 9.4917613 1.3884651 4.3655246 NA 10.0309765 11.0535251 9.9339206 6.0889133 8.8853273 8.1958284 10.0780347 TCGA-B1-5398 73 0 NA 1251 kidney stage iii t3b n0 m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.26716309 9.61716604 12.59663135 8.29678179 5.60786882 6.11446073 9.95445850 10.77585740 4.61778627 14.36379186 7.33484980 9.81597658 8.66038032 8.58656886 7.13531836 5.93575439 12.53990992 10.78935472 9.59537741 6.48324181 2.70072823 11.80192002 2.34539638 8.63863067 8.02041608 2.88738879 11.08281899 10.32429161 7.76111437 10.55188337 NA 9.01479909 11.26755669 1.59788868 10.73345103 9.74763126 5.99020156 2.01292617 9.13962630 12.77903648 11.25291794 8.61399899 7.83522681 15.97902908 9.96469218 7.54170145 10.66815424 4.42796144 8.72716727 6.14220511 10.86284801 2.59788868 13.92337708 1.01292617 9.24856899 9.97918680 7.30447636 8.15587974 4.95152252 10.14220472 9.35869647 12.68306158 7.46961821 15.80139453 6.36459694 9.84405480 6.81597626 10.90773951 NA 7.39662619 14.18971821 12.55885150 7.95152136 10.40738441 7.90166520 10.47746747 9.52335632 10.99923788 8.56110156 8.11445969 8.71913004 8.66157896 0.42792793 8.90571763 8.85527216 10.57961001 10.46722098 8.65437145 8.64349222 12.22287153 9.72659471 12.58861854 0.01292617 8.05731596 10.62486864 9.22885909 8.88841510 11.24013655 NA -1.57217932 NA 13.36307822 11.12753166 9.20931884 12.41380117 9.81328241 10.04680357 11.04381870 4.51542231 7.70175488 5.57770677 10.48459696 10.51873330 11.20054187 8.27030934 8.08080421 11.49791240 10.80977255 0.74992036 1.01292617 NA 8.75551187 4.35869867 NA 9.36017396 13.12677240 9.42018952 10.05822638 9.10743941 -1.57217932 7.97485393 7.77003416 9.76898867 8.30294045 8.12839910 8.39374353 4.61778627 6.75033852 10.85815036 7.48865479 11.29909443 11.47474220 9.47508306 8.89556468 12.66412295 9.57516406 8.67469968 8.93773426 8.15076681 NA 7.90166520 9.97629947 5.19521766 7.67384471 10.02833681 10.70262854 10.41166542 10.58783057 10.83681964 11.28710574 2.42795474 9.91026301 8.04588577 5.88739123 7.92381415 NA 6.31670330 6.81166369 12.19355613 11.80082429 8.98350698 10.73771980 10.31060233 8.73059818 3.51542231 11.53702917 9.20027383 8.53648386 9.58341002 1.42798155 4.95152252 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0.00166420 0.33221000 0.02174400 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.91931133 7.48595084 7.95738997 7.21069569 0.01292617 9.39806515 10.54592697 9.83063562 11.33728984 11.58982485 10.98494417 0.42792793 4.87090224 9.83150392 5.39800826 5.07181414 10.08617073 4.61778627 -0.57196484 5.65677664 4.20932079 3.47235779 8.70873008 1.88740829 10.66571893 11.24973319 11.02261270 8.05549286 -0.57196484 NA -1.57217932 10.11095382 7.76780904 9.50677726 NA 7.35573694 9.38142809 10.36128103 9.59976150 9.79428150 9.25847441 9.41593376 8.98350698 2.74987747 10.63863058 9.51010823 6.80299837 5.99020156 8.92481310 6.22885909 13.70233738 10.20398099 8.60911150 12.84930088 12.05286889 7.17950309 10.34682252 9.94020581 9.97388904 9.81112354 6.36459694 12.37960821 4.15587873 9.89199432 2.12839239 0.01292617 10.94069966 7.68534731 12.40613340 7.87917029 12.58861854 8.86571131 8.53909482 10.85684279 10.23772730 9.81328241 12.45405035 11.20054187 13.10413670 12.51600207 10.69883851 -0.57196484 11.31955308 7.70175488 11.18493248 7.48865479 5.72258078 9.98590155 12.58538513 10.55692022 11.03390164 5.19614275 6.19614275 5.73173990 12.19002977 11.81314755 8.26084945 NA NA 6.63741317 12.96893481 8.53119468 5.92780403 10.04220889 12.160551 12.543897 11.249733 9.550787 11.173213 7.050011 8.116209 2.235329 8.477808 5.042671 10.297553 4.617786 7.166052 12.700881 7.995915 11.359620 10.026477 1.012926 13.931971 7.630205 7.475083 7.437983 10.764745 9.357218 3.982546 9.481885 9.289822 9.381428 10.677369 10.464476 12.695697 7.690054 3.285935 11.648186 11.416466 10.818397 -1.572179 10.936249 8.446159 3.675884 10.796466 5.071814 9.425139 6.824564 9.107439 10.542681 4.919812 9.647733 2.597889 9.976299 10.660080 10.243343 12.193556 10.729170 10.853437 9.583410 10.698839 7.715672 8.223999 10.367538 9.696501 3.637413 3.675884 NA 10.212594 11.546454 5.951520 2.012926 9.166052 9.138766 10.270310 TCGA-B1-7332 60 0 NA 1141 kidney stage ii t2a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1076786 8.4389773 4.6373610 6.0919240 10.9942589 5.3902653 6.3087358 3.9268629 10.1908101 10.8747015 10.1925159 3.9699333 1.2043912 8.5063528 9.1480863 10.3207432 8.9418156 4.5263255 9.5881035 9.7505221 10.2758617 2.6898359 10.7228558 7.6069848 10.2444150 10.3459955 7.7466574 6.4060332 3.6898247 9.5601909 10.4874877 10.9110680 7.3212634 7.1678276 10.8676798 1.8084674 9.4664942 8.1160908 3.5263318 10.6369411 8.9431671 8.5742147 9.4017437 4.4370612 7.3129238 10.0271294 2.3419004 11.9687733 10.0040047 8.4428042 6.6638313 8.1160908 12.1803905 10.6797274 9.2043992 7.8654648 15.3208570 9.5846439 7.7026499 11.7555307 4.6898247 8.6306639 7.3295542 11.2739833 4.1303955 13.1504283 2.7364750 8.2698640 8.4370600 6.5190952 8.6137902 1.2043912 9.3642706 8.8640385 12.4482873 6.3087358 14.7356772 4.8597509 9.7675269 6.4823837 11.2642845 NA 6.6103915 13.8572442 12.4857498 8.3045361 8.2897390 8.0772280 11.3217826 9.6086893 11.7814504 8.6752616 7.7026499 9.6564345 9.3066375 1.2043912 9.9213902 8.8626107 9.3902659 9.2971563 9.1327696 9.1052661 11.4809797 9.5707215 13.6210385 0.4673838 0.4673838 11.0056226 9.3066375 9.3541464 10.0277666 NA 2.2043912 NA 13.3927408 12.3372845 9.3357418 12.5270035 7.6137902 10.0353898 11.9365667 3.2747835 8.2553364 4.5829112 11.1770919 10.8139474 12.0681798 10.0027090 8.5460294 8.5495825 11.5040652 5.0117550 1.4674360 4.2400242 8.4860977 5.9268653 NA 8.0448624 12.4410115 10.1238586 10.9612891 9.0648656 3.2747835 8.6171809 7.9857588 10.0919977 11.3357418 4.3419004 9.3223020 9.2531585 3.8824670 10.9495694 7.7026499 11.0242590 11.7263922 8.8496975 9.2758617 12.7015525 9.4001406 9.4206601 8.0648656 7.8102490 -1.1174743 7.9431671 10.4499520 -0.1174743 8.5339534 10.1788138 11.2267671 9.9330001 9.9824764 11.3939767 10.6477573 2.6898359 9.7512937 9.0793805 5.0322199 8.5100049 -1.1174743 8.5045231 5.5548958 11.9664490 10.6150627 8.8626107 11.0277665 11.6001476 8.4860977 3.1304038 10.7058225 9.1327696 9.0907055 10.8109895 3.7404527 4.2400242 5.2747872 4.1303955 8.4749284 2.0523811 9.9772086 0.4673838 7.8568855 5.4284406 NA 2.0523811 11.3482926 10.8231519 11.5960725 10.7275691 11.2982130 9.1964878 8.4916499 7.3130907 9.5776994 10.8028240 9.2356179 11.5753046 8.0919246 NA NA 10.4613155 8.9034511 7.3981708 -1.1174743 12.8471730 10.4674337 9.8154241 7.1304933 10.3475274 -1.1174743 0.8824474 0.4673838 4.4060332 14.2165000 7.1998833 8.0919246 11.8007754 NA 8.8866916 8.8110930 11.1733540 6.3336831 10.0027090 10.3677974 8.8810616 9.0168974 8.9336800 11.3144910 11.2702193 9.6638310 10.8615390 7.5689715 9.8013344 3.2747835 8.8540147 3.4565696 6.6559400 11.0661066 -0.50292000 0.41171000 0.47353000 -0.00061891 0.00423750 -0.51552000 0.00000000 0.47504000 -0.10781000 -0.50292000 -0.50292000 -0.50292000 0.41171000 0.41171000 0.47813000 0.47813000 0.47813000 0.47813000 -0.50768000 -0.00061891 -0.00684960 -0.51552000 0.00354300 0.00827030 0.00000000 -0.50634000 0.00910570 -0.51552000 0.01524300 -0.47749000 -0.10781000 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.247 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.247 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 9.575087 6.291861 8.019462 7.368542 -1.117474 9.627305 8.675262 8.168058 10.667515 11.284271 10.315535 6.670374 6.459900 9.436100 3.926863 5.204399 10.517282 9.253158 NA 7.096790 3.406033 -1.117474 7.967279 6.964620 10.008911 10.033488 11.417613 7.440892 NA 3.969933 NA 10.027767 7.153934 9.518189 NA 4.554896 8.615487 9.637359 9.475862 9.676887 8.500857 8.930958 10.376827 3.526332 10.273178 9.860467 6.734221 4.526326 8.869735 8.528130 13.443878 10.579439 9.409948 13.625360 11.999627 5.702649 9.762054 9.315013 10.048006 10.425503 3.274783 14.311093 5.374323 11.924130 1.689836 -1.117474 10.193084 7.042342 12.456118 8.310831 13.621038 8.593278 8.473058 10.712194 8.768167 7.613790 12.598648 12.068180 11.699855 12.324508 10.236721 -1.117474 10.528130 9.495340 10.002709 7.702650 7.554897 9.279076 12.790958 8.291862 10.834848 4.969933 5.222322 9.073530 10.972914 12.093295 9.258597 NA NA 9.401124 12.368929 10.343439 7.027130 10.542021 11.2217645 11.8480751 10.0334877 9.1964878 11.3217826 5.2747872 7.6994545 4.4370612 9.1160908 5.0722945 8.9186447 2.6898359 9.4589555 12.7204804 9.4767958 10.9702655 9.0931426 3.3419004 15.9508611 6.6060291 7.0573972 7.3731618 10.6294053 7.2356179 7.6103915 8.8725752 9.4177466 9.2055259 11.9091675 7.2618495 10.1386798 7.8992796 5.4060332 10.2487933 10.6427753 9.7666417 -0.1174743 10.7746345 9.3087358 1.2043912 11.1998838 3.3419004 8.2618495 7.3703108 9.0648656 9.4211743 3.8366715 9.8496974 2.3419004 10.4499520 11.1060928 10.5159206 11.9664490 10.4999386 10.5411290 10.8109895 10.6448532 7.5442489 7.4786612 9.8922998 9.5451396 -0.1174743 0.8824474 NA 8.2704883 9.6985429 7.9672793 -0.1174743 8.8866916 9.0130418 11.3718174 TCGA-B1-A47M 79 0 NA 659 kidney stage iii t3a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 6 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.4304040 4.7570019 9.0838976 10.9105990 6.3828384 11.5898934 2.8059115 11.1002274 8.7570032 8.2254518 8.2956271 2.4839834 9.4669784 10.6371146 10.1751468 6.9917792 3.2013359 11.3887198 0.4839834 8.9351960 7.8238347 4.1844231 10.7350727 9.1763098 6.7382260 9.8150436 4.9213887 7.1751463 10.9607311 3.2209490 10.6584945 10.8841527 7.0487691 5.5428771 8.3686640 11.0906985 9.5652464 9.4555284 7.3747561 16.1991961 9.4333253 8.2697097 10.4583994 4.5714463 8.9365693 8.4186584 12.1139485 5.0689459 12.3327382 5.4462264 9.4374537 9.1704854 6.6999222 8.9651115 NA 10.0962391 9.6141264 10.8852199 6.2913402 15.1582202 3.7063758 8.9871480 9.1832681 10.8830847 -1.1009791 7.6901852 13.6744269 13.4081169 8.9624174 3.4839834 7.8059128 10.6750440 10.0474990 10.4161996 7.2433187 7.5356471 7.7031533 9.3808219 0.8990209 9.3533217 8.4933471 9.9386269 9.6522391 9.7998892 8.4127498 11.3332961 9.5392672 13.8772859 1.4839834 3.3584525 10.9203494 9.0790434 9.9296895 9.9032429 NA 2.2209490 -0.1009791 13.0920856 10.4289409 10.8245768 11.5424276 5.2740603 10.8855755 11.3121213 -0.1009791 8.8208634 3.9434150 9.7554479 11.1490246 10.8794333 9.3818304 9.0538404 7.1564098 10.6081062 2.2209490 -0.1009791 7.4877372 9.9248541 8.0838978 -0.1009791 9.2532717 11.9897964 9.4107750 12.2534095 8.6869249 NA 9.3461057 7.9570138 10.4067278 8.6388030 6.9158304 9.3848517 6.3908757 4.0283039 10.7338884 7.3126507 11.1982303 12.2488565 8.7079865 9.9882544 13.1009165 8.8297598 8.2299392 9.3221382 7.0487691 NA 6.9488706 9.9603936 0.8845588 8.8890269 9.8149017 10.5942506 9.7184031 10.3838452 12.0931636 11.1020644 4.8059115 11.1359335 9.0811436 2.8990209 8.6252405 NA 7.6337320 4.8532172 12.3657361 11.4401190 9.2913397 10.1157682 11.0295929 8.5977271 3.2913383 11.4375654 9.7531116 8.5082012 10.0334486 4.8532172 5.7063786 5.6269414 4.1084743 7.5210743 1.7063758 10.0398522 4.2565729 9.4206228 5.4126698 2.0689459 NA 11.5992453 10.6514030 11.4203774 10.3030995 12.3100036 7.0075465 5.8529851 7.1903314 7.5210743 9.5347404 9.0739479 10.1947913 4.5137308 NA -0.1009791 9.9060497 9.3492027 7.8238347 6.8473894 10.1826896 9.5661340 9.6260919 7.8678619 11.2816464 1.7063758 1.8990209 NA -0.1009791 14.5193567 5.7570046 8.8282809 10.4181672 NA 8.1254347 8.5977271 11.3362543 7.8444660 10.4102809 11.0551054 9.6192666 9.5219892 9.3094736 11.3070867 10.0676945 9.2718874 10.6938444 7.4420544 9.7953548 3.2209490 9.2838060 3.8994754 7.1181905 12.4478443 -0.00187860 0.01467100 0.70127000 -0.00021594 1.36300000 0.00117070 -0.01113700 0.66594000 0.14049000 -0.00187860 -0.00187860 -0.00187860 0.01467100 0.01467100 -0.00478500 -0.00478500 -0.00478500 -0.00478500 0.00505830 -0.00021594 -0.00021594 0.00117070 0.00617050 0.00617050 -0.00533810 0.00000000 0.00881430 -0.00367830 0.66059000 -0.02966100 0.10301000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 9.9617431 6.9102494 7.0986943 8.1933445 -1.1009791 10.2762328 10.7927031 7.5285244 9.8684088 11.7632936 10.4087974 4.8990209 6.1278417 10.8633632 0.8990209 5.6404879 10.3450718 6.3908757 -1.1009791 7.7350726 4.2209490 NA 8.2186945 8.3481709 10.8530332 10.1218172 11.2970499 6.3252875 0.8990209 NA 3.2209490 10.4176755 6.7816653 8.6098288 NA 6.6672067 8.6303414 9.3656088 10.3923774 9.7063772 8.4206226 8.2631570 10.0179634 2.5994606 10.6166988 9.2107707 8.1564103 5.0888455 8.3625466 5.3584525 12.7224891 11.1290428 8.9488709 13.6354771 12.5669101 5.8648077 8.4688781 10.0801746 6.7570032 10.4603103 3.8059115 13.5414690 4.4839834 8.7176045 2.8059115 NA 9.9644385 6.6404893 11.8225355 9.5392672 13.8772859 8.0257270 7.4536114 13.2525827 10.8171402 5.2740603 13.7290423 10.8794333 11.1558207 12.2410970 9.7492093 0.8990209 11.4430208 10.0430433 10.4225843 7.3126507 7.7877655 10.3221383 11.6347899 7.6770994 10.5487276 4.5994606 7.8415367 7.7382260 10.8286506 11.8113504 8.0257270 -0.1009791 -0.1009791 8.6983039 12.3815782 10.4951842 7.3666282 10.0321645 11.751747 10.969479 10.121817 9.019260 11.044318 4.680381 8.908851 2.899021 9.246644 5.256573 8.368664 6.382838 6.787765 11.410281 9.110911 10.328952 9.303099 1.899021 14.584209 6.998317 7.321087 7.549608 10.551419 6.719201 8.859024 7.725571 9.597727 8.280565 11.915657 4.965110 10.402848 7.426500 4.829758 9.874870 11.571006 10.081417 NA 10.778988 8.485862 2.483983 10.364079 4.358453 6.719201 6.660574 8.686925 10.439882 1.220949 9.082658 2.599461 9.960394 10.560800 9.460310 12.365736 10.484924 10.643436 10.033449 11.191056 7.461265 8.770927 10.430891 10.723981 NA -1.100979 3.358453 8.412750 11.472172 8.406817 3.146948 8.125435 8.900431 10.366118 TCGA-B1-A47N 62 0 NA 1110 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.9782689 9.6659507 9.0692779 8.6341122 9.3989454 5.3002116 6.7508731 9.4308679 3.3002116 11.1619188 12.0490752 2.9782872 7.8690546 7.9285575 11.9768738 8.8670266 9.6554157 7.3763147 14.9602074 9.0263162 9.2388110 9.3106930 5.6787227 10.0989532 8.6459862 10.7348397 5.4807821 12.2677260 5.3937731 9.6109272 10.5923798 7.5682465 8.6694453 1.9782689 10.0353726 9.4794571 11.5840715 6.2388117 13.4539256 4.5632436 8.1080816 7.6740920 9.4308679 -0.6066936 7.7152489 13.0742298 11.9387681 10.0317567 1.3933064 6.8362650 11.0993852 8.9688600 10.8378182 7.7683603 7.4701366 8.3446057 9.2372420 0.3933064 9.6775667 8.6925290 9.9353855 10.7721576 9.3151618 9.4431694 11.1748855 9.3017136 13.5766461 2.8527580 1.3933064 10.3677355 8.2605997 9.7497729 9.9178625 NA 2.2006613 4.0371801 13.2761550 10.2348852 11.4294945 10.8300324 5.2006770 11.0933270 11.7008063 2.2006613 9.5148545 3.7856342 10.5468730 10.9913734 10.5656234 9.8568452 9.1664601 6.3706002 11.0103291 3.8527480 2.3933338 4.8851741 9.9207980 5.2513025 0.9782689 9.4992294 11.4728057 10.6347082 13.5464770 8.8132810 0.9782689 10.5296712 8.5405260 11.3377401 9.6671165 2.9782872 8.9574704 8.8174870 6.2881389 8.9149214 6.7942001 11.3837794 12.1305682 8.6245422 10.1554454 12.6357507 8.2698378 10.0506394 8.3240581 10.2644561 NA 8.0763154 10.3262737 3.9782872 8.3876744 9.5005380 9.1465376 8.4212271 10.3314302 11.6170210 10.6512980 4.3475168 9.3533229 10.0503802 3.3933201 9.3329001 NA 8.3533229 3.9168874 12.1250642 10.7861749 8.9129573 9.5856136 11.4122165 8.7152489 0.3933064 11.4198340 9.2198694 8.1909822 10.1024047 3.3002116 5.6787227 6.8931668 1.3933064 6.3358352 4.1482101 9.9565172 1.3933064 7.4913529 6.9584611 2.2006613 0.3933064 11.2435077 10.1195390 12.4050723 10.9212865 12.5671541 5.8027128 7.3268932 5.6179009 8.8670266 10.0868079 9.4926688 10.3225793 7.8851741 NA 0.3933064 9.4714718 9.3270116 9.5843800 1.7152345 10.1015427 10.6442114 9.2987078 8.1262682 10.7225566 0.9782689 -0.6066936 3.5632436 -0.6066936 14.2736219 5.0937588 10.1885489 10.4840949 2.3933338 7.8690546 8.5607390 11.1165552 9.0954936 10.4721388 10.2575070 9.1942208 9.7813382 8.8609265 10.9941630 9.4499585 9.6015552 9.7398346 7.6364948 9.8851739 2.8527580 10.1161285 5.3604907 9.2345392 12.4356643 -0.0073010 0.0115730 -0.0063339 -0.0129770 0.8089400 -0.0012143 -0.0236820 0.7075400 0.1055900 -0.0217100 -0.0217100 -0.0073010 0.0115730 0.0000000 0.0023911 0.0023911 0.0023911 0.0023911 0.0203760 0.0072548 -0.0101990 -0.0012143 -0.0108890 -0.0108890 -0.0116570 -0.0173590 0.0016973 -0.0118540 -0.0493920 -0.0759800 0.1055900 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 10.0648620 7.2513016 7.5732298 8.3587589 3.1903304 9.9913735 7.6412483 7.0221669 9.5443374 11.7154011 9.5057604 7.0586563 5.6971010 10.4184605 3.4807821 6.0226785 11.1840766 8.8174870 NA 9.3151618 5.5831460 3.3002116 7.7331706 10.6769881 12.0372718 9.7453642 11.5350481 6.7420493 0.9782689 NA 5.0657446 10.6583499 8.8568454 9.0098698 -0.6066936 7.4212267 9.6471684 9.5843800 10.2364569 9.7039337 8.5929933 9.2621435 10.2790172 2.3933338 9.1280304 8.8258629 7.6507086 5.0657446 7.8851741 6.1615048 11.6586429 11.5145306 9.4620992 14.5881547 12.8490334 5.3475168 8.1581926 9.3763145 5.9168826 10.3905004 5.7856395 13.7194695 6.6879411 8.3270114 3.9168874 NA 9.2006757 6.9857782 12.0557668 11.1557029 13.5766461 9.7027973 6.5122617 11.9295681 7.2698383 5.2006770 11.3229492 10.5656234 10.9627019 10.9154120 9.9324796 2.5632558 11.7615545 9.4390806 9.5341507 6.7942001 8.9536537 9.6833398 11.3218393 8.0515325 10.2127017 7.4966085 6.8445325 8.3446057 9.2941876 13.1940186 8.5557123 -0.6066936 -0.6066936 8.7530703 11.7439839 11.2353648 7.9168826 10.4438498 11.7845645 11.1254883 9.7453642 10.2403783 10.8553119 6.6124896 9.1263361 2.2006613 9.4620992 3.3933201 8.7464676 5.8851741 8.6624476 11.0976309 7.8971466 10.9740506 10.4721388 4.3002116 14.1971997 6.7406321 6.9782837 8.1021978 9.7309429 7.4377146 -0.6066936 5.5430690 8.9536537 8.7661860 12.1383649 3.2006770 9.6015552 7.7856382 -0.6066936 9.1990647 11.4448697 10.2411613 NA 11.6916699 8.7640084 2.7152564 9.6353040 6.6317256 4.9168826 6.8931668 8.8132810 9.5728569 2.2006613 9.2636856 1.7152345 10.3262737 11.0425771 9.4143009 12.1250642 9.5644976 10.0470617 10.1024047 10.9536537 6.7062045 9.4926688 10.5038042 10.6058173 NA 0.3933064 NA 9.3648644 12.6618600 7.4807837 1.7152345 7.8690546 7.9932339 11.1135651 TCGA-B1-A47O 54 0 NA 842 kidney stage i t1b n0 mx female 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 6 4 9 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9.4004365 9.4855452 8.3503598 16.7474936 9.6893837 7.7168167 10.0949485 4.6562733 9.0815812 7.2751850 11.3157108 3.8489183 12.5564522 5.4807240 9.4492052 8.1744509 6.3083518 8.7388806 1.8489183 9.7984554 8.7630065 12.3950433 6.1708484 14.3667006 3.6144507 8.5193925 8.5521319 11.9537813 -0.4729297 9.0308183 13.7688267 12.3305182 9.3487664 3.5269952 7.7315634 10.0466287 9.1834173 11.5713866 8.1194496 7.0268388 7.7019184 8.1672375 -0.4729297 8.9063708 8.2134931 10.2650847 10.3222204 9.1798375 8.5493604 11.3159554 9.9469526 12.0006982 NA 4.6144566 11.3689498 8.6995950 10.5977842 10.2566131 2.1119661 1.1119661 3.3343537 13.7131067 9.5713865 10.8856436 12.7048791 6.6459336 11.2291651 11.2265649 4.1119577 9.2099870 8.3050695 10.9699359 12.0404733 11.0571109 9.6091414 8.2852159 9.1194496 10.7155813 3.8489183 0.5269702 7.6716507 9.6868638 5.6767385 NA 8.3148950 11.9943433 8.0067726 11.8748906 8.6994201 5.1994172 9.9688992 8.0387451 11.5566593 8.5241718 6.4577305 10.2877124 6.1563481 6.0968480 9.7737330 7.1923283 10.2412379 11.2659291 7.4927769 9.9395623 13.4982665 9.0128217 8.8601478 8.3567152 7.3148950 NA 7.3278921 10.0108082 0.5269702 8.2744807 9.7972878 10.8054419 9.7242091 9.9257362 12.4493910 10.7364458 1.5269702 9.7425254 9.4254125 3.3343537 9.3849734 1.1119661 6.1119557 5.0815825 12.3938850 11.1440007 8.5876883 10.5849842 11.2726668 8.6091414 1.5269702 11.4367168 9.6064772 8.5410130 10.1444599 2.6969063 5.7558116 3.6969175 4.2818763 9.3197827 1.1119661 9.6472303 NA 10.4157356 7.4636306 NA 2.3343394 11.6335554 10.6543420 11.4808251 10.4421249 12.7744750 8.3849732 8.4518050 5.5945874 7.2818800 9.2968302 8.6639836 10.9252017 7.3724829 NA -0.4729297 9.6118007 9.4970984 8.5822749 2.8489183 12.1679152 9.4202940 8.6381282 7.4738405 9.8319141 1.8489183 1.8489183 NA 5.0815825 14.2867246 6.2412377 8.8511731 11.0930464 1.1119661 8.2274321 8.5014069 9.7713563 8.4398816 9.9085354 10.8158585 9.2291651 9.7725452 9.5795605 11.4702398 10.6956645 9.8089225 9.9771727 7.8307731 9.4855452 2.9864291 9.7713563 5.4811891 8.9032263 11.5897132 0.00000000 0.00847430 0.00263570 -0.00013862 0.00388540 0.00555290 -0.00277070 0.86314000 0.03101400 -0.02432100 0.00000000 0.00000000 0.00847430 0.00847430 0.00263570 0.00263570 0.00263570 0.00263570 0.00711790 -0.00429290 -0.00160520 -0.07667800 -0.00373950 -0.00373950 -0.00277070 0.00069327 0.00374650 -0.00235530 -0.00912860 -0.03149600 0.03101400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.910 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.910 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 10.4376352 6.8579089 8.1923283 8.6068238 4.6562733 9.9331974 10.9337289 7.7485793 10.8828940 11.6633492 9.9363834 1.1119661 6.0505539 10.4673061 6.1417025 8.5185143 10.0318115 6.1563481 0.5269702 8.9278719 2.9864291 1.5269702 8.4724362 9.2117411 11.5923244 9.5984547 11.5089592 6.6665436 -0.4729297 NA 3.2274330 10.3834180 8.4665717 8.7340067 NA 6.4458558 9.7437383 9.6818105 10.4891655 11.8086327 8.7044121 9.2583114 10.3590913 3.6144507 10.7044120 9.3001317 8.4665717 3.5269952 8.0108084 4.8845442 13.5162095 11.5887011 8.4458558 13.6957429 12.5128344 6.6144551 7.1923283 10.2377989 8.5713867 10.6761044 5.4338842 13.7152722 4.1119577 10.8393082 4.3343466 NA 9.8712883 7.1269058 13.0463830 10.4436184 12.0006982 8.9020320 8.5521319 9.4019738 11.6118008 6.6459336 14.4543537 11.0571109 10.5836301 12.6063105 10.0930464 0.5269702 11.4365105 8.7509940 10.6856022 7.1923283 8.2650847 10.2204794 11.6250245 7.9020320 9.9149990 6.1994172 7.5099863 8.2885436 10.6987947 12.1894383 8.6064774 0.5269702 NA 9.7473708 12.1189822 10.6334572 7.1994181 9.7534046 12.0429386 11.7109379 9.5984547 10.0825401 10.8539836 5.4096353 10.1278346 3.9864200 9.4096355 4.1119577 8.7437385 7.7413112 5.5930818 11.2739182 9.5424074 10.8364688 9.5876883 1.5269702 14.1460661 6.8006010 6.0505539 7.7209611 10.8634990 6.8123943 7.7843803 6.9532571 8.9925589 9.6634837 10.8646143 5.3598831 9.8019529 7.2684597 NA 9.9416777 11.4210523 10.0534917 -0.4729297 10.4665717 8.7461609 1.1119661 9.9720073 2.6969063 6.9532571 8.4869943 8.6994201 9.9454882 1.8489183 9.4547704 2.1119661 10.0108082 10.7394888 9.0087919 12.3938850 10.9833469 10.7725451 10.1444599 11.4081064 8.2446688 8.6433364 10.5220529 10.1708487 1.8489183 NA NA 9.5099860 11.3896027 8.5984549 1.1119661 8.2274321 8.0700243 10.6944106 TCGA-B1-A654 43 0 NA 616 kidney stage i t1a nx m0 female 2012 NA no NA kidney papillary renal cell carcinoma 10 1992 black or african american not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.10810810810811 16.2162162162162 18.9189189189189 37.8378378378378 18.9189189189189 8.8739005 9.4462631 8.8469925 8.1730690 8.9125810 7.1473515 2.6133666 8.3633765 8.5322363 1.0284277 3.8557207 5.1983370 6.8163130 5.9709250 8.0998727 9.5656288 11.4242123 3.0284100 11.8660384 9.0312253 11.4536264 12.9916290 11.3732611 10.5342220 9.3815572 5.0507803 4.8357675 10.2905053 6.3771394 6.6650346 3.8863941 9.8163130 10.6417396 10.3339022 5.4034484 1.0284277 7.6901887 9.2280827 9.6218015 7.8644610 5.4546760 8.7816272 8.8260721 11.0329821 7.3230313 8.3344722 0.0284277 10.7460869 9.6440401 7.6467963 8.9383034 2.9353089 10.3236054 10.5704750 9.9956367 7.1882822 -0.9717138 11.0024665 NA 10.2286961 8.0312253 3.0284100 9.4314224 8.7409373 9.4196541 9.5714713 3.4878465 5.8357649 9.9992353 3.7288457 10.5524624 11.6484011 4.1576905 9.6731681 6.8987755 12.0901192 8.7949392 9.9517380 7.6830465 15.4601529 9.4045360 7.9855124 10.1038895 3.9352994 9.0255900 8.4878420 11.6659410 6.4878416 11.5478010 4.8274990 9.1938954 10.3990979 5.7008364 9.8413900 0.0284277 10.4169660 8.7131590 11.3241794 6.0170957 14.2195179 3.8357624 8.1177813 8.2548227 11.3330470 NA 7.7766034 13.7329086 13.0733168 8.8894973 0.0284277 7.2951968 10.6241342 8.8628816 10.8207941 7.5558875 6.9353006 7.9709250 8.9292773 1.0284277 8.8785972 9.2008381 9.8941437 10.0830148 9.3826599 9.1038897 10.9183897 9.4356782 13.4199226 1.6133902 1.0284277 10.5853954 8.6595875 10.9087593 9.2033363 NA 1.8357624 2.7288565 13.7247260 11.0590776 11.1942596 9.1641198 2.3503275 11.7610019 11.1663622 3.9352994 8.6866220 3.9826103 10.0056904 11.2148342 10.3469532 9.3287631 8.2715844 5.4713533 11.5302477 4.4546760 2.1983370 4.0728004 9.8477912 8.6486305 NA 7.3727066 10.6745191 9.4346155 11.5401631 8.4672024 NA 9.1958286 8.5282564 11.4114235 6.1781569 2.9353089 10.0918056 6.9767772 3.6722669 10.4425671 5.9353018 10.2126660 12.0530307 8.4378016 10.4614742 13.6014659 8.4734253 9.1290728 7.8357656 9.7452299 0.0284277 7.8863916 9.9110535 1.0284277 9.3790404 9.4483707 10.5297501 8.6264629 10.2421223 12.5088220 10.7974218 4.1158739 10.0645841 9.4170843 5.8987743 10.0514718 -0.9717138 8.3230313 3.0284100 13.2322173 10.5728919 9.2512054 9.3446920 11.6484011 8.4960161 0.0284277 11.9006197 10.0944996 8.6357406 9.3782446 4.7008336 4.6133725 5.2951977 -0.9717138 7.0563169 0.6133431 9.9840604 -0.9717138 8.4837376 5.7317616 NA NA 11.9659682 11.4086010 11.3990979 10.3765854 13.0920583 6.9826069 4.5830015 6.1524289 8.5362052 9.9056946 9.0755345 9.8429930 3.9352994 NA NA 10.0234709 9.5371957 7.6208672 NA 10.7766033 9.3114988 9.4164277 8.1233325 10.3304782 0.0284277 1.0284277 2.6133666 NA 14.0237360 4.9352994 8.3344722 9.9591478 3.1158656 7.5322359 8.4898901 11.1733873 6.6577672 10.4630387 11.3135236 9.1692403 9.2869765 9.7757643 11.1045580 10.0021078 9.1065614 10.7366322 7.6686553 10.0121166 2.6133666 8.8972332 3.2891853 7.3659882 13.0234709 -0.0019399 0.0088920 0.0065262 -0.0117490 0.9389500 -0.0029091 -0.0051227 0.8597700 0.0696690 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6.6650346 0.6133431 -0.9717138 4.1158739 11.0441739 7.4796218 8.2132860 NA 6.5597916 8.588743 9.552952 10.938678 8.588743 8.240299 9.216999 9.598266 2.028428 10.511722 8.059078 7.624600 7.193317 8.086402 7.309182 12.407653 12.300749 8.845394 13.732206 11.750791 5.643120 8.536205 9.939803 6.620868 10.585874 4.672267 14.194181 7.420728 9.592560 2.350328 NA 8.978237 6.437802 12.721680 9.086402 13.419923 7.672267 6.929277 12.035963 8.618998 2.350328 12.135791 10.346953 11.324753 12.257079 9.455723 1.613390 11.645189 9.507180 8.665035 5.935302 7.639435 10.525264 12.058215 7.266816 10.399098 6.437802 8.526262 8.165401 10.647713 11.493211 8.959148 NA NA 8.700836 12.174343 10.243865 7.500086 9.917154 11.5999261 11.2530151 9.5656288 9.0312253 11.3732611 5.2378620 7.6614054 2.7288565 9.7192815 5.1983370 8.0368390 7.3230313 8.3253266 11.5197625 8.2998733 10.9938340 9.3604470 3.2763329 14.7074507 6.5719058 6.9110540 6.8576887 10.7017195 7.0563169 5.2378620 6.0056897 9.0687001 8.9869632 12.9906739 2.4878465 9.6614056 7.0340352 1.8357624 8.8770335 12.4644713 9.8660383 -0.9717138 11.0131850 8.0114039 3.9826103 8.9985162 5.0056919 5.7698775 7.6866217 8.4672024 9.8787379 5.9232276 8.8581333 1.6133902 9.9110535 10.2680090 8.9487632 13.2322173 10.4965254 10.0652708 9.3782446 11.5312423 8.4483707 8.5519724 10.9847866 10.8081298 4.3859625 1.0284277 NA 7.2857980 11.6860438 7.8195737 1.0284277 7.5322359 8.6541194 10.0816576 TCGA-B1-A655 77 0 NA 510 kidney stage i t1a n0 m0 female 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 2 3 NA NA 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.89064915 8.86933906 10.67577351 11.23190900 15.64892893 11.30158256 11.15099306 7.80569616 3.33499724 7.74146429 12.58317547 4.20493886 NA 2.79894220 9.56315775 10.15297851 10.20068249 3.64694602 1.06198352 8.92617025 8.85640000 10.06479907 7.58030908 5.29719875 3.06198352 9.90066276 10.29200441 1.47700374 10.02198600 8.97387527 9.19212560 9.29879553 8.34430035 7.17746140 3.28438087 10.70222897 9.69316109 10.76300159 7.94869662 2.28436607 10.63579211 2.61534567 8.48124202 8.02776835 0.47705557 11.11884746 9.30991148 7.97287643 9.70954430 1.06198352 6.54848441 10.31504356 NA 12.95161473 9.92100110 5.17745940 -1.52284079 11.26817423 11.42575374 12.74790080 8.62422631 5.67669336 15.80678282 9.71004202 8.46428557 10.06198406 5.21848671 9.02198600 6.53771695 9.35813556 2.47702965 13.85019254 1.74454863 8.54746448 7.56183017 5.40775722 9.10455551 3.33499724 9.59141463 10.06526762 14.74250837 8.15121396 13.96758694 5.30991103 9.90524559 6.93234824 12.03089076 NA 8.30674436 13.25858614 12.00388750 7.62167975 2.38391161 7.07693421 9.00840285 9.98432061 10.85043050 8.65817363 7.39290125 9.21342335 9.68769288 -1.52284079 9.79556437 9.17137949 10.77078049 10.22185534 8.58162015 9.06010441 11.65488324 9.65194718 13.90796403 -1.52284079 3.64694602 10.75285503 10.10869420 8.94360784 11.16417848 NA 0.06198352 0.79892147 13.25381436 6.49382984 8.76357922 13.12003212 9.77049310 9.97387527 10.04687708 3.96887411 6.65693106 5.54310917 11.23149151 11.39644354 12.06030765 10.21130769 8.45858871 9.99222857 10.71243741 0.06198352 0.06198352 0.79892147 8.31464940 2.86933844 0.06198352 8.24189308 12.57455990 10.02391594 9.34584409 9.45930210 -0.52304809 9.40034900 7.58030908 9.15407151 9.74087748 6.20494277 8.38691439 2.93645892 6.82535189 10.46677077 9.14944687 12.10740240 11.07460852 9.61912850 9.05916354 12.73955685 9.61529324 10.22521431 9.60243498 7.26818453 NA 7.18438048 10.43593669 1.06198352 9.48836759 10.01278291 11.34892673 2.38391161 9.23690968 10.79273719 10.33072096 0.79892147 10.43629897 8.52568562 3.86933844 6.14235829 NA 8.19298366 6.42538881 12.25005765 11.41898608 9.65755230 11.20132216 10.18954847 8.35813556 1.47700374 11.16315433 9.44208426 8.96586594 10.70734222 -1.52284079 5.06198352 4.14944636 0.06198352 8.35660471 2.93645892 11.30694242 1.06198352 7.94462715 5.26139542 NA NA 11.56116554 10.39065898 10.78990446 9.89645502 9.93952383 10.47455387 9.79048844 6.53376734 7.42538881 10.71870676 10.73352509 12.64483164 5.00058147 NA NA 10.15562162 9.43774750 8.89170686 4.72495035 11.77994596 12.66862055 9.46783457 5.50260430 8.62422631 NA -0.52304809 0.79892147 6.52687009 12.23971499 8.24189308 8.64944912 11.40053473 NA 9.03544219 9.37609130 11.07460852 5.63689429 10.36994375 10.43267144 9.79330303 8.30991148 9.28357110 11.76891165 10.84225039 9.70463754 10.47737367 7.96887469 9.37183936 2.79894220 9.28598565 5.20167306 7.04531955 10.02872978 -0.64212000 -0.00152430 0.00221930 0.00610900 0.00000000 -0.00166290 -0.00027724 0.62479000 -0.04807200 0.00305220 0.00305220 -0.64085000 -0.00152430 -0.00152430 0.00221930 0.00221930 0.00221930 0.00221930 0.00055459 0.00610900 0.00291330 -0.00166290 0.00166420 0.00166420 -0.00027724 0.00194180 -0.00344750 -0.64874000 0.00583090 0.00124810 -0.05158600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.35200280 6.25838136 7.97487343 7.41118386 -1.52284079 8.95882093 9.52414538 7.94595118 10.52004876 11.22774318 10.99025560 NA 6.30357072 9.52823041 3.45704264 9.30991148 11.88508584 2.93645892 -0.52304809 6.30991103 4.12087444 0.06198352 8.67669371 6.41953552 10.26848972 10.30317272 11.40483465 6.89064975 -1.52284079 NA -0.52304809 9.99469087 7.68890978 9.49452582 NA 5.51044296 8.5431107 10.3566048 9.0601044 9.5789972 8.9053816 10.6056604 10.4770216 4.4543009 10.8441632 9.1100168 6.9446266 3.4770167 9.2151138 5.1494464 14.7644273 11.5054456 9.4217335 13.4802759 13.0722207 6.1774614 9.0563375 10.1899783 7.8279606 10.5339979 2.5644757 13.0460464 4.5855455 10.3623366 1.2843957 -1.5228408 10.8370455 8.8725558 12.6795280 7.1423573 13.9079640 9.4585887 9.8006393 4.6864725 10.1072886 9.7704931 13.8202072 12.0603076 12.2995923 12.5733249 10.4976543 NA 10.1240302 9.2689983 11.7667523 9.1494469 7.8714839 9.4413623 13.5601684 9.8406088 11.6316767 0.4770556 5.9446266 8.0373542 12.0144826 12.3874769 7.4428059 NA NA 8.6331046 12.7246524 10.5289034 6.5959631 11.0130258 10.67270130 12.61249034 10.30317272 10.67577351 11.30158256 4.45430094 12.11839594 5.19126653 9.20918893 3.12088273 10.04021779 1.47700374 1.47700374 12.37448128 9.71662006 10.79047142 9.40849767 1.47700374 14.42294537 7.23307701 6.93645303 7.88241807 10.52039062 7.73205004 3.60630008 9.35813556 9.42319682 9.94462700 10.09678301 7.38991093 10.82298112 8.99370634 NA 11.88495310 10.61241019 9.36728587 -1.52284079 11.12267997 9.63626209 1.47700374 10.09219131 2.79894220 9.61912850 8.47137486 9.45930210 9.69069679 1.06198352 9.29959246 0.79892147 10.43593669 10.73264027 10.81965182 12.25005765 11.67131668 11.87870105 10.70734222 10.21342347 7.11001656 6.26492483 9.43919446 9.11817022 1.47700374 0.06198352 NA 9.93234868 10.57364444 8.94971234 -1.52284079 9.03544219 7.97885858 9.60887853 TCGA-B1-A656 64 0 NA 618 kidney stage i t1a n0 m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 NA NA 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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25.3164556962025 7.48292893 9.66831222 9.69184208 10.51552797 9.90965821 7.83882259 5.11635644 7.57402580 7.47491378 1.30900152 3.57803297 3.44650769 10.19835381 7.47491378 6.23500132 9.79684187 12.36360625 2.57204077 10.62324530 9.01082822 11.89358868 14.11070583 10.88454114 10.09232757 10.77701493 5.52623161 6.46280653 13.34764661 4.34462259 1.57201651 5.85743864 9.31350323 10.08773611 10.29256563 3.94126598 -1.01304304 7.39221523 9.75608508 12.28671115 7.61643048 5.99830158 5.13681890 8.47491378 11.61346733 6.47892652 12.48105433 11.53613651 10.61870567 8.69788013 7.75856302 7.11635644 6.30900152 11.79180988 11.24799336 9.82785173 6.29085380 NA 11.30920479 NA 9.64974226 7.76843380 -0.01289747 9.87961664 9.27478627 7.96435358 9.89771661 1.79443666 9.26436120 10.13173210 1.57201651 10.30956537 10.47340612 4.86971844 5.94127067 8.37077806 11.55502989 9.90071121 10.17132932 8.30222353 16.15910083 9.85743848 6.78148955 10.17689843 2.98706614 8.92076461 7.24916846 12.61483568 7.92076431 11.45315028 3.34039136 9.08262915 8.77170866 8.04776957 9.07320997 7.52623239 10.28456329 7.95574056 11.94435727 6.02049776 14.90972094 5.17689718 9.05715455 6.85743864 11.38901993 NA 3.30900152 13.61756849 11.77823671 8.39858467 7.92371195 7.70817275 9.79039770 9.65152103 10.33136978 7.15699923 7.16698251 8.43828495 8.55312777 4.07453969 9.28054553 9.03419783 9.72432114 10.96578428 9.14062581 7.69097713 12.17135568 9.22547859 12.62810950 1.57201651 5.17689718 10.59347908 8.71169003 9.89396447 9.64528537 NA 0.98710253 NA 14.90320987 12.02564992 10.22726888 13.63132444 3.68750866 11.42949901 11.59625257 6.07453755 6.31799138 5.94127067 9.66655388 10.81123700 10.78797371 9.24328254 8.09298225 11.54549453 11.05450820 1.98706614 3.37938530 -1.01304304 10.49734351 2.15701136 NA 8.19408804 11.32581020 9.96649896 9.76761359 8.19896211 NA 8.51845528 8.86205520 10.25403605 9.03556068 5.34462614 9.11377836 6.25386072 4.89396402 10.62777070 6.30900152 11.29484386 12.74185695 10.00944165 10.29711849 13.58431167 9.07320997 8.16946808 9.15072340 6.97006792 NA 7.27709301 10.15887611 3.69801840 10.19242721 8.81203255 10.76021304 9.10601481 10.18059918 11.29342038 10.93251766 4.37939223 10.74154384 9.02767852 5.67357338 8.01221332 NA 6.44650603 3.57204077 13.52228844 11.55027009 9.17070925 10.40703402 10.68447583 8.64349872 2.30900152 11.37966227 9.74029061 7.17194936 9.74029061 -1.01304304 7.05316348 4.47892652 2.98706614 5.13681890 4.34462259 10.02324745 2.44649445 10.17566269 6.65297830 NA 4.68751426 10.98284096 10.98319421 11.71881711 10.77007199 11.66984900 8.68924639 4.57203471 5.27653761 7.33580211 9.73442766 9.27593987 10.88378460 1.79443666 NA -1.01304304 10.08247082 10.07188224 7.69443311 4.51063285 11.90388633 12.61278268 7.36645249 7.92058748 10.01290551 NA -0.01289747 2.30900152 -1.01304304 14.60471347 5.68751426 8.39646479 10.27824454 NA 7.69097713 9.35448853 10.93398012 4.84505341 11.17597169 11.09429091 8.80085494 9.44240114 9.28628190 11.12854235 10.54166264 9.75194535 11.44573674 8.32692378 9.31687026 4.91780885 7.60545952 1.79443666 7.15494364 12.23336907 -0.00455560 0.00000000 -0.01356400 0.50759000 0.53415000 -0.00926660 -0.00387790 0.01433000 0.07412100 0.00694350 0.00694350 -0.00539920 0.00000000 0.00000000 -0.00581400 -0.00581400 -0.00581400 -0.00581400 -0.01890200 0.52310000 -0.02123500 -0.00926660 0.00069327 0.00069327 -0.00456950 -0.00332430 -0.00636680 -0.00124730 0.01978300 0.00750000 0.08579900 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.508 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.508 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 9.4577328 7.2491685 8.2954126 7.7964881 -1.0130430 9.9222389 10.1983538 9.6442493 10.4948685 12.0494877 9.8704808 5.4465044 5.7419604 10.7344277 2.6875087 5.1965284 9.8466086 6.2538607 NA 6.6735748 5.7552588 NA 8.8497113 5.4628082 10.7996523 9.7968419 11.9880879 7.4587486 -1.0130430 NA 0.5720165 11.0837890 6.6944331 8.7960380 -1.0130430 8.1719494 9.441373 9.959336 9.748625 9.020497 8.265523 8.970067 8.914852 1.309002 9.882649 8.720089 7.594404 7.791205 8.738618 6.446506 12.667104 12.324278 8.768433 12.748521 12.756602 4.794426 8.751945 9.554079 10.460272 9.913370 6.533968 13.441373 5.176897 10.319110 4.196528 NA 11.126305 6.413339 11.978773 8.668312 12.628110 8.082471 6.116356 9.693570 9.481929 3.687509 13.388353 10.787974 11.046418 13.638910 9.994101 2.157011 11.059541 8.342425 11.081811 6.309002 6.609126 10.303921 12.027021 9.368617 10.996902 5.917811 6.379390 7.020497 11.304486 11.549078 7.761861 NA NA 8.664794 12.943994 9.784395 6.326924 9.909658 11.55312786 11.36211325 9.79684187 9.01082822 10.88454114 6.32692378 9.04099980 2.68750866 10.24622862 6.45467930 8.72178345 6.47892652 5.63092961 11.29342038 9.64796112 11.36915744 9.22428367 3.23500706 14.62644280 7.16464249 6.22547932 7.99969847 10.87885751 9.00388216 3.74196308 6.31799138 9.53396819 10.02873296 12.48579840 8.54549468 12.50338944 9.13935872 1.98706614 11.77905066 11.91781116 11.15793779 1.98706614 10.38046431 7.71839314 3.07453969 10.44548049 8.94127008 6.25386072 6.29085380 8.19896211 9.76055097 6.77497677 9.79764548 3.79442626 10.15887611 10.72769791 9.53493236 13.52228844 11.43182993 11.37831740 9.74029061 10.90928656 8.29085472 6.71499415 10.04438865 9.88491930 4.63092961 -0.01289747 NA 8.67532408 11.99418345 7.01498009 7.20139274 7.69097713 8.32469586 9.77416011 TCGA-B1-A657 54 0 NA 641 kidney stage i t1b n0 m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 1.734007e-06 5.895622e-07 7.2463768115942 17.3913043478261 27.536231884058 21.7391304347826 26.0869565217391 9.87919511 10.46127725 10.29045101 9.02384194 10.34733092 9.66558819 NA 6.61661794 8.77286086 0.07942932 2.05269411 5.88672816 6.01797311 6.30176687 6.27577067 10.40355437 12.31059503 7.90380233 12.85189463 10.45441333 11.35646749 13.81581067 11.13601158 11.28353742 9.03840984 5.44860697 6.62883774 11.08873597 6.53332973 2.88672572 4.42515043 10.06284257 10.28435253 10.30698980 4.30176322 1.49441561 8.60815352 9.27577113 10.82448792 8.44715267 5.27577067 7.63651877 9.73460649 10.48876483 3.98626529 11.44204827 8.99226313 11.07396299 9.30979464 8.30979464 8.17036826 3.07937811 10.00418633 10.12194529 10.84893625 7.46307801 2.74232965 11.30790997 2.84136935 8.89742347 8.05091738 3.07937811 10.68793673 9.43104937 9.25596260 9.46399940 4.24930122 8.28394492 10.49792926 2.19484351 11.85621810 10.31618535 3.92067441 5.52783353 8.99422727 10.43178517 10.72773143 8.92381801 6.93735499 15.71526199 9.19571792 9.02871418 11.36920063 4.92067441 9.17740583 8.07937384 10.62626828 5.22233317 13.08873596 4.58399437 8.90046745 9.49300179 6.32730113 8.94768193 3.92067441 9.73042547 9.72803103 12.61715848 7.39829307 15.05271936 4.76120016 9.87591104 7.04515789 10.75120971 NA 7.28231377 13.90506145 12.56972336 8.44423802 8.45730741 7.72803069 9.95435526 9.30498303 10.69193523 8.40130194 7.63140263 9.24511841 9.78615770 -1.50553319 9.79247391 7.88458022 9.78730806 9.56721382 9.74648543 8.66057428 11.42183010 9.09246382 13.41201653 -1.50553319 1.49441561 10.56687897 10.31548777 9.24092558 10.51191579 -1.50553319 4.04900337 2.49441561 13.24616461 9.47097544 10.56955622 11.49669897 8.42810218 10.39942224 11.06474149 6.03357057 8.47882987 3.88672572 10.81295413 11.55476956 11.86640440 10.23966547 8.83426150 9.52093488 10.57921975 1.81635395 0.49436440 2.49441561 9.15083610 5.10912232 0.07942932 10.05713072 12.29116077 9.69224236 10.63619918 9.87811561 3.13827385 9.75238834 7.23587829 10.06212036 11.75165184 5.15262152 8.28231377 4.90379992 4.81741861 10.80842809 8.48167554 11.79990313 11.25263457 7.92903940 9.21462147 12.65994649 9.01109640 9.50773400 8.74825894 8.16329644 -1.50553319 7.50003558 9.83648610 -0.50553319 8.44508398 9.19917959 11.29531126 7.83426119 10.15930297 12.00517553 10.43104926 2.49441561 10.45042442 8.87883904 4.56050098 7.89315528 -0.50553319 5.76119750 6.29531161 12.22657879 11.10751016 9.58980842 10.78414209 10.49335432 9.16240996 0.49436440 10.83695554 9.30096109 7.50003558 11.13601158 2.40130279 5.24929742 6.38315475 2.66434630 7.13826770 1.49441561 10.54731901 1.30176322 8.47455083 5.39551871 NA 3.66433492 11.40130194 10.58716853 11.30377755 10.44788031 11.90817151 8.34146856 8.37705432 6.77583148 6.69898242 10.55375580 9.89529080 10.47097544 9.94819638 0.07942932 NA 10.09942777 9.20951526 8.73281594 6.44277932 10.96303543 10.06379237 9.54425991 6.67546453 10.69070613 1.66434630 2.19484351 0.49436440 NA 14.52188545 7.67680547 9.35704873 10.92250978 NA 9.38922907 8.85830525 11.51469685 8.17916019 10.45115052 9.37858185 9.63204296 8.98626444 9.19831489 11.18397263 10.12012018 10.24553690 10.82336668 7.78903212 9.74133013 3.62369131 9.47526488 5.55229406 7.97281670 11.24386184 0.00069327 0.60851000 0.62570000 -0.00360110 0.63499000 -0.00180140 0.00471900 0.62752000 0.14013000 -0.00166290 -0.00166290 -0.00653440 0.60955000 0.60851000 0.61822000 0.62570000 0.62570000 0.62570000 -0.00484610 -0.00360110 -0.00691950 -0.00180140 0.00777830 0.00379920 -0.01088500 -0.00581400 0.00013863 -0.00180140 0.63025000 -0.00539920 0.14013000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.618 0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.618 0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 9.75474289 6.52231788 9.06141683 8.07159483 NA 9.89689060 11.07349157 8.20415001 10.07702384 11.33783784 10.36747089 -0.50553319 5.43692470 9.78385391 4.66433492 5.24929742 11.17147025 4.90379992 0.49436440 8.10543609 4.24930122 -0.50553319 8.46019580 7.74233908 11.35651596 10.40355437 11.03855230 7.16683694 0.07942932 3.53881128 2.30176322 9.55713204 7.99226313 9.00616392 -0.50553319 6.83426119 9.202633 10.074199 9.529898 9.631402 8.651758 8.720824 10.742042 3.742340 10.324927 10.290451 7.436926 5.460195 9.495819 5.703865 13.455047 10.853063 10.021888 13.832869 13.102724 6.222331 6.737585 10.103128 9.855807 10.188334 5.912264 13.576394 1.494416 9.220630 1.494416 NA 10.926692 7.739964 12.304782 9.490179 13.412017 9.304983 8.189640 10.739370 10.316185 8.428102 13.395985 11.866404 11.949610 12.153515 10.453327 NA 11.054744 9.934762 11.242185 8.481676 8.681763 9.798763 12.544260 10.091067 11.377627 6.025793 6.633963 8.083126 11.296726 13.083828 8.401302 -1.505533 -1.505533 9.987266 12.591127 11.109303 7.218925 10.543239 11.45893274 11.86291781 10.40355437 10.45441333 11.13601158 7.01404726 9.19137882 4.10911814 9.10174172 5.53880507 9.35937138 3.98626529 7.68670431 12.73161384 9.98174893 11.13012945 9.84424550 2.40130279 14.95026831 7.03914388 7.28231377 7.92130481 10.65238978 8.19658393 5.93735381 8.23250343 9.70994435 9.21721884 12.12524727 8.66558819 11.27781893 7.78673291 -1.50553319 11.05808429 10.77315116 10.40842273 0.07942932 10.95665799 9.24595551 1.95386119 11.04034110 4.19485139 8.30979464 7.04515789 9.87811561 9.62925479 4.30176322 9.84921163 0.49436440 9.83648610 11.37428937 10.17257127 12.22657879 10.55138768 11.10220400 11.13601158 10.87865546 7.58187393 8.74115212 9.93735484 9.91542425 0.07942932 NA -1.50553319 9.64415840 11.07389934 9.13736570 1.07936104 9.38922907 8.94871063 11.52662932 TCGA-B2-3923 59 0 NA 992 kidney stage ii t2 nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 1 NA 3 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1763513 12.6681937 10.7224449 11.1027813 10.0112920 8.1545250 12.3143142 7.4440317 8.9933701 6.2491002 10.2897163 6.9308284 5.8069581 12.7446009 8.7250799 11.7443663 10.6642516 1.6270465 13.2246349 6.6787466 6.8891425 9.2181963 10.1048062 10.0031733 5.5577838 8.9812973 10.6431597 8.8230354 10.9248239 7.8019734 13.1382446 9.9646698 NA 12.1184000 10.7065327 10.8078895 0.6270465 11.2908283 10.0782590 4.9489746 10.5801530 9.0637593 9.2700021 8.2417577 9.5150300 9.2431740 7.0699910 9.2861518 5.0193639 11.0590677 10.4047142 11.1090995 13.0237865 10.6917907 11.1236520 10.2780995 10.5157912 7.7793326 6.7303356 9.4075877 9.5724918 0.2120090 6.5636859 NA 11.7985375 11.9632253 9.9774346 4.8364998 8.5985915 8.0321896 10.1244008 TCGA-B2-4098 72 1 51 NA kidney stage i t1b nx m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 4 3 1 NA 3 4 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 4.855218e-07 3.121212e-07 4.34782608695652 43.4782608695652 8.69565217391304 26.0869565217391 17.3913043478261 9.5223759 11.3316557 8.5959720 10.1970732 10.8464597 9.1987615 5.6684340 10.3014254 9.6036391 NA 3.4688700 5.8165332 4.8852473 7.1454818 6.3658710 10.2863236 12.2968059 8.3169616 9.8121277 11.0690829 11.5576709 13.6091422 10.6623289 11.8852456 9.0476954 3.9184149 7.3778439 13.4195259 5.4362618 0.4590119 5.1028387 9.8231155 10.4688094 10.2981846 5.7069090 1.7808980 9.2501437 9.3926714 11.5183253 8.6659953 5.0736917 5.9019240 10.3658714 10.6055495 4.8165332 11.5166342 8.5437893 10.4985854 9.2631119 8.4841204 8.7092793 3.7069062 11.3834223 10.0644604 10.9199486 8.2855294 0.4590119 10.1936904 3.1471601 8.5517379 7.8977729 1.7808980 10.9337008 9.1136169 8.6997723 10.2223344 1.7808980 7.6488055 10.3052548 5.2403410 12.2517711 10.0116499 5.2403410 7.1454818 9.2468833 11.8558532 11.4301651 9.1472311 8.3837933 14.5765428 10.2395206 7.5250697 9.3385641 4.7443818 10.0883375 7.3718698 10.4827352 5.3416229 12.8799937 2.9184053 9.2436484 7.3477241 6.2403410 9.2155371 3.6289019 9.0919761 9.7695936 12.6454047 8.0846899 14.5827175 5.8683707 10.4246352 8.2759643 11.0969641 NA 6.3044709 13.6441660 10.8956924 8.2695526 7.5831023 7.5779220 10.0542383 9.6087279 10.6884005 8.2501440 8.0700055 9.2966088 9.2288187 2.2663368 10.3122904 8.1834945 10.1180848 10.7536016 8.9143080 9.4160829 12.2403262 9.5477691 12.9483271 2.7809190 3.2663368 10.1515963 10.1410976 8.9468209 9.8925663 NA 3.6289019 3.7809085 13.9084519 7.4978997 9.4276477 10.2783616 9.8296682 9.4992705 10.1620193 4.6289077 7.6087279 8.8512984 11.3017240 11.0481638 12.0705544 10.4225995 8.9245474 10.4283674 10.6811720 5.9981391 2.7809190 3.3658745 8.2695526 8.8405237 1.4589594 9.9548359 12.3972740 9.5477691 10.3270317 9.7673199 3.8512993 10.4561603 7.6781494 9.0009487 8.2071735 7.7988308 9.0865147 4.6684369 5.9825419 11.1375810 9.0231303 11.1238725 10.5946902 9.4088076 8.6635521 12.1785836 9.3044709 8.7069083 9.1715078 8.1834945 0.4590119 7.8894334 10.9019244 3.0947428 7.4071726 10.0420636 11.1397799 9.8307575 9.5556960 11.7385914 10.8143320 3.0439394 10.1489788 8.7440595 5.4813474 7.1732264 NA 8.0846899 7.2403401 12.1841340 10.3146280 9.8967329 10.6653848 9.8883876 9.5183252 0.4590119 10.6768962 9.5223759 8.6289059 10.7051276 7.1243168 5.0439438 5.9825419 2.7443764 6.8852461 2.4589856 11.3684990 5.0439438 9.5033477 6.5450633 -0.5409881 1.4589594 11.3056465 10.1073385 11.5250700 11.0197913 11.2489220 9.4276477 9.3339621 6.6416732 8.7718638 10.7362682 9.3385641 10.5490933 3.1594193 -0.5409881 NA 9.9805813 9.4674095 8.8977726 2.6289135 11.3707473 11.2803562 9.6023641 8.2821571 10.4419744 NA -0.5409881 0.4590119 5.4813474 14.2550712 8.5570129 9.2647248 11.3874992 NA 9.4014954 9.4535888 10.7610485 7.5464438 9.6623289 9.6720851 9.0846896 8.2598807 8.4757889 11.8691672 10.7080943 9.9697450 11.0792007 8.2304701 10.0544434 4.4131743 9.7650425 5.9329305 8.3107300 9.8077090 0.00457260 0.00227810 -0.00970290 0.00075859 -0.00899060 0.05394800 -0.00346270 0.01992300 -0.05320600 -0.51506000 -0.53073000 0.00457260 0.00227810 0.01516800 0.00221930 0.00123560 0.00123560 0.00123560 -0.05725000 0.02890300 -0.00535790 0.02492200 0.01439300 0.01439300 -0.00191350 -0.00788630 -0.00097017 -0.54280000 0.02319500 0.00736090 -0.05320600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.441 0.441 0.000 0.000 -0.536 -0.536 0.000 0.000 -0.531 -0.531 0.000 0.000 0.000 -0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.441 0.441 0.000 0.000 -0.536 -0.536 0.000 0.000 -0.531 -0.531 0.000 0.000 0.000 -0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.458981 6.658653 8.288704 7.512201 3.365874 8.694995 9.542460 9.864122 10.911737 11.458970 11.422238 2.780919 6.365871 9.038297 4.706906 6.780908 10.910192 4.668437 2.266337 7.966775 5.567506 1.043974 8.613799 8.430524 11.395770 10.286324 10.724531 7.762761 NA NA NA 8.525070 7.889433 9.682982 1.043974 6.389718 10.0335744 10.5217016 8.3568265 10.9240370 9.1732264 9.4333954 10.6835855 3.5464377 10.2029738 9.3688740 7.5779220 6.3293461 9.8263956 5.6289048 13.5982924 10.6908021 9.9407803 13.1753716 13.3795198 7.4131769 10.5311135 10.2695525 10.0068394 9.8768334 6.4014957 12.7651850 5.3658710 9.7210758 1.7808980 -0.5409881 11.2084313 8.7021547 12.6447855 10.2304704 12.9483271 9.5384656 8.6902020 10.6604922 10.7938127 9.8296682 13.1114897 12.0705544 11.4312427 13.5197612 10.6169593 -0.5409881 10.4036929 9.6757267 11.0005615 9.0231303 8.3718703 9.5304432 12.7600483 10.5457806 11.4906820 6.3897182 5.8340209 6.1594213 11.9248023 12.3425787 7.2403401 -0.5409881 NA 9.1869014 12.7865335 11.2638822 7.1524674 10.9667755 10.4312427 12.5702796 10.2863236 11.0690829 10.6623289 6.3293461 11.1109294 5.7627607 8.0992258 5.2403410 10.1542091 4.8165332 7.6586535 12.5142413 9.0250349 11.5122280 9.9815624 2.9184053 13.8449780 6.6301069 7.5622684 8.2363678 10.7478469 8.7536015 2.7809190 8.7513024 9.5196767 9.2155371 11.2663357 8.3231669 12.0581963 7.6488055 0.4590119 11.8488810 10.1996049 10.6061858 -0.5409881 11.1309641 10.0865147 1.7808980 10.3301160 2.0439394 9.5006399 7.9265866 9.7673199 9.3442806 9.1225389 9.1154058 1.4589594 10.9019244 10.8285782 10.8054946 12.1841340 10.0523720 11.2759645 10.7051276 9.7443831 7.9942561 7.3477241 9.4730013 9.3216181 2.6289135 1.4589594 -0.5409881 9.1010326 10.9985565 9.0476954 3.4589856 9.4014954 8.4276477 10.2791598 TCGA-B2-4099 83 0 NA 972 kidney stage i t1a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.3846153846154 7.0733158 9.8489186 9.9565025 7.3851333 9.4242623 8.0641268 NA 7.8130821 7.4500656 -1.2260037 1.3347971 4.1664262 7.9008125 9.2149774 7.9440332 9.7333857 12.5881899 5.9136602 9.6772369 10.6513922 11.5517744 14.1048454 10.0297269 10.8599125 8.3534239 5.5155737 6.9136590 11.6651323 5.5020282 NA 7.3701111 8.7627929 10.0721707 10.0196608 1.5814477 1.5814477 8.2739541 9.5709588 11.2927613 8.1599707 6.4814669 8.8442290 9.1567321 11.2110799 7.0125128 11.5858842 4.5289963 10.3496474 9.4134487 8.2619482 6.7341107 3.0220304 11.6626612 10.5075472 10.2422231 7.1534862 NA 10.8173645 -1.2260037 9.5737379 7.4917842 1.5814477 10.4251599 8.8813251 8.2003729 9.9028436 0.3590713 7.0595099 9.1338576 NA 9.3458607 10.4904989 8.8969360 5.2498397 9.6305025 14.3468084 11.1203448 9.9346098 10.5978734 15.5935763 9.1250474 9.1294592 10.0756043 4.9238575 9.1930150 8.0455713 10.3892779 6.3888181 11.3550733 2.5814718 8.2298465 9.1824378 9.9046787 9.5990669 3.7283015 9.3296560 7.9440332 12.5080767 7.9515278 14.7221794 7.3851333 11.2927244 7.2457837 11.9192442 0.7740807 4.9835637 13.5380466 12.8782154 7.9713245 6.0687288 8.2273786 10.1502336 9.0291367 9.9327178 8.6521591 8.2719602 8.1749876 8.8681858 0.3590713 9.5381503 8.3609480 8.9402713 10.9405851 8.7613720 7.9059652 12.0889604 9.1674987 11.8723048 1.7741229 1.7741229 10.3449126 10.3382576 10.0773180 9.0756043 -1.2260037 4.7048443 0.3590713 14.3716661 10.0226287 9.7971695 13.3944998 8.4341040 9.8988757 10.0432349 2.6809994 6.5942873 10.8033954 9.6809987 10.0675798 11.6206328 9.2569161 8.0525577 8.8826327 10.7319357 2.7741018 2.6809994 4.7513887 8.4710757 1.5814477 NA 9.6297553 12.3250954 10.2893152 10.3548378 8.3814383 3.6444678 9.7985552 8.8171356 9.5853143 8.6914801 6.4179639 9.4025538 4.1316636 5.2659619 10.8819791 8.1621254 10.9984113 10.6227311 12.4214541 10.0336337 12.3507106 9.0125128 9.9908541 9.5011778 8.7839369 -1.2260037 7.2779336 10.7409740 9.2506317 10.2695484 8.6974357 11.6785546 8.6274175 10.5970772 11.4937109 11.2518664 5.4606082 10.5778357 7.4848454 5.2003710 6.6133121 NA 7.8321001 6.1749876 12.9834092 10.2674632 9.3132669 10.6881195 10.3515370 9.3035388 8.0362027 10.8508770 9.5298303 7.3961603 8.9440332 -1.2260037 5.7627926 8.2759452 1.7741229 7.3054900 4.6567538 10.7066920 7.0778892 9.9589834 5.4641062 NA 0.3590713 9.9263930 10.5546479 11.0764615 10.3929524 10.8095946 8.0479037 7.9931071 6.2012947 11.0672924 10.6662714 9.9700954 10.3851329 1.5814477 NA NA 9.3674993 9.8054647 8.6989206 7.9059652 13.6850787 13.5225107 10.1583523 7.4636870 10.4260567 NA NA -0.2258349 NA 14.3957022 7.1877361 9.2709620 10.7166226 -1.2260037 8.7077988 9.2878850 10.6922260 6.7456515 10.0190665 10.6113418 8.8280340 8.5846799 9.8246371 11.1453402 10.3487017 8.8956416 11.2759453 7.8020142 10.0765129 7.9289263 10.2863548 5.0220348 7.2937448 11.1850894 -0.02384000 0.00097064 0.06649100 0.61824000 0.05950800 -0.01807800 -0.00871460 0.00873180 0.01600600 -0.02384000 -0.02384000 -0.02384000 0.00000000 0.00097064 -0.54088000 -0.54088000 -0.54088000 0.07656600 -0.09446000 0.06583600 -0.01073100 -0.01807800 -0.07774500 -0.07774500 -0.00885260 0.16640000 0.06551300 -0.08439500 0.07081700 0.01056400 0.01600600 0.000 0.000 0.000 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.9477854 6.7853348 9.4797405 7.0644496 0.3590713 9.1437054 8.7048453 9.6185863 10.3430143 11.7342549 10.7930038 0.7740807 6.6069988 9.6521591 3.3590713 7.8668653 10.3234115 4.1316636 NA 8.1294592 5.6929711 2.0960257 9.9829521 6.8826320 10.7574616 9.7333857 11.3525327 8.7312101 -0.2258349 -0.2258349 -0.2258349 10.5818656 8.4917846 8.5406372 -1.2260037 6.6869977 8.5003264 9.9589834 8.2396744 10.0220357 8.3306140 4.7283069 9.2927613 5.0595110 10.2211914 9.6892406 7.2898077 7.7398926 10.0932158 7.9187667 12.7737559 10.6456284 9.6038309 13.2686513 13.8707821 6.5088184 8.8695050 9.1524030 7.0595099 9.1824378 4.6809994 13.1055850 8.6227309 9.0733160 5.1491496 2.2335507 10.3382576 7.6289762 12.8093368 10.2976700 11.8723048 9.5758164 7.0502329 7.1664252 11.7816611 8.4341040 15.3284572 11.6206328 10.6548395 14.9301912 9.9737804 1.7741229 11.0470295 8.3961599 10.2724588 8.1621254 8.1813759 10.2035149 12.2420957 10.8415425 11.3986751 3.5289963 5.5814627 5.4883543 11.9426236 12.5716683 7.9908539 0.3590713 -1.2260037 11.6425449 12.9276602 10.2748953 8.5206226 10.5172595 10.9899444 11.5856835 9.7333857 10.6513922 10.0297269 5.5942858 11.3628228 5.3286965 8.7427749 6.7513874 9.0652788 7.0125128 4.8826333 12.8889778 8.4535884 11.0540089 9.2838831 2.3590713 13.2040379 6.3347470 6.4883543 10.1485337 10.4367765 9.6817500 3.4745529 8.4323197 10.6981784 8.6864287 11.7907424 6.5020282 12.2662117 10.1707129 -0.2258349 11.4919987 10.9707102 10.4952074 NA 10.5946860 9.3353962 1.3590713 10.3006073 8.4341040 9.1217296 9.5298303 8.3814383 8.8518586 3.0220304 9.3795876 3.5814597 10.7409740 10.7103780 11.5737945 12.9834092 11.2836357 12.1355037 8.9440332 10.6832512 7.5488951 6.0220348 9.6452434 9.1856191 3.2976757 -0.2258349 NA 10.8348040 11.7389345 8.4016420 3.6320937 8.7077988 8.0502323 9.6877455 TCGA-B2-4101 52 0 NA 648 kidney stage ii t2a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8.323232e-07 1.734007e-07 23.3333333333333 13.3333333333333 6.66666666666667 46.6666666666667 10 8.8991536 10.6649828 9.5465590 7.6646151 9.9603977 9.0678269 3.5353314 7.5808495 9.4439387 -0.2719489 1.3672033 5.8260094 7.5256383 10.5707200 8.5921629 11.1103306 12.0091824 7.8903683 9.2613066 11.9630935 11.9660830 13.3775272 10.3390016 11.4698651 9.1202941 7.6646151 7.9325478 12.7319716 6.2978315 -1.2719489 9.1287708 9.6136733 10.2676203 9.8777239 4.8154371 2.6348720 8.4626863 9.5851802 11.2784831 10.4153525 5.5093380 9.6348675 10.3311395 10.3348447 6.0408596 11.2064937 7.9591981 10.3504863 10.7957473 8.6865296 8.5272584 2.7279858 11.6516757 10.2627660 10.6311055 8.4249443 0.3128975 10.5713522 1.6444562 8.7203062 8.2258287 1.8978987 10.0744906 9.9337700 9.0588936 9.3953278 0.3128975 6.4626871 9.0283293 1.7279640 11.3814937 10.5473576 9.1594745 5.6227957 11.8946640 10.9900717 10.9069528 8.7358031 10.1807328 15.3041954 9.5867349 8.4911893 9.2466299 5.2515373 10.1652088 7.2902189 10.1078967 6.6527891 12.4763793 3.4116703 9.2473871 8.4895281 11.2372570 8.8520981 3.5859600 9.5417580 8.4626863 12.1239125 7.5983414 14.8558243 10.4465097 10.6962980 7.6527891 11.1988898 NA 4.2198268 12.2707669 11.8156054 8.4895281 4.1202939 8.5592842 9.1709203 7.9853644 10.9797551 9.0833280 9.5150631 9.3241666 8.9982722 0.3128975 9.7723710 8.9483553 9.5695412 11.0736593 8.7967551 7.5734669 11.6256597 9.4986406 12.3951993 2.0499095 -0.2719489 9.9319365 9.6478160 8.7805450 10.2313057 -1.2719489 6.5545259 4.9759053 13.8086694 7.9398654 10.9812334 11.5561133 9.8410678 8.1812477 9.1426621 3.9759053 6.5797262 11.5501493 11.2288187 9.8789933 11.5561966 10.8064613 8.6014209 9.0833280 10.8443208 6.7832589 3.1874035 6.6044939 8.1331181 2.8978987 -0.2719489 9.9215022 12.6381511 9.4387833 10.1955824 9.7503446 4.6587142 10.3297476 7.8903683 9.8039440 9.5867349 7.5191401 9.7859685 5.6937601 6.9931229 9.8991536 9.3888641 11.6944823 10.8121208 13.0522980 8.7134061 11.2200803 9.1106008 10.1646884 9.6550140 9.1874085 4.1202939 9.0986643 11.2325476 9.4273323 7.9526778 10.1955824 11.5880938 8.4405038 10.1573836 11.4826556 10.9134718 5.8154397 9.2978325 8.2230725 5.8469170 6.8675283 -1.2719489 9.5207672 7.6408660 12.7921301 9.7357049 8.8777240 10.7713459 9.8240330 9.4728106 6.7223308 10.6825367 8.7123953 7.7023916 10.3884185 2.4284104 4.7052591 8.7641504 4.9759053 6.9663820 4.2515373 10.6723229 6.0317569 11.3260293 6.4651909 -0.2719489 0.3128975 10.9573965 10.3058776 11.7651805 11.3566501 11.7468724 9.1719564 9.6002053 6.0883409 11.9126972 11.5223927 9.8611190 12.0168429 2.1874194 1.3129555 NA 10.1579066 8.7152410 9.8611190 7.8878481 13.4507310 13.8793502 10.7290331 7.5050350 9.9325480 NA 0.3128975 1.3129555 -1.2719489 14.7194987 8.9675753 9.8384602 11.6659023 -0.2719489 9.1341819 9.1436868 10.8617612 8.2278229 10.7879971 9.2902193 9.7791857 8.4109715 8.9066417 11.2875929 10.4998789 10.1106009 10.9316307 7.9153291 10.1142488 9.0866280 11.4441532 5.3153416 8.3322152 9.7102575 0.00415860 0.00221930 0.00322190 0.41446000 -0.00899060 -0.01243800 -0.00842030 0.01237600 0.02258500 -0.00981850 -0.00981850 0.00415860 0.00221930 0.00221930 -0.44307000 -0.44307000 0.00322190 0.00322190 -0.00479040 -0.01064600 0.00291330 -0.01243800 -0.00297870 -0.00297870 -0.00098368 0.00000000 0.00027728 -0.02807600 -0.00152430 0.00610900 0.05266800 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.2959329 6.9029020 10.5385484 6.7321416 -1.2719489 8.6836266 9.4686008 10.2144699 10.3152856 11.0868066 10.4065770 0.3128975 5.5481561 9.0767050 8.8213416 8.0017724 10.8627240 5.6937601 2.0499095 7.4249448 4.6587142 -1.2719489 9.0385895 6.7668959 11.3846385 11.1103306 10.7425414 7.7641504 1.0499095 NA 1.3129555 9.4820292 8.1373678 9.0041013 -1.2719489 7.5703271 10.4841161 10.5481558 7.8700842 11.1955824 8.9888962 5.7832602 11.0125118 4.7723713 9.9507717 9.6090908 6.5734669 7.7696362 10.2233322 7.0633670 13.2406556 10.2352759 10.3436065 13.3861883 13.3241083 8.0499052 9.4336092 9.6894265 9.1008418 9.5851802 7.4828644 12.7620020 9.6915954 9.9982721 5.7052564 0.3128975 10.4541950 9.3091773 12.7847839 10.5793355 12.3951993 9.8482146 8.0811239 9.4021692 10.5341236 9.8410678 16.0201277 11.5561966 11.9877201 14.0736939 11.2340364 1.8978987 11.0975741 9.9422959 11.1349790 9.3888641 8.3054056 9.7873213 12.9034484 11.5144506 11.4683858 4.8777246 5.8777246 6.3054051 10.9788674 12.7793557 6.8469182 NA -1.2719489 10.3808217 12.5885789 11.6693418 7.6966435 11.0549680 11.350257 12.966904 11.110331 11.963094 10.339002 7.980642 11.832412 6.788673 8.884060 6.554526 10.753462 6.040860 7.428416 13.065985 8.761400 11.932089 10.747220 3.120302 13.472180 6.183961 6.658714 9.596838 9.650561 10.487449 4.251537 9.098664 10.347738 8.556113 10.944723 6.103017 12.311295 10.686167 1.049910 11.755192 10.468179 10.179703 3.187404 11.774589 10.401728 4.937429 9.930101 9.612911 9.163647 7.772371 9.750345 9.830274 8.031757 8.729385 3.727975 11.232548 10.649732 11.164688 12.792130 9.951978 10.877406 10.388418 10.559284 7.655755 6.522393 9.674883 9.743392 2.428410 3.187404 -1.271949 11.058053 12.073917 9.890368 4.371831 9.134182 7.872635 10.400402 TCGA-B2-4102 61 0 NA 952 kidney stage i t1b nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 2 NA 3 1 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.39361398 11.80860374 11.53056167 7.43281162 10.04721813 9.08651019 1.51096192 6.77316031 9.68402341 -0.48903808 2.14090951 5.65052332 6.37515762 9.95857084 8.03649179 11.01529336 12.03293935 8.57031530 11.33990076 11.44613597 11.72923143 13.40105563 10.11922582 11.66815995 8.81817184 6.87291492 7.86191009 11.58494508 7.12568106 NA 8.68831571 9.58109190 10.37438290 10.02321764 3.83290014 1.51096192 8.39666728 9.33194768 11.55809483 8.53749449 5.31832407 9.11181303 10.42834300 9.85082098 4.98670218 11.47386695 2.51096192 10.05834748 10.20663419 8.10902356 8.64411333 2.59843667 12.14884105 10.33075087 10.72498640 8.28904827 NA 10.32259046 2.98604680 9.15398819 8.16381570 -1.48883561 9.96475600 9.88655350 8.89683340 9.69893538 3.15482621 6.89034941 9.31039829 0.09599191 11.96835180 11.08651019 10.39208490 5.85969877 11.79428073 12.14078287 11.03795911 8.29069026 9.60306733 15.66332511 9.28163474 8.88383614 10.38249121 5.27915553 10.04964492 7.39055420 9.71186947 4.98670218 12.86466914 1.31834577 8.96701726 9.08461814 10.48789298 8.75771168 -0.48903808 9.39055420 8.36272016 11.79348025 8.16739556 14.57592690 9.30050449 10.71775335 7.67336208 11.01355417 -1.48883561 3.03453268 13.10249329 12.66246322 8.63250452 4.36894990 7.74698518 9.99277041 7.86632198 10.90167734 9.10529543 9.29724049 8.96424151 9.05206750 NA 9.98619773 8.91504817 9.71064322 9.83177149 9.25075153 8.33433810 11.59651311 9.35253520 12.83761108 1.83289001 1.51096192 9.21919273 9.86483459 8.71064322 10.40313423 NA 6.12568003 4.72042623 13.31495065 10.37940772 10.45897302 12.84928949 10.18339632 8.47819728 9.27501310 4.92036000 6.59312067 10.17675098 11.19133045 10.52882328 11.19854130 10.85137739 8.57031530 8.24059149 10.51484017 3.79636933 2.21141721 3.31833130 8.06747685 0.83293051 1.31834577 9.98213811 13.61343879 10.00782466 11.44852866 9.75473989 3.76684955 10.44466158 7.52219781 8.96360330 10.18780956 6.71554199 8.53472541 5.56625197 6.23889192 9.78534915 9.42161359 11.55758341 10.79810610 13.81827849 8.49400711 10.93250983 9.03551257 11.18648700 9.38364576 10.78971075 -1.48883561 8.22349785 11.12660059 8.10258675 8.40995008 9.53264502 11.34583699 8.40427261 10.00732545 11.50779746 10.67241774 5.01876768 9.23207022 7.90309493 5.62991319 6.33114984 -0.48903808 8.44022926 7.73255820 12.40190017 9.96424151 9.20184187 11.03575751 10.31872830 9.07607295 9.37360819 10.68032603 8.59577926 8.28411015 10.54576986 1.09592442 4.79637452 8.31187090 2.68088692 7.24906319 4.18339917 10.99529039 6.76363598 9.78593138 6.39153403 NA 0.09599191 11.06436022 10.02173511 11.50762093 11.29744479 11.57655535 9.19133045 9.81013314 6.55186358 11.70495822 11.40881640 9.81246710 12.34859887 1.51096192 1.51096192 NA 10.10762654 8.65944760 10.12660059 7.63509194 13.47327955 14.75392171 11.23974178 7.61144906 9.95546829 -1.48883561 -0.48903808 0.51096192 -1.48883561 15.13819131 9.23377856 9.62080155 11.58125963 NA 8.98264626 9.08829586 10.97398437 8.87181809 10.84915016 9.14940673 9.70017769 8.45055021 8.88818158 11.32033715 11.09311295 9.92089216 10.85387896 7.95184012 10.07800480 8.05786558 10.90516562 5.93328700 8.56322640 9.49823491 -0.00276320 0.00235810 -0.00346270 0.48578000 -0.01030900 -0.00323320 0.00000000 0.01656500 -0.05443700 0.02211900 0.01327900 -0.00276320 0.00235810 0.00235810 -0.50048000 -0.50048000 -0.00207890 -0.00041585 -0.01532900 -0.01489200 -0.00894370 -0.02216200 0.00390760 0.00390760 0.00000000 0.00046861 -0.00761010 -0.49287000 0.02581200 0.01000600 -0.05443700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3175206 6.7007962 10.0978107 6.8094466 NA 9.0048264 6.1548262 9.7145454 10.1944043 11.2827018 10.2890480 0.8329305 6.3247530 8.9867045 3.5109746 7.5249914 11.3227470 5.5662520 2.4178660 7.5277796 6.3997146 1.5109619 8.7179851 8.0883998 11.4966866 11.0152934 10.4570438 7.8261207 1.5109619 -1.4888356 1.5109619 9.3627199 8.2923308 9.5263860 -0.4890381 7.1330230 9.8418878 10.5539982 7.5635387 10.3319477 9.0510991 6.8772927 11.1807418 5.2388900 10.0438138 9.7069582 6.5662535 6.9203624 10.0931129 7.0423521 13.2773446 9.9719387 10.3670073 13.4294615 12.6383108 8.2269328 9.1548272 9.7367809 8.8497072 9.4651672 5.8147529 12.6280458 8.3595941 10.1557285 5.0959329 2.5109619 10.0641202 9.6632558 12.6537162 10.2473729 12.8376111 9.9065051 8.4357836 9.7469852 10.6473213 10.1833963 16.1109491 11.1985413 12.0472182 13.2571178 11.4682544 2.0959244 11.0883998 11.2816349 11.3454420 9.4216136 7.9785766 9.6883905 12.8095347 11.5183487 11.4762069 6.1403267 6.0501294 6.8283841 11.3941870 12.8278181 7.7277170 0.8329305 NA 10.4476088 12.6278022 11.6162067 7.5608196 11.0355126 11.1017919 12.9225481 11.0152934 11.4461360 10.1192258 7.1403277 11.1439661 6.9497625 8.9704025 7.3021335 10.7902913 4.9867022 7.3279550 12.7407203 8.8805683 11.7680641 10.6635727 2.2114172 13.9174085 7.1722855 6.6758780 9.5216809 9.9750060 10.1864869 6.3751576 9.4171099 9.6632558 7.6554763 10.7707142 7.1293562 12.4644399 10.0306071 -0.4890381 11.7120227 10.0251919 9.9518401 -0.4890381 11.6774479 10.1321070 3.2658569 10.4832327 6.8641180 9.3478102 8.6402540 9.7547399 9.4953324 6.0266717 9.0751205 4.8685238 11.1266006 10.4520186 11.3605715 12.4019002 10.2299319 10.6486025 10.5457699 10.3974296 7.1974713 6.9907507 9.6537162 9.2832854 2.0959244 5.0187677 NA 10.6896358 11.5084274 9.7007955 5.2388900 8.9826463 8.0559353 10.1453282 TCGA-B2-5633 56 0 NA 963 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 6 2 8 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040404e-06 3.121212e-07 14.2857142857143 23.8095238095238 16.6666666666667 23.8095238095238 21.4285714285714 7.69544825 11.25656366 9.17894291 6.93463562 10.36621608 8.97277076 7.09690697 9.06789116 10.02411755 -0.04260539 1.23829773 4.44921139 5.10710197 10.28097348 5.31490675 11.27448561 11.86893492 7.54607027 8.40856667 11.31243142 11.72657368 14.76318441 10.20883802 11.59714858 8.65952823 6.58671221 7.29720609 13.04912161 6.19576098 NA 9.06064352 9.74117235 10.22531277 9.71807559 3.27927813 -0.04260539 8.59398041 9.30829488 11.49481674 9.42903090 5.83999989 10.07694530 10.49651448 10.23406164 4.91155258 11.87547353 9.84457632 10.06260948 10.73871541 8.15457258 7.44117138 3.48091135 11.88957043 10.39458756 10.58534548 7.92602255 4.00174821 10.06244569 3.09158137 9.17101888 7.71890682 -1.04275399 9.73214266 9.99146686 8.83999863 9.98633228 3.41678571 6.68527582 9.40443888 6.59397966 12.27688668 9.74688931 9.77433936 6.31490856 12.70630637 11.63969193 11.09338554 8.60301428 10.75339528 15.81447407 9.35181845 8.75014588 9.05538765 4.44921139 9.91518325 7.55354559 10.59624409 7.10710302 13.86260163 1.54473266 8.20136284 9.17167471 11.27533350 8.60481413 5.52721112 9.50328552 8.90718241 11.87565990 8.60301428 14.89343822 10.26227729 10.73831363 8.74851859 11.57688790 NA 9.23231611 12.63903332 13.02663759 7.04481812 2.86425549 7.06588031 9.88068308 8.55540819 10.86912210 9.02881803 9.29609210 9.25082731 9.98802283 -1.04275399 9.81611375 8.76148674 9.48189729 10.00038288 8.83079976 8.61556711 12.05787018 9.74933246 11.34859926 2.12727008 2.12727008 9.60661193 8.67503221 8.71890682 10.40081722 NA 2.27929299 3.76470708 13.22165164 7.08663836 9.90645276 11.53643582 10.04282816 7.86424620 9.25427184 4.57206504 6.79655882 10.91952869 11.31628153 10.19336987 10.99158030 11.09690704 7.91735776 8.86724877 10.75258361 6.77753413 1.95735747 6.60840712 7.44920891 2.12727008 -0.04260539 10.12163414 13.59923807 9.01940169 10.60391439 10.14903182 2.78211496 10.05143328 7.05538765 9.42437018 6.11722750 7.12226271 8.38362049 5.99077792 7.49263114 9.46217464 9.33130841 11.18135734 11.67524622 13.82236392 8.71057228 11.16375960 9.12226271 11.07888918 8.79182677 7.39198419 -0.04260539 8.33239511 11.51098496 8.25091942 7.38370429 9.96998017 11.12257676 9.41678718 9.93892295 11.88124021 10.76712375 4.60120920 8.79498373 8.05209305 7.82772060 7.54607027 NA 8.71057228 7.86724846 12.53041107 10.10010092 8.63154778 11.05308234 9.54887796 9.21238427 7.43308881 10.68976478 8.74688947 8.58671221 10.61690561 0.95732032 4.12727834 7.37098376 2.27929299 9.06718641 3.95735747 10.66557735 7.03417169 11.32010221 6.32734605 NA NA 11.01973916 10.36196504 11.36435783 11.24333574 10.42750613 9.02881803 9.64466135 7.01258432 11.93820925 11.43612529 9.82231557 12.23522420 NA 0.54230758 NA 10.09882416 8.87621886 9.78707832 3.91154778 14.72248634 14.07686423 11.75602998 6.53092753 10.31820271 NA 0.95732032 1.76472831 0.54230758 14.12778934 9.15825421 8.96718417 11.93874458 NA 8.19814689 9.23349170 10.32695299 5.80284461 11.16009170 9.14964857 9.71890682 8.55540819 9.20290840 11.29218760 10.46267097 10.00924428 10.66687036 7.75177166 10.13850796 8.28153598 11.26569468 5.04248238 7.54850367 10.03883904 0.00694350 -0.00193990 0.00847430 0.54871000 -0.51579000 0.00235810 -0.00027724 0.01042400 -0.08889900 0.00555290 0.00694350 0.00694350 -0.00013862 -0.00193990 -0.52512000 -0.52512000 -0.52512000 -0.52512000 0.00000000 0.00277450 0.00055459 -0.00820090 -0.51928000 -0.51928000 -0.00027724 -0.00180140 -0.00678130 -0.51825000 0.01251600 0.00903120 -0.07881000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 10.3060838 6.9057227 10.3640922 6.2758526 0.5423076 8.8821683 7.6508428 10.8885475 10.5848895 11.2641778 10.0024328 1.9573575 6.4330896 8.9071824 6.3149086 7.6508428 11.3693962 5.9907779 0.9573203 6.5119439 4.8399999 1.2792930 8.9446195 7.6297814 11.1856843 11.2744856 9.8685903 7.3878080 0.5423076 2.9573575 -1.0427540 9.5994074 8.2815360 9.3635607 1.2792930 6.5347838 10.876219 10.599859 7.480918 10.390941 8.888093 7.568380 11.387285 4.957357 10.467131 9.632431 6.738715 7.214744 10.270806 8.050113 13.790493 9.818443 10.386239 12.812711 12.387547 8.183768 9.194566 9.746074 8.007204 9.396147 5.349673 12.854256 8.965784 8.832337 4.416786 3.601209 10.388853 10.178339 12.818443 8.783904 11.348599 9.370984 8.317105 10.758660 10.375735 10.042828 15.972357 10.991580 12.088730 13.204987 11.526499 1.542308 10.687826 10.927821 11.187076 9.331308 7.601212 9.994903 13.091541 11.158561 11.282928 5.738717 5.572065 7.661259 11.005161 12.319847 7.190975 NA NA 10.409597 12.593527 11.717649 7.195760 11.136954 11.1996366 13.3518853 11.2744856 11.3124314 10.2088380 7.3323947 11.9524161 6.7452588 8.8866142 6.8153372 10.9389229 4.9115526 7.3496731 13.4157392 8.5957916 12.0680021 10.5456018 4.4167857 13.4214546 6.5408906 6.8399986 9.2714289 9.7823144 10.4421785 4.9573575 9.6385941 9.5526132 7.9852619 11.0671863 8.0180516 12.0830920 10.5980525 2.2792930 11.4591929 10.2508273 9.7147457 1.5423076 11.9274615 10.1915744 2.6578000 10.0268055 8.4926311 9.4341019 9.8679984 10.1490318 9.2997859 4.6577943 8.4848326 5.8998693 11.5109850 10.2456450 11.4305541 12.5304111 10.0606435 10.5716054 10.6169056 10.8269495 7.8791966 7.2882727 9.6253542 9.7735393 2.1272701 0.9573203 NA 10.8476199 10.8569581 9.9580599 4.6012092 8.1981469 8.1885770 10.1527279 TCGA-B2-5635 74 0 NA 755 kidney stage i t1a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 8 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.144444e-06 4.161616e-07 14.8936170212766 12.7659574468085 29.7872340425532 27.6595744680851 14.8936170212766 7.9380834 10.9757526 10.1035995 7.2073199 9.7517509 8.6429986 5.0566052 8.3279707 9.5121285 -1.3356992 1.8050860 5.0393271 5.5950262 9.8584293 7.3331732 10.9266766 12.0667672 7.7303771 9.5659092 11.0352452 11.6531503 14.3217171 10.8994048 11.4297814 8.3836771 6.5469315 7.1072317 13.2712716 6.0566052 NA 8.4963393 9.9339992 10.4468768 9.8608902 3.4716427 NA 8.3420075 9.4250081 11.5905841 8.7922824 5.9771700 9.9038867 9.9646406 10.2872550 5.6300734 11.3029503 2.5711671 10.0102477 10.3781042 8.2227089 7.7596852 3.5222692 12.0678328 10.5358083 10.3590812 7.9817008 6.1164874 10.1989557 2.0455828 8.6413105 7.7464371 -1.3356992 10.1395149 9.9833957 8.4812719 9.5275529 3.2492481 6.2417163 9.5957643 3.6184853 11.8244747 10.1339299 9.9583343 3.9496937 11.4149113 12.9372094 10.6465687 8.8254199 10.5230462 16.2042799 9.6315143 8.1237195 10.2808370 4.6184853 9.7004617 7.3153398 10.1318936 4.3922075 13.1683622 1.3104565 9.1964979 9.2530027 10.8213192 8.6111945 2.9862107 9.7350799 7.8931067 11.5814737 7.6387023 15.4010222 9.4183405 10.5561667 7.1917650 11.4345390 NA 6.1154994 14.0320100 12.1422993 7.9334145 4.8140376 8.9038867 10.1093030 8.1216687 10.1750522 8.8367157 9.3135443 9.0019100 9.2492505 -0.3356992 9.7431061 8.5606206 9.4099624 9.8335868 9.3313996 8.2734669 11.6832515 9.4955952 12.8254200 1.2492633 -0.3356992 9.8882898 8.9929630 8.7141366 10.2977374 0.2492633 4.6415691 3.2492481 13.2704041 9.9663558 10.3371553 12.3778894 9.4772675 9.1298546 10.1344385 5.0218395 6.7249844 9.9444788 10.8404613 10.4776685 11.3356058 10.8846664 8.4716431 7.5711785 10.8070333 4.0905571 2.9122091 2.5711671 8.3853875 2.4716557 -1.3356992 9.6543920 13.3175810 9.7451055 11.2087696 9.6315143 2.8342056 10.1710916 7.9122157 9.4295411 8.7344092 6.8541129 9.3313996 6.3367136 5.8140351 9.3287353 8.8713025 11.3718629 11.6047852 13.1846612 9.0621017 11.6627022 9.0768578 10.6451417 9.5307943 9.5704271 NA 8.4924245 10.8713024 6.7934681 7.7703276 9.9623506 11.1824494 9.6977111 9.8360904 11.6803999 10.8550387 5.6866546 9.2034469 8.1995634 5.9216767 8.2284378 NA 7.9098409 7.3507889 12.4805718 10.7307137 8.8822456 11.0002367 10.0614279 8.9427376 6.7884090 10.8405579 8.6699126 7.7222795 10.6454986 -1.3356992 4.8342106 6.7357510 2.3647405 7.7490964 3.8342157 10.5685463 5.0566052 10.3447355 6.0206955 NA NA 11.4798715 10.4639745 11.3716472 11.0286964 11.1382475 8.5771773 9.2063526 6.7215217 11.2350925 11.1257675 9.9163621 12.5110517 -1.3356992 0.9862289 -1.3356992 10.4542293 8.9450590 9.4804717 6.9216755 13.2171973 14.2716762 11.1443209 7.7431063 10.3612556 1.9862289 -0.3356992 NA 0.9862289 14.8743315 8.3819647 9.0447493 11.4047013 NA 8.7728127 9.0931088 10.6709648 7.6558098 10.7845260 9.6713153 9.5575897 8.8216350 9.3000063 11.3320649 10.5373476 9.7793318 10.9476659 7.9357509 10.0165247 7.5003384 11.0950020 5.1780931 8.0830261 9.8779999 0.00041593 -0.00152430 -0.02260600 0.60178000 -0.00193990 -0.00747200 0.00708260 0.02006300 -0.02999500 0.01698500 0.00041593 0.00041593 -0.00152430 -0.00152430 -0.00124730 -0.00124730 -0.00124730 -0.02246900 -0.00843850 0.60178000 -0.00954260 -0.00747200 0.00360760 0.00360760 0.00708260 0.00000000 -0.00926660 -0.56047000 0.01838300 0.02834100 -0.01769100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2567451 6.4124818 9.7708510 7.6864893 -1.3356992 9.4456479 7.5560715 9.6477948 9.6293508 11.4179311 9.9473764 0.2492633 6.2492500 9.1206425 3.8737443 7.2188770 10.8858752 6.3367136 0.2492633 7.2530031 6.2936445 1.9862289 8.7195706 7.1030800 11.0773209 10.9266766 10.6464582 8.0757989 -0.3356992 2.2492633 1.6643008 9.8786072 8.2303423 9.3437682 0.6643008 7.8858751 9.705263 10.388802 7.816573 10.328291 8.925208 7.127813 10.839526 4.595026 10.058751 9.625738 6.553032 6.878608 9.922265 6.571179 13.318197 10.366028 10.009693 12.838902 12.687598 7.241717 9.545402 9.737760 9.396456 9.303629 6.343768 12.897383 8.481272 10.601662 4.471643 2.912209 10.013569 8.879821 12.882019 9.488451 12.825420 9.301819 7.652973 11.944334 10.470838 9.477268 16.320280 11.335606 11.913105 13.168486 11.099698 3.249248 11.259312 10.794859 11.478470 8.871302 7.556071 9.787116 12.659702 11.343328 11.374229 2.986211 5.902693 6.907462 11.249016 12.514182 6.849164 NA NA 9.726334 12.816969 11.549952 7.297283 10.590213 11.1924980 12.6525290 10.9266766 11.0352452 10.8994048 7.8541129 11.4704349 6.6242896 9.2073199 6.3647282 10.3896544 5.6300734 7.0218406 13.0406299 8.7222799 11.6693863 10.0699614 2.1237324 13.9308184 6.2200281 7.2188770 9.4055191 9.9952049 10.2049005 6.7086825 9.1641341 9.7780303 7.8882897 11.2171973 6.5891013 12.4044905 10.1496143 1.2492633 11.7773791 10.2567451 10.0333401 -1.3356992 11.2229480 10.0317029 3.6642894 10.7916376 2.7517422 8.7263343 8.4191756 9.6315143 9.5899537 3.4191748 9.2398274 5.9862152 10.8713024 10.8432641 10.9697799 12.4805718 10.6038673 10.8925056 10.6454986 10.9946448 7.2111826 7.3367136 9.8076713 9.6351130 0.6643008 6.1024146 NA 11.2723118 12.3548787 9.2863399 2.3647405 8.7728127 7.6242903 10.7243084 TCGA-B2-5636 79 0 NA 919 kidney stage i t1a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 1 1 7 1 2 2 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.1086614 10.4655961 2.0347792 7.7799032 9.9958184 7.6306144 9.4364188 8.5868248 9.6877713 1.3826673 -1.1376478 3.6197299 5.7046147 10.9432925 6.2826918 11.6988066 11.9048479 6.7199897 7.7174386 10.5657904 12.2561309 13.4316576 10.9065287 11.4927039 8.3252011 7.1413858 7.6087545 11.3397888 5.2335430 NA 10.1503935 9.7123229 10.5454377 9.7841758 3.0347616 -0.4246877 10.5756840 9.1047623 10.6431023 9.2981393 5.3435144 5.0831283 10.4066390 10.3640501 6.4701496 10.9312335 5.8791127 9.9536267 10.8285884 8.2495240 7.0949676 3.8607344 11.6629604 10.0464990 10.7890436 7.6942729 2.0347792 10.8076208 1.8972792 8.4074781 8.1008526 NA 9.7496333 10.1236721 9.1973836 9.1088757 1.7452373 4.9503704 8.4761986 3.6197299 11.6859782 8.9162945 9.6968653 8.2495240 12.4269725 13.5778392 10.6818948 8.5149109 10.9452017 15.8583568 9.5475937 8.5163792 9.2055990 4.4579751 9.6053091 7.4941948 10.3079232 7.6441101 13.3475433 2.1782047 8.1841409 8.9185174 11.9979222 8.6968653 4.2757744 10.0270581 9.2110499 10.9223995 7.7750044 14.1513927 10.0010722 9.9938381 9.8380140 10.7518167 NA 7.7502574 11.5454377 10.3875091 7.4018804 3.5753365 7.9611944 9.8191008 7.2299676 11.0104812 9.3443432 9.3285486 9.2635821 9.5914436 1.1602748 10.2074183 8.8279971 9.6059989 10.3513535 10.1332741 8.3778482 11.5111120 9.9783438 12.2981393 2.3826949 1.1602748 9.5533271 8.1621718 7.9350813 10.5112335 NA 3.0347616 0.1602748 13.2460434 3.6197299 9.9825996 6.0671848 9.9350813 8.9361789 10.0731837 3.7452588 6.5178457 7.5809565 11.5402141 10.2160287 11.1107579 11.1768705 8.2119564 7.5031102 10.6769793 6.1375752 4.4333134 9.3566916 7.8161229 5.8791127 -1.4246877 10.3525872 12.7594323 9.3947126 11.5820085 10.4852249 3.5295336 10.2874289 7.2512892 10.6831472 3.0988911 8.2137677 9.5273450 8.5439985 6.1008536 8.7527513 9.5207756 11.4574017 10.8639096 14.9909746 8.9273753 11.5411161 9.4897169 10.3842960 9.3377138 9.1817369 NA 9.0841169 11.5220554 7.8155985 6.5716070 10.5661449 10.9495562 9.6333235 10.7499455 11.3521760 11.0497983 6.8279968 9.6766511 8.9212914 6.3167992 7.2548123 -1.4246877 10.0520780 8.2530514 12.8848792 10.0661827 8.5016278 11.1351869 9.2155767 10.5518960 9.5900497 10.6785967 8.7835663 8.2912937 11.2290726 2.3826949 4.4579751 8.1375742 2.0347792 1.1602748 5.0015951 10.4572105 7.1973838 10.6197260 6.1005404 NA NA 11.0596512 10.3231052 11.6297666 11.2080999 10.3377139 8.3117338 10.1173674 5.8194587 12.2852772 11.7870680 9.8532004 12.3681221 -1.4246877 1.3826673 -1.4246877 10.5053298 8.7326786 9.8131394 -1.4246877 12.8745398 15.2253457 11.9048479 8.0649389 10.5461567 0.1602748 0.1602748 -1.4246877 NA 14.8558851 9.3210061 8.9708660 12.0780393 NA 8.3402035 8.8859446 11.4214098 6.1826625 9.9772779 9.0357877 9.8955683 8.7552408 9.3151124 11.4966149 10.1183636 10.2818278 10.4889692 7.6441101 9.8736923 9.3517648 11.5202269 5.2995744 7.4462207 9.6949214 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3375062 6.5353345 10.9530846 6.9656296 3.0042856 9.5990862 11.9304076 10.8432684 9.0681863 11.0743904 10.1964679 0.5753123 5.6306152 8.9514572 5.3472156 7.9084869 10.3083471 8.5439985 0.5753123 6.1144899 4.7250813 0.1602748 9.0110022 7.4640752 11.1030043 11.6988066 9.7739978 7.2046885 1.8972792 NA 0.1602748 9.6694095 8.3501188 9.4074307 0.1602748 4.6838536 10.5618850 10.5306185 7.2688189 10.6407480 9.6454527 7.5090228 11.5167463 2.5753365 10.3636423 8.8256301 6.5583258 7.2757716 10.3339714 7.8041504 13.5653471 9.9090463 10.7508814 12.7925322 12.6619657 8.0811436 9.3184832 9.9284787 6.8089513 9.7614460 10.3566915 13.3106234 9.3729934 9.5718053 8.3664949 3.9676482 10.2308625 9.9460192 12.8298438 8.8893485 12.2981393 9.3167988 8.5654357 11.6207502 10.5597503 9.9350813 15.6210275 11.1107579 12.4767644 12.7234906 11.4921443 2.6627980 10.1499253 11.3464086 10.9110013 9.5207756 7.4082219 10.1826621 12.9733406 9.8350750 11.6444425 2.8972598 4.9503704 8.9525424 10.6880971 12.2645655 9.7007452 0.1602748 NA 9.8693781 12.6137365 11.7682349 7.3955110 11.3826868 11.6311226 13.4186641 11.6988066 10.5657904 10.9065287 6.6414203 9.4625524 5.5295274 8.9697946 7.6467941 11.0726847 6.4701496 6.7847853 13.9450116 8.2635824 12.0302737 10.8842396 3.1602910 14.0141886 4.4283300 5.2618317 7.6556431 9.6094431 10.4867238 3.0988911 9.9708660 9.8262224 8.3268757 11.3923154 9.7483842 11.2207651 11.1306399 7.9129540 12.7633024 10.5086537 10.1057382 0.1602748 12.3769391 10.0352757 2.2757818 10.0337385 6.8137363 9.6825489 7.8041504 10.4852249 9.2413871 5.7651555 7.8444585 6.7750044 11.5220554 11.0244804 11.1777987 12.8848792 9.9011994 10.8972599 11.2290726 10.8563925 7.9611944 8.6333237 10.0791575 10.3770402 1.8972792 NA NA 10.1757093 9.8660706 10.3778482 4.1900380 8.3402035 8.1202965 10.5931842 TCGA-B2-5639 46 1 1003 NA kidney stage iv t3 nx m1 male 2010 NA yes 70 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 2 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.2748589 10.6517036 12.0325818 7.3239906 10.0997184 8.4824200 1.8385484 5.8163923 8.7716641 NA NA 3.6040951 6.8916756 8.4650027 5.3495245 10.5410828 11.8343309 8.6990300 11.6459187 10.2066336 11.2918344 13.6991417 9.6536267 11.4272784 8.4325152 4.0401998 7.7064601 11.8399719 4.5610328 NA 6.1313446 8.9408019 9.8719867 10.2698524 2.5166456 1.1015828 8.4384767 9.3683847 11.2564162 8.0323356 6.0401976 8.9408019 10.4000426 10.1285826 6.7550398 11.2761078 6.5827246 10.8346135 10.1685843 8.3175356 7.0401976 3.5166330 11.5330957 10.2385892 10.7138523 7.3683851 NA 10.4257787 0.5166203 9.3110514 7.7880984 2.5166456 10.6067480 9.6536267 7.9429003 9.9711302 3.3239897 5.9923696 9.1676873 0.5166203 11.6404337 9.7550404 11.3280104 2.9760703 12.6198415 12.6215619 11.7945042 9.0845918 8.9217770 16.0933266 9.1202620 7.7212065 11.4903330 3.6865566 9.4369884 7.5773314 9.5974531 5.3239897 13.3158161 1.1015828 7.6659761 9.2479546 9.0596676 8.6940552 2.5166456 9.5719181 8.4737378 13.0058564 8.1202617 15.2251158 8.8564856 10.5300700 7.8249746 11.5386566 NA 4.9089522 14.0816782 11.5994500 7.1532602 3.9760703 9.1819717 8.9046530 9.4280276 10.6971664 8.3142973 7.9429003 9.2914226 8.2715233 NA 9.9729901 8.5610297 9.6977879 9.9449957 9.1258143 9.0750563 11.6935287 8.9089531 13.6359010 0.5166203 0.5166203 9.8475526 10.0902829 9.1478127 10.1559764 NA 4.1015997 0.5166203 13.3586913 11.9629436 9.4953462 13.4441358 10.0635300 9.5947865 9.6316793 3.7645585 6.0084891 11.6606565 10.9632021 11.1872919 11.3519479 10.3621257 8.8226973 9.4280276 10.9014194 3.2170756 1.5166203 2.5166456 8.0164813 1.1015828 0.5166203 9.2291627 13.0800703 10.3045382 9.8486722 8.7138525 3.9469180 9.0635302 8.1313456 8.3846249 9.9523059 7.8340481 8.4053789 4.3746153 6.3290052 10.1586873 9.1015981 11.3530805 12.1221152 12.0029679 8.9239033 12.0587002 9.0124907 11.1895029 9.1109603 7.1015986 NA 7.4766377 10.6549074 11.1714417 9.9427011 9.0084888 11.4780853 6.0244305 9.9954052 11.5934513 11.0288822 2.5166456 10.4429317 7.6326674 5.4939163 5.8385636 NA 7.2239949 6.7550398 12.5426403 10.8725373 9.9832219 10.3223795 10.4730118 9.0224472 5.4708329 10.7422528 8.9616505 7.7260887 9.4340077 1.1015828 5.2445560 7.4114534 2.6865678 7.5987850 3.8385686 10.9822020 3.3239897 9.7200080 5.3623752 NA NA 10.7120079 10.5759801 11.4284021 11.1062868 10.2938909 10.2656670 9.8158322 6.8877592 10.0644942 11.3264038 10.0528829 11.7460553 3.4235244 NA NA 10.0798319 9.3175356 8.8785794 8.0750566 13.9478067 12.3278096 10.4451540 5.8511319 9.8840504 -0.4833797 NA NA -0.4833797 14.2054869 8.3239906 8.5987846 11.1414311 NA 7.0712242 9.3829717 11.9000699 4.7260901 10.4295250 9.9408019 9.2222680 8.4795317 9.1550714 11.2593661 11.0149862 9.3823690 11.2581026 7.7550404 9.5692038 10.0104910 9.5124027 2.8385686 6.4502083 10.9878028 0.00374650 0.00000000 0.01042400 0.55602000 0.54735000 -0.00995650 -0.01230000 0.00041593 -0.00235530 0.00374650 0.00374650 0.00374650 0.00000000 0.00000000 -0.59695000 -0.59695000 -0.59695000 -0.57160000 -0.00249380 -0.00636680 0.00305220 -0.02615900 -0.06585000 -0.07107100 -0.01230000 -0.00733390 0.54841000 -0.53571000 -0.00954260 0.00166420 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.548 -0.536 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.548 -0.536 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 10.0528829 6.7064601 9.6303778 5.7966652 NA 8.6407568 7.3045384 8.2652648 10.4598830 11.6806815 10.4280276 -0.4833797 5.6663817 9.3415944 2.5166456 6.8564853 11.7831294 4.3746153 NA 6.7550398 6.4235261 -0.4833797 8.9760671 4.4235244 10.7089593 10.5410828 11.0702266 7.3304168 NA NA 1.1015828 9.8970967 7.6915614 9.3870004 NA 6.8829585 9.5813784 10.2048859 7.5500587 9.5038997 8.8763853 8.0557943 10.3304168 4.7260901 9.9429003 9.6689204 6.3368154 6.2715228 10.2031362 4.9760657 13.8492317 10.8675748 10.1359386 12.7978412 12.1359386 7.5213052 9.1568807 9.8851421 8.6510621 9.4280276 6.3746170 12.7451537 7.7406375 10.7236499 3.6865566 0.5166203 10.7787305 9.4488504 12.2246418 7.7974067 13.6359010 8.6355767 7.4414478 9.3175356 9.9984350 10.0635300 15.6865215 11.3519479 11.6603377 13.2265810 10.7945042 -0.4833797 10.5786818 8.6225442 11.3765586 9.1015981 7.1165488 9.9239034 12.9895803 10.9423761 11.7324689 7.1459922 5.0084869 4.9089522 11.7175342 12.0492351 9.2346033 NA NA 10.1090927 12.8283840 11.2135945 6.6561874 11.1011284 11.1295041 12.7133914 10.5410828 10.2066336 9.6536267 7.0480171 10.3839144 6.4939163 9.4175023 5.2170756 10.1423445 6.7550398 6.0712242 12.4421715 10.1721663 11.8845964 9.8340483 2.6865678 14.3521433 5.7832340 5.5166361 9.7238087 10.5138151 9.3962188 4.8385636 8.8475526 10.3360164 7.3110517 11.5271638 6.4114534 12.1248904 8.5362262 0.5166203 11.5010541 10.0528829 9.8317853 -0.4833797 11.2018225 10.0114912 1.8385484 10.2648284 10.5390035 9.2665050 8.9365958 8.7138525 9.3148644 6.7064601 8.7260890 3.9760703 10.6549074 10.2889503 11.9837317 12.5426403 10.9413268 11.5390034 9.4340077 10.7052245 7.0788777 6.5166361 9.7704832 8.8430652 0.5166203 3.9760703 NA 9.9302635 10.8944155 9.3652586 2.6865678 7.0712242 8.4325152 9.9100261 TCGA-B2-5641 79 0 NA 656 kidney stage i t1a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664646e-06 6.242424e-07 13.6363636363636 22.7272727272727 22.7272727272727 28.7878787878788 12.1212121212121 7.4456382 11.3446601 10.6175740 8.5699110 9.7046427 9.0732255 5.8846223 7.5394078 9.5047733 NA 2.4136482 3.8667003 6.0761529 9.2145423 5.7831764 11.1718493 11.7846683 9.3585525 9.6381890 10.7864567 11.4677274 14.7796932 10.2268882 11.1511767 9.2171968 6.1813968 7.6688928 13.7339783 6.0205044 NA 7.9370672 10.2917055 10.1989599 9.7071627 3.6322333 0.8667102 12.3752866 9.5905311 12.1616648 8.0955183 6.7590906 9.0653900 10.3456714 10.2180805 7.6135501 12.5490797 5.9793989 10.0386269 10.0902186 8.3391873 6.9918551 3.9710377 12.4298958 10.8165263 10.0732255 7.7493425 4.8571101 10.4234853 1.4205632 8.8812780 7.7735902 1.8667102 10.3879074 10.1423584 8.8621842 9.8157733 1.5447821 6.4089581 9.8768079 2.2452218 11.9760078 9.6734103 8.9034228 3.1886225 12.7566574 10.8712009 11.0245517 8.6868787 9.7253022 15.6283339 9.4411039 7.7831764 10.4050825 4.3261346 9.4576608 7.4426168 10.7560514 6.6637118 14.3708233 1.4650864 8.4309710 9.1539502 10.2824413 8.8576545 1.1297446 9.7109345 9.4182155 12.0757873 8.1465422 15.9922611 9.8728854 10.5374796 8.5206195 12.1186553 -1.4552179 4.1297364 13.0428727 10.1165241 7.2207285 5.8393928 8.9100002 10.0421243 9.4035296 10.5650569 9.1353584 9.0011258 9.5105557 9.2260099 -1.4552179 9.6734103 8.5601865 9.8951582 10.0737138 9.5256249 8.3665456 11.9704620 9.5091123 13.3505153 1.8667102 5.3129555 10.1736726 9.6441653 8.4011970 10.4293236 NA 3.0683269 0.8667102 13.6522746 9.5206195 9.5719864 12.9131415 10.3804271 9.3513211 9.2971520 4.9877165 7.5726775 9.7308856 11.2822301 10.6095142 11.0996744 10.7938849 8.3244907 9.0021523 10.6467471 3.1297281 2.1297446 3.4027495 8.4931385 5.1886264 -0.4552179 9.9295552 13.1210196 10.3480954 9.8080407 9.7885405 2.7926888 9.7795889 7.4151358 8.8983154 11.6965808 7.3649506 8.9360151 5.6637118 7.1820487 9.5946200 9.3334897 10.9265847 11.6219210 13.2138779 8.9773134 11.1786748 9.0326114 10.7046428 9.1940277 8.0545463 NA 8.1976163 10.8697958 8.2556296 8.4956920 10.2799043 11.2996589 9.3253113 9.8542479 11.5387712 10.5997148 4.9023245 9.3472878 8.0440990 7.0406262 7.2624482 -1.4552179 7.9877148 7.5306131 12.5122679 10.7134436 8.3792423 10.3808217 10.6165690 8.8347902 6.3965209 10.6084834 8.7370641 8.4531640 10.3432432 NA 5.4636355 6.6740538 2.4516727 9.5636670 5.5447728 11.0892530 5.1741267 10.5323197 5.7921291 -1.4552179 -1.4552179 11.6257555 10.5647096 11.2557930 11.1991837 10.2096631 9.8039262 10.0118369 6.2506793 10.6568851 11.2227112 9.9039719 11.5193653 NA 0.1297446 NA 10.1590211 9.0693131 9.4982403 7.9089060 14.2938552 13.2304510 10.7560514 6.7799242 10.2043215 -0.4552179 -0.4552179 NA NA 14.4254550 8.9710362 8.7687732 11.0935933 NA 7.6945188 9.6921100 10.9368205 4.5447697 11.4344655 9.5313245 9.1022350 9.0000986 9.1741280 11.4623300 10.7395282 10.0245517 11.1103495 7.6054677 9.4977674 7.8890671 10.4312301 4.9039059 7.0907783 9.8995717 -0.00193990 0.00866370 0.01195800 0.44545000 0.00013863 0.00763920 -0.22145000 -0.01161100 -0.08909700 -0.17675000 -0.00193990 -0.00193990 0.00866370 -0.44145000 -0.43724000 -0.43724000 -0.43982000 -0.43982000 0.00889200 0.01056400 -0.44386000 0.00763920 -0.21342000 -0.21342000 -0.22145000 -0.21552000 0.01014600 -0.44059000 -0.00318590 -0.03204100 -0.08909700 -0.221 -0.221 -0.215 -0.215 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 -0.422 -0.422 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 -0.215 -0.215 0.000 0.000 -0.221 -0.221 -0.215 -0.215 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 -0.422 -0.422 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 -0.215 -0.215 0.000 0.000 10.4335147 6.7395282 9.7530058 6.3029953 0.1297446 8.9056187 11.4043062 9.5976382 10.3046596 11.0893326 10.4266501 1.1297446 5.9626231 9.4872860 4.9539915 7.1297343 10.5227668 5.6637118 -1.4552179 4.9198120 6.3649506 2.2452218 8.9959825 6.8068666 11.0526924 11.1718493 10.6018968 8.2845521 0.5447821 0.5447821 -0.4552179 9.6552547 7.9306339 9.7663586 -0.4552179 7.8115577 9.9573412 10.4795680 7.9110935 10.3835814 8.6611154 8.2521304 10.9775743 5.8208963 10.4011970 9.7308856 6.7146961 6.8439788 10.0164466 6.6945181 13.7907326 10.3034110 9.8890674 12.6173228 13.1211377 8.0742020 9.5650569 9.9461843 8.9252325 9.4228223 6.9794000 12.7555949 7.6135501 9.7621234 5.9456498 2.7147071 9.9219819 9.9673619 12.4977856 8.4289417 13.3505153 8.6493701 8.3949582 11.3541376 10.7569638 10.3804271 15.7450762 11.0996744 12.2023132 13.7542248 11.6557440 0.1297446 10.9376255 9.0456133 11.5745763 9.3334897 7.6868787 9.8514028 12.6742959 11.8233661 11.4405304 5.0839282 5.3521264 6.0366242 11.7877966 12.0931117 8.8138982 NA NA 10.6766284 12.6546837 11.6163997 7.1222006 10.3756827 11.1210195 12.9620306 11.1718493 10.7864567 10.2268882 8.2434763 11.0815043 6.9835637 8.7358305 6.1146273 10.6292477 7.6135501 6.5391247 12.8426077 8.7071627 12.1556809 10.2534243 1.1297446 12.8277150 7.8537019 7.0644076 7.8729974 10.2105514 9.9939201 5.9541614 9.3721141 9.7345960 7.5334559 10.9684126 7.9132778 13.0658197 9.5643622 4.2726951 11.6207519 10.6954707 10.0225297 0.5447821 10.5678327 9.7651498 4.6322333 10.6711532 4.8485528 9.2417389 8.3294062 9.7885405 9.3398614 5.4274151 8.3162607 5.1297322 10.8697958 10.2171968 11.0996001 12.5122679 10.5241966 10.7876478 10.3432432 10.6111970 7.9413763 7.2171968 9.6362068 9.3236700 1.5447821 0.8667102 0.8667102 10.3685367 11.0613480 9.5587919 2.8666904 7.6945188 8.1576400 10.2594462 TCGA-B2-A4SR 61 0 NA 507 kidney stage ii t2a nx m0 male 2012 NA no NA kidney clear cell renal carcinoma 46 1966 black or african american not hispanic or latino NA NA 2 3 1 6 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5256291 9.8561379 7.2104795 6.9383999 10.6464969 6.6916067 -0.3744489 6.9543266 9.5731539 0.2105136 -1.0758241 5.7023334 6.1333108 10.8310047 8.4344810 11.3089502 11.8809881 7.9918393 8.8531330 11.3198748 12.2419509 13.5408291 10.3444778 11.8294766 8.4085153 6.8591372 7.3903882 10.5628907 5.2254292 NA 9.6070342 9.5028010 10.3102655 9.9880088 3.5324042 1.7954345 8.7418610 9.4328717 10.7525440 10.2034177 5.8639211 5.6589398 10.3491778 10.1412168 5.6027954 10.9656452 5.9830688 10.1183715 11.2224054 8.5621550 8.1896664 2.4328793 10.7006617 10.1093326 10.6616905 8.4456957 0.2105136 10.5359498 -1.3744489 8.6916060 8.3920456 -1.3744489 9.9327178 10.1877593 8.6255167 9.0872316 0.9474791 7.5263834 8.9349932 1.9474417 11.8568881 10.7564091 9.2693731 5.0349068 12.2822635 12.3651920 10.3903885 8.2475687 10.8561378 15.1594093 9.5826188 8.5112134 9.6848613 5.3120189 10.0295941 7.9224334 10.8576380 6.5621554 12.5069177 2.3248394 8.5463759 10.5070132 11.9307237 9.2123568 6.0931228 9.7209139 9.0359683 12.0878913 7.6862127 14.3514319 10.4698303 10.2548599 9.3198749 10.7099931 NA 3.1490805 11.0148793 11.7418609 8.4662947 2.7129699 8.2979420 10.7711306 5.6807997 11.0839235 9.4912502 9.4296480 8.8519292 9.4576158 4.8349690 10.2855128 8.8202738 9.4280333 10.1198726 8.8829047 8.2566941 11.3283800 9.6212841 12.2319221 NA -0.3744489 9.5716922 8.3433647 8.7573740 10.2498555 NA 7.3294205 1.9474417 13.2894641 7.1293428 11.1996373 10.3346007 9.0433694 8.3737095 9.1441700 3.6699112 7.0684602 11.1979803 11.1441700 9.1510376 11.4193701 11.0872521 8.8016899 8.2603278 10.3259566 5.8153423 2.5324167 7.6616905 7.8615311 3.6255160 NA 9.5884129 12.5484729 8.7904238 11.2189080 10.0946499 3.0849487 10.7938756 7.6283318 9.7418544 12.5674815 8.1471174 10.3610730 6.2979416 6.5433072 9.9558736 9.1539710 11.9260125 11.0509951 14.1013136 8.5970603 10.8313102 9.2067175 9.9378327 9.5376577 11.4332743 NA 9.1791462 11.0357032 8.2236253 8.2109489 10.8683932 11.3250894 9.3371839 10.1258608 11.0460035 10.7076659 4.8543348 9.4117866 8.2714817 5.1801041 7.1253628 NA 9.6297373 7.4958814 12.6136690 9.4496800 7.9609072 10.9250112 10.2076589 9.9547526 8.2585119 10.6026286 8.7853884 7.5443803 10.7009961 -1.3744489 3.9830666 8.7676240 1.9474417 5.0849487 4.9292987 10.7379564 7.0391450 10.2607816 5.8959521 NA 1.2104512 10.8993125 10.3665624 11.5241183 11.3949415 11.8867303 8.5970603 9.7112283 5.5855184 11.7480214 11.5269495 10.3728707 11.8274876 -1.3744489 1.4328525 -1.3744489 10.0491581 8.0349079 9.7746289 6.8054266 12.7045850 15.3038694 11.6461496 7.8541191 9.8440801 NA 0.9474791 -1.3744489 1.4328525 15.1924480 8.8543355 10.0205154 11.7637887 NA 8.4183072 8.9065542 11.1372696 8.3276896 10.8413532 9.1273542 10.1598198 8.6983195 9.1422018 11.2212406 9.7222320 10.1298394 10.5138797 7.9016411 10.0997501 9.0890413 11.5545903 5.5680321 7.8675240 9.6006483 0.00000000 0.00013863 0.00915550 0.01134200 0.00055459 0.00805670 -0.00027724 -0.01257600 -0.04400900 -0.00843850 -0.00843850 0.00000000 -0.00034720 0.00013863 -0.56813000 -0.56127000 -0.56127000 -0.56127000 0.00766350 0.01153900 0.00694350 -0.57121000 0.00194180 0.00194180 -0.00468720 0.00416320 0.00555290 -0.00567570 -0.00498440 -0.02384000 -0.04400900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 10.6858751 6.8251890 10.6743443 7.3959162 0.2105136 8.8899596 5.8543348 10.9483971 9.3049969 11.1535852 9.9592313 3.0849487 5.8639211 8.9004774 5.2748431 8.5458699 10.4191202 6.2979416 0.2105136 7.3568358 2.8734392 -0.3744489 8.8495186 8.0327847 10.7523085 11.3089502 10.2600239 7.0349079 3.0849487 -0.3744489 1.4328525 9.5775300 7.7752639 9.1343021 NA 7.1012498 10.336754 10.392460 7.991839 11.110591 9.125363 6.393701 11.284621 4.854335 9.830699 9.594184 6.262142 7.452066 10.122371 8.373710 12.938542 10.035968 10.487767 13.651219 13.035637 7.301474 8.885260 9.642325 8.174339 9.616330 5.532407 13.650310 10.019980 9.122371 6.562155 3.017833 10.117370 9.057015 12.877147 9.750284 12.231922 10.015686 8.245737 9.044424 9.935562 9.043369 15.939914 11.419370 11.773676 13.060536 11.173616 3.017833 10.786019 9.423178 10.846802 9.153971 8.551813 9.938400 13.071178 10.682832 11.736977 2.947442 6.432873 8.076728 10.557362 13.005910 6.283729 NA NA 10.977284 12.350883 11.845271 7.885260 11.445696 11.541956 13.084756 11.308950 11.319875 10.344478 6.933856 10.713311 6.217973 8.695638 7.280153 10.552554 5.602795 8.074665 13.420775 8.538406 11.503951 11.103275 2.325962 14.007026 6.550745 6.043369 8.953283 9.661690 10.960907 5.225429 9.579713 10.586605 8.551813 11.235850 6.882905 11.546056 10.931009 -1.374449 12.100744 10.253507 10.412603 1.947442 12.488445 10.205775 3.873449 9.786649 5.353436 8.925869 7.202946 10.094650 9.557281 5.133313 8.455240 5.483497 11.035703 10.626573 11.153238 12.613669 10.198691 10.981143 10.700996 10.691606 7.214232 5.591302 9.784758 10.041787 2.210482 -1.374449 1.625504 10.600290 11.760999 10.071566 2.432879 8.418307 7.767624 10.335893 TCGA-B3-3925 52 0 NA 1029 kidney stage iii t3a nx m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283165e-06 4.161616e-07 5.88235294117647 21.5686274509804 13.7254901960784 35.2941176470588 23.5294117647059 9.2208852 10.5354846 9.2251790 7.9128654 10.4431241 9.3824245 1.8307015 10.6797891 9.7899938 1.4157046 2.0525898 5.2401082 7.1970387 6.3064500 6.7495799 11.2543575 11.6231000 9.3424690 11.7003102 11.0983809 11.9369521 14.2341904 10.5997277 11.8183356 10.0186869 6.6572641 8.1344972 11.1752897 5.3698747 3.9600019 5.0401691 9.9842683 10.6214721 9.9141957 3.6380738 2.4156776 9.2973026 9.5696530 10.5726046 8.9677076 5.8859989 11.0078244 10.6738522 10.5084360 4.4745723 10.7413590 6.8859989 9.2901479 9.7056977 8.8307164 8.2122595 2.6380738 10.8914123 9.6675556 10.6987672 8.4817680 0.7143115 11.0266575 3.4542285 8.3698752 8.4582503 4.3853068 10.0273184 9.5224599 9.5441028 9.4858893 4.7614555 6.7732302 10.0709115 3.0006491 12.8728887 10.3125158 11.0319214 6.3620981 10.6536775 12.1635921 10.7892690 8.6120760 7.2653450 14.7587489 9.3669636 8.7072331 11.3739899 5.1882664 10.2128000 8.2251790 10.5569345 5.2401082 14.0946090 2.0710418 8.8704029 9.8579312 6.2057561 8.9208286 1.4157046 9.2432861 10.1571458 13.3403058 8.4673410 14.0286314 6.2569804 9.7721088 6.9548372 10.5513882 NA 8.8792031 11.9583883 12.5388303 8.1276328 5.4306298 7.7225002 10.4964964 8.6104358 10.8613835 9.1672229 8.0498850 10.0050179 9.9175160 -0.1692579 11.1635921 8.0998433 9.8947855 10.1833116 9.0892823 9.0254732 12.2324598 9.0750801 13.9888921 1.8307015 5.7614528 10.3454304 9.7018516 8.1705666 10.8433409 NA 2.5311444 3.2230363 13.1739715 11.5483927 10.2967928 9.8668899 10.0869250 8.4380466 9.1593913 4.6120753 8.0056420 6.1161194 11.9454347 10.4408184 11.7153391 11.0816069 9.3054364 8.8065644 10.5250742 3.6886951 2.1526377 1.6380738 7.4527684 7.9804635 -1.1694201 10.2138807 12.0160564 10.8300117 11.0860400 10.3493695 2.9181763 10.2752136 7.0006412 9.8711088 8.1705666 4.9181811 7.8051312 3.1526377 6.2736595 9.8757934 9.3795382 12.0494309 11.0951590 9.6548796 8.2236562 11.2734007 9.0426047 10.5906045 8.9993884 8.0279331 NA 9.1970385 10.9893260 1.6380738 7.9700886 10.2363897 10.8183356 8.3581932 10.6508953 11.4891510 10.5022574 4.8079937 9.9899570 8.9224824 4.5031388 7.3023913 0.4156505 9.0093813 7.2100946 12.1205912 10.5830970 9.3727808 10.2658657 10.2230338 9.4463460 1.6380738 10.3588676 8.6809031 8.5207141 11.1498239 4.5856056 5.3542794 4.6636065 0.6503969 5.7133604 3.0786440 10.8727177 3.1526377 8.6348473 5.3225700 NA -1.1694201 11.4666611 10.1981311 12.1791679 11.0227008 11.2808966 8.6995388 10.5132325 6.3905146 8.2401073 11.2569811 9.9830011 11.7154592 4.7133604 2.0006491 -1.1694201 9.9528973 8.2506765 9.7102995 -1.1694201 10.8903988 10.8541242 11.0756747 5.9597933 10.4170870 NA -1.1694201 2.4156776 0.4156505 14.9461461 9.1424648 9.6324247 11.4691523 -0.1692579 9.6380713 9.6331520 11.9916907 8.2839870 10.6552774 9.1871682 9.9261133 8.4380466 9.2230337 11.4067282 10.3848255 10.6964496 10.3225694 7.8194012 10.1178803 5.2230325 10.5044671 6.2467957 8.1169277 9.9411996 -0.00993840 0.01006100 0.00471900 -0.01174900 0.69839000 -0.00943320 -0.01953000 0.66364000 0.07089000 -0.02603000 -0.00443120 -0.01202400 0.01070300 0.01006100 0.00471900 0.00471900 0.00471900 0.00471900 0.00208050 -0.01174900 -0.03190500 -0.00774820 0.00000000 0.00000000 -0.01953000 -0.01519100 0.00055459 -0.01422800 -0.02151000 -0.05980700 0.07089000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.664 0.664 -0.748 -0.213 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.664 0.664 -0.748 -0.213 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 10.0131108 6.3542776 8.1207350 6.5007351 0.8307421 9.5964168 8.6683443 8.5151846 9.5163412 11.0271433 10.3444439 7.0205411 5.5721833 9.0774569 2.6380738 7.0643364 11.8468282 3.1526377 0.8307421 7.3581932 4.4745723 2.9181763 8.3967704 8.9340042 11.7324167 11.2543575 10.2775825 7.4564251 -1.1694201 NA 2.0006491 9.3104967 9.3325535 9.3434569 NA 5.5449613 9.9849016 10.5159031 8.2144206 9.9593552 9.2401073 8.5721833 11.7668021 3.6886951 10.6544816 9.3115065 7.1435995 4.0006401 9.7724975 7.1526448 13.6224897 10.0732950 10.4933847 13.7006475 12.9472228 8.0831687 8.4853524 9.9962515 8.4582503 10.4691523 5.1705661 12.9273491 6.1705661 11.0331463 1.1526377 -1.1694201 10.4090890 9.7080004 12.8705779 10.7206005 13.9888921 9.8689495 9.5696530 11.6655824 9.3404913 10.0869250 12.8989908 11.7153391 13.1630327 12.2873274 11.2624751 2.2901590 10.0297752 9.9411996 11.2198098 9.3795382 8.1616333 9.6324247 13.0270879 10.3877013 11.7890878 6.8194012 5.8307167 9.3235709 11.0652344 12.8299236 8.7271850 -0.1692579 NA 8.5535237 12.4465758 11.4723120 7.5922679 11.2111774 11.1973117 12.9192562 11.2543575 11.0983809 10.5997277 6.6949025 10.0504899 5.3225700 8.9804635 5.5172158 10.5128331 4.4745723 9.4924944 12.5698356 9.0328403 11.7910803 11.0217756 2.1526377 14.2423597 7.4172930 7.0205411 8.0384872 10.2149604 8.4835615 4.1161152 8.7761603 9.8447368 9.2736599 11.2533068 7.6120760 11.0334524 7.9956230 3.6886951 10.6769903 10.1068407 10.2095530 -1.1694201 12.1433157 9.9155248 3.8751116 10.4152092 4.4745723 9.6243197 7.3145325 10.3493695 9.2076557 5.6508966 9.0583322 1.6380738 10.9893260 10.7823653 11.2601231 12.1205912 10.2533068 10.8930998 11.1498239 9.9411996 6.6120767 8.7270488 9.4509361 10.1201589 2.8307218 0.4156505 NA 9.7087673 11.2331236 9.9709070 1.6380738 9.6380713 7.5755498 10.8957958 TCGA-B3-3926 59 0 NA 883 kidney stage i t1 nx m0 female 2010 NA no NA kidney 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6.5019025 12.4513471 9.2982104 12.4482840 4.6980462 11.8789642 9.9491868 11.4814044 8.6832834 8.1729545 14.6919432 9.5868918 8.4983969 11.3249299 4.7461408 10.1299855 6.8097553 9.2448091 0.4003193 13.7292267 2.5988654 9.4634723 6.1008053 7.6608923 8.5585539 3.2077211 9.5719587 9.4041170 13.0981288 7.4041172 13.7322069 3.8598006 10.3330176 8.7739551 10.2285013 NA 9.0868652 10.7200369 12.4994934 7.3311024 1.6227430 7.4983969 6.6671513 9.7498304 11.5343632 10.1059973 7.8294228 9.7409567 9.8686494 NA 10.2300876 8.0561939 9.1157548 9.8652509 8.7739551 8.8182172 11.9670246 9.6122531 13.7196606 1.4003740 2.6227664 10.2290303 8.7327742 7.9575095 10.5420463 NA 3.2077211 4.6227547 13.6104273 11.6826810 9.4753982 10.0466235 10.0478233 9.0297215 10.6624597 5.3545615 7.6259740 11.7615776 12.0634781 12.1830901 11.5736651 11.2883470 8.7983960 6.0150738 11.2642929 7.2830078 1.9853183 0.8154115 7.3311024 6.5296476 NA 9.9619710 13.2773933 10.3608495 10.9514322 10.3443447 4.2745077 10.3487320 7.0002772 9.5876510 6.7579167 1.6227430 7.0345712 8.7608460 7.1057441 9.6187263 9.7320282 11.9722754 10.4646585 9.1237415 8.6520680 12.0686589 9.0763218 10.0597661 9.3202213 7.9291448 2.8154115 9.2152143 11.3132541 NA 7.2788044 10.1608075 11.0532098 8.0345706 9.7335201 12.4640969 10.6903837 1.9853183 10.3675911 9.0562532 4.6980462 7.5227612 NA 10.0567897 7.3112570 12.3105078 10.0739684 9.9796807 10.9051838 10.0369894 8.0751454 1.8154115 10.9454323 8.8556920 8.7505673 11.2149473 4.0633304 3.7222911 2.2748282 -1.1847525 7.8706847 1.4003740 10.4083264 -0.1845885 8.7549817 6.9540834 NA NA 11.9977967 9.1339452 11.9089849 10.7454004 11.2903757 7.8040871 9.9769437 7.1384571 8.3330717 11.4488517 9.6122531 12.2485965 8.7969695 0.4003193 1.6227430 10.5806884 7.6195333 8.8556920 4.6227547 14.6048086 11.6231597 11.3671106 3.6278986 10.0454228 3.6227547 -1.1847525 2.8154115 -1.1847525 14.5662663 9.6227572 8.5819312 12.5596055 NA 9.7513040 9.0369170 11.8273284 6.9853274 10.1220337 10.0291141 9.8245311 7.7461394 8.8760982 11.8150500 11.0774972 9.7898169 11.2245281 7.9752736 10.8970023 4.6733812 10.0856976 5.8470624 6.9549535 9.9278418 -0.831550 0.049006 0.074121 0.048404 0.064713 -0.840900 0.063223 0.037359 -0.413550 -0.852410 -0.810130 -0.831550 0.049006 0.049006 0.074121 0.074121 0.074121 0.074121 -0.813510 0.072684 -0.835190 -0.840900 -0.826430 -0.826430 0.048404 0.057511 -0.834440 -0.841550 0.061937 0.000000 -0.413550 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.842 -0.842 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.832 -0.832 0.000 0.000 -0.854 -0.866 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.835 -0.835 0.000 0.000 -0.841 -0.841 -0.826 -0.826 -0.462 -0.462 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.842 -0.842 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.832 -0.832 0.000 0.000 -0.854 -0.866 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.835 -0.835 0.000 0.000 -0.841 -0.841 -0.826 -0.826 -0.462 -0.462 10.1724044 5.7461408 9.1882674 7.4671360 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11.5891597 10.7994647 13.2202778 10.2717567 11.4551952 11.3699912 4.9853274 10.5270693 5.5702899 8.3212138 4.2416648 10.8750847 4.6227547 9.7207892 12.6806310 9.8026663 12.1363439 9.9226193 2.9028647 13.1461092 7.4467980 7.6764896 6.9058852 10.1168984 7.6795885 2.1373396 9.7087039 9.4511204 8.4931221 9.6726058 4.6980462 10.4677992 9.1180412 -1.1847525 7.3622972 10.6691017 9.4619611 NA 10.9959331 9.2931605 0.8154115 10.3355298 2.4003740 9.6259740 6.7041457 10.3443447 9.8123347 0.4003193 9.6577527 -0.1845885 11.3132541 11.1955928 9.5313643 12.3105078 9.6757134 11.4461245 11.2149473 10.1031147 6.3072555 10.1042684 9.6138742 9.9683209 -1.1847525 NA NA 9.1180412 9.3046682 9.9048529 NA 9.7513040 8.3092576 11.4756211 TCGA-B3-4103 56 0 NA 930 kidney stage i t1a nx m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.005724e-06 3.814814e-07 7.31707317073171 19.5121951219512 29.2682926829268 26.8292682926829 17.0731707317073 10.5086102 10.6251776 10.5059492 9.0233604 10.1331968 8.4709020 NA 9.2799611 9.5358234 -0.1602016 1.4004286 4.7466137 5.8841192 6.0588944 7.3073311 10.8481538 11.8323095 9.6054256 12.0196343 10.8582731 11.3280674 13.9376705 11.1881767 11.7728626 8.5262257 6.9058142 7.8255669 11.5094673 6.0781295 1.6470842 5.6977071 9.9977037 10.2748745 9.9920100 4.6210848 2.1616620 8.5332121 9.1480642 10.1377877 8.7284685 5.1616539 10.1308959 10.7070039 10.0715463 4.0096517 10.5710442 8.5895946 10.9999117 10.0655352 8.1817998 8.5401649 -0.1602016 10.1400777 9.4979366 10.4558145 8.3073306 3.0096517 11.2931141 4.4288861 8.0516135 8.5962815 5.2826696 10.9091749 9.1480642 8.0071434 9.4557869 4.4246870 6.2491153 9.9706946 2.5401761 12.1996120 10.3686676 10.2098676 3.9690123 10.3681743 11.0205667 10.5853995 8.3358401 7.7375705 14.9607527 9.2266653 9.2691318 11.6056328 4.8620943 9.6757755 8.1343457 10.9061508 5.9792754 13.4305461 3.5149807 8.8209643 9.4626920 6.3475204 8.4763497 2.1616620 9.1331969 9.9792766 12.2278770 8.0021163 13.7741951 6.8055092 9.9361899 8.2971061 10.3618163 -1.1603628 8.4799702 12.6881525 12.7721245 7.9945435 4.0491777 7.6757757 11.3348307 8.4507498 10.7077760 8.8170051 7.9192102 9.2298941 9.7031370 -1.1603628 10.9351222 7.5642387 10.1377877 9.3720810 9.1389332 9.0876527 11.3762687 8.8537456 13.7364833 0.8397178 3.2991567 10.1268603 10.0601035 8.5879181 10.8252114 NA 4.5946142 3.0096517 12.5991973 8.9205428 10.6373867 9.6828610 10.1303201 7.4871832 10.1967273 5.0295501 8.4377779 5.9690077 11.6114210 10.8627864 11.9597589 10.7066177 9.4479800 9.0745426 10.6037674 3.5946083 1.1616297 4.5401637 8.2255878 8.1204961 -1.1603628 10.3119082 12.4311306 10.9654615 12.0314013 10.6377919 4.1616539 10.2581049 6.7466164 9.8931216 9.3103840 7.5979483 8.2826687 4.8620943 4.9482504 10.2628410 9.2373998 12.5825609 10.6333285 8.9125277 8.6465969 11.3428055 8.8112687 10.0787270 9.1251275 8.2659900 -1.1603628 9.1331969 10.8492039 2.9582488 8.9257419 9.7299894 11.0982912 8.3632872 10.6058400 11.5119295 10.4558145 2.9271948 10.1751155 7.8705028 4.3315762 7.1661550 1.1616297 7.6599039 7.8868488 11.8734923 10.3681793 9.2981318 10.7763631 10.1745571 9.2837047 0.4247071 10.5375138 8.9638466 8.0900235 11.4136090 2.4246803 4.2659919 6.7284688 5.7939219 7.8170054 2.2991567 11.1812440 3.4835836 7.9920098 5.0546271 -0.1602016 2.1616620 11.0923906 10.2158505 11.5826661 10.7626812 11.3757295 9.1088519 9.8141255 6.7867479 8.6422416 10.9361109 9.8340786 11.5544000 9.1917687 1.1616297 NA 10.4354489 8.3375769 9.7481179 4.2659919 11.5050611 11.6212898 10.8166472 5.1365482 10.5765499 NA -1.1603628 2.8397178 1.8397178 14.8051713 8.9856572 9.4654340 11.4495965 NA 10.0332505 8.6283945 11.9932772 8.6694478 9.5954473 9.7660211 10.2929958 8.3275652 8.9232045 11.3637771 10.1906644 10.3139381 10.4553548 7.4057788 10.2093661 4.8620943 11.0449075 6.2512362 8.4106625 10.1712019 -0.0116500 0.0210040 0.7636400 -0.0143850 0.7527500 -0.0087532 -0.0296220 0.6962800 0.1573000 -0.0116500 -0.0116500 -0.0116500 0.0210040 0.0210040 0.7139100 0.7491200 0.7491200 0.7491200 0.0187640 -0.0204510 -0.0105270 -0.0087532 -0.0120630 -0.0120630 -0.0296220 -0.0131650 -0.0017351 -0.0157800 1.3900000 -0.0586340 0.1390500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.390 1.390 0.696 0.696 0.761 0.761 0.000 0.000 0.000 0.000 0.696 0.696 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.726 0.726 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.390 1.390 0.696 0.696 0.761 0.761 0.000 0.000 0.000 0.000 0.696 0.696 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.726 0.726 0.000 0.000 0.000 0.000 0.157 0.157 9.8620930 6.7405917 8.7481177 7.5156115 0.8397178 8.9245334 9.9125277 8.2264286 10.3647565 11.1631543 11.2309687 -0.1602016 5.8841192 8.7585883 4.7939219 5.9377563 11.7569107 4.8620943 1.1616297 7.2950526 3.2991567 -1.1603628 8.2277425 9.3325797 11.1714623 10.8481538 10.5022957 7.3827572 3.2991567 NA 1.8397178 9.0805164 8.3415624 8.9843834 -0.1602016 5.0491777 9.7413463 10.4419601 9.0058884 9.3991023 9.2245089 9.0876527 11.5305962 4.8397228 10.3320791 9.9338029 6.8284094 3.5946083 9.5778174 6.9792766 13.4001177 10.0152747 10.3904720 13.8273889 12.7434188 8.0270772 8.4745362 9.9722249 8.2191036 10.2633664 5.4246870 13.4323574 5.2147659 10.2125903 1.6470842 -1.1603628 10.4567334 9.5701954 12.3554250 10.4858338 13.7364833 9.4943612 9.3652459 10.1216552 9.8655568 10.1303201 13.5992493 11.9597589 12.5113768 11.8092916 11.0763374 1.6470842 10.3022274 10.6490914 11.1178842 9.2373998 8.1661545 9.4690817 12.8923781 9.4617770 11.3502396 6.1884524 6.8509519 8.6646841 11.1474952 12.6673656 8.8963630 0.4247071 -1.1603628 9.4284397 12.6156440 11.3625274 7.4133724 11.3134309 11.1423641 12.7036210 10.8481538 10.8582731 11.1881767 5.3475204 8.8813844 5.1065116 9.0503964 4.5946142 10.0994684 4.0096517 9.9664296 12.9540222 9.9824704 11.3532061 10.5297232 2.7466137 14.8038178 8.1209828 7.5332121 7.8091404 10.2971060 7.9058142 3.2991567 8.7719400 9.9449789 9.5744348 10.8262784 7.5086101 10.6169805 7.2659900 0.8397178 11.0769351 9.7541103 9.5684960 -0.1602016 11.7070039 9.7368142 2.4246803 10.6988717 5.5262253 9.5539708 7.2406044 10.6377919 9.4125392 3.7939167 9.3144450 2.5401761 10.8492039 11.2247787 10.7473670 11.8734923 10.1303201 11.1759527 11.4136090 10.1343460 6.9377575 9.3856549 9.2395372 10.0503965 1.4247071 -0.1602016 NA 8.9165408 10.4788759 9.9619060 0.8397178 10.0332505 8.7238957 11.4934660 TCGA-B3-4104 75 0 NA 1049 kidney stage ii t2 nx m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 5 2 NA NA NA 1 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.71428571428571 8.8195877 10.7489485 2.7831633 9.3557783 10.8754408 6.6183532 NA 9.3100013 9.2261077 -0.6762264 1.1186920 6.4632840 8.7872571 11.3915030 7.4986586 12.2061846 12.7526161 9.2276145 3.9675929 9.8443513 12.0328164 10.5605421 9.9917311 12.3293571 8.4658398 6.8235787 7.6320719 10.4329625 1.9086976 NA 7.3951948 10.1246325 10.2086662 9.0635132 3.4936601 2.1310956 8.7562744 9.6568880 9.5209492 7.4581589 8.4760175 4.0786184 10.8497427 11.2381177 6.7913387 10.6529684 6.4734801 9.8394325 9.9675888 9.0819558 8.1786011 1.9086976 8.5283037 10.1518691 10.7436928 7.6091351 7.0001837 10.8495715 NA 7.7749438 8.6068208 6.0379774 10.5893476 10.5042634 10.7666761 9.8148542 2.1310956 6.5135571 10.7862348 8.4886395 12.7188650 10.4459135 7.5716601 5.3681258 5.3237339 9.5561535 9.7821392 9.2031933 11.0943965 13.8074224 9.6411452 9.7499973 8.4005482 5.2779290 9.8014909 8.2515103 6.9310625 6.4836046 13.1541488 1.9086976 10.3757980 14.4304591 8.8295442 8.9217850 6.5716601 10.1367120 11.2407317 10.4065470 7.7288742 12.8213637 8.2895168 9.2722605 7.2603701 11.3209120 NA 4.8472954 7.9494416 8.4348684 7.6366152 1.3237159 9.2440855 6.1817128 5.7499981 11.3537100 9.9567278 6.5998563 9.1754817 9.3461004 1.3237159 10.2291196 8.3405409 10.6680285 10.5567530 7.5905189 10.3599062 10.9082865 10.0499508 10.7836764 0.9086592 NA 9.5549537 9.1445497 9.7246121 10.8643450 14.6225112 3.5716647 1.6456556 14.2062801 4.2306257 10.8749602 5.7160498 9.6091348 8.9855107 9.3543997 2.4936473 7.5429011 7.9996894 11.4539814 8.8648293 11.6719074 11.2566855 9.3038723 7.3293568 10.4854944 4.7499954 -0.6762264 NA 7.5036413 7.4581589 NA 9.8014909 9.4257083 8.0752764 -0.6762264 11.1789904 2.9086976 10.9161896 7.8315270 10.2334607 1.6456556 5.5135571 7.6900546 7.0241723 2.7831633 8.6856763 8.7604442 9.2923994 10.1574134 11.1490889 9.0163481 11.1925551 10.2507698 3.9086976 8.6546496 2.9086976 3.3237303 8.1246326 10.6696922 4.3842156 6.4946588 10.9462421 9.8065406 6.3790144 10.6613545 11.5954874 11.1274601 3.2306181 9.5633311 7.2654256 3.3237303 8.0719257 1.9086976 9.6456608 8.2720997 13.5086854 9.6400141 7.4632840 9.8265644 8.3681266 8.6068208 2.1310956 10.8038765 9.1116352 7.7246121 11.2002496 2.3237447 1.3237159 10.7852121 2.4936473 5.0786184 2.1310956 10.6658073 3.9086976 8.9926175 8.0890023 -0.6762264 NA 12.1326968 10.7267446 12.0904685 11.1797690 12.5454707 10.9648812 5.6275135 6.8198278 10.9926176 9.9255034 9.9143196 8.4085408 3.1310956 1.3237159 NA 10.3166710 8.5549537 10.3180860 NA 12.1215967 11.6203621 9.0328163 6.3772782 11.2392385 NA 6.1181479 NA 5.4530171 14.7390452 8.7331235 10.5698793 11.3328614 0.9086592 10.4322571 9.5076284 11.0263382 9.0207000 9.4683909 9.7984525 10.1383151 8.8802386 9.1879186 11.8703860 10.1933264 9.6206487 10.5344040 6.0651996 10.4382623 6.0651996 10.6166293 5.8730946 8.3012127 10.0128571 0.0307320 0.0140510 -0.0098942 0.0211830 0.0015255 0.0169850 -0.0231550 1.6118000 -0.0328600 0.0088920 0.0307320 0.0417410 0.0171240 -0.1963700 0.0034687 0.0034687 0.0034687 0.0034687 -0.1579700 -0.0184900 0.0012481 0.0169850 0.6797600 0.6797600 0.0061090 -0.5913600 -0.0016629 0.0000000 -0.0052610 -0.0297530 -0.0328600 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 10.1034520 7.1181489 8.8686969 7.1498365 8.3071821 9.2793826 5.2544693 9.9863565 7.1502814 11.4214059 10.6746718 2.9086976 6.5135571 10.2147568 5.3460988 5.1566231 10.8384466 7.0241723 1.6456556 7.7583611 1.9086976 NA 9.9621685 9.2351246 11.7299748 12.2061846 9.9389393 8.1692225 0.3237736 0.9086592 1.3237159 9.1310876 11.6526880 10.0076045 NA 7.3180863 9.8145834 9.9881799 9.4861239 10.9189901 10.0362596 9.2866287 12.2992224 8.2094290 10.9324494 10.3258443 8.5086081 4.4936601 9.4400766 6.2185506 14.0274740 10.5870018 10.5893476 14.7640178 13.3350472 8.1848193 7.2720997 9.7246121 6.6183532 11.3864534 12.4898957 15.2729666 6.8155857 4.2779253 3.9675929 0.9086592 12.3074388 9.0919169 12.5527016 10.9476141 10.7836764 9.8859750 9.9264315 9.8055320 10.4898957 9.6091348 13.3187931 11.6719074 10.3356587 13.5199505 7.9890686 -0.6762264 10.4250518 11.9970417 10.1042723 8.7604442 8.0207000 10.4886395 13.1434127 7.7583611 11.8933509 2.1310956 8.7749438 1.6456556 10.9147874 13.2583449 8.5209494 4.4111957 1.9086976 10.7394743 12.3793540 12.1687913 7.6591232 11.3398444 11.8771219 11.8826316 12.2061846 9.8443513 9.9917311 6.8315277 6.4426732 7.9926178 8.1817138 6.5036413 9.1359098 6.7913387 6.6366159 13.2305095 8.8590079 11.5200273 12.0115456 2.7831633 13.8615577 8.6134749 9.0465402 7.5932798 9.9521782 7.7666760 0.3237736 8.8472945 10.3978741 8.8185282 11.6574470 5.3681258 8.6160544 8.9476141 0.3237736 8.1018097 10.5036417 9.8754408 0.9086592 11.5184895 10.0935705 6.3124165 11.0618249 5.8315277 8.8512096 4.9086928 11.1789904 9.0586961 4.9961582 11.5042634 3.9675929 10.6696922 11.2309988 10.6507237 13.5086854 10.1910113 10.2492870 11.2002496 10.5846521 8.7646016 7.2185506 10.0448318 11.1502811 1.3237159 2.3237447 2.7831633 8.3461006 10.9587886 10.0154761 0.3237736 10.4322571 6.3898215 10.7224763 TCGA-B3-8121 48 0 NA 379 kidney stage i t1 nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 2 1 7 4 9 1 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.4319371 5.5204725 7.5834837 6.9923424 11.0986218 12.0979026 9.1560623 11.4302240 10.8229495 11.6386733 12.9801659 10.8259927 11.5247611 9.5354241 6.4768839 7.5502212 13.0027968 4.8005842 1.9354975 5.7428659 10.4071865 10.7107688 10.5231549 5.3569748 2.2980717 8.4273644 9.4124022 11.5012934 8.6260083 5.8146581 9.0499972 10.6438562 10.4917436 7.0997002 12.3808218 5.9861378 10.2288187 10.2987073 8.4944784 8.0199398 4.3760820 11.8957201 10.5967804 10.2911770 7.7684014 -0.8719706 11.0741671 3.7161239 7.9892435 8.6980118 1.9354975 10.7868142 10.1942455 8.9578792 10.0429451 4.6517176 8.2129647 10.3043295 7.9642068 12.1330790 9.6808254 10.7912696 5.3760854 11.1203760 10.6687688 10.9172824 8.5968822 7.6903989 15.7158313 9.2728145 8.8830437 10.2522776 4.7428686 9.8855463 7.7055854 10.6736035 7.4857086 13.8101085 3.7215148 8.9958059 8.1861479 7.0765238 8.7428662 1.9354975 9.5916807 9.7620597 12.0692040 7.7131191 14.6594598 6.9290560 9.8079707 8.0380493 11.0104173 -0.8719706 9.1560623 12.6432402 11.3305863 8.4227771 8.2600134 7.3473246 8.2779034 9.3949428 11.0263798 9.0485092 7.9892435 9.3760839 9.6837042 3.4500895 9.7317827 8.2022977 10.1047205 9.7996974 9.3485347 8.3376099 11.8565382 9.0455284 13.3788249 3.6517176 3.2980864 10.5972893 9.4635466 8.9689343 10.9070548 1.1281614 0.7130799 1.7131239 13.1007772 7.7970415 10.4585130 10.9197263 9.9012956 9.3748969 9.8501099 7.3179805 7.9705069 7.1111503 11.4732843 11.6384260 11.2846092 10.7584234 9.2574395 10.2425494 10.7479178 5.0588922 2.1281614 6.3855449 7.9673600 6.3278293 1.1281614 9.4601929 13.0679192 9.9775614 11.1902025 9.9744302 2.7131239 9.9403337 7.0107989 9.7501440 8.5417843 5.5544200 8.6319820 5.1281573 5.9437315 9.9443400 8.6846624 11.8615954 11.3846599 9.0808977 8.6673152 11.8294628 9.2753612 9.6692531 8.9403336 6.7354870 -0.8719706 8.2209137 10.4210532 2.1443075 7.7936345 9.8424019 10.6860987 7.8320602 10.1118626 12.2888156 10.7135884 1.4500631 10.1643300 8.6312466 5.5875870 8.3005836 NA 7.6119720 6.9923424 12.1358845 10.9653901 9.5606983 10.5819414 9.9103356 9.1725505 1.1281614 10.7425856 8.9626274 8.4835075 10.8696234 6.3665618 5.4500829 7.2728145 3.7131239 7.0881586 2.7131239 10.6932584 4.5875870 9.9752137 6.3845058 -0.8719706 1.1281614 11.5612201 10.3080655 11.1756212 10.7428662 11.4724523 8.2829744 9.9184396 6.7704247 8.1054361 10.6918293 9.9078757 11.4610321 3.2156165 1.1281614 0.1281614 10.2209135 8.6299937 9.2702633 3.4500895 14.5856655 11.7437860 10.0881583 5.5862754 10.6164987 NA 1.9354975 1.1281614 NA 14.3918290 8.4702310 9.3302801 11.6436098 0.1281614 9.4590732 9.2555574 11.2555059 7.5417843 10.9705067 9.8484006 9.5523227 8.7074723 8.9499303 11.4416063 10.3259874 10.4545859 10.4862580 7.9736463 9.8333221 5.2980827 10.0290231 5.6311858 7.4458856 10.3266014 0.0026357 0.0070826 0.0031910 -0.0127130 0.3789100 0.0000000 -0.0199790 0.3505500 0.0563700 -0.0036940 -0.0036940 -0.0052610 0.0070826 0.0070826 0.0031910 0.0031910 0.0031910 0.0031910 0.0034687 -0.0199430 -0.0049844 -0.0127130 -0.0071958 -0.0071958 -0.0056757 -0.0037395 0.3815500 -0.0063668 0.3593700 -0.0336770 0.0563700 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 10.2677077 6.5290354 8.6556334 6.9865725 2.2980717 9.0982622 11.4859832 9.1714025 10.2182687 11.0985715 10.8027900 2.2980717 6.0588944 9.1182603 3.9355069 6.0706705 11.2470974 5.1281573 1.9354975 7.2470977 4.7720123 0.1281614 8.3784548 8.6789033 11.3700233 11.0986218 10.5064729 7.8560769 1.9354975 NA 0.1281614 9.4204780 8.2076411 9.3521580 -0.8719706 7.3521582 9.9241960 10.3105508 8.9274378 10.1040043 8.7988126 8.2804414 11.3638714 4.1281532 10.6624592 9.9185049 7.2574397 6.1834389 9.6731207 6.4319371 13.7974844 9.9689343 9.9062334 13.2818667 12.4401884 7.0107989 9.0380495 10.4500844 9.8813731 10.2677077 5.7575140 13.1399951 5.2366801 9.3605772 1.1281614 NA 10.7511233 9.1942454 12.7365267 9.8822086 13.3788249 9.4193271 9.0910524 8.0107994 10.8164067 9.9012956 13.5477874 11.2846092 12.5128052 12.2974551 11.1214486 3.7131239 10.7547780 9.7093570 11.1595130 8.6846624 8.1365852 9.8303290 12.9015016 11.2933774 11.4520555 6.5460085 6.3376094 7.5669483 11.1834388 12.5721359 8.7952679 0.1281614 NA 10.0229742 12.5623936 11.5539178 7.2156194 10.9278427 11.6069260 12.2222340 11.0986218 10.8229495 10.8259927 6.6980115 9.7336358 6.3665618 8.9290563 6.2880281 10.2029668 7.0997002 8.2955747 12.2996225 9.3497434 11.3861334 10.6789032 1.4500631 14.1004631 7.9848929 7.0290232 7.9066603 10.2307882 9.0305314 7.7899346 9.1139984 9.9443400 9.1955907 10.8402534 8.7280691 12.4521962 8.8880446 3.2156165 11.1125748 10.5454815 9.9547048 NA 11.0544524 10.0320381 3.4500895 10.5643474 2.8285910 9.1888524 7.3713306 9.9744302 9.9754878 8.2049721 8.9720774 2.7131239 10.4210532 10.7678272 10.9586715 12.1358845 10.2399441 11.0054405 10.8696234 10.4596332 7.1834389 8.6200094 9.5937228 10.1040043 4.4135602 -0.8719706 NA 9.8023487 10.9483593 9.8946853 2.7131239 9.4590732 8.5247611 11.6074314 TCGA-B3-A6W5 43 0 NA 309 kidney stage i t1 nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 4 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.1071396 5.4532706 6.7363018 12.0622049 5.9227164 5.3112815 3.4632824 10.0173612 10.3320036 10.1655721 4.4632824 1.3637318 9.3757741 9.0321267 9.6707864 9.2119241 6.1637241 11.5874053 9.5676205 11.2806940 7.0482460 10.3869086 1.8783330 10.2516216 9.9216221 8.2602967 8.3813522 2.5564049 10.1880251 9.9319758 11.0155688 7.7313190 2.5876050 11.1048493 3.7782717 8.8406392 7.6143852 5.4871294 11.1763840 9.9303460 9.3402102 9.3069831 4.2288187 6.5620180 10.5949695 3.3112851 12.3379580 10.2065475 7.1488507 9.5178430 9.7712650 10.5109532 11.2396073 9.5932539 8.9889351 15.7188929 9.0681460 8.5408119 10.4163163 4.4871326 8.9519275 8.0034763 10.8290231 2.7263081 13.3246811 4.2333359 8.3674628 9.5528668 6.8464118 8.7437455 0.8782937 9.4625323 9.0024426 14.1892182 7.3765726 14.6400106 4.1711027 9.6975617 7.3475558 11.8093544 NA 6.8783219 13.2872880 13.1118213 8.3685706 5.0158231 8.2376316 10.2607293 9.2297023 10.7499187 7.9805595 7.2877124 8.8635941 9.9731909 3.5105949 10.7187847 7.9051216 10.3096100 10.2380710 9.8783215 8.8336807 12.1635306 9.2128183 13.5674022 2.6438562 2.5564049 10.7359915 9.6623018 8.7621867 10.5683195 NA 4.6224853 2.0158187 13.4742782 12.7429719 10.6981812 13.5601748 8.3733768 10.1834711 11.5351038 2.9487130 8.1375937 5.2843142 11.0489977 11.7528418 11.6047491 10.1162484 9.7306950 7.8208357 10.5613160 6.2146047 1.3637318 3.5563926 8.8973560 6.7313190 1.3637318 10.0234893 12.9039455 9.5163952 10.8524492 9.3037472 1.8783330 9.2723554 7.8624551 9.8589066 9.8007572 4.6007871 8.6985005 5.3112815 5.4138784 11.0214495 8.0760294 11.4985413 11.3479632 9.3892833 9.3932328 12.9060892 8.9006893 9.5980525 8.4587683 8.5634205 0.8782937 7.0361736 10.9774062 2.4690524 10.1572215 9.5849901 11.2751402 9.6271851 10.2999656 11.8367292 10.3229223 2.8783134 10.7250655 10.0331800 3.5105949 7.8371643 -1.4437913 8.1581643 6.5676200 11.8250815 11.2877124 9.0371834 10.2279344 11.1923381 8.7363025 2.1413674 10.7315655 9.0750464 8.2463915 11.1768423 3.2002532 6.0799562 5.0321273 1.1413674 9.0351631 1.1413674 10.7428171 -0.4435951 7.7010513 5.6155752 NA NA 11.6512958 10.8007572 11.9342817 10.6448503 11.6654078 8.7888142 8.9111717 7.3152166 7.9248998 10.2615937 9.5877500 10.9232620 7.2533606 NA 0.1413020 10.3491837 9.2628893 8.1090622 5.9572739 12.2264963 10.1692619 9.7572920 5.9257716 10.1979936 1.1413674 -1.4437913 -1.4437913 -0.4435951 14.0690104 7.5870604 8.3749756 11.1711032 NA 9.2226174 9.5973747 11.9488449 7.6908193 9.9941454 9.6727374 9.4190307 8.8760653 9.1338222 11.4733924 10.1604832 9.7425075 10.7870143 6.9910218 9.8233086 5.2843142 8.8873102 5.3987437 6.7707128 11.5930821 -0.00041585 0.68552000 0.71754000 -0.01009400 1.45020000 0.00000000 -0.00537450 0.73057000 0.24264000 -0.00041585 -0.00041585 -0.00041585 0.68552000 0.68552000 0.71754000 0.71754000 0.71754000 0.71754000 -0.00609040 0.01558700 -0.01615900 0.00000000 -0.09762700 -0.09762700 -0.00415460 0.00083195 -0.12460000 -0.00567570 0.75089000 -0.02739800 0.24264000 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 9.7067754 6.8184876 8.1375937 7.3508738 3.5295461 9.3154494 11.2407036 7.7063185 9.7288208 11.2889191 10.3963844 5.1262502 5.8601732 9.8709767 0.5564049 8.1525830 11.7722297 5.3112815 0.8782937 7.5620180 5.0799541 -1.4437913 8.3361129 7.8394816 10.6600975 10.3560797 10.9430777 6.6438562 0.5564049 4.4143724 1.1413674 9.7737452 7.3045859 9.1375939 -1.4437913 5.1563076 9.0402092 9.7876145 9.3508093 9.1664955 8.4512111 9.5003733 10.7256921 5.2706373 10.2563995 9.8249354 7.7560659 5.2978590 9.0906963 6.2911025 13.7278438 11.1750083 9.6629564 13.6240798 12.0130044 5.7755616 8.0974902 10.2168350 8.1205427 10.3133666 3.2002532 13.2857486 5.0158231 10.0867997 0.5564049 -0.4435951 10.3936271 7.4112618 12.4087278 9.0760296 13.5674022 8.8726749 8.7449821 10.7517656 9.5436573 8.3733768 11.0037349 11.6047491 11.3938242 11.9143577 10.1641860 4.0482449 10.7809980 10.3661614 11.1148141 8.0760294 8.3393917 9.7942007 12.6805954 8.7474525 11.3156553 5.8043221 7.5535725 8.9128453 11.5284756 12.6944251 10.0602191 3.7658423 NA 10.4232859 12.3975645 11.2680366 6.7263190 10.5098623 11.7124764 12.2118123 10.3560797 9.5003733 11.2367529 5.6224824 8.4496951 5.5221782 9.5863707 6.1857496 9.4474176 7.0482460 8.2128183 12.8489932 9.5627194 11.1731719 9.5171194 2.2568295 14.4154185 7.6589726 8.0014082 7.8689361 11.4464676 7.6438562 6.4018830 8.6412017 9.7499187 8.8452595 11.5466746 6.3701747 10.1394761 8.7061406 4.2843142 10.4116512 10.7505346 10.6014704 -0.4435951 10.8217154 9.1338222 4.3377539 10.3062628 0.5564049 8.6035173 6.9227152 9.3037472 9.7426872 0.8782937 9.9795092 1.7263081 10.9774062 11.3241640 10.3576976 11.8250815 10.9546026 11.3906669 11.1768423 10.4985413 7.3765726 8.8794482 10.0863119 10.0858239 0.5564049 0.1413020 NA 8.2411418 10.4806120 9.2437690 0.5564049 9.2226174 8.6130310 11.2792009 TCGA-B4-5377 68 0 NA 365 kidney stage iv t3 n0 m1 female 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9610187 9.6671809 2.4804978 1.0210533 8.5058953 9.6228431 10.8187338 8.9189178 5.1708184 4.0654689 10.5595037 10.2081150 6.3064737 10.8879648 5.7826235 10.1315555 11.1823616 7.8759404 7.7421713 2.9752633 11.2306779 10.0531180 10.9160794 7.9113363 NA 11.0029338 2.2085173 8.8644044 7.6504285 0.6060631 10.3182751 9.7167355 7.9868563 9.1855581 NA 6.4845974 9.3339552 6.8057065 11.1414721 10.5038802 11.3854805 3.8539657 12.7928763 11.3064744 10.9138047 8.4294021 9.5539151 16.3974520 9.2152134 8.3575788 11.0086915 4.9158889 9.3648132 7.0266972 10.8452354 5.2305258 13.0889267 1.8160262 8.0780483 9.2182888 10.4462881 8.2843415 5.0210710 9.7983276 8.5718190 12.3301222 7.8348534 15.4523576 9.2755104 11.0832938 6.9429132 12.1266534 NA 3.1503485 13.0046003 12.9364848 7.7387489 6.0210732 9.2660306 8.9495907 7.8728214 11.6507703 9.7763771 8.8500021 9.4902053 9.0790639 NA 10.3747704 7.8837094 10.0692185 9.7759597 8.9090542 7.1859795 11.7748155 9.2618636 13.2026516 2.4804978 -0.9788046 9.7502682 10.0720194 8.6330192 9.9734494 NA 5.8602750 1.6060158 13.4454354 7.7472907 10.1455167 13.1155623 10.3838380 8.6987918 9.3356554 3.4804978 6.7859441 10.7460123 11.1474541 10.0610194 12.0377265 10.6651538 8.8243962 8.0858150 10.7799200 5.4968043 -0.3940316 4.6357834 8.3064746 2.1085245 -0.3940316 9.0111761 12.9912680 8.8081585 10.1458397 9.3018430 2.1085245 10.8704773 7.6003880 8.7950519 13.5285262 8.8219723 9.2145977 6.0489772 5.2689995 10.7398192 9.2152134 12.1650931 10.9343357 12.3929850 8.8957770 11.5537934 8.5495263 11.1980245 9.9395256 11.8128456 NA 7.5794932 11.0397940 9.9621272 9.7415432 9.6757083 11.8600791 8.7481419 10.5325778 11.4117786 11.0910254 2.2690032 10.0302010 7.7711593 4.7489925 7.0350927 -1.9788046 8.4015332 7.1451934 12.7143958 10.0831184 9.2510927 10.9348966 10.4660871 9.6027436 7.9204291 10.7006381 9.2139815 8.3018428 10.1273080 1.0210533 2.7759566 6.5248974 1.7215039 9.1322079 3.7743548 11.0729609 5.3961115 9.2878587 5.6046822 NA NA 10.7016515 10.4031559 11.2500412 11.1276351 10.4447134 9.4309936 9.2804565 5.9555895 11.2175206 11.6533859 10.2244202 11.9684352 -0.9788046 -0.3940316 -0.9788046 9.9886587 8.9672476 9.6965882 8.5239042 15.5354164 14.9025567 10.2019138 6.5730503 9.7413165 NA -0.9788046 -1.9788046 NA 13.7141780 8.8790532 9.0295009 12.4717036 NA 7.5387415 9.1769530 11.4131213 6.0266961 10.0444801 9.9915377 9.2796382 8.6987918 9.0544952 11.8381558 11.0049565 9.9071498 10.3494667 7.6172617 9.9383212 7.6558834 9.6979109 4.3826673 7.1217086 9.0817681 0.00000000 0.02076300 0.02777800 0.01908300 0.01502800 0.00944910 -0.00013862 -0.01931400 -0.08996400 0.00000000 0.00000000 0.00000000 0.02076300 -0.01001500 -0.68624000 -0.68624000 -0.68624000 -0.68624000 0.02286500 0.01908300 -0.67910000 -0.70792000 0.00319100 0.00319100 -0.00013862 -0.00013862 0.02244400 -0.00207840 -0.01312700 -0.03939400 -0.08996400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 10.0437869 6.1708184 9.5722999 5.8984478 -1.9788046 8.0871615 13.0932048 9.3927182 9.4394519 11.5230561 10.4523086 -0.3940316 6.5367725 9.5144273 4.5756633 8.5612001 11.2233491 6.0489772 -1.9788046 6.2353920 3.6357776 -0.9788046 8.8316439 7.5008522 10.1352213 11.0006760 10.8032862 7.5465928 -0.3940316 NA -0.9788046 9.9162688 7.1058802 9.3185618 -1.9788046 5.9983512 10.35170904 10.30878463 7.69172817 10.43152362 7.89143681 4.49680745 11.08598339 6.10322066 9.89528520 9.55147853 4.90371317 6.17081839 10.46349740 7.26662446 13.80120184 10.22442019 10.18125875 14.27368222 12.62365510 8.47125250 8.69614722 9.53183642 7.36980060 9.66222081 5.27846061 13.15774299 7.21582903 9.20408715 3.80243106 0.02105325 10.07533741 10.00049739 13.70049734 9.00691426 13.20265157 9.08176809 9.14001325 8.15934410 12.02168848 10.38383797 16.17226223 12.03772646 12.05724582 12.79106498 10.69106449 0.34300978 11.10986049 10.63048183 10.46142235 9.21521336 7.83003661 10.02915068 13.13004582 11.15870385 11.61165459 -0.39403164 5.43046259 5.29719509 11.23280847 12.65582657 6.66492793 -1.97880458 NA 12.19498355 12.55488861 11.54082025 7.23539104 11.27934378 11.1266534 13.2071091 11.0006760 11.4837023 9.9893790 6.2831662 11.6887382 6.8252030 9.3259939 5.1708184 10.1028885 6.3064737 6.4557004 12.7755699 9.6079121 11.6042725 10.7888429 1.1909941 13.7265696 7.6332772 6.0154262 9.2112118 10.4968057 9.6766029 5.3064737 9.6819596 10.1200913 9.2913676 10.6788373 7.1348144 11.7662213 9.9124762 7.0097570 11.2005148 10.3769738 10.2056377 -0.3940316 10.9482947 10.0284499 2.1085245 10.3125307 10.5737413 9.2989408 7.0238874 9.3018430 9.4068538 4.0871573 8.6003883 2.7759566 11.0397940 10.3772490 10.9395628 12.7143958 10.7234614 11.5376341 10.1273080 10.8158942 7.3830156 6.2642455 9.6389988 9.1497111 1.6060158 0.9413317 1.4805236 11.0501869 11.1343569 10.2369085 4.2498928 7.5387415 7.7387489 9.8328483 TCGA-B4-5378 62 0 NA 175 kidney stage i t1 n0 m0 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 2 4 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9298936 10.0370041 3.2556518 7.9685597 10.4406797 7.0991100 -0.1135669 5.3985317 9.8774599 NA -0.4416344 4.9738730 3.0018923 10.3252024 7.8171480 11.4313751 11.7138857 6.9844424 7.6346034 10.6080795 12.2741587 13.3845139 10.9385258 11.8948392 8.0036208 7.6323649 7.8210845 10.0053517 5.4409987 NA 9.8588975 9.4326619 10.1019436 10.1140265 2.9453080 1.1088255 8.0242554 9.7193007 10.0289431 10.2747867 5.2787282 2.8864136 10.3091762 10.4333051 5.7526603 8.6666771 0.6233987 9.8613031 11.8798208 8.3928837 7.0053517 1.3014706 10.2545533 9.5570669 10.7153404 7.8713040 0.3014706 11.0401104 2.0901421 8.7529168 8.1152294 -1.6985294 10.0319183 9.6086489 8.5011206 9.0159770 -0.6985294 5.3126761 8.3526570 0.8864331 11.7587007 9.3021525 9.6959108 8.7659938 11.0244563 14.2094419 10.8040314 8.6894655 10.8330733 15.6035961 9.5570669 8.6040869 9.9587666 4.8250122 9.5775725 8.1840913 10.0559181 6.6633916 12.6248548 3.1409095 8.5434909 12.1163309 11.4307311 8.7557475 4.9453034 9.8741484 9.7588290 10.9064646 7.9326252 14.5436047 10.4934326 10.2941918 10.2483544 10.5661839 NA 7.9774053 9.2446956 10.6523873 8.0496411 0.8864331 7.5084627 8.6131964 6.6589998 11.0255356 9.2329243 8.6688630 9.2556445 9.7140179 -1.6985294 9.8497884 8.0778812 8.9507043 11.1168314 10.1706563 8.1088030 11.6900574 9.8328296 12.1163309 2.2083300 -1.6985294 10.1512442 8.2188204 8.5230354 10.0575874 NA 0.8864331 1.1088255 13.5865613 3.5493735 10.3935445 5.1962647 9.7557474 8.4912727 9.8593904 2.6233753 7.8386663 9.1168315 11.3708979 9.5874282 11.5800515 11.0768527 8.8541172 6.3729103 10.6032301 7.2410269 4.1088004 8.5133364 7.0088073 1.4713956 -0.6985294 10.3137235 12.7486605 8.5302666 10.7376391 10.2589129 2.6674153 10.8817067 7.7001921 10.0178089 10.1457616 7.5326692 10.6900036 10.6819092 6.0088073 9.4819790 9.4300870 12.0039455 10.5148561 13.6553530 9.1330721 11.3484016 9.2150854 10.0999199 8.9879487 8.3553740 -0.6985294 9.3928834 12.2226382 9.3642566 5.7063344 9.9650062 10.9473316 9.6468533 10.7754075 11.1222254 10.9870730 6.1531973 9.6306839 8.5105359 4.1594274 8.0663196 NA 10.2384541 7.5302666 13.2335706 9.6346034 8.3431071 11.0040537 9.7039273 10.3441335 8.1932316 10.4818111 8.6959107 8.3140725 10.9870730 3.7608809 3.2556518 6.8976374 2.6233753 1.4713956 4.7108395 10.8313666 7.0088073 10.6540433 6.6016638 NA 0.6233987 10.7865227 10.1264069 11.2815877 10.9524998 10.6859620 7.7731234 10.3490185 5.5366964 11.7244327 11.9127035 10.1426193 11.8986860 NA 0.6233987 -0.6985294 10.3410526 8.8171480 9.9267003 -1.6985294 12.4458674 15.0968410 12.3920568 7.9797664 10.0864919 -0.6985294 0.6233987 NA -1.6985294 15.5556833 9.3607927 9.6451890 11.8864106 -1.6985294 8.2483546 8.9785775 11.1477221 7.3594395 9.7547187 8.9623353 9.8333169 8.5611913 9.4562663 11.3504458 10.0010205 9.7634391 10.6631178 7.6256285 10.1019436 8.5446222 11.5816389 5.5690779 7.6024413 9.4377985 0.00152550 0.01014600 -0.00221680 0.00097064 -0.00124730 -0.00110870 -0.00843850 -0.00110870 0.00360760 0.00152550 0.00152550 -0.00579640 0.01014600 0.01014600 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00180300 0.00097064 0.00235810 -0.00161610 0.00610900 0.00610900 -0.00843850 -0.00110870 0.00194180 -0.00110870 -0.00304750 0.00541390 0.00360760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.8550774 6.4562657 10.2369815 7.3754287 6.9800127 9.4300870 7.2439623 11.4166999 8.1327552 11.1525354 10.1996716 0.6233987 6.6188612 8.9317153 3.7277136 8.4281524 10.2883567 10.6819092 -0.1135669 7.0122547 3.8864136 -0.6985294 9.3655171 6.8367232 10.9008310 11.4313751 10.5082366 6.2498151 1.3014706 -1.6985294 -0.1135669 9.5781541 8.1656341 9.2490850 NA 4.3675388 10.3448172 10.4229816 7.0596711 11.7493062 9.4594265 7.4613198 11.4606888 5.5206171 10.2262606 8.9498057 5.8560370 6.7892884 10.2512748 8.1168315 13.1168314 10.0584214 10.4164918 13.3008316 13.7302008 8.3981631 10.1648601 9.8264795 6.2498151 9.5676491 9.0901664 13.9141727 8.8854710 9.7619041 8.7443915 1.4713956 9.6964467 9.5362655 14.6451370 9.3224280 12.1163309 9.6012285 8.7536894 12.3271068 10.6843423 9.7557474 15.4252765 11.5800515 12.2133082 13.2944749 11.1687268 2.5493735 10.7560045 11.4749691 10.6859620 9.4300870 7.9018631 10.1031565 13.2459314 9.3258952 11.7175833 2.8250122 5.5493765 8.7203547 10.8030366 12.7976778 5.8012932 0.3014706 NA 10.2432293 12.5092251 11.8553833 7.9013611 11.4534160 11.575389 13.056231 11.431375 10.608079 10.938526 6.702328 9.623940 6.334870 8.821085 6.777182 10.166795 5.752660 8.446106 13.470109 8.432019 11.809243 11.113826 2.388906 13.932511 5.832908 6.520617 7.098298 9.782743 9.797803 2.001874 9.727189 10.050899 8.813201 11.046912 9.001021 10.101944 11.644356 6.362144 10.766759 10.181797 10.174892 1.301471 12.238730 10.884766 2.208330 10.000153 4.056332 9.066320 7.196266 10.258913 9.163473 1.471396 8.538658 6.650176 12.222638 11.009670 11.096879 13.233571 10.077881 11.142619 10.987073 10.459427 7.736076 9.003621 9.974315 9.875569 NA NA NA 10.170656 9.531036 10.232924 5.134340 8.248355 7.970333 10.928070 TCGA-B4-5832 65 0 NA 155 kidney stage iii t3b n0 m0 male 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3093251 9.6857131 5.0678753 2.3206291 10.7894100 9.0446671 6.1426422 9.6981610 1.8351965 10.8980694 11.7949259 10.9189590 7.1571418 -0.4868125 9.3318678 7.0755284 11.8067573 9.5175060 -0.4868125 8.1499102 3.0982511 7.8620137 6.0524442 2.9727110 8.3743727 7.2067721 8.2240919 8.4877002 1.0982174 3.8352167 7.4848293 5.5132854 11.6214834 6.6630329 11.0514745 3.5132886 9.9023792 8.1535308 12.6619211 7.4905653 9.7870813 12.9537655 7.5467085 10.0745735 11.7774350 4.1571407 10.7068110 8.4351264 8.9603689 8.6630329 13.7154095 NA 5.3365262 8.0011255 7.5300942 9.9798720 NA 6.0051395 11.0161174 14.2144838 9.2015358 12.2571776 9.1243103 10.9739923 8.9520775 10.0397849 -0.4868125 6.8796078 11.1746184 8.6981608 4.8708381 2.6832024 10.5874271 6.0678753 11.9549330 8.8124937 9.7227391 8.9395504 9.6541154 10.9045292 4.4674817 12.1737273 6.6731564 7.4905653 8.6060428 9.7166336 8.1857110 11.6077889 6.7324537 14.1119779 2.6832024 -0.4868125 6.8352142 12.9592057 5.6832108 8.5439528 NA NA NA 13.2578041 2.3206291 9.6528369 10.3270669 10.4869830 5.7227392 5.9056036 3.6832136 2.6832024 10.3302692 12.1415033 8.4291648 12.4315358 11.3274675 8.1892424 11.5245129 9.1714971 1.0982174 7.5189104 5.5356549 6.4674817 6.8883256 NA 11.4373558 13.4726537 10.3350596 6.5132854 10.3125673 NA 10.1936451 4.6007455 5.8660796 7.0601804 3.4201725 3.4201725 0.5132886 2.6832024 10.8335221 9.7706735 12.8691873 8.2946456 12.3857681 6.2275312 8.5161007 8.7683144 12.3671800 10.0669149 6.9562286 NA 7.9437379 12.9900318 9.8662670 5.7421032 6.3077017 12.6910166 6.0368484 8.5712775 14.3436523 8.7031100 2.0982511 11.9026481 7.1313775 2.0982511 4.2137283 NA 8.8419605 5.7421032 12.1819491 6.1857100 11.6306040 11.9570062 7.0678742 10.4696618 2.5132886 7.1992257 7.3270666 7.0755284 10.1261541 NA 1.0982174 6.3206399 NA 8.1020004 5.9727179 12.4873417 6.7227392 8.2614786 6.2681724 -0.4868125 NA 8.0289857 7.1927653 10.0378274 9.9551923 7.2547528 8.8216248 6.0108984 3.5069573 9.8686368 12.9371894 12.0063905 9.8785145 -0.4868125 NA 1.0982174 8.1786215 10.9247966 10.2309620 7.0678742 13.3152970 13.5961831 13.1417312 8.9436128 8.6322268 NA NA 3.9056012 NA 13.6374069 8.8102018 9.5522047 12.0331675 NA 10.0640324 8.6807038 12.7227390 6.6931942 6.0982490 6.9562286 9.5604095 5.3712661 8.4877002 10.8785145 11.2752523 7.6218101 10.1901242 6.9056036 10.1453720 7.7469053 10.0151229 4.4388118 8.0171113 7.6113177 -0.0042929 0.1577100 -0.0013858 0.2626300 0.2549600 0.3784900 0.2160600 -0.0268510 0.0189430 -0.1157400 -0.6906100 -0.0378410 0.1577100 0.1577100 -0.1429000 -0.1429000 -0.1429000 -0.1429000 0.0000000 0.0328450 -0.2682900 -0.1584800 -0.2661200 -0.2802500 0.2160600 -0.2782200 -0.2744500 -0.1931200 0.2410900 0.2182200 0.0189430 0.216 0.216 0.248 -0.030 0.252 0.252 -0.267 -0.193 -0.283 0.241 0.241 0.000 0.000 -0.270 -0.270 0.218 0.218 0.000 0.000 0.482 0.482 0.253 0.203 0.158 0.158 -0.142 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.255 0.255 0.232 0.390 -0.280 -0.280 0.000 0.000 0.216 0.216 0.248 -0.030 0.252 0.252 -0.267 -0.193 -0.283 0.241 0.241 0.000 0.000 -0.270 -0.270 0.218 0.218 0.000 0.000 0.482 0.482 0.253 0.203 0.158 0.158 -0.142 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.255 0.255 0.232 0.390 -0.280 -0.280 0.000 0.000 9.4862655 4.4201792 10.1178389 3.9056012 NA 5.4440243 15.8524919 8.9195120 11.1080767 10.0128524 9.4674819 2.3206291 6.5793748 5.9890186 2.4730595 5.4201758 11.8691873 0.5132886 0.5132886 6.2275312 3.3206435 1.5132886 9.0543824 5.7986882 8.4499237 9.6191942 8.7823421 8.7894101 NA NA NA 6.1131983 7.7894097 9.6844625 NA -0.4868125 10.7612131 10.3198352 3.7612108 11.3242589 7.1279954 6.0524442 11.1159845 6.5132854 8.2377993 11.1131984 3.0982511 1.8351965 12.3558324 7.1714971 14.1077852 10.9773208 11.7297283 13.4493714 12.7851863 7.2343844 8.6931946 9.3728205 7.8079061 7.8216248 5.4674817 13.3140844 9.2223694 10.5692458 3.3206435 3.9727202 12.9230743 11.2309620 13.8538312 8.9541547 14.1119779 9.2206448 7.1206163 8.1206158 9.3302693 10.4869830 14.6205844 12.4315358 11.7327567 13.3831686 10.2806425 -0.4868125 6.8620137 10.3936345 10.2888959 9.7706735 9.7504956 8.2343849 14.7027241 12.3634725 12.9586885 2.8352167 2.0982511 3.0982511 11.1544342 12.7437565 4.4201792 1.8351965 NA 11.3036341 12.5461923 11.5507159 7.5300942 12.4037399 8.4905657 13.9901584 9.6191942 11.6956800 6.9808913 7.9768098 12.3965017 7.1499107 9.5617725 4.3206435 10.2041566 6.1426422 7.3270666 12.9927918 8.7706735 12.4430988 11.4310307 4.3712661 12.4194246 6.2801453 5.3959299 8.3775958 9.4513949 10.7783145 4.2681724 5.3712661 10.7552687 8.2377993 13.6176387 4.2137283 10.8187774 10.8686367 1.8351965 13.9440648 6.8796078 9.8719368 NA 11.1521740 8.9290273 4.2681724 9.4718384 8.9808913 8.6528371 6.7324537 10.3125673 5.8245337 5.7986882 7.4081030 0.5132886 12.9900318 9.0926015 13.0605417 12.1819491 9.3681539 11.9557108 10.1261541 8.4991275 7.4557998 6.4905653 6.4674817 8.1389946 NA NA NA 10.7190789 5.8689016 10.1980343 3.6007455 10.0640324 8.3077013 8.2206448 TCGA-B4-5834 59 0 NA 38 kidney stage i t1 n0 m0 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 7 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.000 10.1047813 7.2292284 10.5195141 7.0763646 -0.1046974 9.0476128 5.7197557 10.5714642 8.9658962 11.0952292 10.5847435 1.8953414 6.6277775 9.1313420 5.1557290 7.5606638 10.4383597 6.1807307 -1.6896599 6.5535387 3.4396497 -1.6896599 9.1891826 7.2847797 10.2346472 10.9900654 10.8621025 7.3574895 0.6322682 NA -0.6896599 9.7794984 7.9028225 8.8141912 0.3103401 5.3103656 10.4205224 10.6084279 7.5487703 11.0136201 8.7397722 5.7449926 10.8451546 3.9542242 10.0399861 8.8868498 5.8260654 7.0348793 10.5304414 7.8122023 13.3204563 10.2032876 10.4004778 12.7040910 13.3113337 7.4777834 9.5222537 10.0547788 7.0917252 9.4524725 5.3978269 13.4418204 9.4702367 9.0467674 5.3103656 -1.6896599 10.1116696 9.5905562 13.1997267 8.5992315 12.1031557 9.6563249 7.7449939 9.4057625 10.9988342 9.5463796 15.4760281 11.0876823 11.8180362 13.8621637 11.0719166 0.8953026 10.6167119 11.4270342 9.6379179 9.3533925 7.7840714 9.8461267 13.1420685 9.9037565 11.8529112 3.2645665 5.1432546 7.0518321 10.9063221 12.3535636 5.2051813 NA NA 9.5234696 12.8335597 11.4799741 7.3871807 11.1887995 11.317393 13.365648 10.990065 10.390850 10.286213 6.199109 10.200250 6.155854 8.752272 6.117720 10.090905 5.744993 8.607281 13.385417 8.927833 11.722406 10.093773 2.397830 14.198776 5.474670 6.031464 8.779142 9.778989 10.749937 4.650213 9.529534 10.301887 8.948801 11.430603 4.539184 10.967237 11.350998 2.217262 12.257180 10.373760 10.205183 2.217262 11.510344 10.098676 3.667915 9.703219 7.310366 9.140088 8.130544 9.929668 9.152551 3.925078 9.155855 4.558292 11.612004 10.616427 11.245162 13.077826 10.375108 11.091315 10.489653 10.688931 7.975701 5.155854 9.577737 9.656879 2.397830 7.479990 NA 10.830739 10.731647 9.806720 4.091725 8.558293 8.350655 10.239254 TCGA-B4-5835 64 0 NA 16 kidney stage i t1 n0 m0 female 2010 NA no 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 4 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6781560 5.2326723 10.2564729 8.2557575 12.0913567 3.9223311 12.9179313 1.7007060 7.0272746 7.4077606 7.5382208 8.7089301 3.3659444 9.0753283 10.3622892 13.3529953 8.2018049 13.9475530 5.4976475 10.7834181 7.7902299 12.2331282 -0.7214204 5.3228728 13.7531975 11.6151235 8.3105233 6.2151155 9.6082739 10.0818014 11.3259423 11.6964618 9.8025295 8.4129039 9.3915684 9.8282622 3.9223311 9.9737058 8.5192687 9.4064718 9.8502301 7.2614706 9.7409798 12.8023592 8.9232351 12.7665687 2.2784903 0.6003649 11.7116717 10.6664948 9.2678719 9.6915766 NA 1.9789278 -0.7214204 13.4985157 8.8662549 9.7668197 10.2841021 9.0055471 9.9662906 9.9566375 3.7047392 7.8596783 6.2032893 11.6750823 9.2791818 12.3640520 10.3475916 9.5833991 12.5556922 10.9085171 2.2784903 2.6004125 -0.7214204 8.6654176 3.5264069 NA 10.2869061 10.8755989 9.9561971 7.5192690 8.6183275 0.7945198 9.8215093 7.8746673 10.2159837 8.1656979 9.0131870 8.5228412 3.7379139 9.1542267 10.3695823 8.7471017 11.1382064 11.3211629 10.2914512 9.5862476 12.1794386 8.7120630 8.3283262 9.0063979 8.8020394 5.6447994 4.6360271 10.4833543 6.0179197 8.5156994 8.3105233 10.9169134 7.3283258 10.4307624 11.8738516 10.8416738 1.6004125 11.4917336 7.0766906 4.1113652 6.4927970 NA 6.9005287 6.2092155 11.6280352 10.1062172 11.1509600 10.0590172 10.7688270 9.3804533 2.1853591 10.7724555 9.8821038 7.9754450 9.0890492 -1.7216583 5.5730988 3.6707950 5.7379084 8.1097847 0.8634628 9.7104974 2.2784903 8.0148797 5.9533048 0.2784606 NA 10.7934381 10.5075968 11.0755310 11.2455236 10.4605615 10.4552740 8.3751928 6.8031754 7.5958900 11.9157816 9.2564729 9.2261145 -0.1365372 -1.7216583 -0.1365372 9.2217249 9.6144261 7.9841097 5.6793562 9.4812136 11.3534552 8.0906550 6.4250715 9.3269644 -0.7214204 0.2784606 NA 0.6003649 13.2015728 7.8311083 9.0890492 11.7617895 NA 8.5638796 10.1615102 11.8431034 4.3870040 9.9737058 10.7245269 8.8137530 8.8830309 8.5487730 11.6215244 12.4215418 10.0712678 11.0472821 8.2543257 9.0680111 4.0858325 8.5580881 3.9318249 5.3683772 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1.4484253 7.1702616 4.7047447 2.6707950 8.2826979 7.5822579 8.6011156 10.1584436 12.1851173 7.8368980 -0.7214204 NA NA 9.2938926 7.5845394 10.3974186 -1.7216583 5.7703296 9.7638038 10.0207869 10.0093721 9.4377182 9.5924942 8.0450066 10.7924518 7.3712347 11.5798308 10.4106559 6.6049075 5.0728947 9.9689121 4.6535187 15.1095002 11.6728062 9.4045366 13.4502798 12.0250968 6.5913608 7.8464338 10.2493024 8.0532645 10.6694525 5.4683031 14.2038929 5.7862722 10.2543255 1.8634231 -0.7214204 12.4635852 9.0046958 12.3325730 8.8301859 12.7665687 8.9823810 8.3008453 7.7420022 11.4868643 9.0055471 13.3031843 12.3640520 11.5102987 13.3365961 9.8653173 1.8634231 10.3745337 10.1113676 11.8630877 8.7471017 7.4077606 10.5335061 13.9270036 9.6133093 11.6061705 4.9366898 6.7783229 8.1239677 11.5551835 12.0732995 8.0565548 -1.7216583 0.8634628 11.3802891 12.7172693 11.2705254 7.4154688 9.5204606 10.989069 12.317482 10.158444 9.776828 9.827299 5.978916 11.139564 5.848332 8.458387 4.111365 8.495223 7.420584 5.148841 11.838807 10.035867 11.478763 9.931771 1.085833 13.417669 8.370666 6.798114 6.972731 10.932890 8.207736 2.600412 8.469537 10.669184 10.416067 11.265564 6.226846 11.142857 7.655688 2.185359 12.290491 10.726077 11.167031 -1.721658 10.754717 8.768326 2.802048 9.678823 4.006397 8.742002 3.448399 8.618327 9.268815 4.033361 9.927284 2.670795 10.483354 9.755224 9.946033 11.628035 10.038366 11.646438 9.089049 10.467684 7.428224 5.487930 9.150383 9.189120 2.737903 2.448399 NA 10.692634 10.278597 9.558668 1.085833 8.563880 7.887656 9.513295 TCGA-B4-5836 61 0 NA 141 kidney stage i t1b n0 m0 female 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 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7.912600768 7.331618341 8.536385164 9.506832787 NA 0.740452698 3.839022337 6.133853236 10.029303932 6.572625958 10.825324855 12.049379665 7.882396670 10.183831738 11.159269353 11.703349915 15.096748315 9.909608866 11.772779065 7.216886484 4.562504986 7.600106924 13.213654940 6.289271955 NA 8.744444695 9.147464688 9.768106066 9.962058479 1.412781525 -0.002310161 8.932391349 9.376373742 10.895058849 9.103626146 6.542038223 4.622209995 10.269958503 10.503859818 6.707375699 10.689461053 4.056609538 10.281963284 11.963742256 8.624643412 6.500217273 2.220113225 11.580329994 9.929439955 10.752048328 7.836921391 -1.587272661 10.419431760 1.733224167 9.102971430 8.167642436 -1.587272661 10.005679140 9.974042969 8.273841746 9.977156974 -0.002310161 5.839019817 9.745351131 -1.587272661 11.189393662 9.490905816 11.531209497 6.258245661 12.503944120 13.345661812 11.082083027 8.509470205 10.223728308 16.489471489 9.750934216 9.100130625 10.387886468 4.435121828 9.526497283 7.378539367 10.312867076 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9.767731592 9.698735222 7.390034786 8.977857172 5.140676420 5.140676420 9.709671285 9.251171115 11.745490930 11.019160218 13.552666060 8.646374739 10.896822655 9.548464369 10.987821510 8.993013654 12.158534396 -0.002310161 8.180939503 11.372756963 12.598674214 8.836165261 9.383579887 11.282541623 8.786707761 10.192064061 11.617784575 10.864996272 5.056609538 9.675437181 7.929223488 5.270734493 5.813634991 -1.587272661 8.905609635 6.752605439 12.573965676 9.638564972 9.077202401 10.952883108 9.994897032 9.490905816 7.174306539 10.689251716 9.155906553 8.334595984 10.313244491 1.220082261 4.602581589 7.123561707 3.542035127 6.120113435 3.770311063 10.932145569 7.478844027 10.145346418 5.681134379 NA NA 10.954335701 10.134281530 11.290614297 11.196980915 9.869109522 8.518663383 9.099097915 6.014600780 12.193397317 11.405870340 10.212846043 12.231736564 -0.002310161 -0.587272661 NA 9.894049991 9.093114600 9.614266294 7.133854263 13.470492977 15.219657034 11.384298580 7.868801570 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9.757605689 10.877045505 9.824266017 16.104430413 11.452936882 11.646824005 12.664163473 10.679541589 0.997689839 10.307951567 10.052999980 10.817630532 9.251171115 7.984507895 10.029763307 13.344646731 10.854143036 11.699600084 2.734677108 5.194114638 6.319645028 11.554063909 12.487983467 7.295397941 -0.002310161 NA 11.254319385 12.475728720 11.551805912 7.298451207 11.074087796 11.0904747 13.2743266 10.8253249 11.1592694 9.9096089 6.2329332 11.9874668 6.3727571 8.9026030 5.8306077 10.2888882 6.7073757 8.5839320 13.1384248 9.1875421 11.5878367 10.3853759 1.7346988 14.2251329 6.4615695 5.8221463 8.8292042 10.1533791 10.1044985 3.8390223 9.3756511 9.7959194 7.9692610 11.4229334 7.2613775 11.5734143 10.9078606 -0.5872727 12.7764107 10.2499888 9.9081104 -0.5872727 11.3139991 9.8189600 2.5826764 10.1875421 5.0421102 9.3457079 8.5277987 9.5845572 9.7055885 5.6222071 9.0484733 5.0992573 11.3727570 10.5316961 11.8035957 12.5739657 10.4727754 11.1902159 10.3132445 10.7531615 7.6319235 5.2329332 9.4754759 9.2031035 1.5827005 5.6606834 5.1809395 10.7021976 10.8716127 9.6154912 4.7526041 8.5561381 8.2168860 9.8629353 TCGA-B4-5838 52 0 NA 166 kidney stage iv t3 n1 m0 male 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 4 4 3 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.159 0.159 -0.104 0.145 0.152 0.152 -0.247 0.172 -0.117 -0.117 0.175 0.706 -0.120 -0.120 0.177 0.177 -0.115 -0.115 -0.101 -0.101 0.000 0.000 10.4383449 6.5359347 9.6886088 5.7735850 -1.2122332 8.9664068 10.8907018 10.4636417 10.2249738 11.5093752 10.7158902 1.1096949 6.4097931 8.6111093 3.2471680 9.4985485 11.3413713 4.9775684 NA 6.8962670 4.1096698 NA 8.5707403 6.7302568 10.7674172 10.3413713 10.5796496 7.2835968 2.5950978 NA -0.2122332 9.9545327 6.9526492 9.4079617 0.3727293 3.9971930 9.7251157 10.1275920 7.5625286 10.2492214 8.2994947 5.0915221 10.5555126 6.5292088 10.2497330 10.1480404 4.8321356 5.5821585 10.3239892 6.8857745 13.9900571 10.3992279 10.2249738 13.2337914 12.5244610 7.0117438 9.3103235 10.0129494 7.1096698 9.5156624 4.3423343 13.0389285 8.1186587 10.4220993 4.8962670 1.3727293 11.2720614 9.4097938 12.5077724 7.7361090 13.8317091 8.8511372 8.4352002 9.9935353 10.1752208 9.7199567 16.5108696 11.6095060 11.6117062 14.4572637 11.1236905 0.3727293 8.9651615 10.5579929 9.9607945 8.9898659 8.1186587 9.6071228 13.3204631 10.1370231 11.7171853 3.3727014 5.1627820 3.6457247 11.6389053 12.4394664 6.8266603 -1.2122332 NA 12.5286822 12.4409229 11.1576746 6.9824985 11.3547474 10.9231306 13.1094587 10.3413713 10.5220282 10.1616946 6.2634758 10.6031252 6.4024510 9.1264784 6.0823620 10.1425424 4.9971975 7.9923130 12.9126670 8.9564142 11.9687389 9.6764852 2.1096614 13.4853611 7.6182254 7.2013702 7.8611341 10.9576670 9.4297936 2.5950978 9.0153579 10.2187171 8.3442480 11.3193671 5.8430241 11.0989226 10.9775665 0.7877668 12.5124690 10.5152370 10.0243542 -1.2122332 10.8365693 9.2087548 1.1096949 10.0556990 6.4387935 9.2244535 9.1331471 9.8101098 8.8294421 4.0731433 8.6158786 4.2795976 11.0047909 10.3537960 11.6995084 12.9921603 10.7173702 11.3336717 10.1231323 10.9384412 7.8698911 4.8101089 9.3024559 9.4820998 0.7877668 1.1096949 NA 10.1023252 10.0016967 8.9788011 1.5950739 7.6332321 8.1386814 9.4477379 TCGA-B4-5843 45 0 NA 11 kidney stage i t1 n0 m0 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.491246e-06 2.427609e-07 13.4615384615385 32.6923076923077 15.3846153846154 23.0769230769231 15.3846153846154 8.0477189 10.8801756 9.2591717 6.0853652 10.5126469 7.6934584 NA 6.7584018 10.0738441 NA NA 4.2426025 5.1453065 9.4298500 6.7133975 10.9036092 11.9243788 7.0544339 10.1468803 10.7955253 11.6730582 14.2953996 9.8983308 11.5582475 7.6259345 6.6905875 7.4971205 11.4320005 6.7246680 -0.2810357 8.3447526 9.9236148 9.8051799 9.7911762 1.7190520 -1.2810357 8.9001960 9.1886855 10.2741121 9.3976438 6.6556810 8.3879286 10.1588746 10.6221724 5.4469642 11.3321425 9.2697906 9.9156458 10.7814272 8.3484002 7.4739314 2.4194850 10.0600064 9.3772552 11.1255145 8.4971209 0.7190520 9.7817644 1.7877250 8.2484741 8.1743710 -1.2810357 10.2053759 9.2337577 8.8038521 9.6116244 2.8065097 5.8379836 8.9309319 3.3039999 11.6538403 9.3447526 9.9107198 4.9669703 11.6897428 11.9077870 10.9370014 8.6274365 10.1038274 15.7657414 9.4756001 9.1432100 9.6334288 4.2426025 9.8399295 8.3520390 10.6263099 8.0919087 13.1592640 2.1784597 8.0092469 9.4905332 10.7490211 8.6644875 2.0409625 9.2803316 8.7985285 12.7084382 8.0721905 13.8963386 9.9645965 10.7547226 7.8011929 10.9755472 NA 4.3337529 12.5167052 12.2703915 7.7302711 4.4739297 8.4037922 9.0765957 8.9776096 10.5863225 9.0809875 9.0182517 9.1515856 10.2367131 NA 10.0313595 8.5519335 9.0908204 10.4068568 9.2198856 8.2048729 11.6105730 9.4780996 13.6753291 -0.2810357 1.7190520 9.8630645 9.7919065 8.6423713 9.9817258 NA 3.9284935 0.7190520 13.7358085 9.6564175 10.0336269 12.4983527 9.1998338 8.5832299 9.1442595 3.5770300 6.5645336 11.2394168 11.2676248 10.1640585 11.7137613 10.5789666 8.8418716 9.5970946 10.3741271 4.3040072 1.7190520 3.4194850 7.8864617 3.8065097 -1.2810357 9.3346733 12.7986951 10.7165760 10.6920235 9.6349230 4.4983019 9.8989528 8.0743946 9.2347928 11.2335112 7.0633401 9.7288724 4.4469642 5.1619884 10.0015530 9.1135065 11.4424913 11.6495962 13.2391098 8.4264027 11.0423800 9.2128990 11.1583551 9.6549453 9.7545301 -0.2810357 8.2907962 11.5245860 10.2304406 7.8961144 8.1432097 11.6106376 8.4822562 9.6600913 11.5727431 10.6341761 5.6848272 10.2043699 7.7683749 4.2426025 6.2659375 NA 9.0398441 6.6963236 13.1281694 9.7176341 9.7330641 11.3826018 10.4401429 9.5495589 7.7579626 10.4732255 9.0171063 8.3282225 10.1820571 1.3039853 4.4194850 8.4072941 1.3039853 7.6349228 4.4469642 11.0577800 7.4055440 10.1499561 5.6998681 NA NA 10.4160112 10.1049061 11.1789875 11.5554886 9.8295269 9.1145779 8.7302711 7.0628071 11.7036401 11.7666788 10.4422780 11.6571530 0.3040437 0.3040437 NA 9.8308314 8.9297150 9.7763585 6.4739314 13.2236144 14.9018072 11.8989528 7.8887432 9.8656123 -1.2810357 -1.2810357 -1.2810357 -0.2810357 15.2995967 8.4125305 8.9998146 12.2919807 NA 8.3556682 8.8246902 11.9784927 6.8585953 9.8197060 8.9858303 9.6819397 8.4486644 9.1326717 11.2625589 11.0708111 9.4822560 10.4772669 8.1968018 10.5368268 8.1907190 10.9122610 4.7715053 7.4846449 9.9181025 0.72470000 0.62959000 -0.01007800 -0.01395300 0.74918000 -0.01367700 0.00000000 0.01544700 0.05437600 0.01936300 0.00173540 0.72470000 0.66161000 0.68980000 -0.77235000 -0.77235000 -0.77235000 0.00069327 -0.01188700 -0.01395300 -0.01464100 -0.00124730 0.00180300 0.00180300 0.00000000 -0.00484610 -0.01409000 -0.76655000 0.02791900 0.03214000 0.05437600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.705 0.000 0.000 0.000 0.000 0.662 0.662 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.705 0.000 0.000 0.000 0.000 0.662 0.662 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 10.0027108 6.0136655 10.1784753 6.7648039 NA 8.6438562 8.4281273 9.9306036 9.6527344 11.1847656 10.0125153 1.8889672 7.1027484 8.5629647 4.0765933 7.8091559 11.4714243 4.4469642 -0.2810357 7.4839149 3.6732398 -0.2810357 8.8496143 7.9382123 10.8131346 10.9036092 10.5642906 6.9669714 0.7190520 2.8889672 -1.2810357 9.5134596 7.8170757 9.3745744 2.5263944 3.9284935 10.2615919 11.0096386 7.1199236 10.3119678 9.5527244 6.0499596 10.7671900 6.0940840 9.6453396 10.0102144 6.4805947 6.9811380 10.9318440 6.7190438 13.5201963 10.3077583 10.7379393 12.7388081 12.6885202 7.3985240 8.3826020 9.9107198 7.6379073 9.3002443 3.5770300 13.1632174 8.8051799 9.4995834 4.9858283 2.9669657 10.7368961 9.0544339 13.4992759 9.1209897 13.6753291 9.7709324 7.8534699 8.5312208 9.9144159 9.1998338 15.5192232 11.7137613 11.9144159 13.2430344 10.8360373 0.3040437 9.8131214 11.7135739 11.0231098 9.1135065 8.2907962 10.1135063 13.1135734 9.4897075 11.7512599 4.6016846 6.1368968 6.8170757 11.7223859 12.7618145 7.0499607 -1.2810357 NA 9.9823128 12.8926427 11.9293924 7.2736324 11.0527581 10.9291061 13.1518465 10.9036092 10.7955253 9.8983308 5.5645336 9.8820643 7.1866491 9.6695996 4.3628977 10.3226700 5.4469642 6.5134592 12.6557635 9.0102145 11.7610450 10.3226700 3.4739297 13.5367768 6.7490488 6.2659375 8.9581409 10.6020688 9.9014380 3.8889672 8.7497109 9.7497107 7.7330641 11.9894850 6.4264023 10.5778018 10.8035199 3.2426025 12.1240521 9.8933452 9.7985285 -0.2810357 11.5100030 9.5668840 1.8889672 9.7783881 6.6674111 8.7358518 9.1702548 9.6349230 8.8398519 3.4739297 9.4452618 3.9669749 11.5245860 10.4320005 11.6291242 13.1281694 10.5130534 11.2013475 10.1820571 10.5661010 8.2008432 4.9284982 9.1957900 9.3392635 0.3040437 3.6732398 NA 10.9412348 10.8291779 9.2955281 3.4194850 8.3556682 8.1784751 9.8914711 TCGA-B4-5844 61 0 NA 7 kidney stage ii t2 n0 m0 female 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 7 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942087e-06 4.508417e-07 11.4285714285714 22.8571428571429 11.4285714285714 34.2857142857143 20 8.6829623 11.4241571 8.4585830 5.6589398 10.6392918 7.0357932 6.5294883 8.1211672 9.3985936 -0.4071722 -1.0852824 3.6803131 6.5984739 10.7179404 6.6696660 11.0706082 11.9188579 7.7727593 9.7182633 10.7802020 11.9840935 14.8249822 10.1612811 11.7506705 8.2240268 7.1046029 7.3477374 9.9678892 5.5235870 NA 8.6987585 8.8360238 9.9915936 9.9096971 1.7627740 1.1777903 8.5309591 9.3105262 10.0533058 10.3840128 5.6696646 4.7826759 10.2407579 10.1764028 6.4508302 8.9915936 1.4002100 10.4543246 11.7429144 8.4724329 7.5956648 2.9147750 10.1895055 9.7343184 10.8808507 7.9057330 NA 10.5513627 -1.4069809 8.7221330 7.9125217 0.9147941 9.8246710 9.7495649 8.3376839 9.4281740 -1.4069809 5.7727593 9.0253918 2.7627740 11.6002276 9.1768728 11.9358967 6.8264697 11.5917100 9.6649825 10.9363132 8.1416719 10.9610835 16.3187486 9.5542995 9.0614738 9.6622997 4.5928517 9.7176175 7.0191148 10.3296746 6.4508302 12.9916604 1.2731578 5.9625791 9.1974030 11.7320814 9.0368294 3.8407754 9.5154343 8.6935120 12.2580747 7.7272759 15.0402331 11.9557525 10.3226575 8.4997403 11.2692477 NA 3.1164147 12.2838300 11.8204658 7.6882468 0.5928278 9.0243474 10.0038312 7.0274781 11.3803444 9.6895651 9.3343169 8.8549447 9.2412074 NA 10.5034925 8.9204026 9.6508416 9.7176175 9.3036563 7.5900293 11.4395214 9.6303967 12.8604413 -1.4069809 0.9147941 9.3709269 9.5146908 7.9326996 10.1631799 NA 6.1320092 NA 13.4309704 1.4002100 10.9760141 11.7338393 9.6019787 8.5235870 9.0826978 2.9851725 6.7375083 10.9470993 11.0979170 9.4731986 11.7652946 10.8004743 8.5382937 9.5404869 10.5765561 3.8407754 0.9147941 5.5586350 7.9011891 -1.4069809 -0.4071722 9.0563743 12.9248165 8.9326999 10.3774847 9.8943461 2.2932822 10.0961787 7.3905112 10.1849518 11.6511799 7.8023031 9.5708452 5.9851680 5.6548422 10.1759326 9.2652751 11.7952798 10.7808205 13.7915635 8.5900293 10.9706027 9.3807524 10.5665472 9.6317689 12.5704876 NA 8.7013744 11.1237438 11.9732703 8.2645327 10.1512705 11.5688769 8.7715146 10.4739638 10.9733109 10.9437891 4.7013716 10.0887049 8.1178420 4.4508285 6.7677753 -1.4069809 9.2984824 7.3905112 12.6254983 9.0796848 8.5615167 11.4420595 9.8484686 9.7387820 7.1164115 10.5880411 9.0450910 7.6669916 10.5061133 2.4002100 3.5470426 5.8023044 1.5928278 5.0847021 4.8596367 10.8213680 6.8736201 10.0609647 5.3810134 NA NA 10.8889057 10.3002090 11.4375556 11.0407079 9.8989115 7.6776583 9.0675699 6.3285744 12.2089392 11.5638544 10.3406232 12.0369589 NA NA -1.4069809 9.8891926 8.7285593 9.8252708 4.8216694 13.7867602 15.1532126 11.8089894 7.9351026 9.9096971 -1.4069809 -0.4071722 NA -1.4069809 14.4364765 8.3791197 9.3036563 12.6339101 NA 8.5672644 8.6730946 11.2566303 5.8312540 10.3207703 9.1339465 9.7501968 8.3527382 8.9873126 11.4112323 11.4492754 9.8966306 10.5243261 7.9459968 9.3519059 9.1426345 10.9340907 5.2652756 7.6980253 9.2047968 0.00055459 -0.00290910 0.00499690 0.00180300 -0.00207840 0.00000000 -0.00235530 -0.00802440 -0.01821600 0.00055459 0.00055459 0.00055459 -0.00290910 -0.00290910 -0.58853000 -0.58853000 -0.58853000 0.00485790 0.00277450 0.00180300 0.00194180 0.00000000 0.00041593 0.00041593 -0.00235530 0.00083195 -0.00207840 0.00110930 0.00027728 -0.00180140 -0.01821600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5808244 6.8023031 10.9164676 6.5028032 -1.4069809 8.5455912 5.0191148 9.9737763 8.9315861 11.2461114 10.1368484 1.4002100 6.4445992 9.0553521 4.8596367 8.9657150 10.7836005 5.9851680 -1.4069809 5.8689731 2.9851725 -0.4071722 8.9470992 2.7627740 10.4560643 11.0706082 10.6327970 7.9808673 0.5928278 NA -0.4071722 9.7381451 7.8431485 9.0064778 -0.4071722 5.0022389 10.8897661 10.4221762 7.5928502 10.0337191 8.8712994 3.0522768 10.9388095 4.7627740 9.8210673 8.6331395 6.0107015 7.3410428 10.2492748 7.7169710 13.5235410 10.1080569 10.4249487 13.6100062 12.3977875 7.7013744 8.8431482 10.1853068 5.4130287 9.5872033 5.2367069 13.4019146 10.1603307 9.9808672 3.9851634 3.5928517 9.8252708 9.5843718 12.6759967 9.0450910 12.8604413 9.2749665 7.9237666 7.2863369 10.4508309 9.6019787 16.0234821 11.7652946 11.3840128 12.7950502 10.8071690 0.5928278 10.4018140 9.8765171 9.9204026 9.2652751 7.8144370 10.0112296 13.4452331 9.8461065 11.7049619 2.4997311 5.1778142 5.6262727 11.1820328 12.5406694 6.6908822 NA NA 10.3815681 12.5888819 11.6764871 7.2474861 11.2628421 11.445379 13.513342 11.070608 10.780202 10.161281 5.222206 10.145039 5.950401 9.013863 5.701374 10.645078 6.450830 7.549952 13.437494 9.089704 11.664145 10.824971 3.052277 16.135126 4.849674 5.547046 9.207670 10.026957 11.098165 1.914794 9.417809 11.039158 8.414624 11.241881 3.762774 10.366813 10.882292 1.177790 12.251842 10.051257 10.119349 1.400210 11.707731 9.846107 2.400210 9.791909 5.732402 9.527278 8.200180 9.894346 9.270807 2.400210 9.558634 5.068585 11.123744 10.531327 11.342929 12.625498 10.377076 11.106824 10.506113 10.931586 7.734957 4.116415 9.594962 9.447718 1.592828 5.782673 4.859637 10.245247 11.321021 9.818057 4.374212 8.567264 7.974393 10.007007 TCGA-B8-4143 66 1 709 NA kidney stage iv t3a n0 m1 female 2002 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.236554 9.963635 7.905099 13.469442 7.028139 7.963635 6.218039 10.059341 5.381536 7.279239 12.717519 8.708609 11.562631 10.419150 2.689657 13.245576 8.507696 8.326842 7.825333 9.647432 9.517674 4.847200 8.193791 9.312275 7.302103 11.471272 5.448653 12.142930 10.715438 3.448650 11.859585 11.103613 10.321816 1.574198 10.473540 9.729844 4.415488 10.633076 3.512783 8.598399 5.589134 9.733213 9.814457 8.806204 7.710319 3.796577 10.855726 11.175025 10.781197 12.204298 10.022643 10.588203 10.261850 11.698735 7.159145 6.949222 9.818943 10.979679 2.159145 -1.010716 5.757405 11.995897 11.912126 8.498995 3.796577 8.364259 7.297559 10.251315 TCGA-B8-4146 41 0 NA 511 kidney stage i t1b nx m0 female 2009 NA no NA kidney clear cell renal carcinoma 20 NA white not hispanic or latino NA NA 2 3 3 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.8592639 10.174809 10.569864 5.038585 10.267152 8.351113 4.553158 11.360043 8.195963 8.384665 11.095696 4.093729 4.231225 11.914702 7.303179 14.024352 10.317244 11.675867 13.578196 13.680659 7.818921 8.580761 9.276616 7.882933 7.746211 5.714311 13.703919 9.300251 10.772501 1.356764 1.356764 11.554181 10.608636 14.374728 9.896564 14.515764 9.681690 7.397506 6.642161 9.751937 9.863232 14.710435 11.958806 11.833337 14.318812 10.368453 NA 8.663581 11.989906 9.873773 10.047339 9.461795 8.347336 14.239657 12.307680 12.831648 3.629776 4.231225 4.019729 11.762256 13.257501 7.337851 NA NA 11.623156 12.769418 12.262231 8.263650 11.997456 9.1105334 13.9207104 9.9915706 12.3634350 7.9690135 8.1598143 12.3378510 8.0525675 10.0285954 4.5266823 10.3883458 5.3717087 5.9417214 12.5240344 9.5325168 12.4881878 11.8445995 4.0197286 13.1398942 6.4502908 6.9467227 10.0552211 10.2022496 10.5296037 5.5662124 6.4011543 11.0973835 8.5350094 12.8995496 5.0006175 12.1903085 10.0285954 NA 13.3571704 7.4997176 10.3128936 0.3567073 12.2927839 10.1348366 5.4860418 9.3416527 5.7830244 9.2271242 7.9517061 10.6145402 7.0714634 4.3263863 8.3605118 2.0937292 12.2293061 9.1907037 12.7369500 13.0367527 10.3586368 12.9007579 10.4380210 8.7332465 7.1598138 5.0937250 6.9616210 8.0291851 -1.2283679 8.1049525 0.3567073 10.8419179 9.6260030 11.0511174 1.0936954 8.3492259 7.7317989 8.9164551 TCGA-B8-4148 63 0 NA 1520 kidney stage i t1a n0 m0 female 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 5 3 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 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10.3143188 9.8307394 9.5067539 8.2196961 11.5421912 9.3143188 12.3087414 2.6561073 0.5686159 9.3243667 9.4429420 8.9928106 10.4470787 2.8905634 4.9949100 4.8165741 13.1064695 3.0280740 10.7847840 12.7902316 10.2577689 8.6048182 9.1375507 4.1833515 6.8905732 11.1179478 11.0870518 10.0193403 11.7269323 10.8494153 9.0544738 7.3401341 10.5878877 5.4390080 1.7385517 4.3500021 7.9864968 1.1536108 0.5686159 10.2772973 12.3294684 8.9716565 10.8418573 9.7541394 3.0922074 11.2512002 7.7056358 9.0236839 11.7180741 7.8213097 8.9716565 6.2897441 5.9429883 9.9859696 9.0614992 11.8596712 10.9387870 13.1558360 8.6404821 10.8398157 8.7272541 10.3646840 9.8956357 10.2007309 -1.4312869 8.0564844 11.3888235 10.3918207 9.3278418 10.3557308 11.4796619 8.8224921 10.4971629 10.8171651 11.2016397 4.5228404 9.8040603 7.9521978 5.4266271 5.8815276 0.8905634 8.7297764 7.4266254 12.4064695 10.3606213 8.7853903 10.3235320 10.6947036 9.3816238 8.6252822 10.7417032 9.1394490 7.9695241 10.5137225 0.5686159 2.8165792 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9.710752 10.318095 14.081693 12.466112 8.494940 9.334345 9.666018 6.687586 9.831914 7.223281 12.911066 7.840108 9.032169 5.375999 2.890563 9.757233 9.384028 13.501274 10.564412 12.308741 9.662062 8.875845 8.776879 11.228417 10.257769 15.788163 11.726932 11.993860 12.485457 11.176437 2.738573 11.666677 9.719661 10.830739 9.061499 8.448228 10.127065 12.663794 11.885774 11.546996 2.269093 6.858664 5.545925 10.938242 12.977903 6.545925 1.153611 NA 11.599312 12.479381 11.693063 7.604818 10.943141 11.3965826 13.1027649 11.2375295 11.8861984 10.2969902 8.1704153 12.0681167 7.0644992 8.6666767 6.4078490 10.1870300 7.0157273 6.7485538 12.8172155 8.9886046 11.7646318 11.2179006 2.3760125 12.8724252 7.7214109 7.3033543 8.4224063 9.8905725 10.0966101 6.0604971 9.4180495 10.0464028 9.4092335 10.4751593 6.2965657 12.6474624 10.2039092 -1.4312869 11.1731977 10.3683309 10.5437759 0.5686159 10.9217913 10.3138986 5.2410698 10.6755345 4.4993803 9.0912259 6.5516375 9.7541394 9.9421786 6.5965506 8.7310359 4.4993803 11.3888235 10.6074777 11.0255122 12.4064695 10.1980011 10.8106276 10.5137225 10.5523507 7.2268563 6.6927661 9.8505746 9.5622905 1.3760125 0.1535460 5.1685578 11.4560555 11.9546012 9.9234449 5.5228404 9.0714763 7.5430589 10.2459237 TCGA-B8-4151 51 0 NA 1299 kidney stage iii t3a n0 m0 female 2009 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 1 4 2 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.714381 14.052430 9.618028 0.891808 11.131409 8.379650 10.422216 8.519344 8.160937 10.308608 12.493697 9.372600 11.469711 2.476771 4.869092 2.979275 11.907574 12.324874 6.984568 NA NA 10.732195 12.745607 10.275412 8.179522 10.699165 10.9842369 12.2909545 9.9362042 10.5014506 9.8218083 4.4464018 10.7790308 4.9362045 9.1562528 4.6731720 8.6400030 6.4767721 6.4917232 12.5264987 9.1944491 11.1127930 9.9314146 0.4767446 14.3085087 4.4259963 4.6197299 9.8181877 10.3604342 9.1527298 3.1397314 8.7820743 9.9918153 8.8503628 11.4075100 4.3180782 10.3342353 9.4444793 0.4767446 11.8423660 10.8619160 10.4420760 0.4767446 10.5611381 9.2852006 0.4767446 9.9382521 4.1397396 9.0377421 8.2069596 8.0236673 8.8009083 1.8918080 9.4521430 1.6991518 11.0271988 10.5459986 10.8886366 13.0401278 11.2523829 11.9886899 9.2272005 10.8622756 7.3096628 4.7246994 9.4823972 9.2080917 NA 2.5922537 0.4767446 10.2894848 12.1483328 8.8195880 2.0617416 7.3138753 8.2114824 9.9120956 TCGA-B8-4153 74 0 NA 762 kidney stage iii t3a nx m0 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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9.1499655 8.0820612 9.2784585 0.7069946 6.6534413 8.6078888 1.7070388 10.3735419 10.8652108 8.9132224 4.0289492 11.2771686 13.4564026 10.5825154 8.7997793 11.2885364 16.4813715 9.6804801 8.5293271 9.8861017 4.5814898 9.2616107 7.6018399 10.8054928 4.7367672 11.6696771 1.7118032 8.1747904 8.5165223 11.7376891 8.9148497 3.8769491 10.0733441 7.2148164 11.6893026 6.5977934 14.8598907 10.7018468 10.6662995 7.9001368 11.5354229 NA 2.4439779 13.5615008 11.7969138 8.9581098 2.1220432 8.5937347 9.9730276 7.8935491 10.6597632 7.9517824 8.4281210 8.1388677 8.9738084 NA 9.4303986 8.4596812 9.3841543 9.9478133 8.4552150 7.8397360 11.3132668 9.7722138 12.5531653 NA 0.7069946 9.4258403 9.5154499 9.0806121 9.5089998 0.7069946 5.0762555 1.4439779 14.0877085 7.0168774 11.1004124 13.9666181 7.1276838 10.1007699 10.5159862 2.8225058 7.0289503 11.0871222 10.0446438 10.5701758 11.8883026 10.1381713 7.9454269 7.3794477 10.9494022 4.7944835 -0.8780563 4.5814898 9.2919845 1.9294123 0.1220763 9.1568585 12.6630351 9.6248912 10.3646382 8.6179144 3.0289581 10.1820798 8.5165223 10.8679229 12.6877566 6.9229590 9.6318344 6.4074615 5.0901505 10.5287959 8.1079012 11.1007699 11.3140440 13.0709742 9.4904350 11.8736035 8.8668935 10.1192389 9.6199113 9.7650137 NA 8.0849556 10.2982326 10.9609167 8.9492116 9.7098370 11.0509479 9.0835091 10.2494091 11.1918449 11.4343752 4.9034191 9.8474257 8.8462833 4.7070222 7.9985763 0.7069946 8.7677180 5.7070222 12.7796012 10.2584099 9.2756115 11.1592632 11.0564875 9.7431957 7.2869661 11.1494057 9.2590507 7.3315127 9.5314505 -0.8780563 5.2305835 7.5937347 1.4439779 5.1881477 3.8224956 9.7376891 6.6843026 9.8464795 6.0993394 NA NA 10.6708814 10.5743007 11.5258704 10.6895403 11.1036267 7.5608510 7.4439878 5.9710584 11.8599406 11.1440805 10.3137356 11.7616263 1.9294123 -0.8780563 -0.8780563 9.6843019 9.3375925 9.3806256 5.9675491 12.8936521 14.8780163 11.1827554 8.7400043 9.8685738 NA NA NA NA 13.5601366 6.7070222 8.9815944 11.0050846 NA 8.1719078 8.7555816 10.8931362 7.2564861 10.7847278 9.8877600 9.1318881 9.4016701 9.1064779 11.3773832 10.3100300 9.4518559 10.4355094 8.2121719 9.1444273 7.7731108 10.7177832 3.9366097 7.7781264 10.7353886 0.00277450 -0.00138580 0.00680440 0.03354900 0.00305220 0.01014600 -0.01417500 0.00000000 -0.02260900 0.00277450 0.00277450 0.00277450 -0.00138580 -0.00138580 -0.74256000 -0.73679000 0.00680440 0.00680440 -0.00277070 0.03115500 0.00069327 -0.00843850 -0.00033802 -0.00033802 -0.00899060 -0.01174900 -0.00332430 -0.00097017 -0.00304750 0.00055459 -0.01532900 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.5319807 7.0820617 10.1192389 7.3983700 2.1220432 9.5566877 9.5143770 9.5950042 10.3394113 11.7443104 9.7358489 0.1220763 6.5057639 10.2869664 5.5520112 8.9581098 10.4718935 6.4074615 NA 7.0820617 3.7659166 0.1220763 8.5566877 5.7944860 10.7493927 10.2926105 11.2964297 7.3981836 -0.8780563 NA 0.1220763 10.3970200 7.8869311 8.6018399 0.7069946 5.8224982 9.6583066 10.0468720 8.2641667 9.7820553 8.5712081 4.7367672 9.8111839 3.5143748 9.5100768 9.5462258 6.8902436 8.7293900 9.7650137 6.9612633 12.6517341 11.1471990 9.6766484 13.5133702 12.4908387 6.9358404 8.1854548 9.1206500 5.7802707 9.4507343 6.1220597 13.4059436 10.3186617 9.3266306 5.0047036 0.1220763 9.9205312 9.2148167 13.0794336 9.5197341 12.5531653 9.1262799 6.2410012 8.5670742 10.6665410 7.1276838 15.4232520 11.8883026 10.3309034 13.4468729 10.0601687 0.7069946 11.5519892 8.9985763 9.7632081 8.1079012 7.7909447 10.1499654 12.5485863 9.6357870 11.3094116 3.1220597 6.1988752 6.1107432 10.6343061 12.2088592 8.0047025 NA -0.8780563 9.9269972 12.4142373 11.0525344 7.6612180 10.3841543 11.5595515 12.5857116 10.2926105 10.5472753 10.2506982 6.3508773 9.8769469 4.4439845 9.4807106 6.2200919 9.8041762 7.5229393 7.7441113 12.3829584 8.8259630 11.1915092 10.1644029 3.5143748 14.2051648 5.0776532 5.0289492 9.7968785 10.1007699 10.7205773 8.0409226 8.2969850 11.2032100 8.3841543 12.1608070 4.7659166 10.1671365 10.6857324 0.1220763 12.0056574 10.7559629 10.2167970 1.1220763 10.9342368 9.2743444 0.1220763 9.6900156 10.0586975 7.7032599 7.9001368 8.6179144 9.3126373 -0.8780563 9.4872884 3.9800436 10.2982326 10.4763089 11.3800365 12.7796012 10.8315741 11.1252260 9.5314505 11.2593709 7.7367692 4.9800390 10.2526301 9.5988057 -0.8780563 4.5143748 0.7069946 9.7201120 12.4935054 8.7182493 5.8363054 8.1719078 8.2616107 10.0297013 TCGA-B8-4154 73 0 NA 1380 kidney stage i t1a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 2 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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7.5720423 1.6591482 8.8290780 9.8322054 7.3768295 10.4202886 9.7466158 8.2041172 8.8025361 9.7813338 NA 9.7184974 8.2384688 8.2194856 11.4896681 9.4785336 7.9306161 11.8041887 9.2544105 11.8133381 0.2441564 1.8290783 10.4813254 10.7699624 9.5735381 8.9709011 NA 5.9537727 -1.3408061 14.6642730 10.3395124 9.6640757 14.2874845 8.6633734 9.6535063 9.6591529 4.0854162 6.1905339 10.3857968 10.0859418 9.1589989 11.6118778 9.3191489 7.4920430 10.1139662 10.5182994 2.3596055 1.8290783 0.6591939 8.7884358 NA -0.3408061 9.0460932 12.7823852 9.4592439 10.1515069 8.6520913 0.6591939 9.6724756 8.4745362 9.4556550 15.4109454 7.0122994 8.6703801 6.4983562 4.5171308 11.1790349 8.5554853 10.9540608 10.7452892 12.5327893 9.9900698 12.2137418 8.9011360 10.6630222 10.2194857 10.1738670 -1.3408061 7.5869306 11.3030091 11.8517309 10.1208268 8.2516098 11.9810810 7.9833334 10.2971363 10.5179111 10.6731734 5.4793308 10.3840930 7.0184628 4.2738665 6.2738627 -1.3408061 7.9514747 5.8879712 13.4980121 9.9094514 10.1369112 11.1285404 10.8891733 9.3665122 8.2328003 10.4417745 9.6549201 7.3630563 9.3111016 0.9810489 6.3595932 7.4535686 2.6591482 7.9788248 4.3870730 10.5225649 7.1550084 10.2017012 5.4037176 NA NA 9.5592650 10.4821220 10.6238548 10.3823872 10.2980413 9.3359914 7.7473048 6.2018749 11.4180007 11.4614673 10.3703897 10.8120715 0.2441564 NA NA 9.0937812 9.8673873 9.0664208 8.8783213 14.5747989 14.3645423 11.5819231 7.8657524 9.7800387 -0.3408061 0.9810489 -1.3408061 1.9810854 14.6202182 6.9352770 9.6696811 10.5768979 NA 8.2553426 9.3387121 11.0262946 5.7884351 8.8722572 10.3964002 9.5854490 8.3955547 10.0106443 11.1049437 11.4056673 8.8649463 10.4644938 8.1449824 9.6713654 8.0276594 9.8686062 5.4690817 8.0852292 11.1701643 0.00222370 0.00903570 0.00583530 -0.00318150 0.03172200 0.00125250 -0.00345830 0.00319540 -0.02835000 0.00222370 0.00222370 0.00222370 0.00903570 0.00903570 -0.64715000 -0.64715000 0.00583530 0.00583530 -0.00484180 -0.00318150 -0.00041144 -0.01312200 -0.00594780 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12.9331670 10.7624408 9.7332943 12.9892295 13.9850205 6.6016668 8.7198488 9.2127821 8.5509364 8.7346321 5.5417967 13.2859457 9.0948233 8.2793729 4.7466137 4.7676760 10.4596484 7.6335678 12.5348063 9.8102519 11.8133381 9.6513833 7.8265714 7.5509368 11.6483700 8.6633734 16.0108859 11.6118778 10.3600261 14.3840398 9.4503157 0.2441564 10.5417960 9.8183936 9.4454226 8.5554853 8.2683315 9.9737361 12.3346690 10.8502122 11.7366329 1.2440955 6.0854183 6.8879712 12.3428055 12.5431326 10.0227402 -1.3408061 NA 11.3153543 12.9361497 10.2839667 8.5735381 10.4681171 10.9032194 11.9224221 9.6640757 10.7353005 9.7373038 5.6703815 10.6963567 5.3870730 9.3561205 5.8588265 8.6206025 7.7008121 6.8975575 12.8061145 9.5287467 10.7980646 9.5077758 3.3030062 13.5306732 6.1060698 6.7466164 9.9344451 10.4864957 9.7961441 4.9810809 8.1689278 10.5066018 8.4665562 11.9110791 5.4140408 11.5895207 10.1987964 NA 12.9526964 10.6908542 10.6064246 0.2441564 10.2844052 8.9990030 1.9810854 10.0722519 4.8489784 8.7117210 8.5750324 8.6520913 8.3969750 1.8290783 10.0325619 3.4140408 11.3030091 10.4018834 11.1883394 13.4980121 11.5083625 12.1689279 9.3111016 10.7100219 8.1348863 5.1510064 9.3474032 8.9224221 2.8290783 8.6618134 NA 10.6524452 12.2014061 8.5202399 4.9070781 8.2553426 8.2346920 9.5085580 TCGA-B8-4619 58 0 NA 523 kidney stage i t1a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 1 NA NA NA 1 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 10.300067 6.246746 9.306335 7.287998 4.041628 9.202623 7.529918 8.995841 10.780850 10.610677 10.749757 1.871725 6.031578 9.194761 1.871725 9.531703 11.035042 5.395268 0.871686 6.418602 2.871706 NA 9.318790 4.959167 10.403546 10.525000 10.461971 6.544131 -1.128156 0.456701 0.456701 9.066464 8.198136 9.764249 NA 3.515561 9.327034 9.640718 8.289559 10.525895 9.400161 9.906506 11.119931 3.871706 10.080551 8.609799 6.363560 5.626594 9.653066 6.653066 14.010418 11.434664 10.063383 13.656853 13.503225 8.430127 9.727354 10.331650 4.754348 10.211000 8.310498 11.897711 8.672606 6.659609 4.754348 1.456648 9.906506 9.378510 12.616330 8.873115 13.954355 9.272586 10.527685 9.784596 8.817151 11.314650 12.610749 12.314394 9.812020 13.167260 10.455730 -1.128156 9.328061 9.889907 9.544132 10.778221 8.251085 8.868886 13.983983 8.696665 12.000506 4.871706 6.363560 7.467897 11.351739 12.461826 4.704595 -0.128314 NA 9.746688 11.543911 11.216979 6.544131 11.519165 10.897884 13.616593 10.525000 10.697858 11.647111 4.599627 8.036614 4.729689 8.242394 5.193634 10.233650 4.572144 6.138493 12.610742 9.342365 11.842172 10.308418 2.456675 14.877770 5.107433 7.143170 8.026626 11.048191 8.416671 1.456648 11.107721 9.862520 10.148994 10.350982 4.515561 9.378510 9.396248 0.871686 10.447718 10.753203 9.435856 NA 12.070765 10.366062 -0.128314 8.469759 5.395268 9.989999 9.926989 10.074443 9.414468 4.041628 10.392325 9.210443 10.878033 10.920534 10.830259 12.231731 10.758927 12.312705 11.445590 9.259724 6.653066 8.041632 9.722675 10.293246 3.119638 9.178907 NA 11.443696 8.993991 10.000990 1.679063 9.229259 8.552945 10.096311 TCGA-B8-4620 70 0 NA 777 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 3 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 37.5 25 8.7283995 10.5519555 5.4319071 7.5877565 10.1558574 8.2231643 4.3303720 8.3649107 9.2502250 NA 2.1756843 4.5267637 5.9153321 9.5168955 7.6280489 10.7569826 11.7967849 7.7925300 7.2452523 11.5806669 11.4332190 13.3779082 10.2073969 11.3390305 7.4699202 8.6597912 8.0582889 13.4958021 7.8926108 -1.2546336 8.5893272 9.9315203 9.6672469 9.5893270 4.7226846 0.3303289 8.7025079 9.2452518 11.0368645 9.7390520 5.9548593 2.6523029 10.3788553 10.9603321 6.8114954 11.5164827 5.7340918 11.1193586 12.4265345 8.1632587 7.5002938 3.0673289 11.4910803 9.4169470 10.0526068 7.7788288 -1.2546336 10.4048177 1.6638000 9.0161918 7.0807962 0.3303289 10.1847174 9.1387963 8.6966908 10.0435888 -0.2546336 5.7454068 8.7369278 1.3303863 11.3729399 9.5583855 12.9829894 6.0308084 12.7886238 14.7682722 10.9709147 9.3837877 11.2985552 15.7675462 9.3369283 8.0354249 10.6417384 5.0852547 9.7517320 7.4458459 11.4579330 8.7369278 13.2360688 3.3128249 9.3398892 6.5463065 10.1658926 8.8447538 NA 9.5559775 9.9407781 12.9164263 7.3674576 14.4359657 9.4432424 11.6329370 8.3692876 10.4340934 -1.2546336 10.0261768 11.6475926 10.6092051 7.2372587 2.0673289 9.6455179 7.2412605 8.9609391 11.5745341 9.7183858 8.5430674 9.4801156 9.5623895 6.1291099 9.4248860 7.8976906 9.2999949 10.6014424 7.9742247 7.4935985 12.0138631 9.2261961 12.9903644 1.3303863 2.4458326 10.2556756 8.5926671 8.1505475 9.5853969 NA 3.6033830 0.3303289 13.9757267 4.6033890 10.7719294 5.5655850 9.0514675 8.8434381 9.7698530 2.6523029 6.0215308 12.2035562 11.1422783 9.3218902 12.1462827 10.4200396 8.7938930 8.2806812 11.3244862 6.2048372 5.1204473 1.5527705 8.4851865 1.5527705 0.3303289 9.6111392 12.9175990 9.1966171 8.6820441 9.0718353 4.6761433 10.3915146 8.3784011 9.3611551 12.4689602 7.0673343 9.4493096 5.9933324 7.9103129 10.0746416 9.7183858 11.6217310 11.6707749 11.9085839 9.1073497 11.6979652 8.9548593 10.1658926 9.5885419 4.0673376 2.5527705 8.2432578 11.6453293 9.8642886 7.0760983 9.6665031 11.3474088 6.9302808 9.9820181 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7.5719543 1.3303863 NA 0.3303289 9.5719545 7.0673343 9.1344995 NA 5.6033860 11.5981305 10.3906141 7.3038264 11.2877124 8.7566334 6.8114954 10.4682135 4.3601184 10.4288393 9.9222025 6.6095925 6.5267653 10.4340934 8.1695723 13.1455516 10.1981620 10.4493095 13.3236017 13.6422903 7.6632855 8.8746891 9.5535657 8.2412610 9.2894043 4.4178323 13.8976512 9.6203874 9.0752024 6.9597250 3.3892639 11.0729586 9.4213630 14.5450164 9.4784212 12.9903644 9.3946620 7.2845650 9.9688044 12.5816536 9.0514675 15.7829636 12.1462827 11.9542499 14.0860211 10.7670800 1.7454095 11.2494801 8.0098488 10.2417605 9.7183858 8.6157705 9.8558893 12.9657087 10.8394836 11.5891308 2.8328698 5.8114942 5.0491864 10.5373828 12.8119997 6.0521963 0.3303289 NA 12.1926184 12.7324923 11.3157313 7.7815794 10.5222502 11.5613896 12.8495952 10.7569826 11.5806669 10.2073969 7.0582894 12.0992420 7.8434381 8.7411730 6.3747630 10.2704373 6.8114954 7.1590337 12.8160175 8.9536404 12.0098486 10.4746018 0.3303289 12.5783948 7.2085621 6.1632592 7.7637734 9.5679768 9.6597912 5.9352311 8.8669395 10.5511498 8.5955928 11.0938575 6.0582884 12.0866468 10.8717878 8.7966149 10.4488770 10.3942129 10.2645507 1.0673634 11.3237786 9.9820181 2.0673289 10.8023823 10.4071840 9.4673596 7.0168684 9.0718353 8.9888179 3.6996072 8.1484181 3.7454095 11.6453293 10.5271754 10.9712159 12.8655628 10.1595626 11.3121736 9.2903705 10.6665030 8.1073500 6.4036171 9.6842503 9.5679768 1.3303863 NA -0.2546336 10.7569826 11.0666012 9.5695691 4.8539308 8.1800340 8.3729399 10.2114824 TCGA-B8-4621 63 0 NA 788 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma 40 NA black or african american not hispanic or latino NA NA 1 5 3 3 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.71998426 6.75763136 5.21148730 10.75434865 11.97814882 9.00601885 10.99748288 10.07166856 11.52380872 14.29285876 10.71548956 11.15327569 8.94301731 5.22419852 7.89910371 12.95253729 4.49983313 6.01336176 5.00601969 9.40532955 10.47910331 10.01244506 4.17267152 1.56125281 9.40950910 8.98376604 11.04101431 8.83425265 5.68592894 6.62012743 9.96684831 10.74968552 7.10211534 11.76621263 7.26782603 10.19584339 9.38495509 8.25394626 7.20188082 4.81757210 11.52509342 9.77122880 10.43194121 7.63923651 3.81757210 11.53431747 2.41278153 9.34228028 7.69508976 3.60075739 11.09996184 9.25472087 8.77177006 9.76581053 3.91487063 8.18897055 10.30718840 4.58113428 11.51462214 9.84817676 10.75462248 6.60076185 11.82188047 11.37465894 11.10168500 9.14201590 7.44659122 15.83115613 9.42059630 8.67902153 11.02883958 4.73116151 9.14117833 7.29519128 10.93119483 3.47877771 13.82570920 2.84416467 7.63854814 8.79857678 7.38848835 8.32794689 2.19865130 9.06638389 9.84097363 14.22580475 7.89314618 15.32543915 5.62012890 10.33828835 8.70078544 12.14096899 NA 7.33675290 13.05664493 10.93482423 7.55621557 4.74885835 7.98002359 10.83942529 9.74996024 10.60593170 8.55495869 6.80069933 9.29594361 9.61350016 -1.60867219 10.45537808 8.18897055 10.18937575 9.96684831 8.75434873 8.70985167 12.37886795 9.18409925 14.24783181 1.56125281 4.67671310 10.69137556 10.24192168 8.79751401 10.84792012 -0.60867219 2.29818907 5.49983313 13.39201329 9.93530740 9.28461060 11.69494708 10.10769977 9.77122880 10.56404905 6.46277218 7.69051697 7.36572403 11.77001028 11.57416889 11.15702400 10.16114688 9.15700959 10.15369110 10.83399336 2.71323390 2.63923216 2.71323390 8.46945989 6.15949397 -0.60867219 9.62492866 12.87342369 10.66306384 10.39236530 9.50570201 1.19868273 9.48009726 7.12940152 9.51631561 12.68132785 6.18572584 8.83942522 4.88316135 6.81337333 10.65311010 9.45268026 12.30933367 11.58221397 9.41575613 8.63498271 12.11368966 9.20509018 10.11240823 9.33748432 7.89314618 -1.60867219 7.97627140 10.66335556 0.01421244 9.31470332 9.79963877 11.29179847 8.08479617 10.36392984 11.99690429 10.42335473 1.85075943 10.53628588 9.27600619 3.78362428 6.85074068 -0.60867219 8.37857318 7.14285349 11.90071291 10.87033135 10.12559518 10.61259403 9.84303523 9.56311121 2.09173368 10.65513865 8.90897829 8.99400800 10.44625240 4.74885835 5.09175060 3.52059825 0.71325590 7.60562841 2.63923216 11.23993196 1.19868273 8.89215086 5.05280278 NA -0.02370969 11.25433374 10.16650771 10.98166217 10.62971379 10.54486101 9.81966914 9.26849334 6.66445155 7.68592964 10.78657537 9.94157483 10.46277136 8.09001394 1.19868273 -1.60867219 9.80546562 8.99493549 9.10039296 7.23051238 13.53994448 10.66393883 10.70872163 5.79227493 9.63804957 -0.60867219 -0.02370969 0.71325590 1.85075943 13.62982572 9.00509846 8.83942522 10.85202085 -1.60867219 8.60684193 9.55870827 11.84161816 5.97627197 10.27012628 10.16568424 9.10211534 8.27395221 9.12601858 11.69708580 10.76526165 10.36894673 10.50797784 7.41921526 8.97217998 5.22419852 8.68247954 4.13466452 6.28029567 10.38530883 -0.00326950 0.02919200 0.60323000 -0.00442390 0.54497000 0.01419800 -0.01422100 0.50464000 0.04701900 -0.04698200 0.00014594 -0.00326950 0.02919200 0.01742100 -0.00895790 -0.00895790 0.00514320 0.00514320 0.00305950 -0.00442390 -0.00243560 -0.00843130 -0.02053600 -0.02053600 -0.01422100 0.00500420 0.01210500 -0.00873020 0.52574000 -0.06932500 0.06895900 0.000 0.000 0.000 0.000 0.538 0.538 0.000 0.000 0.000 0.526 0.526 0.505 0.505 -0.550 -0.550 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.538 0.000 0.000 0.000 0.526 0.526 0.505 0.505 -0.550 -0.550 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 9.87713840 6.43022839 8.58236820 6.95164141 4.38656956 9.12092963 11.86133230 7.64096791 10.35131096 11.18027401 10.93409907 5.52059197 5.56123448 9.20027310 2.63923216 7.23993166 11.54628528 4.88316135 -1.60867219 6.41367701 5.31017286 -0.02370969 8.23365946 8.05842041 11.06400176 10.75434865 11.14323377 7.57121793 0.97629031 -0.60867219 -0.60867219 9.51089864 7.35997616 9.80282006 NA 5.23679873 9.64810731 10.23640699 8.82280661 10.26590625 8.45470397 9.92415186 10.83269701 4.91487063 10.71098116 9.60380547 6.40811741 4.34550283 9.85738545 4.65809721 13.99104755 10.90700886 9.73060226 13.09494227 12.83114380 7.61772090 8.65809542 10.78577171 9.35709339 10.25084377 4.14619901 12.88334995 4.89910311 10.37001952 1.19868273 -0.60867219 10.62132947 9.58051580 12.93705784 8.64515655 14.24783181 8.88115710 9.74996024 10.26244420 10.40008776 10.10769977 15.17181034 11.15702400 12.76532962 12.01015333 10.67584398 -0.02370969 10.10555447 9.86196792 11.61651645 9.45268026 7.29819915 9.55558746 13.39447552 10.53596730 11.61455508 5.56123448 6.00601969 8.19544013 11.73018463 11.98726575 7.35997616 -1.60867219 0.39132781 9.94685672 12.62956447 10.55588286 6.31017286 10.97462689 11.25781522 12.72551246 10.75434865 10.07166856 10.71548956 5.48934062 9.98656652 4.62012890 9.29970166 4.39130718 9.89811250 7.10211534 8.14452569 12.28507315 9.18002724 11.22656994 10.25239591 1.85075943 14.21462650 7.99730709 6.62971361 7.67885996 10.87613190 8.80493703 6.10555447 9.33455643 9.92901276 9.46075874 11.24948433 8.48670593 11.69180458 8.85585487 -0.60867219 12.10802132 10.37928359 10.11539654 -0.60867219 11.06550129 9.13024569 2.39130031 10.48208310 4.06373589 9.40881332 7.96873763 9.50570201 9.81659315 6.55621634 9.43433632 -0.02370969 10.66335556 10.72138556 11.11304910 11.90071291 11.01770252 11.48999909 10.44625240 10.28043267 7.59832352 8.96306166 9.13866295 9.34623226 NA 1.56125281 -1.60867219 9.30868100 10.59043838 9.43706874 0.39132781 8.60684193 8.80916167 10.33162260 TCGA-B8-4622 57 0 NA 1525 kidney stage iv t3a n0 m1 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 4 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5123851 10.7809626 9.2244441 5.5722197 12.0446766 9.9117445 11.0145587 8.8663377 10.3119683 16.1496557 9.2482395 8.4383170 9.9978729 5.1484095 9.8400265 7.5656459 10.8832854 6.2907045 12.5183537 2.5393077 8.6618860 8.9418751 10.8447844 8.9214292 3.3758179 9.6542705 8.4183924 12.5386320 7.7363025 15.1022447 10.1511570 11.0765845 7.6643029 10.9920636 NA 8.1549932 12.2478546 11.5854775 8.2867135 3.6977516 7.8730079 9.3232145 7.0576452 10.8400265 8.8352527 8.2867135 9.5656457 9.0340327 NA 10.0069981 8.1329331 9.3464065 10.6685262 8.4632840 8.3645059 12.6462148 9.3348570 13.1282714 -0.2090612 1.9607712 9.7134431 9.7710838 8.9595308 9.9645357 NA 5.4912984 2.8783134 13.9738736 6.0669825 10.6174071 12.0421931 9.8542536 8.6332089 9.3454474 4.0762598 6.8407074 10.9834597 11.2974141 9.6046398 11.4674218 10.6445580 8.8529046 8.9355169 10.9223940 6.0100279 2.3758179 6.0003110 8.5272604 -0.2090612 -0.2090612 10.6014302 12.5571804 9.9862309 9.7738521 9.4292946 4.2076977 9.9143334 7.6078422 9.4889815 11.2423273 7.1788759 8.9316884 5.2986547 6.3065575 10.1986574 9.3814456 11.9720108 11.4340384 12.7287841 8.6340574 11.2466995 9.0704693 10.7692115 10.2430998 7.0762609 NA 8.4365171 11.3949485 12.0400861 9.8295033 9.5836488 11.2034285 8.7022506 10.2353559 11.8001624 10.9862308 5.3144210 9.9272089 8.5161397 5.3607154 7.1351542 1.1127668 8.7171548 7.4912984 12.8762481 9.9911443 9.0136535 10.7056174 10.2620258 9.5179282 6.8020859 10.6953126 8.8173821 8.0364116 10.1223355 1.5982223 5.4347150 6.1037410 3.2502946 7.9431436 3.5982104 10.7749209 5.2665917 10.4215808 6.4109313 NA 1.1127668 10.6106385 10.3261340 11.9286503 11.0991976 11.1620907 8.0946393 9.4747218 6.0641887 11.5066062 11.6441681 9.9639110 11.4057985 NA -1.2092280 NA 9.9000363 8.5966024 9.8629912 6.5656459 12.9360743 13.2493293 10.5807997 6.8487957 9.6480620 -1.2092280 1.5982223 NA NA 14.6467977 8.7037479 9.1680691 11.4362919 -0.2090612 8.3358231 9.3667949 11.5066062 7.1217759 11.3428071 8.7781225 9.3055727 8.7709981 9.0727886 11.2854642 10.5348514 9.9297703 10.5602832 7.8379823 9.8888907 10.1440054 10.5586293 5.0014825 7.4165679 10.1549932 0.00319100 -0.00406950 0.00180300 -0.00341350 0.44799000 -0.00539920 -0.00650500 0.00208050 0.00771300 0.02230400 0.00319100 0.00319100 -0.00406950 -0.00406950 -0.00802440 -0.55537000 -0.56157000 0.00108450 0.00000000 -0.00304750 -0.00277070 -0.00539920 -0.51959000 -0.50525000 -0.00650500 0.00541390 -0.00431660 0.00013863 0.00736090 0.00194180 0.01251600 0.000 0.000 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 -0.505 -0.505 0.000 0.000 0.000 0.000 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 -0.505 -0.505 0.000 0.000 10.1318213 6.6796025 10.2482395 6.5448779 -1.2092280 8.6917254 10.3744115 9.9516818 10.3178468 11.2606607 10.2270496 NA 5.8993835 9.1495099 3.9201408 7.5187790 10.7883909 5.2986547 1.3758457 6.4843460 4.7681367 1.1127668 8.7566430 7.8809708 10.6280056 10.9917572 10.0898948 8.3569128 -1.2092280 0.7908554 -0.2090612 9.6796018 7.6363484 9.1429020 1.3758457 6.7738526 10.5068206 10.4960590 7.5051041 10.7048699 8.6565918 6.1745622 10.9072025 5.1658999 10.2436146 9.5507468 6.1484115 6.7037486 10.2155497 6.8132258 13.0902097 10.4676972 10.3842497 13.0388603 12.3378736 7.6550448 9.1240140 9.4694587 8.9632860 9.2946844 6.8352533 13.0680007 9.6917254 9.7752771 5.4347150 1.5982223 10.4423588 9.3026113 13.1228951 10.2165990 13.1282714 9.6292746 8.0364116 9.7922668 9.9507300 9.8542536 15.7053488 11.4674218 11.9833055 12.8990563 10.6134294 -0.2090612 11.1359866 9.4274832 11.2921982 9.3814456 7.9482054 9.8529048 12.9218313 11.2771908 11.5578016 5.4055670 5.7215969 6.4773584 11.1398633 12.6067422 7.7126996 -1.2092280 NA 10.8948020 12.4571936 11.4393982 7.5787614 11.0292633 11.438991 13.160592 10.991757 11.412221 10.091783 7.515373 11.486087 6.048247 8.922716 6.130709 10.365452 4.673500 7.765273 12.837934 8.599823 11.626514 10.570988 2.960790 13.694693 6.472870 6.525568 9.340162 9.648062 10.183713 4.648839 8.921429 10.193871 7.975734 11.269375 7.501665 12.135293 10.287213 1.112767 11.978365 10.428389 10.145108 1.790855 11.552825 9.799987 3.038787 10.069889 7.960783 9.270639 10.372530 9.429295 9.320152 4.491295 8.867674 3.835257 11.394948 10.637524 11.300386 12.876248 10.369231 11.184249 10.122335 10.523450 7.658137 7.121776 9.729703 9.500804 2.491289 2.446203 NA 10.532747 11.849045 9.700752 3.697752 8.335823 8.343528 10.245672 TCGA-B8-5158 56 0 NA 1218 kidney stage iii t3a n1 m0 male 2010 NA no 80 kidney clear cell renal carcinoma 10 1996 white not hispanic or latino NA NA 3 2 4 4 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 1.629966e-06 4.508417e-07 1.66666666666667 18.3333333333333 18.3333333333333 38.3333333333333 23.3333333333333 7.84534076 11.74318212 10.61029016 9.88943339 9.83335154 8.72504649 6.31504628 9.42298183 9.63640041 -1.65653532 1.60202922 4.04393938 2.25038559 8.90574590 6.96921267 10.96944070 12.33076764 9.15968720 11.41546873 11.32364321 11.50037674 14.64390052 10.03481093 11.44892113 7.93969322 6.40959290 7.70105551 15.32142076 5.81923643 NA 10.17123936 10.41797959 10.09043772 9.58489093 3.04393938 -1.65653532 8.74438314 9.29551687 11.74491652 8.50463549 7.91904267 7.31504719 10.52123462 10.57322369 6.34350376 11.23262730 4.98736180 10.51217572 10.60765294 9.21463871 6.86706618 3.70106105 12.20797997 10.39096845 10.32292884 8.08833721 -1.65653532 10.46177962 3.77879731 8.65298010 7.79058700 0.92850298 10.22576452 10.41630617 8.85821759 10.03626732 2.04393938 5.68335398 10.42332174 0.92850298 11.37037285 9.65297992 8.60677273 4.36587447 11.87981522 12.47439589 10.82151483 8.66655849 10.07439826 16.57474356 9.41093803 8.47020820 9.28161295 4.49325023 9.36656483 6.81517833 11.36222543 6.38789842 13.42227989 1.15088457 8.51559341 7.35193216 9.78696532 8.38926349 0.92850298 9.53023699 8.02649799 12.39861657 7.73152065 14.22420039 10.27128163 10.67035157 8.17481086 12.62774938 NA 8.76871961 12.55531589 10.93502600 6.97649882 2.92846508 8.92376216 9.34702158 9.88943339 11.08075099 9.26534453 8.49198013 9.68391011 8.82227318 -0.07157282 9.60735972 8.52837909 9.28528476 9.80651708 8.72071419 7.58429510 12.05819133 9.08075092 13.34623076 -0.07157282 1.92846508 9.49768880 10.76188336 8.87585960 10.83885906 NA 1.51344021 -1.65653532 13.53143557 9.09337293 10.41463080 12.05892944 10.67105625 8.67217851 9.16288448 5.28601986 6.90192399 10.92116851 11.20575355 10.29442397 11.58934301 10.78877721 8.51342876 9.59616907 10.72828738 2.92846508 0.66539277 3.80293764 8.20923695 6.05086298 -0.07157282 10.48177542 12.31935160 9.53085576 9.95729303 9.02034218 4.20868112 9.55173806 7.61263042 9.02280777 6.84334951 6.80293506 8.01238877 4.51342758 6.35097983 9.64328405 8.69444286 11.48768385 11.25620586 12.03949311 8.90765322 11.50715331 9.39130912 10.70927926 9.71745623 9.23376801 NA 7.32649690 10.13629394 9.03894066 8.38621645 9.33573379 11.78890651 8.60911852 9.92046035 12.63366651 10.86018859 4.57231975 10.00572699 7.97871389 5.22614627 7.42565232 -1.65653532 7.48561037 7.36864352 12.47969373 10.61613343 8.67329989 11.19173536 10.10380774 8.84434548 4.71854247 10.97462159 9.01504478 8.35193216 10.28161295 0.66539277 4.27423929 3.89809224 1.34352153 10.02912845 2.51344021 10.49578849 4.75289307 11.91119475 6.33025542 -1.65653532 NA 11.24964260 10.24738545 11.74424966 11.08644457 10.51374171 9.79471477 9.22395970 5.79677424 10.82378892 11.28638460 9.68613385 11.05817848 -1.65653532 -0.65653532 NA 9.69333780 9.33076767 9.43560005 8.34209423 13.67060010 12.29506156 11.06118006 6.81082352 10.36552458 -0.65653532 0.34346468 -1.65653532 -0.65653532 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1.8029376 11.4961054 8.0300044 12.0063945 8.6944429 7.9655552 10.2593830 12.7717329 11.5043205 11.8346039 0.6653928 7.1732264 6.5033742 11.3353797 12.5340228 6.5723228 -0.6565353 NA 11.2986086 12.8171460 11.7899395 7.0335012 10.9336228 11.14662570 13.15025462 10.96944070 11.32364321 10.03481093 7.12813871 12.24945467 7.59143109 8.73582102 5.28601986 10.46179588 6.34350376 6.85129805 12.62542135 9.04567640 11.78502135 10.15728478 -0.07157282 13.05855399 9.03919297 7.98012815 8.51834196 10.33076767 9.45594321 4.27423929 8.96097122 10.19447173 7.72720778 10.76082871 6.88653552 12.66719175 8.71528011 -0.65653532 12.41051776 10.49070851 9.62948376 1.92846508 10.78099563 9.88314714 2.66543825 10.20459058 5.95821397 9.42298834 9.88023645 9.02034218 9.50537233 7.07821273 8.10339168 1.15088457 10.13629394 10.69057127 11.53533395 12.47969373 11.09964296 10.96074149 10.28161295 10.97058148 8.28161295 6.02298471 9.63352239 9.37623806 0.92850298 -0.65653532 4.49325023 10.88266246 10.16819987 9.79780287 4.53332662 7.83935876 8.42963981 10.57832108 TCGA-B8-5159 61 0 NA 722 kidney stage i t1a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7917040 0.1317212 10.8398654 2.9130713 8.6446563 7.1842763 NA 10.1713128 9.5159525 8.8476703 9.4004491 2.1317212 5.3508756 9.2814555 1.8321609 11.4319179 10.3332197 9.2512980 4.0859005 12.0095082 10.1338201 10.6056677 8.4558890 9.6906072 15.1988485 9.6708671 7.8865959 11.6175376 4.7166727 9.5673785 7.1089886 10.5421597 5.3890952 13.4233827 0.4536493 8.6402558 9.4060866 10.3475446 8.7147912 2.7755563 9.7204230 8.1788321 13.4703751 8.1499087 15.7511888 9.5746518 10.9448683 6.8425150 11.5865217 NA 3.1317047 12.3056196 12.5350533 7.2138576 2.6552602 8.9486919 9.4286246 9.6419780 11.3578194 10.0609667 9.0272837 9.0158789 9.4754493 NA 9.9474919 8.4066689 9.6877354 10.7699180 8.7988198 8.7091372 11.4478145 9.5885760 13.0625381 2.3016462 0.1317212 10.0967711 10.1086554 8.1415370 9.9826765 -1.8682788 5.3508756 0.4536493 13.8505622 11.0539211 9.7854490 13.0174047 10.4870594 8.7176099 9.0550359 3.8865989 6.2661344 10.0705527 11.3570664 9.8668412 11.4338174 11.2168488 8.0771522 8.5818886 10.8164570 2.8865892 2.1317212 -1.8682788 7.9374521 3.1760993 -0.2833163 8.6728051 12.0640154 10.2642081 10.4793297 9.3551068 5.0370351 9.8085469 8.2686997 9.2194231 10.7173751 8.1132754 9.2808204 4.8998910 4.7316232 10.1832572 9.1747357 11.1237615 11.2098591 13.3893540 8.7325504 11.5230862 8.8998925 11.1290643 9.3949775 9.2972435 NA 8.2058499 11.3221503 12.2229454 8.6594590 9.4837517 12.2766851 9.2763666 10.2824076 10.9398681 10.6036376 5.2085251 9.4991232 7.2000030 5.6862960 6.4581375 NA 8.9382579 7.4693300 13.0643383 9.8032493 8.7746625 10.6913244 10.8659946 9.3599259 7.4309166 10.6345898 8.4804364 7.8731752 10.1499085 0.7166837 4.3984940 7.0020735 2.7755563 9.4423211 4.5240261 10.7415797 6.0859047 8.8085469 5.0925204 NA NA 11.0082253 10.2231438 11.5325878 11.5931878 10.0001451 10.1940919 10.0276509 6.0891591 11.1148801 11.8413307 9.9232783 11.7636811 1.4536493 NA NA 9.8098683 9.1154146 9.3742870 7.8390677 13.3153049 13.9973450 10.6843775 7.2210264 9.7491757 NA -1.8682788 -1.8682788 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0.000 0.000 0.653 0.653 -0.713 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 9.8693782 6.4581375 9.3879169 6.0827026 -1.8682788 8.9927953 5.3796348 9.4531912 9.7974884 11.2153621 10.3523890 -1.8682788 6.6708672 8.9155251 6.8899310 7.9454895 10.7850013 4.8998910 -1.8682788 5.7390380 3.6552717 NA 8.8321479 6.3938040 10.3796566 10.8606917 10.8757033 6.6315540 1.4536493 NA NA 9.9462908 8.1582320 9.2290822 -0.8682788 5.7899196 9.8719108 10.5936992 7.1175506 10.8096481 9.1692553 6.6630898 11.1535558 6.1203934 9.8523802 9.8005934 5.7610645 7.0265257 10.4578569 6.9865770 13.8316061 9.6557602 10.4522268 12.5414307 12.7820870 7.7390387 8.9550756 9.9677587 7.7464183 8.9358392 5.0265257 12.3451164 7.8510969 9.7459581 2.8321406 2.7755563 10.3131712 10.3003805 13.0561961 8.1678817 13.0625381 9.0097592 8.9374521 6.8899310 9.6834166 10.4870594 16.1139778 11.4338174 12.1093460 13.9316476 11.0698177 0.1317212 10.8078858 11.5045734 10.9426816 9.1747357 8.3399426 9.6752235 12.8864393 10.5980397 11.9644965 5.9582557 5.6708658 5.8596292 11.6042723 12.5025319 7.1623752 NA -1.8682788 9.9783740 12.4654228 11.5809821 7.1032521 10.9269363 11.5125752 13.4190239 10.8606917 11.3128606 9.8485278 6.4171099 11.2229784 7.6493776 9.5844644 4.9896885 10.3683205 5.4263285 5.0385986 12.4520752 9.1788321 11.7094912 9.6582076 2.5911288 13.8456318 7.2741983 6.1706281 8.9189416 10.4690515 9.4078328 2.5911288 9.6300589 10.1808762 8.4228788 10.4834758 6.6355338 11.6182920 9.5931877 NA 11.9285591 10.4999419 9.9249051 -0.2833163 12.3595499 9.8356120 2.0386118 9.7724051 7.2506490 9.4508160 9.3165836 9.3551068 8.8675098 3.6862988 8.4592611 4.0143553 11.3221503 10.1730252 11.2120262 13.0643383 10.4662610 11.0522473 10.1499085 10.2619571 7.3016334 5.8111884 9.5616381 9.0690821 0.1317212 1.4536493 -0.8682788 10.5151427 11.3493268 9.3855557 5.1540768 7.7482573 8.5839496 9.6858175 TCGA-B8-5162 62 0 NA 36 kidney stage ii t2a nx m0 male 2010 NA NA NA kidney clear cell 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6.2188509 11.4456637 7.5967839 10.9456359 5.7424132 9.3921109 12.0957507 11.4669754 8.7437183 9.7625264 14.8951746 9.2132036 8.6548676 8.4476689 4.7836348 9.7378311 7.3652070 10.3753547 9.4903132 11.9062258 1.7145313 8.1250792 4.3343251 10.5785997 9.2439896 -1.3662433 9.3177595 9.4177044 11.1136679 7.7133728 15.7432726 9.4532684 10.7294594 9.9687196 11.1728041 -1.3662433 6.2632448 12.4797697 10.4339787 7.1096207 7.6590269 7.2813459 8.2849393 9.2150881 10.7804564 8.9659242 9.5324890 9.3829190 9.4152474 -0.3660574 10.0876727 9.0475155 9.3921109 10.2840419 9.9546882 7.0768316 12.4823150 9.4941988 11.9670430 2.8038057 7.2113169 9.9947347 8.8088133 8.5226310 10.2545657 NA 0.6338497 1.2188432 14.0757619 5.2337999 10.0564781 8.0933193 9.3142472 7.9146584 9.5793314 6.1096217 5.8627068 9.2768419 11.0299572 10.1377134 11.8514001 10.4148374 8.3080800 11.0617242 10.6133128 3.3887819 3.9558149 2.0933235 8.1257410 1.2188432 NA 9.8530562 12.4274910 8.1652693 8.3221382 10.0907554 2.7623488 10.1985136 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13.3061472 11.3282368 7.4762383 10.7593011 11.4665799 12.2725498 10.8818152 10.7378311 10.3558413 8.3221382 12.0829073 7.1136682 8.5482728 6.9422271 10.5321111 6.1014925 7.1177034 13.3101654 8.6197296 12.1591638 10.6021944 2.9558149 12.8932631 7.2944544 7.3887750 7.2152388 9.9501692 10.8642084 6.6891705 8.9239065 9.9765180 8.0559526 11.1776445 8.8100607 13.7765532 10.7003132 NA 11.7215162 10.7795015 10.6367026 1.8038057 10.4564584 9.7127056 4.3618105 10.9496033 6.1730455 9.3142472 6.4217905 10.0907554 9.5712762 10.9068090 9.0902421 5.3203872 11.3210446 10.6186621 11.3373587 12.7917872 10.1242371 10.8016194 10.2122604 10.7727994 7.5195844 7.2849397 9.6631749 9.8427317 4.5407774 0.6338497 NA 11.4776125 10.8988228 9.1367195 6.3273748 8.7912345 7.6506956 10.3058709 TCGA-B8-5163 63 0 NA 822 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6416584 11.3963607 4.8747232 9.6270881 7.1691704 10.7121429 9.4905437 14.0194776 1.7317480 7.7513559 8.0907825 10.9808787 9.3409441 4.3366262 9.1816018 9.2637964 11.0049781 8.2722164 15.3847517 10.9743440 10.1603801 8.2644459 11.0425673 -0.2682954 5.2448338 12.3005923 9.7090452 7.2316110 4.0775421 8.5783002 9.2101979 9.8571787 11.2039484 9.8730209 9.6021300 9.4585510 9.3959162 2.3947336 10.2799449 9.4269935 9.5918176 9.9075227 10.0202469 7.7761593 12.2157766 9.5551324 13.1449083 3.4687267 8.0745809 9.8214365 9.8815123 8.4310483 10.5564588 NA -0.2682954 0.9541218 13.8799770 4.5730654 10.6202548 9.5185794 10.3816202 7.3683895 9.3104524 5.4596841 6.1240820 11.0073078 11.4530069 8.9215899 11.4074665 11.4336492 8.4310483 9.2793025 10.8734467 5.8262841 5.1580300 0.4687397 7.7033091 3.1468018 -1.8530842 9.9513372 13.6495103 8.7615127 9.0210158 10.4740747 0.7317915 9.6555880 7.3828168 9.4238576 5.1009987 7.8472422 8.8532986 6.2500899 6.7052232 8.7888544 10.9577760 11.0891340 10.9052342 12.9906257 8.6133891 10.9637864 9.8036744 9.5938859 8.9125032 5.5043534 2.0537022 8.0804935 11.3920583 7.2086333 6.9064914 9.6062344 11.7285918 8.7061800 10.2540199 11.9180859 10.9987470 6.2182658 9.8232007 8.3686920 5.9016899 8.0626819 NA 9.0279168 7.5131251 12.5389189 9.9371512 8.1747085 11.6034139 9.4933165 9.4211810 4.9149854 10.3828169 8.9954257 7.9969897 10.6706097 3.8192288 3.4322111 8.0745809 5.7541339 8.5803882 5.1468018 10.8012150 6.2128922 11.2203101 5.8171039 NA -1.8530842 11.1958004 10.5090206 11.2509100 11.2088489 10.3565607 8.9891532 9.3536583 5.7770330 12.5685389 11.3904230 9.8870052 11.4872092 0.7317915 NA NA 9.9852188 9.2683364 9.5625445 4.4505844 14.2290350 13.5459805 11.1438058 6.9890584 10.5353582 -0.2682954 -1.8530842 NA 4.0047800 14.4981734 8.7147590 9.1918797 12.8508685 -1.8530842 9.1205002 9.4695759 10.7793436 5.0536935 10.3908692 9.5561937 9.1432763 8.5561937 9.3110812 11.4866527 10.3935433 9.7359856 11.5095685 7.9509338 9.5243170 9.0664111 10.9071068 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10.4324940 1.3167250 6.5043550 8.6346426 3.8386190 7.8420310 10.6100717 6.2500899 -1.8530842 5.4322045 5.3947302 3.4322111 8.7485736 7.0951702 10.0873843 11.3609701 10.8921745 8.6386560 -0.2682954 -0.2682954 -0.8530842 9.4659104 7.5709691 9.0438918 -0.8530842 7.4018310 11.1683033 10.4955309 7.8280413 9.9289820 9.0171675 4.6225380 11.2140691 6.5772551 10.4644980 10.2510739 5.8949948 6.9637862 10.3926525 7.9685769 14.0969713 10.1393871 10.5848148 13.4792589 12.3350052 8.1197826 10.1656983 10.8103608 8.4676031 9.5741155 7.3117093 13.3209872 9.2683364 8.7522823 6.6975500 3.7615087 10.8220983 10.0194776 13.2531203 8.8411605 13.1449083 8.7752481 7.9907240 12.5661046 11.2823517 10.3816202 16.2235506 11.4074665 12.4671802 13.6516528 11.1793651 2.4687397 10.6686485 10.2780167 11.4571315 10.9577760 7.7242314 10.1244405 13.3292747 12.2615211 12.0519076 6.8227595 6.3117102 5.8949948 10.9316421 12.6578759 6.8262828 -0.8530842 NA 10.5954353 13.1129477 11.8274919 7.0355458 11.1940971 11.4609611 13.3126911 11.3609701 11.0359264 9.8541618 8.0716152 11.3394038 7.0171670 8.5938859 5.9477036 10.6973090 6.7204495 8.6205083 13.4165098 8.8558866 12.1784178 10.4345151 1.3167250 13.1650029 8.3484365 7.5455468 8.1868595 10.1305089 10.7492697 3.8747183 9.1489145 10.3644575 8.2709241 11.0084713 7.7261187 13.1446879 11.5855946 1.8472353 11.4692943 10.3568652 10.6361490 2.3947336 10.9472982 9.4777196 4.1240799 10.5591079 6.0233197 9.7237594 6.9954257 10.4740747 9.4671576 8.1580300 8.3366275 4.7317643 11.3920583 10.5018785 11.4664748 12.5389189 10.2398901 10.5369717 10.6706097 11.0277254 7.7071355 7.0686439 9.4602527 9.5803882 1.4687397 0.9541218 NA 11.0867492 10.2521875 10.1053554 4.3366262 9.1205002 7.8315511 10.1383245 TCGA-B8-5164 65 0 NA 26 kidney stage iii t3a n0 m0 male 2010 NA NA NA kidney clear cell renal carcinoma 40 NA white not hispanic or latino NA NA 3 2 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 2.080808e-06 6.242424e-07 5 22.5 6.25 42.5 23.75 8.1752511 11.3890558 10.9176745 8.0105745 10.6457294 9.3160649 NA 8.0002282 10.0393593 NA 0.6842802 3.3381534 5.0508673 8.3456434 5.6839238 10.9168362 12.2619717 9.3586661 11.9076883 11.3629809 11.5209572 14.2799250 9.9915913 11.5868673 9.3154290 4.4720068 8.0246494 13.6962202 5.4811084 NA 6.3580481 9.6824450 9.7916484 9.7541255 3.5944888 0.9755568 8.4338391 9.7189708 12.2452066 8.2910519 6.5169528 11.6703100 10.7515420 10.0732349 4.7829327 13.1535769 8.5776150 9.8564744 10.3837571 7.9755792 7.0989616 3.9755752 12.4576666 10.7815532 10.8989065 8.3982443 1.7531766 10.4613422 2.6051861 8.7247301 7.7588108 0.1682569 9.8948679 10.4388114 8.3788952 9.8894343 4.2767497 7.1682238 9.5208192 -0.2467378 12.4777715 9.4131826 8.1238741 3.0261981 12.0219186 13.9689723 11.5725674 8.2949286 8.8291113 14.8232935 9.2268924 8.2221501 11.3439295 4.5776161 10.0156730 7.4513125 10.1008079 4.5944888 13.6007660 1.1681927 8.1229729 8.7333262 9.3487549 9.0493381 -0.2467378 9.4495746 9.0385887 12.0200707 8.4536262 16.2154813 8.9731618 11.0394883 7.3873927 11.3867873 -1.8318715 2.8686670 13.6713044 11.9382685 7.6680702 6.7718499 7.3873927 9.8098242 6.5476025 10.8262123 9.2329667 9.6409150 9.3970427 9.1136679 NA 10.3700416 8.0736109 9.8781694 9.7039854 9.3306153 8.4582430 12.1762508 9.3727952 13.1643444 -1.8318715 0.4901593 9.7208932 9.4244624 8.9054715 10.1720933 -1.8318715 2.6917798 -0.8318715 13.3828847 7.6819517 9.8529726 13.2103109 10.3490657 7.7015539 9.3586661 5.2871657 6.2126180 11.2241843 11.5896315 10.4625576 11.7400964 10.9707404 8.4501543 9.8621465 10.4799724 2.3381391 1.3381677 4.9755797 8.0811132 0.1682569 NA 9.4042383 13.2628379 9.1822446 10.4021433 10.0870873 1.3381677 10.2910521 7.3481333 6.7745552 10.9749751 7.7606814 8.2343131 4.5605438 5.2637255 10.1347296 9.7131885 11.4158549 10.9981450 12.2575918 8.5821480 11.1180508 9.5136293 11.2465417 8.9355809 9.6839240 -0.8318715 8.0630418 11.1611624 8.6746012 8.0017465 9.2637267 11.3973433 6.1569082 10.0649348 11.3629809 10.9618274 3.2556820 9.3287259 7.9620226 6.0989606 5.5860772 -0.8318715 7.2845678 8.1033891 11.8094856 10.1685762 9.9483537 10.5524682 9.5913400 8.9860073 4.8824719 10.6744771 8.5871309 7.8651913 10.5626868 -1.8318715 3.9495816 6.2180720 2.2556820 6.3280950 3.3381534 10.9947725 5.1107391 9.5476025 5.8742019 NA -0.8318715 11.1311201 10.1947475 11.4069273 11.3340732 10.3632886 9.7447084 10.4898675 6.1776049 10.7051998 11.4752825 10.1372508 12.6788646 0.4901593 -0.2467378 -1.8318715 10.1412039 8.2248617 9.6922760 8.0026952 14.1050460 14.1834213 10.8703968 6.1782764 10.1565537 -0.8318715 1.6276535 0.9755568 NA 15.2166790 9.4940917 8.8634522 11.1127532 -1.8318715 8.7847729 9.4010766 10.9781931 4.6917854 11.1052300 9.4256118 10.0401293 8.0841036 8.5301679 11.8095985 11.2517034 10.3462664 10.9703365 8.2126180 9.8437402 7.6600772 10.5503077 3.8451689 7.3606399 8.9642637 0.00513590 -0.00041585 0.00819590 0.01014600 0.00277450 -0.38627000 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0.7531766 8.9779922 6.5648293 9.8902545 10.9168362 10.3861545 8.6049357 0.7531766 NA -0.2467378 8.7005802 7.7884436 9.5241258 -0.8318715 8.3568129 9.9919893 10.7939329 7.7681367 10.3381490 8.9939780 5.2235075 11.1961301 6.1455042 10.2050846 9.8863288 6.2923456 6.3727954 10.4443485 6.0811138 13.9626399 9.3230421 10.4335461 13.3018078 12.3275436 8.8291113 9.4202982 9.2309449 9.2497075 9.4420198 7.5965841 12.7958719 7.1340083 8.7418714 2.2556820 -0.8318715 10.5263258 9.9042032 13.7783550 8.9683151 13.1643444 9.2201127 8.7902758 8.8790306 9.7189708 10.3490657 15.3508900 11.7400964 12.4512401 12.6649531 11.2682293 0.1682569 10.4458021 11.2655978 11.9909941 9.7131885 7.7093210 9.8547246 13.0506761 12.6183399 11.6033721 0.4901593 4.8120823 6.2923456 11.7529518 12.3724131 6.7569392 NA NA 10.2356584 12.7922770 11.5713679 7.3580489 11.0632313 11.019583 13.100716 10.916836 11.362981 9.991591 8.771850 11.501659 6.602852 8.551929 5.525778 10.910112 4.782933 5.882469 12.496249 9.794846 12.187989 10.703985 2.338139 14.318249 6.758213 7.516952 9.483493 10.377982 9.933925 7.435011 9.110739 9.573366 7.976770 10.534273 8.950403 13.640851 8.602852 NA 11.545163 10.219773 10.214325 1.168193 11.195439 9.743291 5.013712 10.927488 6.382543 9.949174 7.745653 10.087087 9.673862 5.001113 8.955310 3.075122 11.161162 10.393733 11.511271 11.809486 9.855162 10.913898 10.562687 10.177703 6.929776 6.936408 9.556780 8.937236 3.975575 4.962642 NA 11.029893 10.530288 9.299438 3.691791 8.784773 7.668070 10.322726 TCGA-B8-5165 43 0 NA 737 kidney stage i t1a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.8370552 3.4535966 6.7099316 10.4429082 5.0251351 11.1480471 11.8665151 8.7471920 9.1078306 10.9143897 11.8052679 14.2270049 10.8274244 11.6979563 8.8208858 6.2948946 8.0990506 11.6476776 4.9701680 -1.7164338 9.3889147 9.5597920 10.0137131 9.6967666 3.8072313 0.8686078 8.2623782 9.6450630 10.9349435 9.7568658 5.5028366 7.4734923 10.2910453 10.4778087 3.7099302 10.5922910 6.5965506 10.2723522 10.6858802 8.0958448 7.9275238 2.1905517 11.2103341 9.7720098 10.7712564 7.8798571 -0.1313132 10.8650447 1.6759965 8.9771545 7.9543237 NA 9.8896100 9.8057585 8.5315951 9.2350542 0.8686078 5.3711302 8.8705074 -0.7164338 11.5677686 9.6770580 10.1913094 6.8228257 11.6714493 14.1580726 10.8291147 8.6466084 10.8113889 15.7154915 9.4894608 8.8189429 10.2882392 4.5124861 9.8305619 7.5736866 10.4744182 7.1815131 13.0771692 0.8686078 7.1766958 9.5914376 11.4267318 9.0149865 7.2232468 9.2334943 8.5457622 12.0927322 7.9841074 14.0072341 9.9845406 10.0638505 9.1118039 11.3821932 NA 4.1416453 11.6443774 11.9518877 7.3225862 6.7594009 7.1291573 10.9403158 7.7015199 10.7634478 9.2017853 9.2976880 9.6301812 9.4784244 1.0909889 10.2451172 8.8430445 9.8577879 10.7474473 9.5650181 8.3307914 11.6956088 9.6434170 12.2558396 4.3497545 2.1905517 10.1455298 9.4931636 8.3987112 10.4613985 -0.7164338 4.6930576 3.8983728 13.9102321 9.9070918 10.4084350 12.3682268 10.2472861 8.4397507 9.1762103 5.0385547 6.2378639 9.6262979 11.4844129 9.8639261 11.4326064 11.0416825 8.5481102 8.6179409 10.6210107 6.9771540 3.3711267 1.4535966 7.3869549 2.0910228 NA 9.5655976 12.8542941 9.6044680 9.6510822 10.4660619 3.5478323 10.3928452 7.5148884 10.1274512 12.6706078 8.0894113 9.4321441 5.7182959 6.0446870 10.3810413 9.9450003 11.2840197 10.5650180 14.3201417 8.5874483 11.3634856 9.3225864 11.3621519 9.4567199 9.3889214 1.4535966 8.9979131 11.6735677 11.3773987 8.1603686 9.3591467 11.6283795 8.1830244 10.2125560 11.3649845 10.7164704 4.7755194 9.3644851 8.1252161 5.8228270 6.3170906 -1.7164338 9.1670746 8.1212952 13.2036481 9.5805838 8.5679131 11.0416825 9.9767188 10.0493680 8.8228264 10.5448104 8.7482133 7.4510858 10.6633166 2.6055892 4.5874490 7.6695300 6.8759004 8.5315951 8.6178851 11.0236590 6.7954202 10.3353115 5.4293448 NA -1.7164338 10.9052615 10.3307914 11.3512699 11.3684759 9.9472256 9.8401735 9.6193761 6.5074284 10.8254901 11.9297762 10.0162590 11.8778755 4.1165561 0.6055892 NA 10.3043003 8.6845470 9.5557140 5.6759853 13.5221096 15.4446911 11.5924332 8.2760392 10.1149747 -1.7164338 -0.1313132 NA 4.4129508 14.9705236 9.3624855 9.2751894 12.5547657 NA 8.3816995 9.1490297 11.2580821 5.9057191 10.5486965 9.1361970 9.5954158 8.1860424 9.3430120 11.2868340 10.5857352 10.1474666 11.0594835 7.5874483 9.9084630 10.1540323 10.9398689 5.0554213 7.6798657 9.4206586 0.00041593 0.00000000 0.00444110 0.14206000 -0.00691950 -0.00013862 -0.00691950 -0.00069303 0.00027728 0.00041593 0.00041593 0.00041593 0.00000000 0.00000000 -0.34021000 -0.34021000 0.00444110 0.00444110 0.00277450 -0.00325210 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10.418415 10.766979 7.594281 9.749744 9.125232 6.956093 11.242945 4.371134 10.030182 9.375103 6.011587 7.035211 10.592291 7.775521 13.904431 9.811633 10.721940 12.886598 13.381800 8.544528 9.166310 9.748724 6.208480 9.504046 7.889147 13.087395 9.251614 9.544587 5.141649 4.623516 10.728165 10.618220 13.270265 8.787493 12.255840 9.355800 8.363152 10.282610 10.492816 10.247286 15.442750 11.432606 12.162485 14.077042 11.480116 3.371127 10.343688 11.237318 10.826216 9.945000 7.566756 9.845433 12.996141 10.632119 11.938191 3.984106 5.129159 7.507669 11.205137 12.442277 7.001515 -1.716434 -1.716434 10.680005 12.755470 11.690667 7.500413 11.522669 11.4256150 13.4299180 11.1480471 10.9143897 10.8274244 6.1478541 9.4992005 6.3060362 8.7705027 6.7835130 10.7487237 3.7099302 7.2407694 13.7098910 8.9445548 12.1786747 10.8184568 2.5315936 13.7093424 5.4409123 6.2836681 8.2856385 10.2302083 10.6491698 5.5782897 9.7583875 10.4058484 9.2630926 10.8793912 7.4206584 11.5489895 11.0877985 4.1663137 12.0979495 10.2541329 10.2232467 0.2836848 11.6490331 9.8295973 2.8072313 9.9427715 8.8150489 9.7679869 9.0764578 10.4660619 9.0125488 5.7182959 9.0402240 7.5434108 11.6735677 10.6212894 11.1601845 13.2036481 10.4216193 11.0412658 10.6633166 10.3840013 7.5004133 6.9875710 9.3751029 9.4660618 1.8686473 7.3382176 -1.7164338 10.1205068 10.5377040 10.3115735 4.0910228 8.3816995 8.3671469 10.1377567 TCGA-B8-5545 42 0 NA 1525 kidney stage i t1a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 1 7 2 8 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.33530727 9.76650390 10.58273390 11.67644836 14.26010214 10.62938249 11.58089638 9.08490031 8.11276685 7.45686938 12.50611879 3.41246992 NA 9.17087596 9.59371007 9.74458614 9.68113403 5.14944229 1.31295554 8.34163490 9.40494122 11.40513013 10.05103162 6.31293921 8.78751442 10.25880109 10.57133712 5.52795235 11.13903378 8.91815423 10.13129327 11.21013653 8.57972587 6.81392353 4.86313563 12.32925018 10.24409894 10.67863684 8.03891405 -1.49451552 10.63958066 2.07117916 8.98536466 7.51120867 -1.49451552 9.79905605 10.11707032 8.44516345 9.37825930 0.50558610 6.43632177 9.46848048 5.58239944 11.71732063 8.70280124 11.32915068 6.03696482 11.15340478 12.59875434 11.01139591 8.62313673 10.00043993 15.37488905 9.27624819 8.83425929 10.64513574 4.06017712 9.87026622 7.72958608 11.08159628 9.19208490 13.36035540 2.34857237 7.58167814 10.53935155 11.36473087 9.12213326 3.41246992 9.50839934 9.79675510 11.70602329 7.87409057 15.10057475 10.05921371 10.53315868 9.46848048 11.28407226 NA 7.60624678 11.23732769 11.28653420 7.29674739 3.26047737 8.33372069 10.23393011 8.50135156 10.83873972 9.07354044 8.84988045 9.10456730 9.50346959 -0.49451552 9.92975062 8.61541519 9.67738667 9.43484274 9.53141597 8.60493234 11.83631646 9.65723519 12.28981026 1.82749387 2.96500848 9.79905605 8.47999887 8.54313122 10.44699889 NA 3.45978569 NA 13.35586891 9.54724352 10.13494105 11.90926222 9.43188032 9.05344291 9.80077940 4.71503672 6.40645164 10.72837930 11.32456593 10.05729267 11.64395059 10.96450361 8.38056583 9.46050771 10.62420108 7.17800945 4.28694766 5.61410909 7.98738397 4.50558610 0.50558610 9.14582926 11.99355001 9.66671630 9.93237334 10.54621654 2.09054860 9.92238192 7.17092052 9.64117823 13.17607467 8.51681178 8.87299924 6.59834138 6.52756302 9.36589546 9.43188032 11.69726055 10.74518295 13.43853728 8.85541856 11.28694408 9.37054422 10.18814014 8.77119958 8.46268630 NA 8.96706396 11.32056732 4.94021374 8.12926498 9.92554450 11.38688955 9.09054702 10.43225104 11.57838694 10.93603696 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10.3573334 9.0914859 7.7511370 11.0524789 5.6245250 10.3169590 9.7180807 6.4244468 7.0212843 10.2453650 7.7606128 13.7392790 9.7445861 10.5893961 13.0621503 12.4674862 7.7793799 9.4914262 9.9396913 7.9526679 9.5403834 5.4828644 13.3987911 9.3751783 8.4214636 5.2604736 1.0905147 10.8426488 9.9197411 13.1917019 8.1744693 12.2898103 8.8729992 7.9107261 10.2116486 10.4233294 9.4318803 14.8175632 11.6439506 12.5429598 12.9379305 11.2700413 -0.4945155 9.7427943 11.1992891 10.7535119 9.4318803 7.7223301 10.0118920 13.1872620 10.9531843 11.3977458 5.9149758 4.9318485 7.7271717 10.9578256 12.4050357 7.6036167 NA NA 9.6406524 12.7424208 11.5730255 7.3973683 11.1633494 11.708932 13.344985 11.105730 10.582734 10.629382 6.560866 9.711988 6.624525 8.902189 6.219831 10.383635 5.527952 7.199072 13.718302 8.810506 12.161339 10.531416 2.412483 13.503910 6.086559 6.767679 8.179388 10.097107 10.375949 4.436322 9.717473 10.452125 8.889289 11.713361 7.818467 11.974336 11.597681 5.105498 12.198745 10.574698 10.476769 2.593043 11.481791 9.684249 3.090549 10.712294 5.482864 9.678637 9.113839 10.546217 9.185284 6.112915 8.665456 6.090546 11.320567 10.856728 11.295933 12.566618 10.209488 10.928438 10.765622 11.018572 7.560867 7.645136 9.758250 9.742794 1.965027 1.675500 NA 10.137216 9.924238 10.178893 5.734403 8.941255 8.019312 10.844042 TCGA-B8-5546 38 0 NA 505 kidney stage i t1b n0 m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 5 4 1 1 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.592415970 8.018148981 1.583519084 6.474291637 9.160949424 7.470233425 11.285404531 9.799457940 8.533833517 9.385498338 9.729028080 NA 9.835397364 8.850307187 10.430055651 10.424822807 9.331713277 10.086020884 11.755368654 9.577874031 12.728178773 3.856537578 5.441500079 10.220145156 9.613424279 8.750101982 10.871617594 NA 2.998556583 0.998556583 13.801881947 8.620609869 10.074705583 13.486649206 10.720511649 9.784010524 10.889202312 2.168481585 6.856538823 6.583520588 11.269145385 11.222258108 11.490338474 10.670099067 8.636993947 8.653194045 10.774991098 5.338406586 5.127839600 -0.001443417 7.805912795 4.457988202 -0.001443417 7.101845442 12.816241232 10.180331514 10.417991610 10.275845380 3.768332557 9.526034959 7.377936685 9.748150910 6.075374320 9.121386132 9.206792406 6.779917610 7.513942307 11.047725887 9.247671460 11.967764647 9.455938900 10.999262262 9.406887812 12.190079972 9.511298430 10.379019057 12.732526634 11.126229970 0.583519084 8.896403553 11.374683439 12.166303892 7.966418354 10.356659721 10.403699537 8.203129196 10.772109332 11.250336262 10.242327044 3.856537578 10.846006898 8.899847205 6.522120109 3.390874006 -0.001443417 9.670983341 6.899424600 12.740656886 9.224970222 9.823516757 9.809932723 9.614187693 9.784010524 4.246484097 10.993911791 9.565563477 7.587272719 10.619236093 7.470233425 4.320484678 7.568413712 -0.001443417 7.403699750 2.583519084 11.154324977 3.583519084 10.531994865 4.613266427 -1.001443417 NA 10.918538594 10.755531228 11.567701586 11.151476618 10.731997108 10.997853381 10.170178954 6.261122696 8.056549932 11.591248648 10.548342696 11.533104111 5.390874006 -1.001443417 0.583519084 10.351153250 9.497407187 8.872002235 NA 15.738206805 12.130254255 10.928186273 6.917182294 9.342853824 0.998556583 NA -1.001443417 NA 15.521430689 9.332831211 9.359405205 11.231278731 NA 8.635182655 9.075240062 11.324987532 4.805911505 11.354459654 9.582581029 11.092305700 8.804301746 9.401570100 10.873155237 10.749683591 10.786460613 10.735805364 7.208010925 9.772521436 6.522120109 9.475304206 5.442661562 7.609841376 9.362692772 0.00027728 0.00180300 -0.00069303 -0.00132920 -0.00609040 0.00138680 -0.00553750 0.00152550 -0.00152430 0.00027728 0.00027728 0.00027728 0.00180300 0.00180300 -0.00069303 -0.00069303 -0.00069303 -0.00069303 -0.00429290 0.00263570 0.00000000 0.00138680 -0.00180140 -0.00180140 -0.01422800 0.00152550 -0.00401620 -0.00083370 -0.00277070 0.00875280 -0.00152430 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.820332 7.587273 8.984400 6.667939 2.583519 9.129129 6.905448 8.154110 10.726904 11.124343 10.366519 2.998557 5.868924 9.358308 6.549843 7.967225 10.564612 6.779918 NA 6.053841 2.905447 2.805912 8.958560 6.923370 10.542049 10.906200 11.257245 7.946925 5.441500 NA NA 9.810735 7.529940 9.141941 -1.001443 3.086019 9.314839 10.221956 8.429010 7.579759 8.784828 8.728179 11.064984 3.086019 10.252996 8.486398 6.347287 6.568414 9.545452 8.788092 13.684457 11.288001 10.191467 13.275409 13.192237 7.075373 8.040217 9.933723 3.168482 10.006987 6.236963 13.070774 7.070020 9.952754 3.583519 NA 9.763430 8.733268 11.697697 8.847181 12.728179 9.990788 9.255946 6.992911 8.006987 10.720512 13.843656 11.490338 12.309029 13.450864 10.618320 -1.001443 10.118796 11.687245 10.662116 9.247671 7.695526 10.029915 13.907607 8.667443 12.573978 4.127840 5.148304 8.900933 12.083366 12.174731 6.474292 -1.001443 NA 10.464634 11.910512 11.293753 6.117500 11.537474 11.5272563 12.8076227 10.9061998 10.4279648 10.9632599 5.3908740 6.7534454 4.2080099 8.7332676 5.3908740 9.3908755 3.5835191 7.5646121 13.1854399 9.7692220 11.7332676 10.3068971 1.5835191 14.5377168 4.5506914 5.2273753 7.1289738 11.4836326 7.9322484 0.9985566 9.1834334 10.0626271 9.8067178 11.5184399 8.2345722 10.8838731 9.0111825 2.6989963 13.0583250 10.7179469 10.7807373 -1.0014434 11.5531469 10.0456820 4.9054472 9.0565497 4.8811996 9.1846723 9.0347316 10.2758454 9.2620150 3.4579882 10.0409015 5.8440491 11.3746834 11.0209259 10.4595258 12.7406569 10.8456153 11.7215790 10.6192361 10.0111825 7.8314479 6.3994377 9.7264784 8.7650868 0.5835191 1.3204847 NA 8.6621161 11.5455802 10.0686790 -1.0014434 8.6351827 8.7281787 10.1304150 TCGA-B8-5549 53 0 NA 194 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 6 3 8 3 3 NA NA 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7010853 9.1793812 9.7481893 9.4222809 2.9689018 -0.2791087 8.3594105 9.3612194 11.0488078 9.4708439 5.9783627 8.1659893 10.4569535 10.1870510 6.4144620 11.6515271 6.1885809 10.5395567 10.7405653 7.8347169 6.6693415 1.8909136 11.2865526 9.5145778 10.2093168 7.9497935 3.1132838 10.4386509 2.4758631 9.0619374 7.6953891 NA 10.0691494 9.5742841 8.0429026 9.7940382 0.3059122 5.9008837 9.5805092 4.1804025 11.8489688 9.1440905 9.6867588 3.4214118 12.4394988 14.8034770 10.7071721 8.7209744 10.3854218 16.2160878 9.4231472 7.9877608 10.4870893 4.1804025 9.6135173 7.7843698 10.6349858 5.8808447 13.1969612 0.3059122 7.9269874 8.7474978 10.9046099 8.7897527 -1.2789336 9.6165498 8.4825256 11.3655068 7.7405654 15.1380105 10.9197265 10.4537101 8.9617660 11.2560068 NA 5.9497940 12.0158824 11.8924641 6.4957623 3.2445370 6.7377827 9.9322545 6.7762567 10.8627623 9.4127180 8.7530201 9.6634891 9.8209797 -1.2789336 9.9783624 8.2697962 9.4741912 10.6334896 9.0741214 8.9328629 12.0992748 9.7755788 13.2987574 -0.2791087 1.7209788 10.4825257 9.3512871 8.4808629 10.1170441 NA 5.8084365 NA 13.7859698 7.6248561 9.7626337 13.5729675 10.0757749 8.9206467 9.5080608 3.9304251 6.8294995 10.8421842 11.5092850 9.8839951 11.3304141 10.5727235 7.5475231 8.2620713 10.6524507 2.4214253 1.8909136 2.8908941 8.3863105 NA 0.7209788 9.4932891 13.1038012 10.3688826 9.8858815 9.8643576 4.6225673 9.9237106 7.6097180 9.4070810 10.6248564 8.1639178 8.1946800 7.9712728 6.6648369 10.5166083 9.6678808 11.3326910 10.7388269 13.9836567 8.7749004 11.5582082 9.4833565 10.7332498 9.7322017 8.6968226 -1.2789336 7.9058497 10.9270731 10.6630015 8.1932794 9.1524722 11.4375797 8.6127583 10.2547909 11.9696433 10.7745611 3.5283338 9.6554026 7.9333496 6.0429026 7.1556025 NA 9.1367164 8.0916618 12.7469792 9.3916307 9.1197183 10.3778463 9.7728632 9.7488805 7.8268827 10.7165580 9.1356598 8.5506972 10.3356843 -0.2791087 5.0785244 6.9877608 6.1132921 8.4891588 4.1804025 10.9224858 5.1132921 10.5431271 6.0872973 NA NA 10.8047862 10.5475230 10.8311315 10.9818940 9.7384789 9.1956945 9.4573764 6.6206333 11.6066709 11.6487524 9.6494930 11.5812856 -0.2791087 -0.2791087 NA 9.7742216 8.8057829 9.3925156 7.8983940 14.1980054 14.8653739 11.6901811 7.6596135 9.7619491 NA 0.3059122 NA 0.3059122 14.5231122 9.2237964 8.4352202 11.8742099 NA 8.1783556 9.2081614 11.1443531 4.3356833 11.0204687 9.4144614 9.4957615 8.2047902 9.1143649 11.5449387 10.7813327 10.2726827 10.8031235 7.6127579 9.5866614 8.0981853 10.3319993 5.0325858 5.9497940 9.5750636 -0.26817000 -0.64264000 0.11858000 0.15756000 0.09768800 -0.27989000 -0.27691000 0.05394800 -0.14490000 -0.29733000 -0.26487000 -0.26817000 0.10293000 -0.64264000 -0.64725000 -0.64725000 -0.64725000 -0.64725000 -0.25116000 0.00805670 0.11638000 -0.32774000 -0.64142000 -0.64142000 -0.27691000 0.08898200 -0.27619000 0.00055459 0.08941600 0.00000000 -0.14490000 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.259 0.000 -0.275 0.000 0.000 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.268 -0.268 0.000 0.000 0.000 0.000 0.100 0.100 -0.529 0.119 -0.261 -0.261 0.130 0.130 0.116 0.116 0.000 0.000 -0.281 -0.281 -0.641 -0.641 -0.145 -0.145 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.259 0.000 -0.275 0.000 0.000 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.268 -0.268 0.000 0.000 0.000 0.000 0.100 0.100 -0.529 0.119 -0.261 -0.261 0.130 0.130 0.116 0.116 0.000 0.000 -0.281 -0.281 -0.641 -0.641 -0.145 -0.145 10.5251056 6.6398385 9.7301033 6.2643938 -1.2789336 8.6308677 8.2108223 9.4040218 10.2673867 11.0082049 10.4994623 -1.2789336 5.9970982 9.4013339 4.7870615 7.4758623 11.0552478 7.9712728 -1.2789336 5.6517119 4.5283275 0.3059122 8.8515451 7.3539699 10.0018612 11.1143649 10.1747493 7.9617657 2.1804025 1.0429244 NA 9.4733551 8.1025175 9.3152990 1.7209788 6.0247563 10.5805093 10.4313505 7.4454884 10.4716815 8.4725186 7.0785266 11.0672112 6.2047902 10.2712403 9.2774806 6.5218736 6.3648315 10.0462800 6.7322014 13.8966410 9.9425616 9.9132673 12.8694511 13.3366041 7.8340134 9.2425749 9.9107991 6.0338568 9.5137649 5.3356833 13.0816159 9.2562500 8.9070887 1.7209788 0.3059122 10.0115694 10.0735698 13.3607674 8.0563646 13.2987574 8.6293672 8.3648307 7.7816705 10.5105081 10.0757749 15.2532543 11.3304141 11.7337736 13.8404426 11.2032783 0.3059122 10.2717213 11.3675332 10.6199537 9.6678808 6.9593795 9.5656802 12.9901012 10.8011258 11.4175074 5.4214152 4.9497917 6.7598935 11.0055095 12.0968285 6.0363055 -1.2789336 NA 10.5951874 12.4491076 11.4076917 7.6218416 10.9757079 11.3185616 13.4169640 11.1143649 10.8285185 9.9322545 7.2870290 9.8496134 6.7762567 8.5648956 4.9877620 10.6138967 6.4144620 5.9497940 13.0595584 8.7924370 12.2377826 10.8467108 2.5283213 14.1664097 7.0906587 6.4556839 9.0514545 10.0178907 10.1550814 4.5283275 9.8489689 10.9083266 8.7569696 10.8968359 6.5153908 11.8669067 9.5178253 1.3059122 11.8092659 10.3969315 10.2846475 1.3059122 11.6561396 9.3208874 3.1132838 10.0752239 8.0040631 9.8222937 9.2088145 9.8643576 8.7605380 3.2445370 9.3648307 5.4758631 10.9270731 10.3470257 10.9154236 12.7469792 10.2347021 11.1931576 10.3356843 10.4442088 7.7870635 6.0518919 9.0440293 8.9279889 -0.2791087 5.4214152 1.0429244 10.5847736 10.3034600 10.1982268 3.4758631 8.1783556 8.6398377 10.1430393 TCGA-B8-5550 71 0 NA 1476 kidney stage iii t3a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma 20 1970 white not hispanic or latino NA NA 3 2 2 7 2 6 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.45470192 4.32488979 10.85046152 7.05071608 9.53833756 10.57038229 7.99077281 7.01103153 3.62445187 11.85146500 10.09069719 11.05211282 8.14277590 NA 9.96274898 1.03948937 9.02817295 8.11630393 2.49891461 10.40799477 10.01103181 9.01676818 9.25311496 NA 5.79437687 9.95984114 5.10557751 12.00346809 8.78768124 10.57864715 4.03948937 12.65697987 10.64265095 11.17005887 8.31561287 9.76058740 14.88781781 9.38489359 8.03384198 11.75909103 3.94637529 8.82084813 7.44036756 12.66679418 9.58155293 13.59275759 2.27369491 8.25315161 8.87553865 10.80891295 8.77250362 3.49891461 9.27430570 9.09069732 13.14179210 7.95835145 15.34831843 10.86603678 10.58975890 8.49686935 11.99822223 -0.96044044 5.46575249 12.80901624 11.23362950 7.46994050 4.16877038 8.95835145 9.23178111 10.46889504 10.68289357 8.82739098 8.81920769 8.35916050 9.73732459 NA 9.68424596 8.36591777 9.97096449 10.43180575 9.01390298 7.68694657 11.60084783 9.43716302 13.71246603 4.59407673 1.36143150 10.09137694 9.33994373 8.12163712 10.29274483 0.03941918 3.03948937 -0.96044044 13.58867131 6.45734148 9.71544538 13.39194559 10.36984497 9.78348121 9.52632337 4.32488979 6.34326923 10.90522159 11.12230264 10.12429673 11.70174055 10.72116594 9.07977809 9.69680673 10.28444670 6.12695015 4.20941437 5.43180679 7.76740850 7.31095172 -0.96044044 9.34555006 13.47763037 8.58252025 8.23670499 9.80932617 6.41999219 9.53534323 7.65787362 8.60959061 9.23547553 7.56696505 8.81427547 6.90985349 6.87869224 9.39263512 8.72248276 11.75416313 11.92289528 12.73927760 8.97759762 11.90927489 9.44887928 9.92670888 9.70037556 11.66565360 3.03948937 8.35237144 10.60363775 6.39219376 8.60997025 9.92899219 11.84240849 7.58638271 9.45523001 11.56989462 10.68469638 5.87237815 10.51420828 8.08950027 6.27789365 7.27789272 NA 8.90367431 6.96430043 12.10994469 9.33410900 7.86285553 10.78893876 10.22436363 8.90212575 4.87238062 10.75137894 9.26228328 8.27550252 10.15842931 3.94637529 3.89747279 9.18414662 5.78068542 9.75459225 3.73992369 11.05490334 5.60934424 10.53779905 5.06185395 NA -0.96044044 11.13059302 10.36872405 10.92632802 11.06428166 10.20187960 9.28741573 8.94824106 6.75345879 11.44569329 10.94637887 9.67792414 11.99858465 0.03941918 NA NA 9.90522151 9.29215365 8.81592120 6.25865648 13.59814816 13.44429724 10.49327335 7.00884652 10.45205814 1.03948937 1.03948937 NA NA 13.71014453 8.23916076 8.51319423 12.03260358 NA 8.04511310 8.99081677 11.98913265 4.49892099 10.02817295 10.21566149 8.95536773 8.57086969 8.45734066 11.68041104 11.43903323 9.07840729 11.32633477 7.13224574 10.01175014 8.22188288 10.43876618 4.41034789 6.94035471 10.40471710 -0.0022168 0.3215800 -0.0167040 0.7585300 0.7436600 -0.0103700 -0.3905100 0.0452820 0.0438650 -0.3321400 0.0116790 -0.0022168 0.3463200 0.3751200 -0.0031859 -0.3918500 -0.0167040 -0.0167040 -0.0314960 0.4564900 -0.0164290 -0.0103700 0.0146090 -0.7540000 -0.3905100 -0.0025647 -0.0237030 -0.3852600 0.0469840 0.0749840 0.0438650 -0.391 -0.391 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.000 0.000 0.390 0.742 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.391 -0.391 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.000 0.000 0.390 0.742 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.000 0.000 0.000 10.2187754 6.2778936 9.8731691 6.1471764 1.3614315 8.6263282 12.9862118 9.9877461 9.9951382 10.8045755 10.7030464 1.3614315 5.8339046 8.8676247 6.4907001 9.4478180 11.8267787 6.9098535 NA 6.1269501 4.7399291 -0.9604404 8.4865716 5.9702256 10.3149145 10.5137012 10.9016374 6.9463788 3.6244519 NA -0.9604404 9.4896686 6.2094124 9.2489416 NA 5.9098523 10.405264 10.092735 8.124297 10.144742 8.405810 4.563048 10.479838 5.578646 10.324890 9.837150 6.072912 5.268307 9.909082 6.767409 13.918736 10.607919 10.122303 13.036403 11.709481 7.774198 9.301583 10.444630 8.181596 9.460501 5.061854 13.053596 9.039488 7.287416 7.482432 2.498915 11.133896 9.922895 12.293631 7.859667 13.712466 8.204395 8.359161 9.697700 10.800208 10.369845 15.974538 11.701741 12.047567 14.021412 11.379338 1.039489 10.491730 9.962073 10.274306 8.722483 7.955367 9.956860 12.703824 10.487605 11.365356 6.774198 6.126950 4.248945 11.333535 12.217219 7.050716 NA NA 11.408813 12.452190 11.460719 6.878692 10.403076 11.19904434 13.25812720 10.51370125 10.68604699 9.41669874 6.11630445 10.81097780 6.55518883 8.55518806 5.48243206 10.46522875 4.32488979 8.01962798 13.08992621 8.47828021 11.89201778 9.80435983 2.62445187 13.90367443 6.67691052 6.49891940 8.08191372 10.29923161 9.75716479 3.56304828 9.39923776 9.56305018 7.50301235 10.73035932 6.85326963 11.57670669 11.35407154 2.20942217 12.07994925 10.70925918 10.03171857 -0.96044044 11.02069880 9.43609311 1.62442848 10.12628799 6.28741504 9.34326901 7.04511310 9.80932617 10.03285834 1.62442848 7.88811125 5.83390461 10.60363775 10.19746675 11.21877542 12.10994469 9.88105261 11.28444670 10.15842931 10.94900637 7.51926826 6.23916124 9.61974679 9.73471656 2.20942217 -0.96044044 0.03941918 10.38655598 9.47619980 9.34555006 0.62442848 8.04511310 7.75029497 9.67973325 TCGA-B8-5551 65 0 NA 16 kidney stage i t1b n0 m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 1 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1016677 9.0003942 8.8120945 10.4508341 NA -0.1289449 -0.1289449 13.4649047 6.3467796 10.3472867 9.3618977 10.1302015 9.2920595 10.0602536 4.5714887 6.1094525 10.5951343 10.8622142 9.8885512 11.5788286 10.7651066 8.6175611 10.8168564 11.0710258 5.6524062 4.9371372 0.4559650 7.3467805 5.4409024 -1.1291027 9.8780741 11.8436677 8.2888993 8.6392311 10.0596357 2.6784100 9.7651065 7.6259345 8.2194653 4.0409713 7.4256355 7.7628305 4.6784044 6.5921460 8.4802255 8.9571830 10.8941081 11.6564992 11.2145101 8.7973428 11.1878940 9.4092356 9.6991832 8.4672367 10.6217537 0.8710551 7.3867463 10.3467802 4.7497702 7.4186740 10.6771936 11.4456403 7.7536901 9.7884188 12.2175605 11.0865798 5.4409024 10.0086783 8.1209900 6.2019631 7.9072206 NA 8.6670863 7.8281485 11.8373720 10.8999889 7.7165369 11.3178716 10.0883987 8.3528463 3.9154444 10.9133388 9.1248942 8.7383254 10.4418512 -1.1291027 4.0003336 6.4857569 3.4957335 7.3788410 0.8710551 10.0670340 2.3304724 10.9799175 7.0824482 2.1929832 -0.1289449 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6.9371360 6.4409024 12.1602011 8.8568886 13.3417057 9.4246761 13.9182985 9.0409719 8.0926340 12.2727263 11.4246761 10.1302015 15.4218386 11.5788286 12.8514542 13.0678794 11.2902170 4.0805042 11.4716566 8.7628305 11.6850283 8.9571830 7.8135612 11.1307900 12.8516327 12.4601127 11.7387116 4.9154396 7.0804999 5.6125147 11.2106184 12.6812167 7.8258829 -0.1289449 NA 11.8838459 13.4706691 12.0574504 7.1189743 10.2633642 11.7964158 12.5022238 11.1941015 10.9638039 10.3950987 8.4783769 12.8853288 7.4967555 8.0054730 7.2931111 10.2477149 7.4179411 3.8252463 12.4925195 8.4198688 11.8104423 10.7521608 0.8710551 13.5022807 8.0164439 7.7070968 7.7204515 9.8468947 10.2793766 7.4140789 8.2761882 10.2617532 7.6491239 10.9987188 7.9899876 13.5520106 8.7196698 4.7290252 11.5187301 10.6267689 10.5844333 0.8710551 11.4816103 9.3698959 4.0409713 11.2241936 3.6783987 9.2888993 5.9899882 10.0596357 9.9846262 10.3371232 8.9899879 1.1929516 10.3467802 10.7082805 11.3904373 11.8373720 10.0583989 10.3335491 10.4418512 11.1904366 7.2460860 7.1378334 9.8076846 10.0962542 2.5714827 -1.1291027 -0.1289449 12.1231208 11.0445740 9.3788415 3.9154444 9.2384616 7.6975952 9.8497572 TCGA-B8-5552 41 0 NA 1046 kidney stage i t1b nx m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 6 3 7 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.96954654 10.17545050 10.44904070 5.68891887 11.56056790 9.00196771 10.27682755 11.15797270 8.17149658 7.43294688 4.60697515 11.51042763 10.28013603 10.64168574 7.82198886 1.14756721 10.55964859 2.14652489 8.85968821 7.91194199 -0.07491205 9.72928306 10.23235293 8.57620391 9.41461210 1.14756721 7.27976842 9.13785109 1.79962614 12.09382420 9.24407146 10.39513297 6.39003823 11.21857201 15.24962566 10.94728868 8.56780553 11.14694060 15.59151480 9.63078440 8.79243080 9.57799711 4.51011377 9.81693580 7.39275789 10.36532915 7.85982609 12.72362390 1.29254619 7.70270325 10.62530273 11.70199632 8.94751976 2.24707683 9.31245144 8.91004514 11.86068549 7.71956816 14.96761132 10.25233038 10.23593141 8.74533113 11.02010948 NA 5.41700521 12.00452576 11.59580834 8.04236253 6.77898124 6.92515206 10.37739330 7.36255756 11.34686628 9.82903388 9.42831536 9.57261042 9.11990886 1.14756721 10.27277346 8.97045681 9.63710574 9.88177029 9.58157703 7.81996956 11.94692791 9.68170840 12.23992411 4.27092507 3.89477897 9.63939769 8.99489732 8.04582190 10.41566868 NA 2.51012643 1.66211433 13.39932276 11.55769296 10.32674271 12.18685527 9.75223010 8.73572355 9.31101441 5.59757885 6.48993625 10.41500006 11.07193290 9.88997419 11.62033398 11.05164148 8.62559196 9.59462767 10.30885640 7.43822131 2.98404243 2.58810895 8.01438208 2.73250800 NA 9.40358473 12.95576176 8.61514995 10.29147429 10.48548489 2.04061193 10.68614918 7.62559196 10.24650144 9.87449253 8.71087702 8.79346025 6.80779539 6.71709649 9.26722678 9.49500774 11.46139928 10.85687453 14.60006155 8.65607514 10.81996988 9.34931839 10.56930880 9.18411066 9.24030169 -0.07491205 8.71305480 11.23879098 9.48315170 7.71472908 9.96681126 11.37653491 8.99124122 10.38321687 11.37412871 10.99415420 6.92515206 9.58514790 8.21909880 6.36255756 7.12154906 -1.65972260 9.03454753 7.99840088 12.67306531 9.70978689 8.49753652 11.00241288 9.33878005 9.74533113 8.03715706 10.47737923 8.92890413 7.86178978 10.75830576 1.92516393 4.56901100 8.46689422 3.98404243 7.10837391 4.68003736 10.58157693 6.37361341 10.44834813 5.64533852 NA 1.14756721 10.97182136 10.16435274 11.31263097 10.99011936 10.13053813 8.51136643 9.27158465 5.99030822 11.75659131 11.48628091 9.90290898 12.38090739 NA 0.66211433 NA 10.11703382 8.79551696 9.46689401 1.79962614 13.28297896 15.22247440 11.65179599 8.45768991 9.89621659 2.14753465 -0.07491205 -0.07491205 -0.07491205 14.43655473 8.83804129 9.54047525 12.67054629 NA 8.77690113 9.00881768 10.92820145 6.65760285 10.31961477 9.07320488 10.07701422 8.43822173 9.09841271 11.42881223 10.51729764 10.27498621 10.77090344 8.25307879 9.74000147 9.07150849 10.77194837 5.11457942 7.78551459 9.52568445 0.00000000 -0.00097017 0.01014600 0.39463000 -0.00263220 -0.00124730 -0.00249380 0.00208050 -0.00429290 0.00000000 0.00000000 0.00000000 -0.00041585 -0.01326400 -0.39896000 -0.39896000 -0.39397000 -0.39397000 0.00263570 0.00055459 0.00221930 -0.00124730 0.00152550 0.00152550 -0.00249380 0.00027728 0.00069327 0.00013863 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4.362554 10.053576 9.359780 6.012616 8.260542 10.209398 8.131352 13.544264 10.153169 10.451325 13.563324 12.948964 7.930776 9.127276 10.169912 8.559358 9.884188 6.216707 13.229218 8.806776 8.668864 6.141089 4.147543 10.590488 10.260170 13.149405 9.398858 12.239924 9.499430 7.813895 10.895498 11.276828 9.752230 15.441150 11.620334 12.191353 13.334587 11.523360 1.799626 10.107546 11.177620 10.747192 9.495008 7.892858 9.974547 13.067951 11.130538 11.604776 4.894779 5.510114 7.111679 11.037809 12.489460 7.303086 NA NA 10.073629 12.648458 11.686090 7.489937 11.234249 11.4913647 13.2246463 11.1858756 10.9847218 10.3743007 7.3401893 10.5207204 6.2709269 8.7716872 6.9622413 10.7998774 5.6889189 7.4062790 13.6515498 8.6966414 11.8938189 10.9296067 1.7996261 13.2253139 6.3193000 6.4694725 8.4725609 9.9057677 10.7957737 4.9984031 9.6971917 10.3694768 8.6789261 11.3393088 7.7432019 12.1037132 11.4913647 3.1981641 11.8086863 10.2216860 10.4912061 0.6621143 11.8344202 10.1643527 3.2943855 10.2319733 7.8420266 9.3756761 8.4873947 10.4854849 9.2555387 6.6348111 9.1427060 7.4276523 11.2387910 10.5890066 11.1587717 12.6730653 10.1321664 10.7559313 10.7583058 10.7268604 7.4694725 6.5881164 9.5490336 9.6916811 5.0266894 5.0950763 NA 10.7567233 10.7193649 10.2001126 2.5881090 8.7769011 7.8077954 10.1778175 TCGA-B8-5553 67 0 NA 435 kidney stage i t1b n0 m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 5 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1176270 9.5337395 10.0777073 9.3895406 3.4353486 1.3847130 8.2121744 9.3129192 11.5833387 9.5445895 5.3587233 6.2916091 10.2603579 10.0290895 5.6541777 11.8226189 7.2067204 9.6100978 11.8679582 7.9502281 7.0326905 1.7473015 12.1321919 10.0459873 10.6770399 7.7989506 0.8992530 10.2161974 1.7914807 9.3254471 7.8157682 0.1623390 9.9015439 9.6734195 8.1547923 9.6105661 2.2778063 6.6595122 9.5250002 -0.4225591 11.8322443 9.8828552 10.0223782 5.3587233 12.4964650 13.2318315 11.3139766 8.3959454 10.3086824 16.1684692 9.4134136 8.2248217 10.6585138 4.3322496 9.1874654 6.8811446 9.8306199 6.5603573 13.3012375 0.8992530 7.6472692 10.2621119 11.3124962 8.5955633 5.8252921 9.7547828 8.3879350 11.4310627 8.0910910 16.0546292 10.1043515 10.4783621 8.3847181 11.5086548 NA 3.5773684 13.2165910 12.2212195 7.8300290 2.1623390 8.2337884 9.9967969 7.7547826 11.4053014 9.4438695 9.2221208 9.4149913 8.8639211 0.1623390 10.3903428 8.3766451 9.8725582 10.0311484 9.0015295 9.0367948 11.3860058 9.8300287 12.9427972 1.8992917 4.6217589 9.7124312 9.6094504 7.9260914 10.5077310 NA 3.7868159 0.5773442 13.3472012 10.3384990 9.7764222 13.4707122 10.0969996 8.8476587 9.5257306 3.8992917 5.8902473 9.3855231 11.3794757 10.5748957 11.1544168 10.6625038 8.6541788 7.9718257 10.7098630 4.7271091 2.1623390 4.3322496 7.9739682 0.5773442 1.1623390 9.4699061 13.5469747 9.4228534 10.1048404 9.7745800 3.7938231 9.9686069 7.2847223 8.6834421 10.2997440 7.5913840 8.1184599 5.2212198 5.5712642 9.5431477 9.4661067 11.2913941 11.2728091 14.2322790 8.1883881 11.2155729 9.2355749 11.2758510 9.1038627 10.2738963 NA 8.3001709 11.2473556 10.5545752 8.5466634 10.0480222 11.4021232 8.6621717 9.7213841 11.3593377 11.1201534 3.6217589 9.6898029 8.2030538 5.2778025 6.4538797 0.5773442 8.0851580 7.4291121 12.6582641 10.0891160 8.7634776 10.7482272 10.0846624 9.2924673 9.2391414 10.9708450 8.8097842 7.8300290 10.2225714 1.3847130 3.3847130 6.3847181 1.5773442 7.2284147 4.6858897 10.8754259 6.8581340 9.7021308 5.4600053 NA NA 11.4444489 10.3652659 11.1206369 11.2299843 10.2497886 9.3967441 9.5841662 7.1358221 11.3135538 11.2340116 10.0099052 12.3116496 -1.4227525 -1.4227525 -1.4227525 10.2466913 8.9425922 9.3146107 7.4902524 13.0584690 15.2888555 11.4054998 7.1915212 9.5184110 0.1623390 0.5773442 -1.4227525 -0.4225591 14.5953461 8.8719841 8.4736956 11.7992525 -0.4225591 8.1319521 9.0661877 11.1620910 5.3455490 11.3921460 9.4999477 9.7053576 8.8205374 8.9404029 11.7236138 11.4601974 9.2933254 10.9040737 7.5745428 9.3806872 7.7397550 10.3343365 4.5908236 7.2319997 9.5969540 0.04982400 0.00000000 -0.00097017 0.42016000 0.07067300 -0.00207840 -0.00761010 0.00889200 -0.01725400 0.04982400 0.04982400 0.04982400 0.00000000 0.00000000 -0.44221000 -0.44113000 -0.00097017 -0.00097017 -0.00539920 -0.00346270 0.00000000 -0.04462800 0.00097064 0.00097064 -0.00761010 -0.00256520 0.00180300 -0.43717000 0.00680440 0.01363200 -0.01725400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 -0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 -0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5231729 6.0449689 10.0213429 6.9596415 NA 9.3146107 9.4607702 9.8490072 9.8714097 11.2128230 10.2907498 0.8992530 6.5829880 9.1232932 4.0367934 7.9238771 11.0070316 5.2212198 -1.4227525 5.8992917 4.7671887 0.5773442 8.3422347 6.3587233 10.2425305 11.0505617 10.7661994 7.2176078 -1.4227525 NA 0.1623390 9.8294373 7.7066466 9.3628157 -0.4225591 6.2638645 10.3895406 10.2963242 7.6911056 10.2355749 8.4102533 6.7169141 10.7350261 4.8252921 9.8563935 8.9686069 5.4353452 6.9127540 10.3533850 7.1994152 13.6844578 9.7745800 10.0031038 13.4634885 12.1743683 8.3554405 9.3611801 9.7770356 8.6740785 9.6707809 5.5773624 12.7658749 8.7721202 8.9227684 4.0036292 3.6217589 9.9093999 10.0871383 13.6028490 8.4827503 12.9427972 9.1957489 8.5460301 9.7892516 10.7938061 10.0969996 15.6471277 11.1544168 12.0308912 13.4462341 11.1740190 1.3847130 10.9313371 11.1055732 11.1876961 9.4661067 7.4415499 10.2288635 13.1336299 11.2610159 11.7400646 5.6107857 5.4353452 4.7271091 11.4475353 12.4925892 7.4538805 NA -0.4225591 11.4201065 12.7718124 11.6088871 6.5829880 11.0408877 11.288815 13.092262 11.050562 10.875139 10.163265 6.638059 12.541163 6.701485 8.962147 6.358723 10.488755 5.654178 7.036795 13.122683 8.692407 11.655848 10.442710 2.577368 14.088127 6.073857 6.139607 8.451361 10.361180 10.067211 6.403912 9.819942 10.248462 8.044969 10.773965 6.345547 12.216365 10.315878 5.484254 10.842099 10.548907 9.922214 1.747301 11.839164 9.510316 4.003629 10.136740 4.554644 9.611475 8.791683 9.774580 9.438861 5.654178 8.933815 5.100927 11.247356 10.383510 11.342649 12.658264 10.372185 10.574543 10.222571 10.775808 7.496227 6.582988 9.738495 9.323038 1.899292 4.036793 NA 11.571717 10.802770 9.455414 4.069212 8.131952 8.276068 9.764097 TCGA-B8-A54D 69 0 NA 830 kidney stage iii t3a nx mx male 2011 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 1 6 3 6 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.05648653 11.28006984 10.76396539 6.69510716 10.05648653 8.50857087 NA 9.37212982 9.00556252 NA 2.35881821 5.99109323 6.70932097 8.50450122 8.67352038 10.57702391 11.89526543 7.17644745 9.57217117 11.56778984 11.47412774 14.55196609 10.14411292 11.51262927 9.15063811 6.94378657 6.77836235 12.54889551 6.26571443 NA 7.08489234 9.70045394 10.18027904 10.17516765 4.84425005 2.35881821 9.02558061 9.50450142 11.57896041 8.80838537 6.68075193 10.61903787 9.76821493 9.77667648 6.96763321 11.32633842 4.20682292 9.82642948 9.50653768 8.71637604 8.91341274 4.79178282 11.71505582 10.48913707 10.27410578 8.30368259 NA 10.66245859 1.28178726 8.75799496 8.39883944 NA 9.96615429 9.86026309 8.76481620 9.22958312 3.35881821 8.74770225 9.65711565 2.03689011 12.38949107 11.26631554 6.81825494 1.62185261 9.68401236 8.45052381 10.41193526 8.32229819 8.44203738 15.20740776 9.15583700 8.21680502 10.64330110 5.99109323 10.02841776 7.74425530 11.45158106 5.46316141 12.58499526 2.62185261 8.72304620 8.82153070 9.47776494 8.78844004 2.03689011 9.53275079 8.86026294 12.39801719 7.56045818 15.20109649 9.54270747 10.13653299 6.91953912 11.23288316 NA 3.03689011 13.15567474 11.12103989 8.88238597 6.37674532 8.19676735 10.81168287 6.47984007 10.81579435 8.59148457 8.55653211 8.47152403 8.72339644 NA 9.73212417 8.35882392 9.81825558 10.12833117 8.46734837 8.86344448 11.63059508 9.33381213 12.58258435 3.94379008 0.03689011 9.67714086 9.33381213 9.05091629 10.01846310 NA 4.73733524 NA 13.28630563 4.12436122 11.13163334 12.33753441 8.96763321 9.37228613 9.72514622 3.73734065 7.18664317 9.81661523 10.81989407 10.47983936 11.03758601 10.73906854 8.63308568 8.91953882 10.37228623 3.03689011 2.03689011 3.20681511 8.62185847 2.35881821 NA 10.74511756 12.90937836 9.76481637 12.41519070 9.29192443 3.87483630 10.84586001 7.41193547 7.82290410 8.82153070 7.34067620 8.48810685 5.86978506 5.52874946 10.09488751 8.36332529 11.12899226 10.56632637 11.43403565 8.60051173 11.34580362 9.07855487 10.17388697 9.66442968 10.22424797 0.03689011 6.68075193 10.71197079 6.64836333 8.68186983 10.42921329 10.60959606 8.05926387 9.48604459 10.56534993 10.43028632 2.35881821 9.83293541 8.29983626 5.56045818 6.01417673 1.03689011 8.19171414 6.46316141 11.97132390 10.84586001 9.03124934 10.16875284 10.30835883 8.62935298 6.32229774 10.54369925 9.05370410 7.29428347 10.20054555 NA 4.12436122 5.86978506 5.24635108 5.08128849 3.62185261 10.65160569 3.94379008 9.18664292 6.39444726 NA 1.03689011 11.19487428 9.70932114 11.50857107 10.91647911 11.97610772 9.34977881 9.30133843 6.43007113 9.94378642 11.47828385 10.46839342 12.46813225 3.35881821 NA 0.03689011 10.03124934 8.77836268 9.65344469 7.92563929 11.15193947 12.68097744 10.13097359 7.38588914 9.80010814 NA 2.03689011 NA 1.03689011 14.61691881 7.65894764 9.60104536 10.70400736 0.03689011 8.77160534 8.71528457 10.79428589 7.39444812 10.85067700 9.32460812 9.71108806 9.04812309 9.15323990 11.36500975 11.10096491 9.80010814 10.51667609 8.15583675 9.70400736 6.01417673 10.56534993 4.62965387 8.47983926 10.18155407 0.0041632 0.0000000 0.0083351 0.0044411 0.0013868 -0.0084385 -0.0016629 -0.0040162 -0.4348500 -0.0023484 -0.0023484 0.0041632 0.0000000 -0.0138560 -0.6207300 -0.6012900 -0.6074100 -0.5984700 0.0018030 0.0044411 0.0015942 -0.0034627 -0.0127130 -0.0152650 -0.0016629 -0.0127130 0.0016642 -0.6051600 -0.0019399 0.0083351 -0.4348500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.164 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.164 0.598 10.69153190 6.63680875 9.71108806 6.90231964 NA 9.46943771 7.53674144 8.98394840 9.77667648 11.60022561 9.81332892 NA 5.81825494 9.65528134 2.62185261 7.90108229 11.04602463 5.86978506 1.03689011 8.30368259 5.56045818 0.03689011 8.94678904 6.37674532 11.77202027 10.57702391 10.36451586 7.90108229 NA NA 4.49632812 9.92259228 7.42060030 10.73733558 0.03689011 8.34067664 9.63494842 10.15842931 8.35430846 10.45158112 7.52874868 5.03689451 10.45896062 5.32229954 9.87136686 9.62373557 6.63680875 6.08129062 9.64607461 6.51262986 12.61267143 10.95799293 9.83293541 13.53350000 12.81682035 6.51262986 8.80176752 9.27051563 9.12965292 9.71108806 7.04812282 12.73776901 7.79844718 9.51869525 3.62185261 0.03689011 10.21680490 7.95575916 13.15567474 10.23656820 12.58258435 9.12435864 7.73038250 10.14149461 9.80010814 8.96763321 16.07478593 11.03758601 11.15713374 12.31708664 10.49735170 1.03689011 11.54072156 7.87609943 11.37507512 8.36332529 8.69867411 9.61243507 12.57484222 11.97316571 11.28185424 1.62185261 7.39444812 2.62185261 10.92182948 13.03935929 7.77836301 0.03689011 0.03689011 10.68345452 12.22177119 11.31034762 7.62185847 10.82968611 11.15907675 12.32576192 10.57702391 11.56778984 10.14411292 8.37228613 12.60675145 6.70932097 9.24146698 4.89487595 9.95873685 6.96763321 5.42921423 11.89715646 9.53873311 11.08333778 10.43135855 3.20681511 14.03328106 7.73691938 7.80508024 9.10806309 10.29192443 9.68435432 5.94378539 8.05926387 9.25606429 6.86978629 11.58523613 7.70223157 12.09319487 9.08946399 NA 11.59531656 10.52171870 10.27530055 0.03689011 11.36276344 9.66807284 4.62185847 10.23165272 3.62185261 7.97353379 8.62935298 9.29192443 10.17497560 5.32229954 9.07306935 3.62185261 10.71197079 10.21556066 11.49325028 11.97132390 10.38008156 10.64884280 10.20054555 10.99617334 6.18664317 6.63680875 9.83617741 9.75628460 0.03689011 0.03689011 2.35881821 10.56632637 12.43874599 8.29899091 3.03689011 8.77160534 8.01988924 10.32460823 TCGA-B8-A54E 62 0 NA 909 kidney stage i t1b nx mx female 2011 NA no NA kidney clear cell renal carcinoma 50 NA black or african american hispanic or latino NA NA 1 2 3 2 4 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6918262 11.7211323 10.5203731 10.1542452 10.6795559 7.9183749 -0.8921782 10.4725125 9.5794785 2.5672290 2.7688618 4.1521996 6.8559959 6.4915068 6.0964875 10.0378013 11.6671804 8.0236828 9.5361635 10.4631544 11.4540400 13.5242426 10.6556618 11.2960830 7.2163278 4.9657843 7.5129451 11.7764667 -0.8921782 NA 5.2777282 8.1467224 8.8340216 10.4719379 1.1078218 -0.8921782 8.9766260 8.9980677 9.8817666 7.1301710 5.1521956 7.6469619 10.1765816 11.4656302 2.5672290 11.4029982 6.1738930 10.5779537 8.3342156 9.8948896 7.3792666 2.6927619 10.3545438 10.5584991 11.0403871 9.0503178 1.4297499 10.8563358 0.6927843 7.9311707 8.8357239 6.7077167 11.8753671 9.2163278 7.6662240 9.6146068 3.0146945 5.8357245 10.5246008 6.0964875 12.6751653 9.2600882 9.8940729 3.1078050 9.8858640 9.8151625 11.2221963 8.8543177 9.1162319 14.2207314 10.8142993 8.8710156 8.7677991 4.7516619 9.7480482 7.7114295 10.8331695 1.4297499 12.2487928 1.9151767 7.0806108 9.5011937 7.6623921 9.3257610 5.5340678 9.2383739 9.1232184 13.7164046 7.1190303 13.3446113 6.0619986 9.3975685 11.6318552 13.2426307 -0.8921782 9.2524615 10.0422313 9.7969277 8.0444411 5.2163268 7.8825905 8.9005936 4.2777319 10.5820162 8.1549274 7.6352806 8.7132827 11.3071689 0.1078218 9.6440506 9.1398491 11.1846189 10.2877124 8.0296445 6.1412264 12.0699890 8.7766883 7.4871816 0.1078218 5.1952649 9.9881521 9.6432440 8.6814503 10.7744711 NA 3.4297365 -0.8921782 13.0334504 12.7968185 9.6205437 11.8776411 8.9995869 10.2032003 10.0590879 8.3000963 7.1357093 8.1273939 10.9082988 8.8168870 11.5990777 10.1315576 9.4817558 12.0160082 10.3305982 1.9151767 1.4297499 6.8559959 8.8559962 4.3172534 1.1078218 10.8543176 12.0240560 7.5465951 10.0281561 9.8056396 2.9151576 9.3497863 7.6195561 7.0083076 8.4184160 3.5672290 8.7784596 1.1078218 5.5340678 11.8123554 8.4342329 10.8004188 10.3099272 9.4297314 8.1078035 12.5424315 9.5743895 10.7095741 8.4387203 10.7316848 0.1078218 5.4115856 11.3120688 3.2180062 8.8891793 9.1287831 10.4012749 6.8357233 10.3342155 9.9271840 9.9611128 2.8082409 10.6546978 9.0129044 3.4297365 3.9657843 -0.8921782 6.0619986 5.8082435 11.8603930 10.7735833 9.2789800 10.7053903 10.6175783 8.4893462 6.2267436 10.9350031 9.7011943 6.9657843 10.3815989 2.8082409 6.3839272 5.2976280 NA 4.6313662 3.5672290 11.1277415 4.8626894 7.0086706 7.0503178 NA NA 10.9835527 9.3943611 10.5481534 10.8639426 10.8280475 10.9375260 8.5835368 6.5371687 7.8626907 10.4240848 10.2664129 10.4942047 -0.8921782 NA NA 10.0750296 9.5108154 7.8660264 NA 8.4364784 10.9139501 8.0706995 9.9034047 9.5044081 0.1078218 -0.8921782 NA 6.8891632 12.4519605 7.7298552 9.0370618 11.1816102 NA 9.5621025 9.5728289 12.6913562 6.1078029 9.7011943 9.4675528 8.8875225 8.4454250 9.6185674 11.0041357 10.5092161 10.5108153 11.1374356 7.4609497 7.9438534 10.3390244 8.7114295 4.8040742 8.1723845 10.7588550 0.00055459 0.00374650 -0.02958400 0.00249690 0.29785000 0.00513590 0.00041593 -0.00526100 0.01628600 0.00055459 0.00055459 0.00055459 0.00374650 0.00374650 -0.02958400 -0.02958400 -0.02958400 -0.02958400 -0.00538530 0.00000000 0.00180300 0.00027728 -0.00747200 -0.00747200 -0.00221680 -0.00912860 0.00221930 -0.00705760 0.30889000 0.01363200 0.01628600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.296 0.296 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.296 0.296 0.000 0.000 0.000 0.000 0.000 0.000 9.7525610 7.8891632 7.8891632 6.4989178 1.1078218 8.8271922 2.1077883 7.6148048 12.3448638 11.5684205 11.1627467 3.2777319 6.4915068 9.7758019 NA 8.5815091 12.2527801 1.1078218 -0.8921782 6.7588548 3.8082409 NA 9.0236826 7.7335123 10.4171830 10.0378013 11.0493975 8.4543170 0.6927843 2.9151576 2.6927619 9.6235031 8.2163278 9.2613552 -0.8921782 4.8082409 8.3318051 10.5759182 9.3955157 8.5171942 8.7766883 10.3891538 10.1799360 3.5001264 9.7362489 9.9781680 7.3025603 4.2777319 9.8593473 7.2877124 14.3268583 12.1659642 9.4398398 13.7096901 13.1120238 7.0734722 7.5996563 8.0146939 6.2676744 9.9167674 3.4297365 11.9856625 8.0503178 9.5538527 1.9151767 NA 12.4107278 8.0706995 12.3240945 8.0056487 7.4871816 9.2137118 8.9359397 3.6927619 5.3366226 8.9995869 12.1550976 11.5990777 10.9418792 12.6633511 10.2914387 0.6927843 11.3022524 11.3372230 11.9915921 8.4342329 7.9595523 9.8030316 13.0003461 9.5076153 11.3754678 4.5672351 6.5256555 8.9279824 12.5999068 12.5692827 3.6939664 NA NA 10.0525153 11.5577257 11.0832393 6.6235026 10.7435214 10.9766258 12.6700457 10.0378013 10.4631544 10.6556618 5.3557317 7.8357239 4.4297298 9.3757604 5.0146945 9.5804941 2.5672290 3.5001264 12.3093116 9.5538527 10.6828698 10.6690913 1.6927843 13.5541758 6.0194951 6.2575500 8.0715954 11.5068141 8.0026210 3.8626894 8.0735878 10.3420220 9.6861761 11.0292723 5.9904467 9.8416661 7.9470068 NA 12.0150695 10.4888054 9.6927658 NA 11.3016366 9.6937047 1.6927843 9.2537355 2.9151576 8.8710156 9.3305983 9.8056396 9.2593401 5.0850847 8.9183749 0.6927843 11.3120688 11.6911212 10.5398231 11.8603930 12.0045141 12.4328276 10.3815989 10.5081491 8.8391222 9.3184746 9.4319839 7.7516592 3.8626894 5.7516592 -0.8921782 8.3025603 11.7902427 9.2163278 1.1078218 9.5621025 9.4719379 9.3209075 TCGA-B8-A54F 49 0 NA 519 kidney stage i t1a nx mx female 2012 NA no NA kidney clear cell renal carcinoma 30 NA black or african american not hispanic or latino NA NA 3 3 4 5 2 5 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1449623 10.4926496 7.9393582 6.8664271 9.6319615 9.4116629 10.1624762 7.7647714 9.2874631 NA 3.3576365 6.6475923 7.2074634 9.7797151 8.6097900 11.0244286 11.4956754 8.2531355 7.9794355 10.9880562 12.9224321 14.0356176 10.2325546 11.5905110 8.1205282 7.2408219 7.5840267 13.5940074 7.2325543 NA 8.6565807 9.5461675 10.0587378 10.1646505 4.8340032 1.7896041 8.6661281 9.5953550 10.9701419 10.4189677 5.1471642 4.7896093 10.2633169 11.0505307 6.1990029 9.8863262 3.2490357 10.6874566 10.8482794 8.3820680 8.1733154 4.4900502 12.3983280 9.5021382 9.6568900 8.3556652 2.5969590 10.1944866 1.7896041 8.7379784 8.0375387 0.7896041 9.9214682 9.4935146 8.5378039 9.3653772 3.7896145 6.6844288 9.1776283 6.4620360 12.1397216 10.5553116 9.1227664 7.4969704 11.5851598 14.7813101 10.0375386 9.0455131 9.5494994 15.8587462 9.5192319 8.3365057 9.4280471 4.6965002 9.8876432 8.0703818 10.5937422 8.2814641 13.4431280 3.0436070 9.0315228 8.1819284 10.6452583 9.4584960 2.7896041 9.6537972 8.9240375 11.3769198 7.9137326 14.4134732 9.0422766 10.3958220 7.6351014 10.2784555 NA 9.5226264 11.9485364 10.9437964 8.2653445 2.1115322 8.2325548 9.5824015 8.1205282 11.9185721 10.3726939 8.0039305 9.2490428 9.3839358 2.5969590 9.9892835 8.0375387 8.5643984 10.2095713 9.3932375 9.2914484 12.4657776 9.7782958 12.5474178 0.7896041 2.1115322 10.1537458 8.4081433 9.0888192 9.7452610 -0.2103959 1.3745666 -0.2103959 14.0597604 5.3131733 10.9812873 9.5742459 9.3092474 8.2814641 8.8717602 4.5444978 8.1559334 10.2459656 11.1592085 9.0399096 11.3104900 10.8126724 8.7144238 8.6382342 10.7683216 3.6965058 4.8340032 7.3053112 8.2325548 1.7896041 0.7896041 10.0268211 12.7049303 8.4584960 10.8387790 9.5209302 1.5551290 10.7284556 7.9595360 9.8350569 7.8340051 7.7321254 9.9819040 8.8008384 6.3442000 9.0184297 8.9843680 11.7973392 10.6335322 12.5384329 9.0587378 11.2273632 8.9941823 10.2346260 9.2633169 7.2158756 -0.2103959 8.2974056 11.1765514 11.5679717 7.5388772 10.6311755 10.8942099 9.6382341 9.9682760 11.8299008 10.7782958 4.4334669 9.1405504 8.8429669 5.8119796 8.8955195 NA 9.0446397 7.1383394 13.2738047 9.7910193 8.7203486 10.7818414 9.9905098 9.4986949 5.3442000 10.5800818 8.4935148 8.2325548 10.4298561 2.3745666 5.5444978 11.0819328 2.9595291 6.7553950 3.8770767 10.6280273 5.1819294 9.9342694 7.9865822 NA -0.2103959 10.7488886 10.5064306 11.7535909 10.9763444 11.9620386 8.4513892 9.8607516 6.0264858 11.4734830 11.2749373 10.0842319 12.0211324 NA 1.7896041 NA 9.5872727 8.9393582 9.7321257 7.3895238 13.2196716 14.0840883 11.9920411 6.7712359 9.3783259 NA 2.7896041 NA NA 16.4376176 9.2158759 10.0922500 11.2889588 NA 7.7839647 9.3238361 10.8482794 7.3594667 11.0446397 9.0911074 9.5511624 8.6995041 9.1711540 10.8543539 10.3432405 9.8064194 10.9406277 8.1559334 9.7726047 8.5072876 11.2784555 5.2464157 7.5447659 9.7262492 0.00000000 0.02440800 0.02310000 0.01614600 0.00708260 0.01349200 -0.00013862 -0.02370300 -0.01958900 -0.01806900 0.00000000 0.00000000 0.02440800 -0.72279000 -0.70487000 -0.70487000 -0.70487000 -0.70487000 0.01992300 0.01614600 0.01195800 -0.00193990 -0.00304750 -0.00304750 -0.00013862 -0.00207840 0.00026819 0.00000000 -0.01354000 -0.06665200 -0.01958900 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7218259 6.9695201 9.9317182 7.4032166 2.5969590 8.8955195 9.5327625 9.9431885 10.6113851 10.9856907 9.6615164 2.1115322 5.7668919 9.2814641 4.1819294 5.7203496 10.0990875 8.8008384 0.7896041 6.9695201 5.1115405 2.1115322 9.1250014 8.7668909 11.3324060 11.0244286 10.5032125 6.3287701 2.7896041 NA 2.3745666 9.6256615 7.3969412 9.5124187 NA 6.8981358 10.5611006 10.4451418 7.4969704 12.1104117 8.8367349 6.9085523 11.3214799 5.3442000 9.8271582 8.6599759 6.8770743 6.1115384 10.0148186 6.8981358 12.6739725 10.1416545 9.6537972 13.1315469 14.0142158 6.7084742 9.4761117 9.6303891 8.3053112 9.0956729 4.4334669 13.4705200 9.1471632 10.0853800 5.9393582 -0.2103959 9.9645368 9.1137916 13.9459313 9.2572167 12.5474178 9.7510608 8.2774511 11.3969414 10.7825494 9.3092474 15.5236062 11.3104900 12.0879601 13.6580479 10.7811330 2.5969590 11.1872858 9.1405504 11.3043252 8.9843680 8.6995041 9.7726047 12.5905110 10.4690912 11.3136581 5.3442000 6.3131733 8.3670399 10.5742460 12.5758808 6.7438071 NA NA 10.5268584 12.3192857 11.8637292 7.4189674 11.1592085 11.669960 12.638038 11.024429 10.988056 10.232555 6.999064 12.810417 6.447822 8.890273 5.877074 9.374574 6.199003 7.743808 12.507701 8.168989 11.139445 10.451389 3.959538 13.943638 6.188098 5.672253 8.464545 9.344200 9.644479 6.344200 9.077323 10.377389 9.001499 10.984368 5.696503 10.882368 11.057568 3.959538 11.195816 10.321967 10.295423 NA 11.631569 10.628815 3.490057 9.703996 9.072699 8.273427 7.772605 9.520930 9.163564 5.111541 7.749613 4.490050 11.176551 10.412578 10.994182 13.273805 9.881046 10.612182 10.429856 10.731392 7.433467 8.032785 9.537804 9.909849 2.111532 1.374567 NA 11.225281 11.545504 9.838098 2.959529 7.783965 7.684429 10.820278 TCGA-B8-A54G 50 0 NA 53 kidney stage i t1a nx mx male 2012 NA no NA kidney clear cell renal carcinoma 7 NA black or african american not hispanic or latino NA NA 3 2 4 1 3 6 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5035940 11.7289665 10.6815120 8.2098627 9.4375642 9.1049153 5.7019233 9.3569385 9.0251739 NA 4.2785647 5.8995237 7.7150985 7.2956826 8.3746079 10.8402534 12.3213521 7.1577400 9.6123387 11.4165465 11.4243388 13.6169443 10.3282012 11.0633436 10.0732899 6.3515912 6.5919501 14.0736496 7.3641907 NA 5.8782447 9.5224532 10.1042896 9.9863065 4.3260555 2.5187114 8.9740282 9.7035764 12.4907235 8.5739834 7.0630218 12.5798472 9.7451133 10.1480577 7.6514148 12.6565461 2.5187114 10.7318053 9.5073858 8.7618750 8.3662802 4.3260555 12.6598503 11.0015090 9.8886618 7.3515912 NA 10.8907463 1.0007212 8.4690137 7.8995231 1.2556820 10.0790339 10.2863338 8.8421313 9.3913966 -0.0662763 8.8511106 9.8791824 0.9337237 10.6965358 11.1294183 6.2466209 2.5187114 9.8621904 8.5576199 11.5062019 8.7886071 8.3174429 15.7169798 8.9052820 7.7854878 9.4315904 5.4094724 9.9774494 7.7854878 10.6768900 3.7410894 12.1097558 2.2382366 8.8524231 9.3600034 8.9835871 9.2466216 2.5187114 9.5901633 8.7491219 12.4783408 6.5775950 16.3696565 7.0317701 11.5265062 6.5410687 11.4653637 -0.0662763 0.9337237 13.2659150 10.9421672 8.6096955 5.5484490 7.8436315 9.5829947 8.9616445 10.9145922 8.6514148 8.8255223 8.5703631 8.5205782 1.2556820 9.2912907 8.0936098 8.9903763 10.0771217 8.7035762 6.8526019 12.0353696 9.4592595 13.0926638 1.5186862 2.7411002 10.1431919 9.6437700 8.6936267 9.9103027 NA 5.1235627 -1.0661253 13.8249527 4.0212043 10.9113763 12.2918403 9.0132233 9.6298367 9.8555794 5.3766828 7.1721434 9.8864797 10.6798329 9.2624134 11.3798785 10.6346117 8.1284955 9.5874794 10.8428816 4.1816671 0.5187365 3.9781315 8.6202393 3.0211954 -1.0661253 10.6110178 13.6050585 9.8156172 11.3774592 9.2295074 3.4573054 10.5224531 8.0264958 8.7633820 12.4252159 6.2098627 9.2890896 3.8406244 4.4651190 9.8041033 8.5937343 11.2899154 11.1709485 10.6932107 9.2879880 11.7314001 8.8511106 9.6176104 9.8002447 9.5874794 -1.0661253 7.7475197 10.6777314 5.8163821 8.9889667 9.8443813 10.8604052 8.9138782 10.0409557 11.1266478 10.7967633 2.6341750 9.8488709 7.8945225 6.2646546 6.4728971 -1.0661253 7.9252607 6.6616584 12.3206788 11.1071034 9.1673582 10.4069369 10.1625572 8.4787029 3.4573054 10.7326031 9.1733371 7.3260564 10.3071475 -0.0662763 5.4255902 4.5484490 1.7411002 6.8526019 3.3260627 10.2735885 4.2556669 9.3174429 7.1417291 -0.0662763 -1.0661253 10.9650952 10.3425990 11.5894929 11.0623774 11.7721546 7.5261956 9.5392181 6.4257513 9.2590441 10.9298589 10.3772001 11.5007439 -0.0662763 0.9337237 0.9337237 10.2573564 9.1321835 9.7330202 9.1284955 12.0307831 11.0983313 8.3324824 7.3523083 9.9153058 0.5187365 0.9337237 -1.0661253 NA 14.3039151 8.0860231 9.6149770 9.3473665 NA 8.4573004 9.0594621 10.6709859 7.0783964 11.3019722 9.9554126 9.3152816 9.4155379 9.3982843 11.2266353 10.4280941 9.6785723 11.2755353 8.1480576 9.7598659 7.7634614 10.2116071 3.9041276 7.2384773 10.4830419 0.00083195 0.01754400 0.49787000 0.48837000 -0.00112820 -0.00664320 0.00249690 -0.00498440 -0.03122300 0.00083195 0.00083195 0.00083195 0.01754400 -0.49913000 -0.50584000 -0.50194000 -0.50194000 -0.50194000 0.00917050 -0.00055444 -0.50079000 -0.00055444 -0.00456950 -0.00456950 0.00249690 0.00221930 0.00917050 -0.49673000 -0.00337180 -0.00346270 -0.03122300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2885389 6.8585505 9.4921592 6.8398475 0.5187365 9.6625094 6.4573004 9.1410337 9.8995228 11.2713493 9.6701405 0.9337237 5.8762542 9.7459158 5.6195392 5.4573021 10.5456855 3.8406244 1.2556820 7.1136474 5.3931690 1.7411002 9.1661596 6.5775950 11.3164679 10.8402534 11.1117186 8.8240028 -0.0662763 NA 2.1036655 9.7815789 7.7313998 9.7579018 -1.0661253 9.2121880 9.3335505 10.1846290 8.5429173 10.6298367 7.3766820 5.2735868 10.5012194 6.1334115 9.7689994 10.3104066 6.9616442 6.3515912 9.7760889 6.6061638 12.7123291 11.0145561 9.8224818 13.5030008 13.5319074 7.4013438 8.9574930 9.5802972 9.5205784 9.3797879 7.6237367 13.0098861 7.6785727 10.5054912 3.7410894 -0.0662763 9.8002447 8.1111581 13.0579407 9.4114968 13.0926638 9.3890658 8.0809433 10.6211142 10.3006071 9.0132233 15.3150956 11.3798785 11.4528834 13.5124061 10.7277482 0.9337237 11.7222530 6.3431289 11.1331042 8.5937343 8.2556664 9.9512429 12.5535000 12.7091431 11.5217481 2.1036655 6.5990738 3.8406244 11.2638151 13.0537334 7.6272252 NA -1.0661253 10.2483218 12.5725138 11.3393720 7.5336513 10.5937344 10.9971337 12.3496123 10.8402534 11.4165465 10.3282012 8.6202393 12.4166725 7.0212010 9.4023626 5.3600025 9.9393631 7.6514148 4.9561078 12.0128566 8.3303433 11.2002323 10.1869952 2.1036655 13.0701690 7.5021890 7.6061638 8.8120348 9.6350449 10.0297948 6.1721434 7.8615162 9.6132187 7.2420775 11.5724007 8.1887673 12.9691391 9.0092178 -1.0661253 11.8015964 10.7142783 10.5699100 0.9337237 10.3276652 9.7901641 5.1625565 10.6123387 3.2556669 7.7917197 5.9449662 9.2295074 10.0341184 3.4573054 8.4825603 -0.0662763 10.6777314 10.3500083 11.5380601 12.3206788 10.4355758 10.6123387 10.3071475 10.9376078 7.3808221 7.4997925 9.8930160 9.6471251 2.8406244 NA -1.0661253 11.1343307 12.6198998 8.5054912 5.1036655 8.4573004 7.8850234 10.4449970 TCGA-B8-A54H 69 0 NA 256 kidney stage ii t2a n0 mx female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american NA NA NA 3 3 1 5 3 7 2 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7264437 10.3483677 9.8661461 7.9368911 10.1359029 7.2912554 -0.8147677 8.1129915 9.0126896 -0.2297207 1.3162616 5.7399372 8.5061477 10.7808376 8.3414303 10.8628465 11.7752322 7.3552718 10.3960184 11.0047278 11.9524969 14.0956307 10.2591539 11.3303239 8.2754597 6.4753654 7.1219852 10.5151433 6.5207381 -1.8145140 8.8362732 9.9085813 10.2684939 10.0530119 3.4332800 -0.2297207 8.4117593 9.5301978 10.5995037 9.0549410 4.9132676 8.6631055 10.1289607 10.4497897 7.2132530 10.3893067 5.1853472 10.7566256 10.3458487 8.2714831 7.7646633 1.9926959 10.5843579 10.4962438 10.5792737 7.8292033 -1.8145140 10.5317694 1.5358539 8.9194894 8.3477383 0.7702793 10.1997163 10.1782854 8.6272537 9.8577944 -1.8145140 6.6851931 9.7010468 2.1853591 10.9779340 10.3944957 9.2628303 5.3947988 11.0994088 13.2142891 10.8714098 8.8346031 10.1550933 16.2991655 9.4368294 8.6053073 10.0782693 4.9402325 9.7843301 7.4891278 11.0501136 7.2514360 12.2494161 2.3552700 8.5189832 9.5565792 12.2777739 8.9343785 5.8648275 9.8160693 8.6911586 12.2551324 7.7852602 15.1069008 9.3874709 10.7568224 7.1071878 11.6254376 -0.8147677 2.3552700 13.6836041 11.5830217 8.6042537 2.2727996 8.7059658 11.1550933 6.4661181 11.7757002 9.7866535 8.8372955 9.3016910 8.9886711 NA 9.7968330 8.6580379 9.7035084 9.8827491 9.3407977 7.9098607 11.3543576 9.7447242 12.3685947 2.0922413 -0.8147677 9.8381920 9.5610273 9.1944759 10.2104866 1.8857696 4.9667073 0.1853591 13.4900549 9.5862266 10.5243619 12.9735046 9.2800845 9.3527651 9.7312768 1.6447792 7.1012267 10.5467426 10.8271730 9.6772001 11.2075120 10.4894131 8.6871842 6.9166665 10.9799659 6.3502532 1.9926959 4.5776645 8.2338339 1.5072619 0.5073126 9.4620531 12.8475703 9.4497896 10.6537165 9.6272537 2.7089156 10.2846948 7.9862471 9.5835029 12.2689095 7.7703097 9.2521091 6.3652568 5.6851917 10.3046125 8.9175144 11.4372732 11.5253362 13.0748985 9.0702806 11.9202683 9.2833792 10.1683407 9.0656959 9.6741914 0.9926959 8.5603863 10.6844455 9.5014985 9.2819173 9.8051085 11.9479367 8.9318615 10.3239388 11.2907645 10.9423203 5.4614729 9.5840908 8.5890196 5.1511323 7.7206225 0.5073126 8.3016910 7.3146304 12.6147538 9.8457888 8.8978742 11.0537838 11.1768689 9.4690141 8.2634979 10.8937477 8.9410693 8.4189666 10.2038950 3.2297417 5.1740308 7.4521333 1.9926959 8.6570222 4.4332733 10.6995679 6.0308370 10.0293702 5.7666985 -1.8145140 0.1853591 11.2370658 10.5268659 11.4908388 11.0744707 11.8514601 8.3960186 9.1860444 6.3403166 11.5299204 11.0566748 9.8909794 11.6952457 NA -0.8147677 -1.8145140 9.9878634 9.0300527 9.0929889 7.9166659 14.1519426 13.8040480 11.3447454 7.0218706 10.1496879 -0.8147677 1.1853591 -0.8147677 NA 13.8137071 8.1071878 9.6585455 11.2733071 -1.8145140 8.8506829 9.0487280 10.8513490 6.4093485 10.1793468 10.2856809 9.9703908 9.0331873 8.8970141 11.4747896 11.0801648 9.7172158 10.9761028 7.8073987 9.9409607 8.5862266 10.4776686 5.4311850 7.8181239 10.1558125 -0.071585 0.022046 0.033994 0.496000 0.024570 -0.078790 -0.075324 0.011979 -0.022585 -0.082336 -0.064890 -0.071585 0.022046 0.022046 -0.477530 -0.477530 -0.477530 -0.477530 -0.059517 0.017845 -0.066767 -0.102970 -0.077857 -0.077857 -0.075324 0.014699 0.018545 -0.072145 0.011538 0.018265 -0.022585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1486044 6.9030238 10.8810103 7.1831758 -1.8145140 9.5722873 12.0597521 9.9012318 9.3874709 11.3648970 10.1097885 0.9926959 5.9535307 9.6620933 2.5072872 8.8137927 10.5923492 6.3652568 0.5073126 7.2860097 4.5603848 NA 8.7778040 7.1131254 10.7249663 10.8628465 10.7779816 7.5625576 -0.8147677 NA 3.0433270 9.8810104 7.6468265 9.0370961 -1.8145140 7.6178891 9.837296 10.091486 8.661080 9.807857 8.995115 5.569051 10.724021 3.611609 10.062631 9.693637 7.005526 6.946898 9.869657 6.755203 13.384559 10.641958 10.102346 13.598115 12.717886 7.283379 9.235876 9.511777 6.896153 9.518502 6.355272 12.925971 9.740895 10.281733 4.162629 1.185359 9.721594 8.475366 12.401790 9.887520 12.368595 9.471327 7.843559 9.890979 10.778972 9.280085 15.637097 11.207512 11.079596 13.017001 10.808085 1.885770 11.391140 9.750925 10.072187 8.917514 8.143900 10.079407 12.656324 10.740655 11.382404 3.966707 6.037097 7.221520 11.111087 12.817036 7.005526 NA NA 11.162985 12.472987 11.452526 7.607412 10.940861 11.453304 12.847014 10.862846 11.004728 10.259154 7.350254 11.194651 5.577664 8.893569 4.940233 9.847125 7.213253 6.818342 13.184793 9.064930 11.465683 10.086591 2.433280 14.395581 5.827471 6.011896 8.768881 10.335412 10.346164 9.717703 9.244692 10.058407 8.663105 11.190445 5.792678 11.515003 10.807856 2.433280 11.931966 10.746635 10.160120 2.507287 11.202155 9.856003 2.272800 9.936891 5.829203 8.838192 8.376406 9.627254 9.700549 3.092241 8.733206 5.092237 10.684445 10.463216 10.897229 12.614754 10.576591 11.116454 10.203895 11.104955 7.701047 4.594740 10.104210 9.963013 NA 4.857772 -1.814514 10.080544 11.416172 9.598446 5.005526 8.850683 8.566890 10.313664 TCGA-B8-A54I 48 0 NA 150 kidney stage i t1b nx mx male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 3 6 2 5 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.1713965 10.8542319 9.3137075 8.9783063 10.0410420 9.4902053 NA 7.6820634 8.6740800 0.3164933 3.6492361 5.3609226 6.2707252 8.9711641 7.7963083 10.2648954 12.3432244 5.0444466 11.1339115 10.7012956 11.8118835 13.4002193 10.0324900 10.7385929 9.5100534 6.9014908 6.0978889 15.3723189 7.1745093 NA 7.0708143 9.9621865 10.0571521 9.9339955 3.9603820 2.1238979 8.9257069 9.0995264 11.9201545 9.0714157 5.9312386 10.8816302 9.4726112 10.4289676 8.9783063 11.2909427 6.3826171 10.4700802 10.2428241 8.9800862 8.3108818 5.0169687 12.6337994 10.6850346 10.3561326 7.1807138 6.8906291 9.9061793 2.6754772 9.4281334 8.0376271 2.1238979 10.3738430 9.5938156 8.0913153 10.1771495 2.3165223 6.8322280 10.2226670 2.3165223 10.8361644 10.5119003 9.1383020 2.6384678 10.1079514 11.8156265 10.2895079 9.3416676 9.2880717 15.9965579 9.0100150 7.9603843 10.1930450 4.8083799 9.1222720 7.3772244 12.5941061 6.9164408 12.6203088 3.2050327 9.6212786 7.3986770 10.3866491 9.1446646 2.4864570 9.8153774 9.1141897 11.4445224 6.6563777 15.3508056 9.7312133 10.8342959 7.8123833 10.4801778 0.3164933 4.8400906 13.6966509 10.7385929 8.3361187 4.3165295 9.1682772 9.4611864 10.6191670 10.8430274 8.0880175 8.7942862 8.9440619 9.0978878 3.0169598 9.1915094 9.3485739 9.3151185 10.3478847 10.0126262 6.7088452 11.4600867 9.5100534 13.0329189 4.1745103 -0.6833908 9.5879910 9.2076891 8.8768610 9.9117856 NA 6.5926529 2.6384678 13.8646878 9.9005511 10.5733265 11.9038368 7.9995226 10.3650150 10.3826173 4.9889528 7.2294178 10.1149999 9.8720758 10.0021530 11.1649280 10.2516932 8.6915677 9.3513271 11.2052714 1.6384446 2.1238979 -0.6833908 9.3663766 4.5259811 0.3164933 10.9999614 13.1459536 8.9711641 11.0187008 8.4039911 2.7759566 10.3073412 8.2794239 8.6865397 8.6652563 6.3933441 8.7490699 10.8629403 6.2590427 9.1254923 7.8322280 10.6685715 12.8608889 10.7174076 9.4738750 12.8490058 8.9621866 8.7922616 10.4935676 11.2765300 3.4039903 7.6828507 10.2189032 4.6870439 7.3051561 9.9621865 11.3976786 9.1238829 9.3636521 12.1778089 11.1234804 4.5259811 10.6452030 8.4044153 5.4039903 8.6429575 0.3164933 7.0512372 6.4560800 12.4708716 10.8158757 8.7023905 10.6111489 10.6801154 8.1174280 4.8711192 11.6285318 9.4119251 8.2765302 9.5620808 -0.6833908 5.0169687 6.0030287 5.7064394 8.2851950 2.1238979 10.1807143 3.0169598 10.4315718 7.3243966 NA NA 11.1783905 10.1752862 11.3444341 10.5038802 11.7774959 7.9818641 8.5308472 6.8854719 10.7007723 10.0187008 9.3826173 11.5420368 0.9014945 NA NA 9.7333257 9.9449736 8.5715566 7.5644559 11.8128826 12.6450628 9.4026644 6.6111488 9.5715566 NA 2.7759566 1.9014945 4.4458128 14.2608284 6.8479092 9.1430765 10.3214508 NA 8.2590427 9.4426647 10.6652562 7.9089852 11.2033678 10.7947922 8.9942476 9.7511564 8.8634225 11.5026423 10.2851949 8.8083812 10.9349136 7.8595596 9.4237452 8.2443063 9.8223396 3.9603820 8.0204316 11.9736232 -0.0120950 0.2488600 0.2973700 0.5835400 0.6124400 0.2989100 -0.0100270 -0.0057956 0.1000900 0.0188710 -0.0120950 -0.0120950 0.2488600 0.2488600 -0.3599400 -0.3581200 -0.3581200 -0.3581200 -0.0412290 0.5869400 -0.0409580 -0.3756700 -0.0425870 -0.0425870 -0.0100270 0.2717200 -0.0523110 -0.3550400 0.3040100 0.0282680 0.0929660 0.000 0.000 0.272 0.272 0.291 0.291 0.000 -0.355 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.270 0.270 -0.358 -0.358 0.000 0.000 0.584 0.584 0.000 0.000 0.612 0.612 -0.082 0.294 0.000 0.000 0.100 0.100 0.000 0.000 0.272 0.272 0.291 0.291 0.000 -0.355 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.270 0.270 -0.358 -0.358 0.000 0.000 0.584 0.584 0.000 0.000 0.612 0.612 -0.082 0.294 0.000 0.000 0.100 0.100 10.4902053 6.8711167 9.7480258 7.4512111 0.3164933 9.3933437 12.3242562 10.1332558 10.0178345 11.7441212 9.8634225 0.3164933 5.4039903 9.6784718 2.6384678 6.9238587 10.5143591 10.8629403 0.9014945 6.4039903 5.1991698 2.3165223 8.2173950 7.5501480 11.1102656 10.2648954 11.1649554 7.1557320 0.9014945 0.9014945 0.3164933 10.2014617 7.5259811 9.0427464 1.6384446 7.9995226 9.9349136 9.6674673 9.0359169 11.3392427 8.2938082 6.6740807 9.6740801 3.6384562 9.9449736 9.8806776 7.2531658 9.4341712 8.8459585 7.2413406 12.6814835 11.3866490 9.4092853 13.1623122 12.4539996 5.9458839 9.1899723 9.7820945 9.7922616 9.5137448 5.7259183 13.0036850 8.1270998 8.2113457 5.8083825 1.9014945 10.6608240 6.6474455 13.0313102 9.4927012 13.0329189 8.5259815 7.6959061 11.8373923 11.0776637 7.9995226 15.9198357 11.1649280 10.9192270 13.1317112 10.5192641 2.4864570 11.9305477 8.7656766 11.2765300 7.8322280 7.8361646 10.0622024 11.8327206 10.7018513 11.0324901 7.1494179 6.9960079 5.6384562 10.5943966 12.5613379 7.0512372 1.3165513 -0.6833908 9.8312422 12.5535886 10.6546350 6.7677395 10.0238873 11.2743557 11.9436059 10.2648954 10.7012956 10.0324900 6.9312375 14.0558341 5.9458839 9.4224365 6.9238587 9.4106059 8.9783063 2.7759566 11.6251231 8.9621866 11.4036594 9.3023700 2.7759566 13.0665023 8.6751794 6.6294105 8.4986741 10.0630425 9.7615429 5.6915677 8.1557320 9.7227331 6.7088452 11.4586352 6.4039903 11.7757036 9.5112850 2.1238979 11.9284750 11.3447795 10.0444486 1.9014945 10.6440808 9.5284164 3.0169598 9.7687694 7.7385929 8.0780793 6.0579961 8.4039911 10.1534069 11.5171203 8.3718106 3.4864570 10.2189032 10.3023700 10.6937386 12.4708716 10.4059785 10.6151636 9.5620808 11.3281048 7.7922613 6.6740807 10.5507468 10.0946053 4.7759618 0.3937457 2.9014945 10.5423381 11.6768402 8.1588783 5.0978889 8.2590427 8.6959065 10.0143645 TCGA-B8-A54J 60 0 NA 528 kidney stage ii t2a nx mx male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 2 4 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5056705 9.7329872 8.9852952 6.7213986 9.9836793 7.0730115 -0.4027787 7.7801690 8.6913555 -1.4027787 1.3087686 5.7058010 7.2977178 11.0618236 9.0810935 10.7957229 11.8253449 6.6251843 9.8646497 10.5824082 12.1199819 13.5617974 10.4404138 10.9914725 7.8826803 7.2626136 7.1480250 11.2180338 5.9101618 1.9191875 9.2439715 9.0484891 10.6004444 10.0648834 3.4046307 -1.4027787 7.9679651 9.5265362 10.4883020 10.0735177 5.0730104 8.2357137 9.7659499 10.2998834 7.6873904 10.3945341 5.5859630 10.5688213 10.8070358 8.3555009 8.7571493 3.5041627 10.5979821 10.3080843 10.3700048 7.7520963 0.1821838 10.4949909 0.9785617 9.2266345 8.1971906 0.5973166 9.9175143 10.2110673 8.1990485 9.1436322 NA 6.7110199 9.3819128 1.4046307 10.6720883 10.7830825 9.4198485 6.8115969 10.3517019 10.8000139 11.1077948 8.9086403 10.8731113 15.4946388 9.7527285 8.4396281 9.3521653 5.0730104 9.5101672 7.0277302 10.7281701 6.6900343 11.7654798 3.0567049 8.8906574 10.2780769 12.3686641 9.1981199 4.9010600 10.2004405 7.7031865 11.6938283 7.3521653 16.3327600 9.9771976 10.7987095 8.0066689 11.4068450 NA 2.9895932 13.1872800 12.2798336 8.7432100 3.5041627 8.4753289 10.8338901 7.0851176 11.0585014 8.7278483 8.5601738 8.9293143 8.6847406 NA 9.7634410 8.6647122 9.7778086 9.6840774 9.4174568 7.8356828 11.2725821 10.0071990 11.5981581 0.9192257 1.4046307 9.7342690 9.1888843 8.8332921 9.8739839 NA 5.7368294 2.7672098 13.5482893 8.5759884 11.1174054 12.3511213 8.5280153 9.6341382 10.0474581 1.7671887 6.8356828 10.7492457 10.3158107 9.3695923 11.7051438 10.3188043 8.5558307 7.5368572 10.9627801 5.6306996 1.5972690 5.1050704 8.7722034 0.5973166 -1.4027787 9.0077292 12.3413758 8.6939929 10.9200510 9.3745331 2.9895932 10.3089448 8.1934677 10.4144174 11.6839117 7.9895955 9.5004065 6.4799209 5.2266357 10.1065580 8.4875422 11.0093183 11.4054376 13.7382673 9.2916358 11.7479771 8.8745652 9.4404137 9.3471472 10.5543798 NA 7.9614126 10.8745652 10.3339419 8.9889831 10.0587573 11.5009714 8.3080841 10.2946798 11.1782429 11.1580883 5.7771856 9.7201059 8.9197694 4.9010600 7.7162186 1.4046307 8.3835475 6.8826797 12.4632044 10.0109057 8.4364817 10.9323890 10.7914191 9.3571660 8.3421116 10.9338932 9.2572737 7.2661625 10.1794199 2.8452090 4.5514730 7.9124271 3.6416732 6.1971911 4.5745557 10.3454707 7.5250556 9.7994568 6.0776233 NA -0.4027787 11.0258997 10.4806848 11.3540426 10.9087424 11.9949525 7.8640642 8.3029103 5.6770825 12.2940281 10.8701992 9.9895953 11.6277725 -0.4027787 NA -0.4027787 9.9186422 9.2697032 9.1784784 7.9831401 14.1443230 15.6415652 11.3959521 8.4505407 9.7703302 -0.4027787 0.1821838 -1.4027787 NA 13.8098882 7.6926748 9.4142613 11.7363495 -1.4027787 8.5572799 8.8313408 10.9033395 7.0891305 10.5361223 10.0821007 9.6800922 9.0790773 9.2402320 11.2719115 10.1971906 9.5183748 10.7898789 7.8475761 9.3046370 8.5673838 10.2894574 4.7118528 8.0131462 10.4154605 0.00406250 0.00037731 0.09134000 0.47294000 0.04008300 -0.00536120 0.00267390 0.00447930 0.00684270 0.00406250 0.00406250 0.00406250 0.00037731 -0.00204030 -0.49368000 -0.49368000 -0.49367000 -0.00619060 -0.00287100 0.00170240 -0.00245570 -0.00536120 -0.00010048 -0.00010048 -0.00508470 -0.00798640 -0.00370140 0.00211870 0.00656450 0.00670360 0.00684270 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0740241 6.9460056 10.5004065 7.6343580 -1.4027787 8.8826800 5.8826797 10.2732878 9.2220733 11.3267945 9.9067541 0.9192257 6.1208392 9.9044787 3.4552549 8.3604903 10.4822115 6.4799209 0.5973166 6.6900343 4.1518669 -1.4027787 8.7239824 5.8826797 10.3593359 10.7957229 11.1797139 7.7944945 1.1822473 NA 1.7671887 10.1475437 7.5688211 8.9852952 NA 7.5972779 10.375355 10.096127 8.696626 10.692675 7.987447 6.290765 10.421839 4.479923 9.828499 8.901058 5.845207 8.775943 9.875727 7.565944 12.982399 10.708740 9.894767 14.247180 12.502665 7.023543 9.107053 9.327748 6.716219 9.906754 6.056709 13.191486 9.755256 9.229364 6.112977 3.455255 9.556555 8.138374 12.760692 9.768455 11.598158 9.155699 7.600093 7.974489 12.613738 8.528015 14.765715 11.705144 10.858197 13.082856 10.430563 1.182247 11.796797 9.706456 9.839856 8.487542 8.013019 10.280272 12.734829 10.187397 11.184115 3.182247 6.398178 4.882682 10.784939 12.732907 7.308084 NA NA 10.804597 12.631991 11.225206 7.597278 10.799095 11.6379100 12.7427324 10.7957229 10.5824082 10.4404138 7.0151307 10.9885214 5.2554894 9.1850553 6.8212791 10.0172380 7.6873904 8.1188783 13.0540519 8.4349059 11.1364366 10.3324107 2.7672098 14.1549808 6.6401408 6.1747060 9.0907029 10.0272076 10.6320768 4.4046307 9.4246204 10.2092248 8.3933175 11.4066440 5.6953090 11.0175013 11.6920153 1.4046307 11.8947673 10.8281989 10.3617348 0.5973166 11.1542628 9.7552563 3.5514791 9.9404635 7.6579736 8.6525603 7.8428305 9.3745331 9.8547305 3.7671992 9.3679417 6.3720641 10.8745652 10.6525603 10.9166677 12.4632044 10.6365396 10.7994017 10.1794199 11.4745620 7.6633667 6.0402218 10.4411989 9.9695988 2.0567222 3.2977197 -1.4027787 11.1635697 12.3266097 9.2329960 3.9548291 8.5572799 8.6126927 10.1315807 TCGA-B8-A54K 61 0 NA 469 kidney stage i t1a nx mx male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 1 4 1 2 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6307120 10.4728101 2.0111020 8.6043905 10.0161039 6.9126403 8.4242612 5.7893119 9.8298630 -0.1587514 0.2085173 5.6485345 1.4261574 9.8234590 9.3880728 11.2003787 11.5612087 6.3249942 7.9959966 10.5385716 12.5556385 13.2032879 10.9519878 11.4929027 7.9807297 8.4429489 7.4632301 9.3472477 7.1173023 -0.1587514 8.8751519 9.8439933 10.1765686 10.5977346 2.5416140 -1.1587514 8.3350339 9.4677999 8.8910269 9.4138786 4.9909276 7.9018739 9.9126406 10.5210982 7.2590304 11.2399220 4.8411781 10.1003330 11.7672889 8.3087836 7.7570579 0.4261037 8.9166576 9.4110338 10.6335619 8.3249942 3.9286451 10.9860022 2.0951818 8.9435870 8.0603468 -1.1587514 10.1380945 9.2085931 8.9099567 8.9758485 0.4261037 5.3489724 8.6404601 2.8411882 11.4967090 10.0621611 9.1079648 5.8069633 11.4629143 10.8496069 9.3598315 8.6609422 9.9890192 15.7194328 9.4242610 8.0185980 10.4604812 5.2162181 9.7495710 8.5398831 10.6553601 6.0210866 13.3230408 4.1350669 9.0241809 12.8560705 11.2259620 9.0148554 0.8411680 10.4058041 9.8586827 11.1785214 7.5656924 14.0040621 10.0291489 10.3869826 11.1360861 10.8869379 NA 7.4778028 9.5038466 12.1280248 8.3390300 0.4261037 7.7953747 7.6613570 5.9392101 11.0956164 9.3138691 8.2985593 9.0855420 9.6960467 NA 9.3199480 8.3310262 8.9807297 11.5118345 10.3305246 8.4448045 11.5326187 10.1403863 12.3798522 -1.1587514 0.4261037 10.3827589 7.9523138 8.6241766 9.9179939 -1.1587514 5.1449600 3.4850403 13.7803442 7.6549596 10.7529447 3.5416140 9.3239863 8.7329621 9.9359158 1.8411680 8.9896548 8.9470869 11.1782426 9.6192554 10.9841660 10.7774482 8.4072325 5.0506323 10.7884499 6.7176956 5.4261406 6.6093620 7.6225380 2.7480747 1.4261574 10.1965293 13.3059793 9.4595638 11.1012157 9.5707989 2.7671675 10.4100844 7.9179938 10.3806376 11.7708065 7.2075005 10.7770800 11.3613058 5.5276803 10.2695385 8.6629524 12.1624017 10.9610921 13.1374492 9.1928022 11.8785536 8.9743205 9.9633592 8.9745775 9.3390300 NA 9.1765686 11.3499634 9.4145698 6.3600288 10.6052205 10.3174182 10.2658695 9.9768876 11.2375155 10.7833262 5.1265806 9.6557607 8.9476495 2.8411882 8.5588546 -1.1587514 9.9915603 7.1899066 13.5514466 9.6669321 8.4904346 10.2134992 10.6176113 10.2585034 6.8855719 10.6234435 8.5346651 9.2151308 10.9985252 2.8411882 4.0891083 7.0111031 2.1631122 1.4261574 4.3006070 10.7566842 5.9286404 10.8277314 6.6949874 NA -1.1587514 10.8964607 10.3310262 11.6237670 11.1602859 12.0262086 7.3568780 9.6991593 5.7106797 11.2698002 11.6066716 10.0433021 11.8809541 -1.1587514 1.1631122 NA 10.3052135 8.8759772 10.0142307 NA 11.6827426 14.4842171 11.8000934 7.4002493 10.1335000 -0.1587514 -0.1587514 NA NA 15.4673721 8.7069114 9.8482056 11.2151310 NA 7.0603468 8.9805889 10.7986431 8.0891056 9.3209585 9.0914766 10.0004189 9.2009278 9.6101896 11.0433021 10.1357991 9.9239927 10.6609582 7.6772284 10.3656368 7.7329617 11.4157718 6.2291957 8.2764525 10.0439144 0.00917050 0.00513590 0.00271800 -0.01711600 0.00569190 -0.00526100 -0.00401620 -0.00288520 0.00541390 0.01024500 0.00972760 0.00917050 0.00513590 0.00513590 0.01488800 0.01796300 0.01796300 0.01796300 -0.00120550 -0.01894500 0.00388540 0.00041593 -0.00166290 -0.00166290 -0.00401620 0.00000000 0.00000000 0.00124810 -0.00263220 -0.02188200 0.00541390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.0478874 6.0010501 9.7873534 8.2473831 6.5391883 9.4913324 7.3686549 10.4526458 8.4814233 11.2599796 9.9025495 1.8411680 6.2674422 9.3330314 4.3957689 7.1079650 9.8971385 11.3613058 0.4261037 8.0554972 3.5960645 -0.1587514 8.7778162 5.3647405 11.2852226 11.2003787 10.4811972 5.9807291 1.1631122 -0.1587514 2.7480747 10.0041990 7.6453090 9.2216393 1.1631122 4.0111020 9.7682154 10.3842101 7.2463197 11.0870280 9.5381459 8.6835287 11.2481804 5.4705336 10.2399220 9.1472400 6.1810290 7.1357985 9.8876202 6.8411781 12.7214314 10.4989433 9.9179939 12.9095367 13.9453265 7.1495175 8.2096849 9.8732240 4.2674459 9.1483792 9.1921175 13.7773561 9.1242666 10.9126407 9.3249939 -1.1587514 9.0950259 8.2075005 13.4144704 10.0439144 12.3798522 9.5741937 8.2758065 14.0713864 9.4832299 9.3239863 16.2802706 10.9841660 12.1730749 13.7740850 11.0594388 NA 10.7363749 11.1117656 10.8896652 8.6629524 8.4317654 10.0054567 12.6643465 7.9418405 11.3407626 3.3647405 6.5554235 9.1323491 10.9743205 12.9304632 5.8524059 0.4261037 NA 9.8134402 12.3307754 11.8033387 7.9392101 11.1138080 11.6718915 12.4894235 11.2003787 10.5385716 10.9519878 6.9072681 10.2393875 6.6093620 8.9112991 4.3957689 9.4466578 7.2590304 8.2484461 12.8318575 8.2463197 11.5956483 10.8273759 3.3647405 13.6525530 7.0213365 7.1943255 7.2964235 9.7785521 9.2747637 1.4261574 9.2642941 10.0735992 9.0060851 11.5524151 8.4522029 8.6819562 10.7615311 7.1987299 10.6002343 10.2747637 9.7953746 0.8411680 12.5597111 10.2804897 3.2334893 9.2975326 3.4850403 8.4072325 7.1899066 9.5707989 9.0900428 0.4261037 8.2291957 5.0111020 11.3499634 10.9893370 10.7480689 13.5514466 10.0753969 11.2028479 10.9985252 10.5893711 7.5758879 9.4214369 10.2047655 10.3568781 -0.1587514 NA NA 9.9978935 11.2817101 9.7674742 3.6991629 7.0603468 8.2548061 10.9497027 TCGA-B8-A7U6 54 0 NA 495 kidney stage i t1a nx NA female 2013 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 3 4 3 7 2 3 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0368824 10.5952438 9.3579151 6.6893663 10.2673512 7.5457754 9.0143282 4.8124417 8.6912630 -0.8804446 3.6405631 4.4414370 6.0967910 10.5021344 8.6798432 10.6307688 12.2213219 6.0737067 9.6567287 10.3525308 12.0899758 14.0448274 10.4425652 11.1625377 6.7989901 7.6610719 6.5952441 11.3950529 7.6931573 NA 9.4072227 9.2894354 10.3483290 9.9324898 2.9268724 1.9268724 8.7378959 9.6043332 10.7790604 9.7732512 5.7633664 3.5789387 9.8668643 10.8251428 7.8508294 9.8112539 1.4414304 10.6322509 11.3991209 8.2410441 8.2944360 3.4414436 10.6649575 10.3392839 10.6420919 7.3674375 -0.8804446 10.4569650 0.2237932 8.6586692 7.7452192 -0.8804446 9.8363299 10.0576196 8.3118033 9.1011634 NA 6.7848468 9.7443058 5.3674375 11.1580865 10.5967627 10.0773379 6.1639052 10.1917099 14.3387167 11.1855995 8.8320374 10.1384060 16.4997262 9.6063454 8.5665937 9.0910540 5.1856010 8.9090440 6.5871159 10.5655598 7.6113635 12.1543093 1.7092906 8.7305350 9.4481853 11.8414640 9.1693588 3.5789387 10.1328331 7.9364943 11.7861782 7.3043860 14.6090812 7.9492332 10.5145517 8.7777218 11.6260659 -0.8804446 6.5373629 13.2675102 11.8365441 8.8727272 5.4945500 8.9090440 9.0939251 7.0082538 11.8184320 9.1474164 9.1679974 8.8371867 8.8423180 -0.8804446 10.0218855 8.6817528 9.7651689 9.8260064 9.1432648 7.8643440 11.5521723 9.9571383 11.8292404 -0.8804446 2.2894214 9.8388992 9.1405599 9.0967903 9.6817528 NA 4.9523988 0.7044294 13.8782541 4.6430712 11.2730624 12.2740121 7.6033259 9.0707950 9.6073505 4.2894361 6.7268408 9.9082287 10.1432647 9.6827067 12.2761734 9.9476469 8.8268694 8.1223254 10.8388992 4.9523988 2.4414304 4.2069714 8.6430722 0.7044294 0.7044294 9.3862969 12.5157138 7.8810613 9.9244481 9.4175730 1.6679375 10.5906775 8.1556840 9.8935726 9.4560170 7.0082538 9.2280349 5.4770620 5.5789417 10.3142673 8.4025985 10.9372935 11.4907425 13.1454285 9.4945498 11.8136506 9.2306461 9.7268408 9.3423052 10.7305352 0.1195554 7.1529338 10.7852904 10.9837971 8.6683323 9.6063454 11.3644687 8.9106733 10.5021344 11.7886169 11.5251837 5.9774906 10.2358544 8.6992789 3.8743937 7.9300821 -0.8804446 7.6352102 6.5203892 13.0891667 9.1293389 8.9106733 11.2391000 10.7157001 9.3338296 7.7156998 11.0028219 9.5182540 7.4814540 9.7203525 3.1195056 4.1195139 8.0795125 2.8199542 5.3289621 3.5118222 10.3567203 7.8743980 10.0917723 6.2281395 0.1195554 NA 11.2339035 10.8410369 11.0417231 10.4008609 12.0987569 7.7488671 7.3483289 6.2165945 12.7900560 10.6907890 9.9673508 11.1855995 0.1195554 NA NA 9.8992297 9.4945498 9.3386789 7.0967900 14.5143749 15.0269409 10.7268407 7.5724516 10.0766124 1.7044736 0.1195554 2.4414304 NA 13.8740848 7.2175429 9.4549007 11.9608781 NA 8.2175424 8.8286459 10.7723553 7.1909723 10.3927232 9.8876946 9.1556840 8.8268694 9.1152775 11.3774874 10.5891522 9.1652701 10.5830347 7.7597551 9.4923754 7.6508916 10.2201727 3.7616363 7.9171721 10.3519313 -0.03163200 0.00097064 -0.02246900 0.50533000 0.00083195 0.00000000 -0.03681000 -0.01656700 -0.02452400 -0.02589300 -0.03325700 -0.03242200 0.00097064 0.00097064 -0.54078000 -0.54078000 -0.03054000 -0.02246900 0.00319100 0.00750000 0.00499690 -0.00055357 -0.02985700 -0.02903800 -0.14265000 -0.03408600 -0.00083160 -0.06732400 0.00041593 0.00319100 -0.02013800 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2755934 6.7989901 10.3626843 7.1310729 0.7044294 9.3447178 8.0795125 10.2865772 8.9836965 11.2935372 10.0502477 2.7044736 6.5541391 9.9634315 3.2894361 8.9852437 10.1829054 5.4770620 0.7044294 6.4945500 3.4414436 -0.8804446 9.0233923 4.4414370 10.2763582 10.6307688 11.2393950 7.1529338 -0.8804446 NA 1.1194890 9.9657843 7.6113635 8.7705621 NA 6.0852950 10.5230551 9.9944918 8.7397303 10.5478706 8.0413514 4.2069714 10.1936519 4.4049099 9.6988264 9.0737067 7.2436320 9.3006626 9.8967658 7.7044729 12.9130121 10.6581843 9.7157002 14.6868426 12.5634899 6.9446605 9.2906873 9.5193223 6.8677038 9.9016896 4.0264017 13.8078153 8.8007488 8.7323788 6.0264017 3.4414436 9.8103814 7.3483289 15.0718649 9.6635088 11.8292404 9.0953583 7.3093354 11.0067310 13.6532051 7.6033259 15.7748734 12.2761734 10.8337559 13.8907419 10.2487933 3.2069714 11.3359531 9.7488671 9.2319498 8.4025985 8.4002813 10.6148658 12.8723091 9.5962567 11.2023247 3.9774906 6.8268700 5.6586685 10.8576026 12.5594711 6.8145299 1.1194890 0.1195554 11.6176116 12.8428513 11.1583813 7.4095293 10.5536173 11.7360592 12.1555122 10.6307688 10.3525308 10.4425652 6.3674375 11.6831833 5.4770620 9.2135881 6.1307373 9.5972686 7.8508294 6.0502470 13.2874710 8.5603795 10.8537966 10.0286534 3.1195056 14.4424244 6.8356778 6.1418783 9.0678629 10.0620248 9.8112539 8.2487933 9.2956835 9.8525258 8.2436315 11.4953643 5.4049133 10.9396893 11.4487461 0.1195554 11.5650426 10.8823076 10.3868823 2.5789387 10.9883329 9.5789419 2.1195222 9.5289014 5.3862971 7.8268694 8.1909728 9.4175730 9.4422048 5.7342192 9.8835525 5.0737046 10.7852904 10.5504855 10.7198879 13.0891667 10.5665936 10.8739803 9.7203525 11.5557014 7.8876946 6.3386793 9.9883329 10.0165995 3.8743937 3.2894361 1.7044736 12.3959256 11.8457775 9.0795123 4.1195139 8.2175424 8.0967905 10.0353898 TCGA-B8-A8YJ 60 0 NA 431 kidney stage i t1b nx NA female 2013 NA no NA kidney clear cell renal carcinoma 10 NA black or african american NA NA NA 3 2 3 6 2 7 2 2 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.63697601 10.82734620 7.18273103 7.58585489 10.59212183 7.26123273 5.90058669 8.76446260 9.13937459 -1.06521933 1.54359486 5.04332700 5.39423630 11.07403500 7.66612243 11.41104331 12.51682773 7.00089239 8.80824764 11.02225961 12.32201299 12.30830481 10.74256081 11.51176006 9.14669162 8.55685509 7.32282049 13.73357894 5.23858435 NA 11.23966804 9.93127692 10.66016967 9.86258142 5.18273202 1.74217872 8.07435451 9.81973699 11.92933361 10.80670862 4.76769187 4.84169642 10.19336938 10.34578467 7.59658113 11.33994484 8.08962156 9.43664055 12.22539828 8.35686832 7.89190519 3.57866101 11.61120130 10.45493094 10.60811249 7.98192741 NA 10.34702390 -1.06521933 8.47783515 8.24314256 -1.06521933 9.30112553 10.29565048 8.52726039 9.26465582 1.74217872 7.85068255 9.13937459 6.85366636 12.66771276 9.34737333 10.93761842 7.10472873 10.31950617 14.55585364 11.43937417 8.46813322 10.93867262 14.61993543 9.65675698 8.65247968 8.97919766 5.60722969 9.57595195 6.42665725 10.78928225 9.69302655 12.55433564 2.70032874 8.70625978 7.20626617 12.20480666 8.92348824 4.06408957 9.82658710 8.70629294 11.58158710 7.34419469 14.70531219 11.16722431 9.48521347 9.23858411 10.67035945 NA 6.36106824 11.50797719 9.84244526 8.47783515 7.05374455 7.07435451 7.51600411 8.95439409 11.69926037 9.54767192 9.69469166 9.03940218 9.08455065 0.51974317 9.90850071 9.28463743 9.93550763 9.15033652 9.30112553 7.47783515 11.29189348 9.92135659 11.37437458 3.74215716 4.14425852 9.24655179 8.33994484 8.15397199 10.39730562 NA 4.39423287 3.45836888 13.10292704 5.12462591 11.19719193 10.43813230 8.63177075 7.86849417 9.63003172 4.86554275 6.25673141 9.09593523 10.72392941 9.89190549 11.70052876 10.75777251 9.22942425 9.02623875 10.28795023 8.73246492 4.54951516 4.88900133 7.57142805 0.51974317 -0.06521933 9.65247986 12.61900411 7.48939200 7.58943917 10.22770017 3.02226127 10.71329131 7.21557377 10.38492175 8.96684918 8.32066564 8.22482218 8.82202392 6.57865950 9.23515598 9.33888053 11.26151377 11.10190787 13.53529712 8.87144141 11.03579420 9.31201390 8.83113588 9.64528267 9.30330997 2.93479954 8.22251575 11.91261993 8.31993219 6.71320915 10.26179453 11.14242786 5.68969054 10.37099444 11.34153989 11.45664919 6.87731849 9.93761849 8.95829431 5.60722969 9.45738498 NA 9.35686810 7.91779692 12.37709899 9.28242475 8.84469635 11.40546226 8.85366668 9.74698064 7.35265614 10.83842923 9.04463400 7.63177075 10.78538094 4.71616234 2.51976833 9.63263975 4.88900133 4.66272391 3.84169139 10.37671006 6.40240839 10.06858779 7.63406320 NA 0.93478067 11.14242786 10.50608201 11.21092778 10.61911373 11.84619539 7.95161169 9.00697623 5.77790886 12.20056495 10.99617461 9.71943828 11.89480534 NA -0.06521933 -1.06521933 10.52492256 8.72596639 9.38704454 5.47396221 14.97106289 15.52162854 11.60346681 9.27801124 10.29510184 0.93478067 2.39423973 NA NA 14.57643184 8.27905475 10.01095099 13.22114458 NA 9.42965906 8.61310432 10.70835478 7.32712056 10.34313318 9.87878327 9.61604188 9.24200412 8.85515627 11.30794041 10.42364771 9.57233396 10.29455298 8.18746887 9.59382713 9.32282071 10.90670611 4.87661517 8.22797591 9.88244039 -0.030267 0.068622 -0.044551 0.025531 0.054518 0.023145 0.012516 0.016146 0.000000 -0.024114 -0.032663 -0.030267 0.068622 0.129920 -0.044551 -0.044551 -0.044551 -0.044551 -0.026851 0.025531 -0.031905 -0.091359 -0.031591 -0.031591 0.012516 0.020343 0.019923 -0.028081 -0.029038 0.022304 0.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.17797745 6.30112484 9.80824747 7.51177874 1.35433931 8.92632535 9.57956108 11.47514458 9.17559471 10.93565554 10.25391093 3.10472245 5.91208216 9.27242520 4.74215716 7.88317051 10.33140818 8.82202392 0.93478067 6.62829096 4.51976833 1.51974317 8.88608826 6.96270980 10.98359334 11.41104331 10.40135410 7.63524289 1.74217872 -1.06521933 -0.06521933 9.51128775 7.78342653 8.87731788 NA 7.23401169 11.63480955 10.46618488 8.45050319 10.70008949 8.56233746 7.82354685 10.93304122 3.93479954 10.27520987 9.32604696 5.74215716 8.27909934 9.81285436 9.34313307 13.28726070 10.05374441 10.23744230 14.47429546 12.46056888 7.74858467 9.28242475 10.91136749 7.63177075 10.27743375 6.72270645 13.59106065 8.63870705 8.60899585 6.30112484 3.63524361 10.46569740 9.24427986 14.84909509 10.22999833 11.37437458 9.41660290 7.43065828 8.13201999 12.85403918 8.63177075 14.66413205 11.70052876 11.75797160 12.27618325 10.76333663 3.45836888 10.97885594 10.30929956 10.88572375 9.33888053 8.36316363 10.30276411 12.94681680 10.94358213 11.34127418 5.42665725 6.00089239 4.39423287 10.39064437 12.96684912 7.30112576 -0.06521933 -0.06521933 11.22280432 12.75478287 11.59996829 6.80516861 11.15306392 11.770064 12.576178 11.411043 11.022260 10.742561 8.141818 10.123392 6.182730 8.754982 7.607229 10.552271 7.596581 7.628290 13.818796 8.682996 11.493702 10.671628 2.104739 12.261514 6.332094 6.571428 7.453457 9.476868 10.426155 5.912082 9.913514 10.167824 8.438629 11.237157 5.792785 11.836990 12.544328 3.635244 11.285466 10.572334 10.419626 2.934800 10.930924 9.833405 3.519768 10.300032 7.764526 8.950218 6.621305 10.227700 10.215609 8.958558 8.958558 7.832649 11.912620 10.918866 10.799377 12.377099 9.702988 10.292905 10.785381 11.356605 7.481698 6.114713 10.198659 10.220784 6.542134 4.508904 -1.065219 11.681947 10.985832 9.824307 1.256709 9.429659 7.995499 10.393723 TCGA-B9-4113 64 1 1536 NA kidney stage i t1 nx NA male 2002 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8539960 0.1686420 0.9056590 5.7435715 6.4845668 6.2631809 8.0974286 10.8307381 11.8101129 7.6896095 12.0552489 10.4800331 12.5148999 13.3881166 10.8994164 11.2966575 9.3593110 6.5837011 6.9146171 11.1310773 5.1984116 3.4905958 4.6517291 9.7955890 10.8113166 10.2784938 3.8691015 3.1072694 9.0875265 9.5844050 11.1269742 9.0131074 5.1228590 9.2587757 10.0644908 10.5928295 5.3650591 11.3660847 8.4181718 9.6060685 10.6050277 8.3764910 8.8621501 4.1072610 11.2302594 10.0395416 10.5822911 7.6116069 2.9056205 11.2157507 1.5818815 8.9909685 8.1817531 3.1686581 10.3894445 9.3013771 8.9112533 9.7001291 5.8028705 8.1305953 9.2858733 1.3910528 11.5219938 11.0167645 8.8725668 7.4197512 10.3448114 11.8672232 10.3022336 8.4401262 7.1535561 14.8830339 9.2311590 8.6909178 9.8215082 5.0099652 10.1406856 8.5949281 10.8019612 3.7536259 13.4214764 4.4874606 9.0760545 9.4655795 6.6764578 8.7026416 1.1686420 9.3764910 9.7907150 12.5656247 7.5055416 14.2442006 5.0914967 9.6005855 7.3584877 9.5136988 NA 7.6280948 11.2830562 13.0531517 8.7685760 8.8943133 7.6335489 10.6270698 9.4640495 10.7158790 8.7052343 7.1724155 9.2094095 10.0426199 3.4905958 10.5133290 8.6524790 9.6605163 10.2906283 9.7296328 8.9630790 12.1955935 8.9565658 14.8487663 4.2841439 -1.4161921 10.6008571 9.5730952 8.6511349 10.1928794 NA 4.4905894 4.4416827 13.2036341 10.4416817 10.7110503 10.1639593 9.0047135 8.6538217 9.6771183 4.4663465 9.0644908 4.1072610 11.0149371 10.6386441 11.7236453 10.3464980 9.6102241 9.4030815 10.3950753 6.0594332 2.4905958 4.9412519 8.4693972 5.7334465 NA 9.5949279 11.9202072 10.8049857 12.0768056 9.6219339 3.2275563 10.2587757 7.5055416 10.4794010 9.6239905 3.0431345 8.6171236 9.0553760 5.0914967 10.9042192 8.3551903 12.2861981 11.4819242 8.6484435 8.8993143 11.1935720 8.6817328 10.0178077 9.2832731 9.1411643 NA 8.4432353 10.8714131 2.0768327 8.6917414 9.6751362 10.5963253 8.7870488 10.5491243 11.4082617 10.7583143 3.7931572 10.5875700 9.5643117 4.2841439 8.1554533 0.5837116 9.0359419 6.6764578 12.0909998 10.6876442 9.4205401 10.0120609 10.5512872 9.6658497 -0.4163846 10.7110406 8.6294604 8.3568397 10.7219725 4.3910528 5.9500228 6.3116212 -0.4163846 6.6551629 4.2561275 10.6869885 0.5837116 8.8656306 6.5042915 NA 1.7536045 11.3846006 10.3234813 11.9901715 11.0912476 11.4442058 7.6948363 8.8397442 7.1475072 8.4385690 10.7476648 10.1238287 10.4758640 0.1686420 NA NA 10.2320582 8.6253600 9.1901059 5.2130556 12.2396786 9.9952117 11.1542680 6.4610767 10.6655170 -0.4163846 0.5837116 2.2841291 -0.4163846 15.2184267 7.0266441 9.2552418 10.9657843 -1.4161921 9.5018185 9.4321046 12.1492788 7.9994425 10.8572049 9.3862171 9.9770911 8.7710526 9.2561261 11.4124322 10.3128966 10.1559272 10.3464980 7.5437023 10.2057526 4.1072610 10.0441567 6.6477966 8.6261124 10.7691956 0.00273060 0.02090300 -0.01367700 -0.00963490 1.36060000 -0.00443120 -0.00304750 0.68161000 0.17192000 0.00624810 0.00112420 0.00273060 0.01502800 0.02090300 0.00152550 0.00152550 -0.00968060 -0.00968060 0.00694350 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9.2658175 10.2914912 8.8137212 9.5494849 9.1238286 9.0151984 10.9789670 3.0431345 10.3609560 9.3133214 6.8737197 4.1686661 9.4030815 4.8874814 13.1372100 10.5659813 9.9401527 13.7570655 12.4541618 6.3716024 8.6645184 9.5872185 9.1649014 10.4287987 3.9412566 13.3835894 5.9674061 9.4586820 0.5837116 -1.4161921 9.9511155 7.3683353 12.9043602 10.4902155 14.8487663 9.3030896 8.6497900 12.3930669 8.8920397 9.0047135 12.4734898 11.7236453 12.6532344 12.1457046 10.5055416 2.9760153 10.5346211 10.9765547 10.8934613 8.3551903 8.0183287 9.8446203 12.9774263 10.2107785 11.5446076 7.2596576 6.5437031 8.7809173 10.8125194 12.4129279 9.2919224 -1.4161921 NA 9.1696021 12.5592800 11.1188375 7.8221055 11.1875588 11.4956544 12.3327321 10.8307381 10.4800331 10.8994164 6.4102495 9.5232799 4.9587406 9.2002496 4.9235486 9.7058815 5.3650591 9.2481479 12.2333970 8.4038795 11.3970811 10.4094545 2.9056205 14.3013236 6.8266845 6.5494844 7.9544534 10.4625180 8.6239905 1.9056205 8.5055416 9.8580788 9.3867825 11.6227911 8.1780254 10.8928928 7.6226200 1.1686420 10.9349160 10.4046774 10.2962277 0.1686420 11.8704028 10.0395416 3.5378924 10.2702012 2.7536259 8.6605162 7.1910306 9.6219339 8.9844307 4.8316290 9.7372528 0.5837116 10.8714131 10.9730631 10.7922399 12.0909998 10.3335701 11.1805892 10.7219725 10.1724154 6.5320676 9.6830485 9.4965900 10.2966575 -1.4161921 1.1686420 NA 9.5624111 11.7857005 8.8644716 0.1686420 9.5018185 8.1554533 11.1102000 TCGA-B9-4114 49 0 NA 857 kidney NA t2 nx NA male 2009 NA NA NA kidney papillary renal cell carcinoma 30 1989 black or african american not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.2435176 3.4378403 11.1643970 9.9595172 11.4130557 14.9687606 10.5022037 10.6604882 8.1646696 4.8163488 6.3331410 11.1553776 7.6978642 6.1862985 4.5488681 8.3751824 10.2301730 10.5654714 3.6519587 3.3789416 9.3350786 9.0501907 11.1310463 8.6157562 5.5219019 10.2697154 8.8747994 11.1391100 6.9588891 11.2544379 5.5354496 9.7489053 9.3911035 9.8052093 7.7712617 3.7008725 10.9745128 10.2933297 10.4237939 6.7996067 2.3024068 10.6993953 1.9639180 9.1744431 7.8024104 4.8600689 11.3326560 8.4557600 6.5286916 9.6127159 2.3789555 7.9411867 10.0677776 2.7939791 11.0808285 10.6604882 5.9838076 5.7826654 7.1776866 9.6910712 10.4796068 10.3096819 8.3234124 15.6709665 9.0920446 8.4681744 11.4519703 4.9639087 9.1679347 8.3273119 11.2772940 6.4160341 13.4893191 3.7008725 8.5475667 9.4760987 6.2451933 9.4369362 2.3789555 9.1841508 9.9051177 11.9836522 7.3864394 15.0511676 6.4593185 9.7004217 7.0701059 11.1733603 NA 8.1927258 14.4781005 12.6432893 8.4681744 4.9838054 7.6674260 10.6041520 9.0560768 9.3836332 7.6550691 8.2012496 8.0840010 9.5875853 NA 10.7161947 7.7769758 10.6081639 10.4495127 9.5421748 8.7320914 11.9230524 8.8191214 13.3670966 3.4378403 1.6013162 11.4043148 9.4796069 9.4105309 9.4169489 NA 1.6013162 NA 13.9512500 11.3569399 9.6918274 14.2557812 5.0228028 11.4425643 11.4006186 1.9639180 7.9488000 6.4306064 10.2978077 11.4870333 11.5444566 9.4892103 8.8397417 8.0863034 10.6531285 7.5219027 0.7940207 6.1248988 9.5745218 6.0323874 NA 9.3321709 12.4440240 10.6777708 9.5253010 8.7438088 -1.2058961 9.5278447 8.1181624 9.9747676 7.6519630 3.8814493 8.8787903 6.7423499 4.7008725 10.9044653 7.1776866 11.1892484 11.2039033 9.1113947 10.0601829 13.7683518 8.8721328 10.0735925 8.7128451 5.3938932 NA 7.3751828 10.5704150 1.8436221 9.1150645 8.7826667 10.6766251 9.2170979 10.9654715 11.7465413 10.5530379 4.3789416 10.4584293 8.9059131 3.6519587 7.0179831 -1.2058961 7.3485706 3.9232633 11.8782921 11.5902245 9.9011991 10.3302292 10.8536644 8.9850413 2.4944156 10.7680811 10.3199921 8.0323869 9.8411059 1.7939791 6.3331410 5.2697139 1.9639180 6.1159093 3.1862945 10.9002178 1.3789555 8.9193955 5.5883968 NA 0.3789555 9.7769756 10.8577141 11.3030147 10.2420983 10.2636238 7.0654452 5.9738913 6.7112939 8.8424688 10.6974873 10.1460255 10.8560281 9.7974999 NA 0.3789555 9.3985353 9.9187495 9.2918337 3.9232633 11.7594056 11.1105464 10.6918274 8.1662158 10.3624132 -0.2060625 1.6013162 3.7008725 0.7940207 14.3524625 6.4804833 8.7247195 10.2958192 -0.2060625 8.1316039 9.0311920 11.4933376 8.0179837 9.5605109 10.7434439 9.4987503 8.1136541 9.8641030 11.1421568 9.4396404 9.1427101 10.4119086 7.1862995 9.4813577 4.4378403 9.1613967 4.8483976 8.2741661 12.2969381 -0.0058089 -0.0120830 0.6051000 -0.0185770 0.4652500 0.0000000 -0.0192270 0.6314100 0.2490800 -0.0106840 -0.0106840 -0.0094921 0.0100570 0.0156380 -0.0155540 -0.0089401 -0.0089401 -0.0326670 0.5892500 -0.0152780 -0.0239260 -0.0050721 -0.0067307 -0.0104580 -0.0119340 0.0100570 -0.0063162 -0.0088021 0.5758300 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5.6141621 9.3723547 5.9639064 12.8762142 12.1329969 9.4105309 13.7886006 12.9510131 6.2369250 8.5522053 9.8294684 9.3666822 9.8634318 6.8218875 13.2281541 5.0034358 10.1170368 4.4664053 1.3789555 10.2049633 8.5269972 12.3362884 10.8691269 13.3670966 8.2244344 7.8246489 11.4452580 9.0143603 5.0228028 11.0079975 11.5444566 10.9579461 12.4741217 9.3761239 4.3789416 9.9973300 9.7996066 10.2139421 7.1776866 7.7423492 10.0064784 12.6130634 9.9544838 11.5457353 5.3175429 5.1338306 7.9411867 12.1620792 12.1710569 8.8287810 1.1158989 -0.2060625 10.6914494 12.5784124 10.1687444 7.8492643 9.9405507 11.0750427 11.4201473 9.8031108 9.9595172 10.5022037 5.7128461 10.5505383 2.4944156 9.7604874 5.5753426 8.8301555 6.9588891 8.0203944 12.4857244 9.5193483 10.7833765 9.7001210 3.3789416 14.7849723 6.3063662 7.0977625 7.6766553 11.9804058 8.4593181 8.0977630 6.3331410 9.5973058 8.8814447 12.9850412 5.8492637 11.0660285 8.3175438 4.4664053 10.8992358 11.2707282 10.5060790 -0.2060625 10.8482471 8.8191214 5.3789451 9.8533264 4.0034313 7.4839802 6.3864385 8.7438088 8.4687568 4.1863025 9.3282849 1.3789555 10.5704150 10.7031250 10.2327738 11.8782921 11.1972604 11.8796204 9.8411059 10.6351532 7.0886028 6.8972695 9.3146007 9.7423492 -1.2058961 -0.2060625 NA 9.1416034 11.1997909 7.6237045 1.7939791 8.1316039 8.5471988 9.7583228 TCGA-B9-4115 53 0 NA 803 kidney stage i t1a nx NA male 2009 NA NA NA kidney papillary renal cell carcinoma 15 NA black or african american not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 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11.02754286 9.02164989 5.36402957 6.34603320 11.09217426 6.17987526 5.37590131 3.35205226 9.22077589 10.27607694 10.30741555 3.83747908 2.44517049 9.01312165 9.35205623 10.56345780 8.53527810 6.46197377 6.35805510 9.37811860 11.29808520 4.87142970 10.73777480 7.26534500 9.79665696 9.88759076 8.65461884 7.87979397 4.76709329 10.65887741 9.83048875 10.59903422 7.51662823 3.68204511 10.77053853 1.44514400 9.42815914 7.50315709 2.35205226 10.34301112 8.85243338 8.48955979 9.94351627 4.46753382 8.12991406 9.84497749 3.25252163 10.57348218 10.60061636 8.41527150 7.36997853 9.03104831 10.76370843 10.50112581 9.74380105 8.78278760 15.79461099 9.06996096 8.97459613 10.38694682 5.23958135 9.68476405 9.06446848 11.22939145 5.05987439 13.17420209 4.20192394 8.53435113 9.03855662 5.69309382 9.48133931 -0.55490899 9.12640403 9.85614692 12.22908466 7.31860969 14.51031580 4.39936253 9.62751656 7.63004065 10.50146462 NA 6.94899090 12.84203792 12.23988606 8.53792268 2.25250649 8.27805539 10.22693511 10.72941138 9.68476405 7.96676614 6.46753382 8.44093269 10.57477061 NA 9.89069778 8.45359412 9.28908656 10.02401002 9.79610485 8.99783461 11.60917056 8.61759309 14.97241351 0.76706150 1.44514400 11.11736992 10.00135077 9.34829417 9.86407237 NA 1.76710388 -0.55490899 13.60881528 9.12552506 10.52864496 12.21479687 6.73518502 11.29143952 10.97166483 4.48956220 8.56540335 4.55369226 10.40335582 10.77299889 11.96316096 9.72998978 9.30780304 9.48271258 10.53262846 4.98432503 0.03012416 5.01502024 9.17902828 7.04507814 0.76706150 9.86407237 11.96909504 10.44973726 11.57332108 9.04693627 0.44519698 9.58087490 8.23306838 10.62779896 8.60377543 2.61508666 9.15597206 9.12991432 4.57444670 11.31360237 7.69546425 11.50231121 12.06767505 7.89018036 10.12397704 12.40534860 8.66191132 9.95790604 9.31332454 7.36997853 NA 7.54056282 10.76286086 1.26891342 8.90766794 7.91684086 10.72303416 7.94301760 10.53362262 12.00633418 10.76511990 3.73056388 11.49382273 8.78956136 3.20004916 7.90049311 NA 7.72593607 4.42244831 12.55719778 11.18346902 10.36029810 10.54155133 10.66463670 9.62009132 0.44519698 10.60180811 9.53262846 8.19838218 9.99879490 0.76706150 5.92089827 5.46753382 2.96873590 7.03762272 3.57445275 10.54943670 2.14561225 8.53924335 6.44076288 -1.55469706 NA 10.23917521 10.71048765 10.98092699 10.30508862 10.80326732 8.05803395 6.65948506 7.07506834 7.56669949 10.75350467 10.02023202 9.77496195 6.85879415 NA NA 9.63127984 10.09576859 8.50450996 6.97264211 11.91785643 9.35280751 11.36551845 8.03487268 10.87195451 0.76706150 1.03012416 1.44514400 1.61508666 14.49241735 6.06721707 9.27012430 10.64851362 NA 8.33846720 8.81148773 12.28712300 7.27171419 9.42887183 10.66191150 9.37294361 8.56280870 9.96970726 11.09778657 10.48614025 9.28672986 10.25654025 7.56928677 10.09240818 1.90458043 9.44375603 5.75332374 8.35082341 12.32704430 -0.00189600 0.00652620 0.07571500 -0.01139800 1.19810000 -0.00401620 -0.01202400 0.61643000 0.09739700 0.00083195 0.00083195 -0.02109800 0.00652620 0.00652620 0.08175500 0.07673900 0.07673900 0.07673900 -0.01174900 -0.00539920 -0.00678130 -0.00401620 0.00413350 0.00413350 -0.01202400 0.00041593 -0.00521600 -0.01050800 0.01181800 -0.02384000 0.03594700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 8.9066450 6.2330674 8.6225852 8.0338800 NA 9.2403935 9.6924997 7.4412436 10.6927965 11.5577680 10.4004522 5.3278095 6.6883398 9.6275600 0.7670615 7.2460650 11.7617300 9.1299143 NA 8.9137897 4.6930910 1.0301242 9.1042696 8.2428273 10.9189906 9.7334550 11.5091555 7.7648378 -0.5549090 -0.5549090 1.7671039 10.1395235 8.7212899 8.7512274 -1.5546971 6.4895590 8.9687276 10.0202320 9.0635512 10.0362203 7.7961045 9.2215987 9.8771855 4.6546188 10.0390235 9.4689199 6.9208995 4.6349882 9.3942627 4.4451639 13.2405458 11.8021677 9.4109499 13.8974068 13.1885274 6.0450781 8.8922489 9.6978310 9.2930060 10.2025556 3.0301242 13.6141119 4.9370195 8.7927870 2.1456122 NA 10.3426330 8.6448380 12.8979860 10.4419922 14.9724135 9.1688265 7.7212899 12.1725543 9.4022677 6.7351850 12.6697703 11.9631610 11.5645931 12.9097752 9.6787853 0.7670615 9.3422547 9.6576620 10.4765222 7.6954643 8.2083778 9.9045973 12.4741077 8.8693320 11.6576620 6.9168409 6.6739846 8.0207050 11.2468739 12.3931677 8.9168409 1.2525368 NA 9.1482040 12.7186698 10.3894457 8.0188127 10.6110147 11.3764571 11.6335999 9.7334550 10.1941970 10.4238760 4.4675338 10.0658437 5.4451672 9.9004928 3.6930966 8.7224530 4.8714297 9.2930060 11.7496567 9.2677364 10.9569183 9.8353345 2.5326162 14.9743674 7.5136755 7.9208989 8.0014420 11.1523090 7.6399224 4.6150925 6.6150911 9.9667660 8.9682080 12.9661525 5.6739832 10.1996355 8.2346991 1.2525368 10.9465052 10.5233164 10.1434362 -0.5549090 10.8745724 8.6100725 3.1456122 10.6269391 2.4451705 7.6300406 7.1386527 9.0469363 9.2258776 0.4451970 9.8561469 0.7670615 10.7628609 10.9789795 10.3836425 12.5571978 11.1834690 11.6747355 9.9987949 9.8147630 7.7096084 8.6895295 8.7614472 9.8240023 1.6150867 -1.5546971 NA 8.8191183 11.6693738 8.2281640 -0.5549090 8.3384672 8.8245438 10.2071323 TCGA-B9-4116 75 0 NA 627 kidney NA t2a nx NA female 2010 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 3 1 NA NA NA 4 2 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 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8.5409734 10.6484016 12.1876095 6.0525181 9.0365184 11.2483760 12.5428625 12.6874324 11.3923689 12.0283163 8.2887863 7.3573734 7.0138151 11.4249323 5.4633086 5.3155517 5.4633086 10.7669261 10.8701422 10.4839059 6.7724109 1.8130731 8.9016942 9.4244878 9.6799885 10.0306069 6.5679409 7.9075703 10.3556550 11.0192534 7.9762834 8.2280904 3.8525782 9.4768088 10.0061676 8.9400443 9.9319941 1.9650639 9.5819724 10.0402678 10.8671297 8.3487605 0.2281106 10.2350056 3.7686925 8.8354207 8.1977170 5.3710500 10.5003314 10.0912443 8.7119061 10.2196123 4.5738653 5.7724109 10.6438323 4.8130526 12.1985559 11.7206113 9.2670095 7.4472593 9.1832366 11.9664643 10.2878856 8.7939287 7.4760179 14.9798960 9.4553052 8.9192525 10.9619532 6.4244871 10.3509185 8.7916044 9.5515206 5.1188622 14.2931139 3.4432486 9.7643053 8.2224438 7.2833727 9.0808801 0.9650270 9.6211233 11.2509206 14.4097604 8.3573734 13.6052038 5.6318115 9.8822372 7.5288245 9.7464157 NA 9.1239181 12.0324904 9.8092911 9.5318713 1.2281106 8.5987779 8.8168051 9.5280616 12.0285860 9.5371879 7.0006795 8.6779268 9.0620348 9.2299678 10.8335700 8.2224438 10.1871264 10.0662439 9.4351047 9.2504583 11.6168487 9.4432189 15.6093518 5.1977160 0.6431173 10.2968687 9.2318425 9.1588278 10.4656988 -1.3569750 3.5500141 1.8130731 13.5540986 12.0273721 11.1221504 2.7305965 8.8415732 9.4839058 10.3612327 2.3435784 8.2053705 8.2091819 11.4407895 10.8559283 11.9666965 10.5578868 9.1598128 6.9423362 10.8276935 9.2110840 5.2430407 5.3013389 7.7979461 10.8716461 -1.3569750 9.6161077 11.5699799 10.3946720 11.1058859 9.9565780 4.2578404 10.6775831 7.9238985 10.5731593 0.2281106 6.9829776 9.4680868 4.5738653 5.9268653 8.8067777 8.5439950 12.0347743 12.4872453 12.6019525 8.9946858 11.6360663 9.1399818 9.5973243 8.8993367 9.3392263 NA 9.6731053 10.6441843 1.6467157 6.0473333 10.3053513 10.6024055 9.1409798 9.2504583 12.4132756 11.0683439 3.9650547 10.0241302 8.5889084 6.8130526 9.5597539 0.9650270 8.4933147 6.9874243 11.7016271 9.5134927 8.3676419 9.5958693 10.5590073 8.6045777 3.5500141 9.9946305 9.1568557 8.5560174 10.9037535 8.5349117 2.5500141 3.1666833 1.6431173 7.2393178 8.3829084 11.0549037 6.2724842 8.9400443 6.8219920 2.3435784 NA 11.7935100 10.4391675 12.0495987 11.6834177 12.2666666 8.1329757 10.3529829 7.8802661 10.6547047 11.5351015 10.3168787 12.2242109 6.0609812 1.4504855 0.6431173 10.3929974 9.3226080 9.5634808 0.6431173 13.3807978 9.8713454 10.4866566 6.2682528 11.2411805 -0.3567903 0.6431173 0.2281106 NA 14.0306742 8.7685413 8.9331468 11.8600254 NA 9.9729244 8.8491777 10.3102396 9.1127697 9.7568702 9.8017376 8.9354497 9.1764577 9.4744352 12.0177600 11.5707208 9.1198741 10.4704707 6.9918563 10.6693056 4.7305911 9.1774308 6.4060077 9.7937511 11.9750246 0.00000000 -0.00157310 0.02113400 -0.00931520 3.09210000 -0.00060324 -0.69544000 0.04239900 -0.33530000 -0.66108000 0.00718690 0.00000000 0.00813020 -0.00157310 -0.00152360 0.02113400 0.02113400 0.02113400 -0.01563100 -0.00931520 -0.00129610 -0.00060324 -0.69046000 -0.69046000 0.00453110 0.00341980 -0.00171160 -0.68961000 0.03829800 -0.01083200 -0.32732000 -0.695 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 0.000 0.000 -0.665 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 -0.107 0.220 -0.695 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 0.000 0.000 -0.665 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 -0.107 0.220 9.997928 6.377837 6.900515 7.677184 NA 9.782040 10.397180 8.130023 9.057813 10.800191 10.819301 6.561991 6.212984 9.485478 5.842800 6.086073 12.867356 4.573865 1.965064 8.780119 5.956010 NA 9.041872 7.377838 11.428010 10.648402 10.943646 6.813053 2.343578 3.965055 2.450485 8.883919 8.083997 10.611075 NA 5.832953 10.582340 10.105630 8.666882 10.027912 10.195317 9.035445 10.828623 6.250458 10.320848 9.503439 8.304906 4.315552 10.188092 7.469677 12.826453 10.652607 10.400935 13.581191 13.352481 8.327876 10.891352 9.859874 6.900515 10.426126 4.424485 13.216302 7.201549 9.714590 4.501108 1.965064 10.006168 8.679302 12.674915 11.244667 15.609352 8.606024 8.889869 11.149931 11.104096 8.841573 11.851210 11.966697 12.650856 13.275726 10.918380 4.166691 10.627546 9.659936 10.150427 8.543995 8.735885 9.829861 12.913496 9.310239 11.390272 7.437544 8.094339 7.174509 11.140980 12.766684 8.563481 1.643117 1.643117 9.376991 12.774181 11.554733 6.891056 11.229499 10.7061859 12.6768951 10.6484016 11.2483760 11.3923689 5.9740451 11.2532300 6.4440276 7.7199439 7.3812202 10.0615077 7.9762834 9.0149045 12.2692568 9.2186671 11.7082075 9.9238988 3.6431289 14.2293521 8.2700233 8.3348717 8.1247257 10.2665523 7.4760179 4.7928762 9.0819198 9.4212052 7.8934265 12.0612441 2.8910497 10.0688684 7.9145908 4.5738653 8.5026628 10.6512064 9.4680868 -1.3569750 11.4551047 10.0683439 5.4504822 10.6096335 3.4504855 9.1996341 6.0181668 9.9565780 10.2353841 4.8329508 9.1117520 0.9650270 10.6441843 10.8440266 10.8586610 11.7016271 9.2688367 10.6847871 10.9037535 10.1696272 7.1548809 7.0311448 10.0343716 10.4862639 -0.3567903 NA 2.3435784 9.9285302 11.0179664 8.7555676 0.2281106 9.9729244 8.3539346 10.5634809 TCGA-B9-4117 48 0 NA 14 kidney NA t2 nx NA female 2009 NA NA NA kidney papillary renal cell carcinoma 15 1979 black or african american not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.8030048 10.3104798 10.7040737 10.5445618 6.8030048 2.5838319 7.9192262 9.1210543 10.9956116 9.0806896 5.3117574 12.1002746 10.8308733 9.5278157 5.1687985 11.4330455 7.6871237 10.3717384 9.2694608 8.2003847 8.7066638 2.3911903 10.9847153 9.7021280 9.5725206 9.4151430 2.9057552 10.7382964 3.5793250 9.3692883 8.4862108 0.9057360 10.0931161 9.2677076 9.3627344 10.2387627 5.4040141 7.2808032 10.1776937 2.9057552 12.6000348 10.4056098 11.4085957 3.0432745 10.6380976 11.3532605 10.5347561 8.0391631 7.8576315 15.0501035 9.3074968 8.5992508 11.8920326 6.0756888 9.8494509 7.8506226 9.8341343 5.3651956 13.4629404 3.2276949 9.7162392 7.0676516 6.2633162 9.3871598 2.5838319 9.1883891 9.9911036 13.1858967 7.7859598 14.1834056 5.2276910 10.1536060 6.9369830 10.2619958 NA 8.7674711 12.3521236 11.8933122 8.0816874 6.1384254 7.9214578 11.2527208 9.1874622 12.2032534 10.5064203 8.4293260 10.6155370 9.4922285 -1.4161921 9.7871838 8.3798756 9.6200094 9.2571450 9.0278153 8.4371453 11.5787196 8.9147529 13.7331463 0.9057360 1.3912178 10.5978563 9.4340227 8.5336626 10.6956235 2.3911903 5.3387239 2.9057552 12.6724585 10.6512702 10.4068049 11.3984183 10.0210677 8.3536735 10.4301097 1.7537757 8.6923602 5.4167249 11.4993418 9.9336699 11.8274755 11.2191005 8.5190009 8.9435853 11.2467267 4.9057649 3.4418154 1.9057745 7.1762928 8.0412167 -1.4161921 10.1832838 12.9539783 10.6051629 11.6846624 10.4175166 4.8317658 10.5521426 7.0555113 10.2240175 8.6499251 6.5026998 8.5101320 4.6062053 5.8651641 10.0153335 9.3602688 11.9056230 10.8890426 9.8955842 8.1794289 11.8165565 8.8773074 9.8108500 8.4308932 7.7736601 0.1687704 8.4056099 10.8144568 0.1687704 7.4568801 9.7926799 11.4115755 6.5496199 10.4012193 12.2426052 10.7659197 4.1384213 9.9164319 8.1434995 5.0756909 7.9102656 2.4907241 9.8564657 7.8761578 11.9195053 10.3374705 9.3261452 10.4729595 10.2181932 9.2402607 0.5838079 10.7840694 8.8005816 9.5438378 11.2875231 5.5263506 4.7736588 5.4541989 2.9057552 8.8198502 0.5838079 10.3762195 2.2842772 9.0856729 7.6557275 0.5838079 1.7537757 10.9793700 9.9836478 11.7476427 10.8738547 11.7209871 8.5175265 10.7000238 7.2771488 7.5409378 11.5596838 9.6055099 11.4912899 4.7131184 0.5838079 NA 10.3594462 7.9080167 9.4056097 5.4293247 12.2362327 10.4926037 10.8150570 5.7582632 10.5322031 -1.4161921 1.1687704 NA -1.4161921 14.7142656 9.5539418 9.2348876 11.5910384 0.1687704 9.6505978 8.7939469 11.3538802 7.7386537 10.2821064 10.2191005 9.7399190 8.1288001 8.8494508 11.3678572 11.2948575 10.7300863 10.6131230 7.8030042 10.7261184 4.0432658 10.1398629 6.0495654 7.9088489 9.9247986 -0.032996 0.594580 0.577280 0.562050 0.541180 -0.052531 -0.036287 1.198500 0.258090 -0.025086 -0.032996 -0.032996 0.582460 -0.698390 0.579520 0.579520 0.579520 0.579520 -0.039122 0.562050 -0.041074 -0.725000 -0.025483 -0.025483 -0.043737 0.577550 1.043400 1.179900 0.575470 -0.025072 0.258090 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 9.8605418 5.9588751 9.2747068 7.9250434 3.9413881 8.5582504 11.0916305 8.6773987 11.6854833 11.0504426 10.5908631 2.0432745 5.4907274 8.6633208 6.9848434 6.1762928 11.3276184 4.6062053 2.0432745 6.3586231 4.2562634 -0.4161921 8.0534774 8.8818983 11.2799884 10.8611232 10.2556953 7.1034725 -0.4161921 0.1687704 2.1688025 9.1229946 8.5711000 9.9164319 -0.4161921 6.0916300 9.9900408 10.4398722 9.0473603 10.4741002 8.9567008 8.4967252 11.9513871 3.8317658 10.3883703 10.1307303 6.6172588 4.3651956 9.1403418 7.9391872 13.6766343 9.4959767 10.4445349 13.7672774 12.8479118 7.5863414 8.5175265 9.7748951 9.7310408 10.3762195 4.5611184 13.2859544 4.8317658 11.0045856 -1.4161921 -0.4161921 10.5912136 10.0721782 12.8502564 10.5391225 13.7331463 9.7543868 9.2375766 10.4056098 9.1288001 10.0210677 14.0051775 11.8274755 12.8996222 12.2127370 11.3282492 1.3912178 10.3802811 10.5682543 11.3134566 9.3602688 8.3602690 9.2031387 12.8226884 10.4269718 10.9303496 7.1073981 6.1536919 8.6779134 10.4123690 12.9543870 8.9513707 0.5838079 -0.4161921 10.6145030 12.2510583 11.0809292 7.8784568 10.9605039 12.1139983 13.0263906 10.8611232 11.4328499 10.9466016 6.4603527 9.9577885 6.4847021 8.1669188 4.4418154 10.4072031 5.1687985 9.5307420 12.5474427 9.1781604 12.0102316 11.2211400 0.1687704 14.5095293 7.2531109 7.0796906 7.4732487 10.0539863 8.4526584 6.9847158 9.2058876 10.7014790 9.2589108 10.2703363 8.7550127 11.1159482 8.5838357 4.9057649 11.1617367 9.7730427 9.7060168 1.7537757 11.5358490 10.7166568 2.3911903 10.8579228 3.3387239 9.6890896 7.2384716 10.4175166 10.1630527 5.7637462 9.2650742 1.9057745 10.8144568 10.9125107 11.3032247 11.9195053 9.7221077 11.0412167 11.2875231 9.9236858 7.1837485 10.0716759 9.1846780 9.0626056 0.5838079 0.9057360 NA 10.1191112 11.0636010 10.5492594 1.3912178 9.6505978 8.4937290 11.7292904 TCGA-B9-4617 41 0 NA 35 kidney NA t1a nx m0 male 2010 34 NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 3 1 NA NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6962312 8.7220035 5.3670041 11.7425467 9.2655063 10.7608137 2.2584888 8.5938695 NA 11.1732379 9.2328936 7.3774205 8.2184809 2.2584888 10.4383882 9.4824807 10.0858218 7.0332666 2.0658480 11.3251368 3.2584737 9.0722602 7.8245330 2.4284104 10.8892012 8.4483038 8.5713621 9.0382968 6.2697064 4.3877623 9.1117885 -0.7415414 11.3906575 10.4685416 6.5713613 5.3028747 8.7741199 7.4727980 10.3806600 9.5668182 7.3352948 15.4310433 9.4158260 8.0133668 10.8914742 4.6847458 9.5916344 8.2556584 11.0670411 3.1653653 12.5185165 4.2126783 8.5352314 10.4290302 6.8731894 9.1411221 NA 9.5484979 8.6550838 11.7876656 6.6421831 13.7725119 4.3028747 8.9691822 7.7503325 11.4894002 NA 7.5205739 14.0579631 12.6703872 8.0754626 2.2584888 6.9449791 10.0913691 9.8140269 10.2350432 6.7179108 8.2471637 9.0786581 9.6138302 NA 10.6842195 6.7898609 10.1502628 10.0066719 9.0770614 8.9326713 11.6053889 9.6400220 13.2203809 1.8434613 NA 10.8978198 8.7859562 9.7682541 10.1832916 NA NA 4.2126783 14.3432460 11.2584791 10.5046259 11.5736286 6.8130680 10.6652155 11.6212448 2.9589169 8.7281209 4.7820416 10.5123266 11.8685811 11.1288207 9.9846973 9.0882018 5.4679315 11.1601003 6.4872982 NA NA 9.1773423 6.4082261 NA 9.0447487 11.6628224 9.8197670 12.5121789 9.3696148 5.3028747 9.8101873 7.4630502 11.3474064 9.4642723 3.3459357 9.9397175 8.4606029 4.7179122 11.3446153 7.8092260 10.3715701 12.4504636 9.6721071 9.4691505 12.9572923 8.5781511 9.6784392 8.4005862 7.2641038 0.8434211 6.3565118 10.4581514 3.3761792 10.1781692 9.6083132 10.7407829 8.6182287 10.2570696 11.2421853 10.5513759 4.3028747 10.9140098 9.5878493 4.3459427 7.9166904 1.8434613 8.0850278 6.1164604 12.1449378 11.2894910 9.4284041 11.2115842 10.7493299 9.6972710 1.2584586 11.0804643 9.2457431 6.2697064 11.0142012 NA 6.1039696 5.8583914 1.5803867 7.9238147 -0.7415414 10.1653697 2.2584888 6.8283345 5.2357577 NA NA 11.2542462 11.2271459 11.9647592 10.4240142 11.4770423 6.5346033 8.7927626 7.4445934 7.0722602 10.1855162 8.8878356 9.6378575 7.6116261 2.5804108 NA 9.9388386 8.5369287 8.3538759 3.5064115 9.2987687 10.8368517 10.4526203 7.1876787 10.1713685 NA NA NA NA 13.9066119 7.2414722 8.1862569 11.1027926 NA 7.8951038 8.5158670 11.9654067 7.7543344 10.4703674 9.8978197 9.8283347 9.2314588 9.3392966 11.0512694 9.9812866 9.0992571 10.3259134 7.3929055 9.3232219 4.2126783 9.0463816 5.0658351 7.2366179 12.4266811 -0.0080028 0.0885480 0.8458300 -0.0023553 1.7082000 -0.0134020 0.8324800 0.7971400 0.3737900 -0.0677270 0.0000000 -0.0080028 0.0885480 0.0600790 0.8280400 0.8280400 0.8671200 0.8671200 -0.0198630 -0.0038779 -0.0107840 -0.0142280 -0.0040162 -0.0040162 0.8278400 -0.0085224 0.8665200 -0.0214880 0.8249400 -0.0636330 0.1389900 0.857 0.857 0.000 0.000 0.861 0.861 0.867 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.708 1.708 0.000 0.000 0.000 0.000 0.345 0.345 0.857 0.857 0.000 0.000 0.861 0.861 0.867 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.708 1.708 0.000 0.000 0.000 0.000 0.345 0.345 10.2752874 6.9931886 7.7623050 7.3743553 NA 9.8987240 4.6507990 6.6167341 9.3272573 11.5268661 9.5530999 4.4679315 4.7179122 9.8667338 5.6678694 7.8951038 11.2836187 8.4606029 1.2584586 6.7898609 4.3459427 NA 8.1980585 8.6464964 11.3329049 10.4624388 11.3487537 6.4776482 NA NA NA 10.0698537 7.5158670 8.6763316 0.8434211 4.4284037 9.4470679 10.3637329 8.9999462 9.8044089 8.4944932 9.6742209 10.3157940 2.5804108 9.4848914 9.8425020 7.1226655 4.2584812 8.3670036 6.8731894 12.7445599 10.9842713 9.8425020 13.2961118 12.5710288 6.8731894 6.8434412 10.1242123 5.7179094 10.2199288 4.3459427 13.5487140 5.9449802 10.9388386 0.2584586 NA 9.9838454 8.4944932 12.1601002 9.4800661 13.2203809 9.5404092 7.3670032 9.8518702 7.8207215 6.8130680 12.4765882 11.1288207 11.3584843 12.5163089 9.9623826 2.4284104 10.5380897 9.3890496 10.2877663 7.8092260 7.1832920 10.1929071 12.4965852 8.9166907 11.0524887 1.2584586 5.8583914 8.5893961 11.1342284 11.9984706 9.6678700 -0.7415414 NA 8.7563308 12.7076277 10.9532243 7.0722602 11.3245683 11.7908350 12.0539100 10.4624388 9.5508006 11.3326206 5.6335184 7.7096904 4.2584812 9.3339583 4.5064052 9.1743585 2.2584888 8.8149852 12.2589950 9.4044112 11.3191750 9.7260846 2.5804108 15.4895127 6.6870901 6.2697064 7.5415675 11.1536756 8.1195658 8.6826453 8.1008295 10.0577607 8.4056840 11.7805702 4.7179122 10.1288438 8.4968837 0.8434211 9.3419584 11.3228850 10.4202408 -0.7415414 11.0597833 9.8814461 4.3459427 10.6083131 1.5803867 7.6805438 6.6507961 9.3696148 9.0130158 2.5804108 9.8648843 2.0658480 10.4581514 11.0769374 10.7326920 12.1449378 10.8910199 11.4208704 11.0142012 11.1661209 6.4483030 7.9931886 9.7281209 10.5064066 -0.7415414 0.8434211 NA 8.3565110 10.7925923 8.1411221 -0.7415414 7.8951038 8.5369287 10.4507718 TCGA-B9-5155 71 0 NA 665 kidney stage iii t3a nx NA male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.92482735 4.30159496 10.80503613 9.38974210 9.19053461 9.55996208 5.98402419 1.34738219 9.91440412 0.66929895 11.79448199 9.71262759 11.27573209 6.87878051 10.26140635 11.98164263 9.96256854 8.44147642 7.52979284 15.45049190 9.35442615 8.86211287 11.44953852 3.87095647 9.23994168 8.03564920 10.34669411 -0.65267451 13.94974969 3.47792337 7.99798389 9.58161751 5.28991191 8.14018917 -1.65244772 9.65801149 9.95519146 11.75983631 7.87487564 13.77105377 5.89429393 9.52271746 8.59888102 9.80375319 NA 6.77366409 12.35932484 13.45894203 8.02335572 NA 8.39315832 11.69861408 8.93704978 10.85047910 8.37115327 6.73971581 8.80375335 9.91867737 -0.65267451 10.95403531 7.67157928 9.96578428 9.29064626 9.66141542 8.67719496 11.10502213 9.27887500 14.50286928 0.66929895 3.73971851 10.66960863 10.36072146 8.29868351 10.70137257 NA NA -1.65244772 12.55570936 9.52979323 9.93470756 8.74614243 9.98990180 8.89429333 10.98289022 2.34741054 8.45330727 3.30160228 11.85556495 11.18147475 12.18830649 10.21622130 9.06678749 5.36976658 10.33501813 5.96210939 2.59533656 4.96210939 8.80375335 7.81296536 NA 8.75041088 12.46666415 10.18699630 11.47539308 10.14018904 2.15474521 9.10478874 7.04436680 10.15726330 10.92199234 6.39179349 8.36837856 2.87095647 3.20537687 10.28954667 8.98764375 12.80201937 11.32503646 8.54338607 9.14343832 11.90354557 8.97036564 10.21390495 7.61652532 9.33679329 -0.06763641 9.18660257 11.04393173 2.60440348 9.31710912 9.67439003 10.74987797 8.74827807 10.59087032 11.78528089 10.78515082 2.15474521 9.94312254 8.74326485 2.34741054 8.10395497 -0.65267451 7.35302329 7.17394691 11.92305619 10.66198202 9.85072771 10.86752632 10.21351862 9.42954776 0.93236359 10.91353369 8.93704978 8.04262683 11.31822368 1.80681896 3.47667979 5.07531869 3.87095647 7.26626183 2.66932163 11.15092454 2.15474521 7.44015574 4.12875531 -1.65244772 -1.65244772 11.52154425 10.76788541 11.33217326 11.03236647 10.94475305 7.35021345 9.27215923 6.91421409 9.66311438 10.97721072 9.88316013 10.82237214 9.03302373 -0.65267451 -0.65267451 10.49428559 8.85915147 9.04436625 4.73971851 11.51152007 11.28697798 11.35038956 5.16604455 10.77758993 -0.06763641 -1.65244772 1.15477761 NA 15.12868165 8.91059506 8.44015574 11.39418174 -1.65244772 9.69612687 8.63322848 12.20644818 7.03739650 9.90342577 10.18147468 9.94078986 8.94824077 9.29649595 11.67775549 10.57741920 9.95703919 10.54921643 6.99485688 10.00256273 4.30159496 10.85717376 5.32993444 6.95195257 10.71645081 -0.0019399 0.0193630 0.7719500 -0.0011087 0.7831100 0.0049969 -0.0129890 0.7898700 0.1327300 -0.0019399 -0.0019399 -0.0019399 0.0193630 0.0193630 0.7719500 0.7719500 0.7719500 0.7719500 0.0000000 -0.0011087 -0.0037395 -0.0021593 -0.0062286 -0.0062286 -0.0129890 0.0022193 0.0063871 -0.0016629 0.7721400 -0.0261670 0.1327300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 9.8226256 6.5953261 7.3558277 7.6643591 NA 9.7965475 10.8286937 6.8001751 9.6614154 11.2944037 10.9689928 0.3474389 6.0888667 9.2139050 3.9019867 6.6141857 11.6616988 2.8709565 -1.6524477 7.3780659 0.6692989 NA 8.7461424 7.1643820 11.0783804 10.7947404 10.5138036 6.7652510 2.8709565 2.1547452 -0.6526745 9.6471792 6.9767554 9.4394952 -1.6524477 1.6693443 9.3655989 10.5009508 9.0667875 9.6235232 9.0804141 9.5786199 11.0833778 4.4766798 10.6382816 8.8551933 7.0650757 2.9912633 9.9407899 7.0162835 13.6148073 9.6147708 10.1101960 13.3032303 12.7277922 7.0513025 9.8392518 10.2292775 4.3015950 10.4285493 0.9323636 13.7704162 5.7137206 8.9930573 -1.6524477 -1.6524477 9.9708230 9.5384580 13.0198794 8.9398557 14.5028693 9.1928888 10.0002437 10.5123057 9.3883734 9.9899018 13.6861003 12.1883065 12.4723278 11.8452506 10.6115481 3.1022886 10.3382119 11.5614143 10.3965667 8.9876438 7.8251572 9.9412567 13.3877741 6.8630985 11.7883977 5.9694498 5.8312135 8.8016980 11.3962262 12.1348933 8.7267771 -1.6524477 NA 9.5173237 12.6731961 11.0471274 7.7354159 11.4328712 11.5149737 12.6923881 10.7947404 10.5176368 11.2084857 3.1547614 6.7610272 4.4559255 9.0426271 3.6693216 9.9912550 5.5858038 10.7937067 12.8279315 9.5762175 10.9937324 9.5229483 2.2542917 15.0388561 6.3011303 7.6351108 8.0571546 10.4936492 5.9172551 -0.6526745 9.3325292 9.9930573 8.7599687 11.6355439 2.5953366 8.1238317 6.4454304 1.1547776 8.5185757 10.5446155 9.7851508 NA 11.4898250 9.3332408 4.1022886 10.5959194 2.1547452 9.4715202 7.7027496 10.1401890 9.3384601 0.3474389 9.3375028 -0.6526745 11.0439317 11.4358558 10.9311867 11.9230562 10.1901420 10.9977774 11.3182237 10.6889176 6.8512243 9.9115482 9.0400143 10.1971948 NA 2.7397185 -1.6524477 7.8962210 9.5104887 9.4513422 -1.6524477 9.6961269 8.6477513 11.8249041 TCGA-B9-5156 51 0 NA 1338 kidney NA t1a nx NA male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 6 4 9 1 4 1 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7639727 6.9657843 7.3338709 7.9114729 9.3172566 8.7537188 11.8230299 0.8854182 7.5625431 9.2103414 NA 11.7544906 11.1404395 10.7721236 0.3004166 11.6013729 8.6133313 3.3879139 10.4057022 4.9151576 7.0078077 5.6223769 8.7902964 10.0963988 0.8854182 8.1301710 3.2073463 9.8550373 10.4915076 10.2260028 11.4112579 9.8072519 10.0069444 9.6302447 12.5054779 7.2013153 6.3879105 9.8483068 10.0121154 NA NA 0.3004166 8.7802287 10.9076492 8.0008879 4.8854133 7.9550843 9.2043303 10.6116291 TCGA-B9-A5W7 47 0 NA 585 kidney stage i t1a nx NA male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 6 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.78042822 6.02786620 10.46249501 11.78507560 8.55142873 13.66457022 9.76581219 11.89662228 14.95040094 10.61609253 11.01160396 8.51832544 6.13366216 7.16608272 11.21015316 5.85303253 3.08926085 3.25919715 9.54047854 10.51727845 9.96629577 2.82623322 0.08922694 9.07984421 9.27166168 10.07463495 8.59309303 5.49299077 11.59474811 9.69536403 11.18905347 5.90518480 10.02982569 3.59176318 10.90037438 9.84749056 8.07416020 7.57308287 2.41118216 10.26377693 9.59309303 10.42055756 7.22881869 NA 11.17722075 3.35680583 8.56094265 7.84637923 4.52666981 11.14454978 9.23647229 9.05216344 9.38663465 3.54869555 6.85303253 10.57777700 -0.49573556 12.01556332 10.14454978 8.87062703 3.75223478 9.66290189 8.36228577 10.78391545 9.37235578 7.27248889 16.01554017 9.56026500 8.20474475 11.30378885 4.57039614 8.96168583 7.63873130 11.57894810 3.20475110 13.55589616 3.27142568 7.88576103 9.80580110 6.92636954 8.99515575 1.50431530 9.77343151 9.46140680 12.22433529 7.25919244 15.01112624 4.05889657 9.32082446 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3.63358233 6.92636954 10.94361627 10.44057468 0.08922694 6.67423041 3.41119572 NA 8.09301923 7.46140659 10.67027641 10.46249501 11.33752306 7.58378983 0.82619254 NA 1.82623322 9.91316528 7.50992936 9.23477505 -0.49573556 5.94724769 9.5582307 10.1363912 9.2099373 11.1171733 8.4036618 9.4815847 10.6046387 3.3116630 10.4179423 9.0366607 6.8706273 4.4815831 9.2683471 6.7088756 13.4840426 11.2520782 9.4993654 13.2320126 12.3854188 7.0500032 7.2457714 10.4486508 8.5609427 10.5727472 2.8262332 13.7994280 5.4700878 11.5607732 0.8261925 -1.4957356 9.8408114 7.3930480 13.1083368 9.1793797 13.6800493 9.2954677 8.8103666 11.4437004 10.5894453 8.8228477 14.1029680 11.3258317 12.1643007 12.5546637 10.4869420 3.6742346 10.5960707 10.7076528 11.0224662 8.3132690 7.3991224 10.0487864 12.7290602 8.9030485 11.5211131 5.9961582 6.3930489 8.9200467 11.5826225 12.4178488 9.9005404 -1.4957356 NA 9.5266727 12.4823896 10.9971469 7.3838883 10.8382987 11.49865826 12.17130545 10.46249501 9.76581219 10.61609253 4.52666981 11.54219492 3.96373305 9.03178197 4.82623322 9.48301522 5.90518480 8.92847100 12.12680970 10.41307274 11.12200186 9.58711911 2.59177515 15.18493907 7.90422335 6.52667294 7.83725893 11.26231981 7.33719460 7.28238235 8.77109127 9.54596393 9.20993727 11.59673164 6.01209932 10.64896312 6.46430722 3.59176318 10.47800217 10.91157258 10.21166397 -1.49573556 11.31045163 9.13730012 4.11901580 10.26585610 0.08922694 8.92215740 7.81491759 9.10607555 9.27163693 2.59177515 9.11440685 0.08922694 10.37967023 10.85518875 10.34035519 12.71687722 11.06152916 11.45577167 10.64705011 10.83634139 7.59706182 7.82623322 9.85247973 10.27000536 0.82619254 1.82623322 NA 9.83578168 10.55007135 9.14906244 0.82619254 8.60365268 8.85855423 10.82369468 TCGA-B9-A5W8 50 0 NA 524 kidney stage ii t2b nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 2 4 3 4 4 1 4 NA NA 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.4235676 5.0994635 9.3236326 7.0994646 10.9715291 0.8264366 13.7504544 0.2414741 9.0448397 7.9103687 6.3395151 9.0162707 2.5634022 9.8311348 9.4703024 12.7740831 7.1483739 14.6624886 3.7009168 9.5148480 7.3604249 9.8179679 -0.7585259 8.0712065 14.5190616 12.7290724 8.6761119 8.1393293 7.3129456 10.2144634 9.8817285 10.8070618 7.8488138 8.3630173 9.0129731 8.9192033 NA 9.6833903 8.5012269 10.4038749 9.9367118 8.3447713 8.4288358 11.6825396 10.0680322 12.9626896 4.5268889 2.2414741 10.7527421 9.4666911 8.7670045 9.6466251 NA 0.2414741 1.2414741 13.4449846 10.0908888 9.2680072 12.1806955 8.5059263 10.0608644 11.2714610 4.5268889 7.6593359 4.8853401 10.8703848 12.1668526 11.7098455 9.9787309 8.3262920 9.9947003 11.2617691 2.9419326 -0.7585259 0.2414741 9.1195346 4.7650467 NA 9.3129460 12.4945924 9.4013548 10.2471082 9.1453654 2.8922550 9.0696200 7.4063904 9.4448439 8.6719362 6.6677488 8.5768739 3.6338032 5.3912316 10.3893245 7.8671922 11.4411560 11.1214497 9.4739046 9.3289464 13.0972281 9.0979091 8.2187637 9.3513143 6.6165224 0.8264366 7.9896766 9.9479796 NA 8.4264333 9.8046799 10.8409316 9.7182297 9.7893421 11.6774142 11.1861957 2.2414741 10.5560669 8.6964821 4.6338032 8.4013548 NA 8.3988305 5.8113400 11.6346059 11.2464063 9.5222543 10.9992903 10.6418294 8.0775341 2.4113991 11.5357655 9.3886885 8.6947542 10.4057620 -0.7585259 5.6338003 3.3289513 3.8264468 7.0932327 1.8264366 10.8132362 1.8264366 9.2735294 6.0616617 NA 2.0488290 11.8476574 10.4727047 11.4269785 10.2379571 10.8339406 7.2913319 8.4459567 7.1329634 7.1483739 10.1347852 8.8451099 11.2652380 8.9227221 NA NA 10.3182992 9.1573631 8.3209684 7.3810350 11.0440000 10.2022096 9.7353391 6.8954032 10.1942249 NA 2.2414741 1.8264366 6.9557289 13.9413271 7.2527108 8.7090893 11.0030348 NA 8.9997069 8.8679409 10.9125824 6.6593366 10.6588087 10.9388856 9.2372508 9.5452643 8.5701585 11.6877915 11.1294657 9.8988021 10.3176311 7.9174407 9.4894111 3.8853401 9.4337763 4.4737609 7.9764301 11.0183278 -0.55447000 0.00541390 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10.2714985 11.3485967 10.5251442 6.6411385 6.0323301 9.9454585 3.6738730 8.1550024 10.6996542 6.0889133 -0.6115349 7.9139946 1.9734276 NA 8.8489293 8.9440212 11.0692659 10.6366976 11.2971306 6.3484750 1.1958515 -1.6113145 0.3884651 9.9363320 8.0448984 9.1877551 NA 3.7460225 8.8662317 9.9999594 9.7416203 9.9344033 8.4878211 9.5967078 11.2908486 4.1163980 10.7104015 9.6154877 7.5881457 2.3884651 9.4430778 6.4706231 14.0020040 12.3025783 9.5196874 14.0072604 12.3541676 6.9041734 7.9179043 11.0375051 5.5683818 10.8573520 2.3884651 13.9058661 6.1566575 9.4342331 0.3884651 -1.6113145 9.7143410 7.1400179 12.9266624 8.9041734 12.7237242 9.0932417 8.6292648 8.2197808 10.6948201 9.5248238 13.8224501 11.5112772 11.1085039 12.8859511 10.7826682 NA 11.8010433 11.0936739 9.5863044 7.5280250 7.6807948 10.1792292 13.2571032 7.7613385 12.5014831 6.4706231 7.2772167 8.7460255 11.4103210 12.0443396 7.6853894 NA -1.6113145 8.5394900 12.5398072 10.8225517 7.7786423 11.0054817 10.92908587 12.43235518 10.63669757 10.00777646 10.99557256 5.58814494 8.70135637 3.55840234 8.98093041 4.16983683 9.36932710 7.47062227 8.59914481 11.98710410 9.34412344 11.20625658 9.78988637 2.08892177 14.51829982 7.09748860 6.10271901 7.42098760 10.21263670 6.50221602 7.53058035 8.60400644 9.91252547 9.46060599 11.17739568 3.78079302 8.42602023 7.24022273 -1.61131449 9.10871785 10.83167603 9.84841732 -1.61131449 10.86673755 8.79786446 2.08892177 9.38635852 1.84791675 8.81788031 7.99765202 8.94402122 9.00442499 2.47594090 8.26805677 3.51775441 10.10657825 10.58107458 10.37609282 12.09270135 11.27130754 11.72134920 10.57860677 10.64438727 6.56339917 7.52033031 9.79786446 10.32216409 -0.02649893 -0.61153490 0.71043728 8.15996314 9.13842669 9.03593204 -0.61153490 9.06354851 8.65643058 10.31291483 TCGA-B9-A69E 71 0 NA 452 kidney stage iii t3a nx NA male 2013 NA no NA kidney papillary renal cell carcinoma 185 1951 white not hispanic or latino NA NA 2 2 3 2 4 4 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.1825016 8.7384716 6.6888406 9.9577843 10.0211193 11.4909205 7.1618484 1.5304204 -1.2768347 NA 9.6193892 7.0673526 9.3033152 NA 7.5336288 9.2515108 9.9091710 9.5496053 8.8967338 8.4879284 10.2253913 9.9404086 3.0449886 10.1377420 8.2910127 6.5496045 6.6655718 9.2048562 6.9325101 13.4643657 12.2001826 8.8841885 13.2214697 12.7294705 6.2544391 9.5918793 10.5027761 8.3848347 10.3963658 5.2149097 12.6339805 8.0313957 10.1159108 3.1824857 0.3080113 10.1002673 7.2583324 12.5910111 9.5535719 12.9858123 9.2028369 8.4526774 7.1324473 12.2697101 8.3883928 12.3892808 10.6511532 10.9500710 13.1070310 10.5392404 1.3080113 11.2512666 7.2108963 11.1393265 8.0980963 7.2229031 10.1763274 12.2854184 10.5056455 11.2950440 5.6419188 6.4095573 3.9325148 11.5893697 12.7301716 7.0268377 NA -1.2768347 8.9385899 12.3414422 10.7356429 6.7564803 10.8867064 11.9062269 12.3029619 10.0211193 9.7951893 10.8210888 6.9851520 9.3322355 4.7230561 8.7384716 4.9325101 9.6743415 6.3004862 5.8829291 11.6861226 8.8791400 10.9635500 9.7851029 1.7230779 13.3273783 6.6634585 6.1324473 7.9249354 11.5188935 9.1722055 3.9325148 9.0359397 9.8797719 12.1715422 11.2480881 7.4509770 11.3042573 9.3732110 NA 12.0727526 11.8645253 10.3326972 0.7230779 11.2614882 9.1824885 3.3669097 9.3569601 5.7891450 8.3322353 7.3303872 9.1387986 10.0628455 4.4779428 8.6011078 6.3155137 10.5178787 10.3192465 10.5360362 12.1725923 10.7391686 11.7414308 10.0319646 10.6537941 7.6419202 6.5432360 10.1665184 9.5416389 1.5304204 3.8105151 NA 10.3950400 11.6309764 8.9004762 0.7230779 8.3776929 8.0313957 9.5207183 TCGA-B9-A8YH 52 0 NA 532 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 2 6 4 9 1 4 1 1 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.59476350 9.38144605 9.83485798 7.82172871 NA 8.90084568 9.05710689 -0.06703176 1.88408991 5.35925057 7.83385212 6.16820276 7.66317239 10.77454980 11.61977778 8.43283125 12.70165228 10.31416788 12.45793523 13.22269990 11.44193569 11.18367867 9.29127041 6.72380154 7.29639041 10.18840748 3.90261389 2.04844546 4.08246416 9.76692969 10.65066190 10.31055757 4.94793728 0.93296824 9.11289453 9.35154088 10.83410377 8.76692969 6.00623518 10.06312701 10.09621586 10.77035063 5.48757317 11.25735360 6.93673804 9.71979967 9.83937498 8.65863566 8.54278000 3.83987899 11.04390371 9.76640269 10.42483855 7.84187817 2.99188007 11.11207351 3.15589492 8.76528477 8.51919984 3.99188007 10.38110175 9.78421392 9.06569939 9.34793135 5.45654662 8.33244165 10.02838253 4.27875794 12.02959085 10.68341338 7.42216403 8.02750298 10.27394079 9.99232998 10.38385309 9.33244143 7.24586831 15.63347939 9.44473808 8.28613217 10.94886508 5.26688771 9.34308353 8.26539517 11.77938999 4.55747749 13.74743444 4.31403665 9.06733486 9.93016502 7.31380725 9.05019557 0.93296824 9.59476350 8.93016488 12.06965625 7.07253674 13.88474920 4.61480995 9.83894909 6.43017151 10.46663966 NA 7.18722636 12.78323746 13.55793321 8.84087767 8.47988008 7.35925057 11.30167383 8.62298341 11.06183903 8.65294461 8.41141819 10.27949927 9.89828878 -0.06703176 10.55320535 7.86765929 9.78837315 10.18604501 10.34837518 8.80745475 11.70417094 9.19508032 14.22681633 1.15536066 0.66993384 10.72577574 9.75059277 9.04325126 10.68201684 4.79096487 2.74034475 2.74034475 13.47129568 11.54277986 10.76191535 11.23638570 9.22837187 9.61890228 11.24378759 3.47730171 8.83586314 5.70557433 11.15759016 11.10728705 11.27210247 10.54616106 9.61363810 9.16899973 10.94956163 3.43548192 0.66993384 -1.65199426 8.75529087 6.17457220 -1.65199426 9.19586332 12.10029909 10.04846276 11.38591308 9.94374672 2.43549525 10.11868689 7.79096617 9.82205341 12.59676593 4.99188007 9.10957421 5.56719252 3.99188007 11.08484771 8.43813521 11.62603679 12.19125706 8.78992972 9.17774566 12.16220487 8.68675928 9.85631300 8.95904764 6.62414770 -0.65199426 7.82375636 10.37558349 0.34800574 9.54932609 9.86421540 10.39787151 7.79717190 10.21375626 11.46534141 10.60127959 3.43548192 10.30185568 9.49192904 4.30221668 8.39923177 NA 7.74676690 6.56719100 11.68145792 10.90500793 9.27283550 10.23790711 10.82299641 9.19272876 1.51793074 10.85002185 8.97737953 7.85779816 11.33777224 1.93296824 5.37039099 6.28466033 1.34800574 8.51919984 2.87158741 10.65891971 0.93296824 8.17615968 6.52000101 NA -0.06703176 11.49331834 10.81588319 12.18071525 10.89732636 11.97589879 8.38419663 9.97189528 7.86046688 7.80335040 10.68452957 9.86864171 10.66232301 5.31380816 0.66993384 NA 10.61510221 9.06398498 9.36064762 5.18091166 10.23486269 9.66656577 11.17198726 6.18040649 9.94188099 -1.65199426 1.93296824 -0.06703176 1.66993384 14.17650661 8.15526502 9.19742804 10.82350314 NA 9.55198274 9.27617862 12.12322171 8.66543577 11.63631230 9.76798313 9.64149455 9.20055241 9.20988538 11.31632979 10.16140339 10.32458708 10.42584006 7.40871865 9.72695720 4.43548858 9.77218935 5.72236766 7.16497428 11.23828728 -5.5312e-03 1.5321e-02 7.5626e-01 -9.1069e-03 1.4803e+00 -4.9666e-05 -6.6299e-03 7.4044e-01 1.7439e-01 -5.2477e-03 -9.5685e-04 -5.5312e-03 1.5321e-02 1.5321e-02 7.4769e-01 7.4769e-01 7.6066e-01 7.7774e-01 9.3232e-03 4.5934e-03 -2.2035e-03 1.2808e-02 9.7410e-03 8.9054e-03 -6.6299e-03 -5.1473e-03 5.1492e-03 -1.6495e-03 -5.5242e-03 -2.7385e-02 1.7439e-01 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 10.2036702 6.3924170 8.2817135 7.8033711 NA 9.4798799 8.7176202 8.1380455 9.6189023 11.2026051 9.9315760 5.8478692 5.8074554 9.5532053 3.5179433 7.0894897 11.8236298 5.5671925 0.3480057 7.4695564 3.7055799 -0.6519943 7.9423474 8.9810181 11.2835324 10.7745498 11.1774623 6.5911977 -1.6519943 NA 2.0484455 9.7935552 8.1745717 9.2794992 -1.6519943 6.1809137 9.44144053 10.16300592 9.28907064 11.54861512 8.77428763 9.65863584 11.04629358 4.15537686 10.13183973 9.40601469 7.05192671 3.39241360 9.19899107 5.67893952 13.31434817 11.24454461 9.70941851 14.04604933 12.42792439 7.46176509 8.45915863 9.61363810 10.16140339 10.24246186 3.83987899 13.87528616 5.94047922 10.79458937 -0.06703176 NA 9.92686733 8.41680133 12.96583478 10.04889619 14.22681633 9.58403723 9.03452360 10.97007482 9.34943119 9.22837187 12.99598725 11.27210247 12.56423835 11.95327099 10.57021415 2.43549525 10.93275068 10.44638414 10.79355519 8.43813521 7.66769489 9.79200253 12.72177177 9.93251581 11.56567628 6.48244981 6.59595115 8.79200253 11.05235897 12.81403570 8.98374124 -0.06703176 -0.65199426 9.48052264 12.43532007 11.53163045 7.15215400 10.99570625 11.49108726 12.40347491 10.77454980 10.31416788 11.44193569 6.51794806 10.08864701 5.27876166 8.80437726 5.04846290 9.53969914 5.48757317 9.52793203 12.61265178 9.26091224 11.41528924 10.32458708 2.87158741 14.85983740 6.87326938 7.64723103 7.89430000 10.80052163 8.28023766 2.80745797 8.68005952 9.96181242 9.16940644 11.62879373 8.39105021 10.82147505 7.78889187 5.92545119 10.34837518 10.63861791 9.79200253 1.15536066 11.80245081 9.35994915 4.39242047 10.66628331 2.25492656 8.44078032 7.35083843 9.94374672 9.47033980 0.66993384 9.95996992 0.34800574 10.37558349 11.41293413 10.56779650 11.68145792 10.71489158 11.00913299 11.33777224 10.62647245 7.30802497 8.06741177 9.74996912 10.16540638 2.51795593 1.80743736 NA 10.03101756 11.65632220 9.15296065 -0.06703176 9.55198274 7.98826772 10.85581759 TCGA-B9-A8YI 79 0 NA 374 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.60101e-06 7.97643e-07 4.08163265306122 20.4081632653061 17.3469387755102 35.7142857142857 22.4489795918367 8.9902756 9.6303647 9.9588821 10.7431241 9.8661957 7.4930893 3.4106260 9.7536792 8.7346751 NA 1.6421932 4.3231611 9.1544711 5.6450906 5.4316898 10.3489956 11.8875516 8.4524468 12.9252828 9.2255391 10.6490315 15.6492238 11.0826361 10.9804824 7.3892527 6.0646307 6.9081260 9.1686541 3.6450906 NA 2.9081212 10.0192621 10.4543779 10.3517607 3.6450906 -0.6769182 9.4880709 9.1764734 9.7186981 7.4316881 4.4930901 8.8661958 9.4588733 11.4886991 4.7494270 10.3018744 8.6630140 9.1401475 8.2509417 8.1528866 7.3510700 1.6451021 9.9369534 10.4323417 9.8130119 6.9230767 2.3231683 11.4183170 0.9081212 9.8526336 7.9043643 2.9081212 11.3410163 9.6851078 7.7661075 10.1680893 -0.6769182 6.4627149 10.9286435 -0.6769182 11.7838758 10.8069797 2.3231683 4.8150169 9.2889482 9.9174886 10.9746642 7.8309588 6.3999794 15.6794096 10.6905787 7.6807161 11.3672165 3.8467240 8.9760090 6.7577927 10.3175174 1.9081212 12.9676962 -0.6769182 6.4584115 10.4284178 7.7068683 8.6269446 5.8777516 9.8049633 8.7743749 13.4347072 6.9597887 14.9821553 4.8150169 9.4709031 5.3892536 12.5781925 -0.6769182 8.1337356 13.9776881 12.9901646 8.3811557 6.2539004 7.3399720 9.4066432 6.9670199 10.5080393 8.2450050 7.8506407 8.9867221 9.1904428 NA 10.6607859 8.3675580 11.4905821 9.5615686 8.3146857 8.8150169 11.1519192 9.8834968 11.8594112 2.6451021 -0.6769182 10.6108763 10.7079477 9.1826988 10.6068311 NA 3.5710943 0.3231971 13.9427535 10.8525945 9.5055583 13.0348309 9.2210094 10.2896694 11.0574501 1.6451021 6.2058069 9.8457455 9.7197687 11.1405473 11.3770186 9.6428360 8.7240435 8.3865592 10.5148401 3.0236102 NA 2.7825973 8.7577920 4.6450906 NA 7.9043643 11.8863602 10.1702213 9.4767160 9.3033036 1.3231395 9.2598019 7.6540810 10.2660743 14.1620231 5.8467265 10.0987742 3.3231683 2.0258084 11.9622785 8.0646307 10.5234495 11.3939557 9.4238263 9.4093001 12.9055412 9.5191513 9.6417068 8.7452286 10.4659092 NA 7.1686541 10.2860600 4.9002920 10.2776438 10.0519347 11.1240638 8.4905822 10.1536792 11.7030837 10.4059782 2.1305026 10.0838839 8.7160824 6.0780504 2.9081212 NA 6.8467265 5.7661075 12.4408070 11.2498305 9.4145994 10.4703689 11.1309213 9.1110665 2.9081212 11.2145413 9.4767160 7.0442630 10.3979744 2.1305026 5.8309575 4.3675598 2.3231683 10.6490315 2.3231683 11.6448102 6.2773599 6.1305191 5.6450906 NA NA 11.9263266 11.2416545 10.7489044 10.8982304 11.3651652 11.4261238 8.5687166 5.6046763 8.9706225 10.4362549 9.8069797 10.4231692 4.0780547 NA NA 10.1053431 9.4955914 8.0374097 NA 7.7536166 13.0241454 10.1489177 6.3180836 9.2961437 -0.6769182 1.6451021 NA 6.1935293 12.2889482 6.8930199 9.6462187 10.9969147 -0.6769182 9.2210094 9.1837698 11.0065972 4.7494270 10.4760825 10.2788138 9.7068683 9.2255391 9.1950692 11.2878658 10.9986800 9.5840835 10.7160180 6.9742161 7.7154816 3.2300493 7.9378740 4.9081260 7.5946269 10.5117528 0.00395010 0.00000000 -0.00110870 -0.00360110 -0.00636680 0.00083195 0.00110930 0.01321300 -0.00650500 0.01405800 0.00393490 0.00395010 0.00000000 0.00000000 -0.00110870 -0.00110870 -0.00110870 -0.00110870 -0.00940460 -0.00426650 -0.00249380 0.00083195 0.00499690 0.00499690 0.00110930 0.00166420 -0.00221680 0.00291330 -0.80558000 -0.00142510 -0.00650500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1369451 6.4729117 7.4575902 7.1158240 NA 9.8739107 10.0061586 7.1813312 9.7186981 11.6059251 10.1842508 0.3231971 4.3231611 10.1607919 3.5710943 9.0183922 11.3448380 3.3231683 -0.6769182 6.2889491 3.5710943 -0.6769182 8.3730126 6.3675580 10.5264630 10.3489956 11.4381848 9.2788139 1.6451021 1.3231395 -0.6769182 10.4066433 7.4053134 9.3716508 NA 4.9081260 8.5252878 9.7336153 9.7897503 7.6807161 8.9452159 11.2145679 9.8901693 3.4930837 9.4968410 9.8279828 8.0510844 3.9670210 9.6050939 5.7325541 14.2090986 11.2842518 8.9100038 12.9822679 12.7973769 6.7154816 9.3090058 9.5447510 7.5129885 10.0755445 2.6451021 12.6180718 6.2539004 9.6652385 0.9081212 NA 10.8403412 7.6718920 11.6602283 8.7743749 11.8594112 8.6450920 8.5899503 4.2773599 10.7399615 9.2210094 13.8399104 11.3770186 10.8782323 13.0093361 10.3075824 NA 11.3774291 10.0425527 10.2903902 8.0646307 7.8428004 9.9360325 12.7734731 8.1272949 11.1520938 5.1045254 7.1305191 8.8467258 12.1347393 12.2500158 7.8069800 NA NA 11.4643131 12.2640281 10.6530163 5.5899492 11.0253366 11.7468051 12.3056228 10.3489956 9.2255391 11.0826361 5.8150169 7.3999794 3.9081308 9.2300546 4.1811423 8.9902756 4.7494270 7.3061574 12.3286078 9.6177846 10.9401722 9.5228363 0.3231971 14.0709898 4.8060147 5.8150169 7.7705364 11.8084901 6.8467265 7.8309588 9.6177846 10.1216357 10.4434018 11.2831659 6.0780504 9.1919865 6.9955897 1.3231395 10.3111384 11.5077294 10.2308057 -0.6769182 10.6160607 8.9867221 1.6451021 9.5313982 7.0442630 8.6982032 7.7025426 9.3033036 9.2625962 1.3231395 8.8428001 1.9081212 10.2860600 11.0013239 10.5834955 12.4408070 11.7730864 12.1983373 10.3979744 10.8165191 7.9081266 5.4106260 10.1858013 10.1151407 -0.6769182 3.9670210 -0.6769182 8.6872987 12.0139040 9.2598019 NA 9.2210094 7.1686541 9.8777528 TCGA-BP-4158 69 0 NA 3377 kidney stage i t1b n0 m0 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 7.97643e-07 8.7719298245614 21.0526315789474 17.5438596491228 38.5964912280702 14.0350877192982 9.8718021 9.9046817 8.8401966 6.4110398 10.1159790 7.8711370 4.4328459 5.2115574 8.9788123 NA 1.5004961 5.6958797 6.8658038 10.2340027 8.9960023 10.7208334 11.6683796 6.8333822 10.1721521 11.1922662 11.6926814 14.3495449 10.2365877 11.5447100 8.2340026 7.4789856 7.3889007 10.4000126 6.8496841 NA 9.5312972 9.1165405 10.0772772 10.0709179 2.6958825 0.7890197 8.6958783 9.3262061 10.5426225 9.6195031 5.7776722 8.1705310 9.8057961 10.3958556 5.4328425 10.0790067 4.8113580 10.6856986 10.6720129 8.1791567 8.7123151 1.1108977 10.0516700 9.6792521 10.3189063 8.3125499 -0.2110638 10.6218778 0.3739544 8.5665226 8.0720763 NA 10.2168244 9.3823789 8.1332835 9.4048288 -0.2110638 6.2888329 8.3184185 4.9182717 10.2903274 10.9908054 11.7067328 5.8870207 11.2576755 9.8870200 11.0557743 8.6485226 9.8299624 15.5193783 9.5971475 9.0285863 10.1058349 5.2484210 10.0510826 8.0202088 11.4460829 6.6155369 11.8130886 4.4371678 7.7306807 9.8889930 11.0030033 8.9285391 1.5963627 9.5117953 8.5703476 12.0329056 7.5472107 15.5115365 9.6477459 9.7581801 7.2443153 10.5224269 NA 2.7889780 12.1961228 12.0993166 8.3358825 4.3435784 7.5866492 9.6647372 7.6655051 10.6716308 8.7790919 8.9475975 8.8057961 9.8429136 NA 9.8948963 8.3007406 8.9664074 11.3830791 9.0273927 8.5117953 11.6662719 9.3550418 12.6038706 1.3739544 0.3739544 10.3100974 9.5711669 9.1866625 9.7798009 NA 5.5169071 5.0369165 14.0874442 5.9387351 11.1182236 12.3326239 9.1041374 8.9053316 9.3464515 3.1813093 7.0927688 11.4094368 10.8412162 9.3972427 11.2281304 10.6796321 8.6297657 8.0859042 10.8694722 3.9182717 2.3739544 4.3435784 8.6344778 -0.2110638 0.7890197 9.9682750 12.9859741 9.4859553 10.6274039 9.3916867 2.1109311 10.4418328 8.0510828 9.7031338 12.4177751 7.4578725 9.9182708 9.2878370 5.4036972 10.4902942 8.3007406 11.3378097 11.5524077 12.9746376 9.1475840 11.7660888 9.0045208 10.7939105 10.3329862 10.4404880 NA 8.7533288 11.5401134 11.2278472 8.6847753 9.9520085 11.4603077 8.5654209 9.8870200 11.0619091 10.7623264 5.2152515 9.8764506 8.1238198 5.1465412 6.9079290 0.3739544 9.0404703 6.5169087 13.1685692 9.3115694 8.7138003 10.9822052 10.2381365 9.5220032 8.2110526 10.5905547 8.8975121 7.5604773 10.1282812 1.7889780 5.8224115 7.0743898 3.7889884 4.1813014 4.4894273 10.7270971 7.5236976 10.3530563 6.5636432 NA 1.1108977 10.4885603 10.4341959 11.4436238 11.0729443 11.8376450 8.1288378 8.9701151 6.6385489 11.6676135 11.3154870 10.2565933 11.3066572 -1.2108968 0.3739544 -0.2110638 9.8134349 9.1243783 9.6647372 7.5270797 12.0392862 14.5474973 11.2885846 8.0459748 9.7840483 NA -0.2110638 NA 0.7890197 14.4971556 7.5304547 10.0226075 11.5781139 -1.2108968 8.4328442 9.0586404 11.3588434 7.3474088 10.5542739 9.4128694 9.7197251 8.6376106 9.2525122 10.9240558 10.8033570 9.8510339 11.0407661 7.7634023 9.3531373 9.3540898 10.9791211 5.3075232 8.7526064 10.5329807 0.0094491 0.0000000 -0.6298800 0.5972800 0.5746100 -0.0150540 -0.0100940 0.0146090 0.0040243 0.0094491 0.0094491 0.0094491 0.0000000 0.0000000 -0.6289300 -0.6289300 -0.6298800 -0.6298800 -0.0118870 0.5890100 0.0093098 -0.0150540 -0.0018014 -0.0018014 -0.0100940 -0.0066432 -0.0110600 0.0077783 0.0030522 0.0111210 0.0040243 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 -0.630 0.000 0.000 0.597 0.597 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 -0.630 0.000 0.000 0.597 0.597 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 10.1069657 6.6531733 10.0944796 7.2873181 -1.2108968 8.6562665 9.8189651 10.9135906 9.1564024 11.4726426 9.8537306 1.7889780 6.9639133 9.5143541 3.8144581 8.1266095 11.0250020 9.2878370 1.1108977 7.6868331 4.0369165 -1.2108968 8.7974164 8.4842163 10.9874574 10.7208334 10.8943758 7.1018706 1.7889780 -1.2108968 2.1109311 9.9794298 7.7256260 8.9053316 -0.2110638 5.9285385 10.058699 10.466267 7.951379 9.552200 8.712315 5.128838 10.559652 5.418345 9.571986 9.080159 6.760531 7.513502 10.219440 7.731502 12.731136 10.574849 10.257612 13.327844 12.818879 6.794612 8.731502 9.389830 6.844270 9.395393 6.928540 13.122772 9.589079 10.526235 6.351231 3.695882 9.945071 8.137716 12.811269 10.010575 12.603871 9.618711 7.668571 10.093910 9.779801 9.104137 15.284078 11.228130 11.323047 14.236717 10.614344 2.248413 11.013894 9.032162 9.605972 8.300741 8.322318 9.577706 12.761878 9.857766 11.261930 5.248421 6.366417 5.280841 10.939052 12.724245 6.320369 NA -1.210897 9.139927 12.500977 11.463352 7.963913 10.942856 11.3286313 12.8708873 10.7208334 11.1922662 10.2365877 6.4110398 10.4920262 6.5100869 8.8883356 7.1813053 9.8935866 5.4328425 8.4092076 12.6889725 8.7676982 11.3385318 10.5975498 3.2484134 13.9312943 6.9912100 6.3358816 9.4160292 9.9033809 10.1377160 4.1109144 8.7988165 10.1855925 8.7123151 11.4213015 5.8224115 10.8347475 11.1721521 2.5963389 12.6212845 10.5075206 10.2540440 0.7890197 11.7228628 10.0357284 3.5963389 9.6274038 10.7879308 8.5253896 8.0345404 9.3916867 9.1823139 2.9589169 9.3223176 4.4036972 11.5401134 10.3135295 11.1027212 13.1685692 10.4592015 11.0020920 10.1282812 10.8466412 7.7431844 6.1199039 9.5882694 9.5987560 NA 6.2888329 2.7889780 10.4422808 12.3102975 9.4684679 5.7547726 8.4328442 8.4274239 10.5613024 TCGA-BP-4159 70 1 2601 NA kidney stage i t1b n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA NA NA 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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7.2281828 7.6688744 8.5261506 NA 0.5786972 3.5557548 6.4912166 10.2246419 6.1645671 10.1034228 12.3021034 5.1880250 9.5647459 9.8318814 11.4965110 14.0135524 10.0151887 11.1422215 8.4408434 7.2672521 6.4529973 12.6184778 5.8631852 NA 8.6953083 7.7256819 9.2850378 10.2161095 2.5557671 1.2338267 8.6495706 9.1118798 10.7166369 9.7903350 5.6432213 5.3835764 9.5076246 10.8088953 6.7960708 10.2582761 6.0282442 10.7151238 11.2696590 8.1437220 6.6684567 3.4817510 10.3573037 10.2911438 10.4912168 7.3265859 -0.7661119 10.3085056 NA 8.9820219 7.3987360 -0.7661119 9.7864980 9.1981697 8.2918209 9.4224178 1.2338267 6.3423538 8.3527700 5.8187918 10.2548088 9.8402341 10.1741425 7.0540084 9.6400339 10.7903350 11.2887723 9.7826508 10.7893767 15.5968001 9.1952787 8.9736096 9.2380493 4.5557548 9.0411838 8.1134119 11.5174961 8.0379598 11.7105751 2.9342712 7.2352934 8.3159778 10.8745257 9.4371770 3.4037585 9.3618232 8.9634496 11.2405056 7.1763437 14.9195060 9.0949159 10.1522971 9.0949159 11.8989427 NA 3.8187892 12.6752169 10.9480744 7.7416234 2.2338267 8.6368410 9.2782229 8.0603776 9.5792341 7.6891559 8.4432822 8.3527700 9.8686400 1.5557671 10.0323008 9.0777498 9.1346958 10.6309687 9.6922356 7.6474570 11.4091289 9.3746587 11.9608985 1.2338267 -0.7661119 10.2394534 9.1911051 9.0282448 9.5781249 NA 4.7573913 3.1407132 14.9699401 7.9786630 10.8159709 13.3796815 7.6304339 10.1309180 10.5523717 3.3212932 4.9062557 11.0387666 10.1712027 9.5006155 11.5588532 9.9608984 7.8668239 8.6304339 10.8406967 6.8704535 2.8187892 3.3212932 9.0460061 2.0411729 0.2338881 9.3695382 12.4740240 8.9583427 9.0524110 9.2863970 2.9342712 9.5523717 8.0249917 9.9344160 8.1286465 6.1645671 9.5376096 6.8112578 4.6932583 10.4900376 8.6088684 10.9870457 11.1781749 12.4683470 10.0753933 12.5623636 9.3924385 9.8234801 9.6261463 7.3937002 -0.7661119 7.6474570 11.5667046 8.5559599 8.9327767 8.8074760 11.7642353 7.0980152 9.8540488 11.5844919 11.1664128 6.8848812 10.5952245 8.4969572 5.3631115 7.1041941 NA 8.5891800 5.6600929 13.6307012 9.6175332 8.9080212 11.7473098 9.5501105 10.1309180 6.6516817 10.7748868 9.3708201 6.9549279 9.5725653 2.2338267 4.3212932 8.8973869 8.3579245 4.7573913 4.5913802 10.2884332 8.2999182 11.1137950 6.7663792 -0.7661119 NA 10.2345332 10.6017896 10.8346710 10.6726208 10.7256820 7.5512414 6.7807235 5.1553121 11.9581296 11.5038321 10.4698431 10.3688969 -0.7661119 -0.7661119 NA 9.7055042 9.7554294 9.1704669 6.7416234 12.9517195 14.4117545 12.3232794 8.6448737 10.1734082 NA 0.2338881 NA NA 14.1667818 6.6600943 9.0777498 12.1577135 NA 7.1346953 8.7196582 11.3892796 6.1526925 9.7710473 9.9920521 9.0683000 8.3835760 9.7739569 11.2575833 10.1981697 8.6788438 10.9141884 7.8448539 9.4359527 8.5869756 10.5290238 3.4817510 8.2073829 11.4784901 0.00513590 0.00541390 0.00198260 0.65277000 0.63463000 -0.00774820 -0.01023200 0.00805670 0.05025000 0.00513590 0.00513590 -0.00747200 -0.00227000 0.00541390 -0.68031000 -0.66661000 -0.66309000 0.00513590 -0.00776210 -0.00387790 -0.00249380 -0.00774820 0.00458000 0.00458000 -0.01023200 0.00083195 -0.00650500 0.00013863 -0.00027724 0.00777830 0.05025000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 9.8420838 6.9480740 10.3377723 6.8002632 -0.7661119 8.6432198 8.1851138 10.9059758 9.5703354 11.6321691 9.8586243 1.5557671 5.9752954 9.7912927 2.2338267 8.4261217 10.5134395 6.8112578 NA 5.8187918 4.2338267 0.2338881 9.4199431 6.2999187 10.4234435 10.1034228 11.8109390 8.0053186 NA NA 0.8187688 9.9385972 7.5467116 8.3449647 NA 6.1286460 10.017646 10.082452 8.233829 10.437789 8.140719 6.091810 9.547846 3.140713 9.661142 8.995380 6.164567 7.749529 10.461445 8.680912 13.093849 11.634708 10.407506 13.272834 13.072836 6.509954 8.780723 9.915946 7.689156 9.727684 8.272748 13.692556 9.630434 8.636841 6.848539 3.626147 10.464450 8.623998 13.083234 8.799883 11.960898 8.167520 6.211110 10.648514 10.656945 7.630434 14.110058 11.558853 10.732180 14.539748 10.226767 NA 10.253420 10.300591 9.482942 8.608868 7.604516 10.142222 12.757636 10.112646 11.887794 4.481757 5.140721 4.481757 10.795117 12.134507 5.709564 NA NA 10.044401 12.767402 10.449817 7.347571 10.931665 11.5655856 12.5539243 10.1034228 9.8318814 10.0151887 6.1286460 9.1134122 4.0918098 9.4829424 7.6432198 10.1444716 6.7960708 8.2310085 12.8244113 8.3318610 11.4548118 9.9089039 3.1407132 13.0803967 4.3208673 5.3835764 9.0448504 10.2429577 10.9303618 4.6600958 8.0314906 10.1974476 8.4310454 12.9583428 3.8776854 11.2789059 11.9918439 NA 12.3738598 11.1931064 10.4602411 0.2338881 10.6705405 8.8318814 4.9062557 10.1384635 7.4626479 7.9719211 8.8430077 9.2863970 8.5794781 2.8187892 9.6142900 5.3835764 11.5667046 10.6318831 11.3924386 13.6307012 10.9150673 11.5747917 9.5725653 11.0663234 8.2082436 4.8485378 9.9185775 9.5781249 1.5557671 3.1407132 NA 9.7603281 11.0930298 8.6829774 4.0918098 7.1346953 8.2053725 9.6850401 TCGA-BP-4160 67 0 NA 2881 kidney stage iii t3a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA NA NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8002174 2.8470749 -0.6124169 9.3360146 9.3345538 11.7095756 9.4631267 6.0458579 8.8409183 10.1771812 10.7675673 6.9801042 11.5415161 7.1358406 10.4751103 11.0932799 8.5650670 6.7539695 3.2945325 11.0609566 9.8654057 10.5885461 7.8264392 1.9726191 10.7352135 0.9726191 8.3799345 7.4265667 3.3876520 10.0422836 9.1525191 8.2672305 9.5286051 1.9726191 6.4100154 9.2641644 7.4210701 10.9364694 9.3432974 9.2748680 3.6355803 12.1583424 11.8131257 11.1718734 9.1257397 9.2549263 16.3466985 8.9782345 8.5169303 10.5983189 4.6730475 9.0950066 7.1087471 8.9326119 7.2205379 12.7693256 0.3876934 7.5020147 8.3932720 9.8481034 9.0688860 2.3876383 9.0151814 8.4830447 11.9836042 8.1788102 16.3820610 8.7863912 10.4199136 8.6236617 11.7845198 NA 4.3418435 13.3045533 12.0631636 6.9726099 6.6914281 6.6544341 9.6799691 7.6260521 10.2580122 8.7626870 8.4127870 8.7385868 9.2839799 NA 10.4072382 7.9875602 9.1673670 10.7112653 9.1391917 7.9190290 12.3017915 8.9092481 12.9024848 4.4751108 -0.6124169 10.1061804 10.1641381 8.6544341 9.9023615 -0.6124169 2.9726191 1.9726191 13.7042119 8.6284390 9.9688481 13.2191527 9.5169305 9.2885143 9.4751104 4.6730475 6.1291140 11.3356496 10.8149604 9.5013896 11.5503095 10.4797439 7.9688482 9.6730497 10.6116492 5.4100154 2.9726191 5.5169292 7.9688482 4.4320441 NA 9.1018930 13.7029386 8.8774955 9.1558319 9.5411994 2.1804980 9.8139123 7.3183846 8.4683051 10.5663124 7.2141957 8.7991586 6.4210701 6.3698433 10.4176248 9.2718181 10.9018684 10.6908575 12.4910992 9.0898201 11.7845198 9.4044557 11.1877385 9.4737837 10.9884896 0.3876934 7.5013898 11.6882861 6.0088208 8.7037707 9.0278925 11.9292281 9.2268512 10.0828758 11.9407968 10.6194687 5.1690070 9.8450283 7.3042436 4.1950011 6.4100154 NA 7.9498897 7.0529831 12.9452309 9.9631867 9.4523903 10.7681085 9.2779118 9.6822683 5.6355745 10.1908099 9.2378342 7.3242859 9.7330528 1.3876383 4.1950011 7.2078265 2.5575816 7.9650766 4.5575755 11.2425159 5.6355745 9.8191451 5.9137152 -0.6124169 NA 10.2960401 10.0653671 10.3570340 10.5780895 10.2126063 9.1274282 9.1770996 6.4836771 11.2292118 11.4034110 10.0251781 10.6140597 -0.6124169 NA NA 9.9316460 9.2809491 9.3139435 8.3154254 14.0078673 14.1362073 11.7534232 7.3248151 9.7027971 NA 1.3876383 0.3876934 NA 14.2745348 8.4856796 9.0151814 11.5796320 -0.6124169 8.1189665 9.3611009 10.6308215 4.9422377 9.4817252 9.7274975 9.8409181 7.6868556 9.4550818 11.5694209 10.7413457 9.8450283 11.5594498 7.8511718 9.2552814 7.1291140 9.9744873 3.4751108 7.0143787 9.7308332 0.37232000 -0.00124730 -0.01243800 0.47564000 -0.00526100 0.00027728 -0.01155500 0.01614600 0.02581200 0.02834100 0.00563270 -0.00429290 -0.00124730 -0.00124730 -0.47438000 -0.47438000 -0.48023000 -0.48023000 -0.00401620 0.47308000 -0.46504000 0.00305220 0.01768400 -0.35510000 -0.01155500 -0.00166290 -0.00193990 0.00374650 0.00513590 0.02048300 0.02581200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.455 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.455 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.4072382 6.2205370 9.7118280 6.1324823 -0.6124169 8.1018932 10.9253513 9.4569763 8.9726099 11.4919645 10.6420856 0.9726191 6.5575725 8.9707303 1.7095553 7.7670257 10.6596940 6.4210701 NA 5.7626863 4.1950011 2.1950011 9.3286951 6.3301622 10.1413823 10.4751103 11.0359242 8.8347308 -0.6124169 NA -0.6124169 9.6438562 8.4671323 9.4279371 1.7095553 7.4100154 10.3352845 10.1950024 7.5725229 9.8633810 8.2549261 7.3183846 10.1591369 5.2945399 10.1673668 9.9603478 5.8305900 6.2702897 10.6532626 7.3706412 13.4719576 10.5983189 10.3939735 13.4132197 13.2157840 7.9726099 8.8934590 9.8944510 8.4265667 9.2549263 6.6914281 13.0680070 8.1018932 9.2687614 4.6730475 2.9726191 10.8170542 9.1950025 14.3818241 8.0170043 12.9024848 8.7073198 8.4751104 10.8638874 11.7377579 9.5169305 15.9462177 11.5503095 11.5246386 14.2301452 10.7056253 0.3876934 10.4850213 10.9875603 10.3627790 9.2718181 7.7274978 9.7440995 13.0127855 11.8676803 11.6059080 2.9726191 4.5575755 6.2331384 11.7925230 12.2769613 5.3876486 -0.6124169 NA 10.3490972 12.9971726 10.9493984 7.5675569 10.8974225 11.4241646 12.6945636 10.4751103 10.5361241 9.6532625 7.9801047 11.7613283 6.1820626 8.8854993 5.1690070 9.8784984 6.9801042 6.4320424 13.1219200 8.6019665 11.4784215 10.5940514 1.3876383 13.2452398 6.8055840 5.8470799 7.8134086 10.4883098 9.8552530 4.9112074 8.9209771 10.0069504 8.6958272 11.7016642 7.2393961 12.9419965 10.3541529 NA 10.8664171 10.1998248 10.6999632 -0.6124169 9.8825031 9.3591910 3.5575694 10.6349817 7.0950066 9.5525544 6.4856796 9.5411994 8.9582053 5.8470799 9.0296991 5.2456288 11.6882861 10.3685011 11.4214146 12.9452309 10.8979171 11.5845569 9.7330528 10.7729707 7.8835023 5.6730504 9.3169060 8.6473908 0.3876934 4.0315011 NA 11.2610916 11.5218139 9.5958818 3.9726099 8.1189665 7.7274978 10.0170041 TCGA-BP-4161 74 0 NA 2746 kidney stage i t1b nx m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 4 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3039494 8.5368471 8.3907571 2.5312192 11.7038063 10.4339745 10.4784942 8.1514423 -1.4687308 10.5500416 1.6101803 8.8632589 8.0190625 2.3385670 10.2089421 9.7412850 8.8744082 9.6825182 2.2316474 7.7503908 9.4192047 NA 11.4405531 10.5357941 10.9130358 4.4138648 11.0407130 12.5936903 11.2172853 8.4781289 9.5858269 15.9651095 9.3223854 8.4351043 10.3837520 5.0858113 9.9160063 7.3385777 10.1445516 5.3767141 12.0951337 1.8660771 7.6681113 9.2080612 9.9921903 8.8610190 3.7406794 9.7437189 8.4366095 13.3702294 7.6371313 15.0238526 8.9363641 11.0121641 7.5673964 11.7193477 NA 6.5919187 13.0644306 11.2958868 8.0800447 5.4500862 9.2124609 9.4493404 8.8598975 10.9073479 9.0694114 8.5660213 9.3296943 9.0538040 NA 10.1269461 8.2368547 9.4123365 10.0099922 8.4663877 8.5466375 11.8414092 9.2420289 12.5826864 1.8531573 3.1161817 9.3084778 10.0671297 8.5646457 10.0920330 -0.4687308 6.0934651 1.9906645 13.9196435 11.1658067 10.6566360 12.8712812 9.8699588 8.6345101 9.3899806 3.3892088 6.7308953 9.9937247 11.0451968 10.1952253 11.9954517 10.6348382 8.5797093 10.8871242 10.7238235 3.7406794 1.8531573 2.2316474 8.0409976 0.5312692 0.1162317 10.4552927 12.9339681 10.1491491 10.3652984 9.9916784 3.7011498 10.3113521 8.0528229 9.0908577 8.8931662 6.9019095 9.0260780 4.7406740 6.5424500 9.8838178 9.1623996 11.5936060 10.6796991 11.8029773 8.7091652 10.9844932 9.0838917 10.8542772 9.7628637 9.8959044 -1.4687308 8.1161849 11.0761870 9.8661271 8.6776256 9.4199659 11.4988090 5.9235390 10.1496081 11.9259531 10.8730193 3.3892088 9.8548403 7.9087151 5.1161859 6.3577702 0.1162317 7.7696270 7.0934651 12.7338055 10.2638139 9.3199408 10.5528965 10.3313135 9.5006091 7.4138657 10.6519594 8.9062620 7.7479680 9.9024547 0.1162317 5.2726914 6.4678598 2.2316474 7.7909655 3.1750774 10.4169189 6.1459321 9.8435383 6.3924342 NA 1.3385670 10.8873994 10.0054355 11.7245939 11.3496050 11.3831667 8.6936138 9.5432184 6.3972656 10.9221976 11.6031876 10.2199099 11.5024068 0.5312692 0.5312692 -1.4687308 9.9829488 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 -0.133 0.000 0.000 10.2437495 6.8350032 9.8026855 6.4425537 0.8531174 8.7933175 11.2718465 9.3845789 9.3433998 11.4069910 10.2381501 0.8531174 5.9906531 8.9181629 4.4381132 7.5056369 10.8506124 4.7406740 2.4381065 6.8258429 5.3514022 2.7791546 8.6605055 6.5973122 10.5377134 10.9472283 10.5032438 8.2608433 0.8531174 NA 0.8531174 9.4433634 8.1768807 9.5939433 NA 7.9720918 10.198778 10.747665 7.807347 10.481778 9.546638 5.325638 10.819223 5.217723 9.873853 10.393860 6.760041 7.193001 10.744327 6.857653 13.251627 10.254457 10.541751 13.181545 12.337873 8.175079 8.721047 9.980887 8.255736 9.219473 6.497007 12.959714 8.242029 9.166033 4.364110 1.701150 11.225363 8.950129 13.194447 10.746755 12.582686 9.657927 8.015038 10.850895 10.864657 9.869959 15.354528 11.995452 11.652270 13.016612 10.727825 1.338567 11.624970 10.022575 11.847504 9.162400 8.447102 10.254030 12.813804 11.969754 11.688727 4.974167 6.031069 6.936364 11.512968 13.150927 7.404666 NA -1.468731 10.761243 12.958404 11.877157 7.309300 10.869680 11.5133248 12.8542773 10.9472283 11.6085389 10.4497131 8.2177232 11.3847270 6.8486355 8.5837906 6.2177232 10.2120215 5.5535909 7.0429748 12.4056084 8.9267568 11.7412850 10.7176464 1.7011498 13.3953603 6.9144079 6.9406131 9.5247836 10.2255804 10.1006035 6.0703807 8.6213351 10.5711697 7.8940429 11.4328437 7.3985009 12.8401303 9.8367143 2.4381065 12.5034843 10.3759282 10.5549769 0.8531174 11.1849633 9.9527615 3.2861123 10.4890500 6.6449652 9.1705633 9.7431108 9.9916784 9.3555050 6.8304303 8.7921422 4.4138648 11.0761870 10.5656776 11.2741635 12.7338055 10.4429890 11.1687531 9.9024547 10.1813768 7.9384905 7.0150381 9.7844791 9.6166949 2.9906463 5.4854204 NA 10.9326354 12.0906630 9.6351660 5.0390155 8.7443266 8.2264507 10.1100669 TCGA-BP-4162 65 0 NA 3074 kidney stage i t1b n0 m0 female 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9.0183437 0.4234168 11.1547163 9.9670736 8.9741441 4.0863592 11.5312463 13.8167877 11.1893740 8.4696117 9.4355561 15.8342019 9.2657475 8.5680557 10.0027132 4.9677174 9.5974908 6.9521775 10.9783058 5.5249350 11.7639892 1.4234168 8.6020289 9.2699324 10.6295976 8.9482653 4.0863592 9.5999859 8.3161928 12.3681093 7.7513238 15.9098355 8.5475185 10.9153906 7.2047570 11.3262748 NA 2.6457939 13.2549684 12.1541504 7.5457939 6.0863613 7.2520627 10.1028774 7.8635743 11.2494160 9.6336628 8.7617623 8.7026208 9.3659116 -1.1616533 10.7487027 8.3501874 9.5569675 10.4285539 9.3402718 8.4101876 12.1243007 9.3707907 13.0308817 3.9258950 -1.1616533 9.7490775 9.1029712 8.4120820 10.0738506 NA 6.0768391 2.8384274 13.8515829 8.5983228 10.6103369 12.9797436 9.8299566 7.4568201 8.9325124 3.2978664 6.1959873 10.7068715 10.8380825 9.3121405 12.2036786 10.9846852 9.2221390 9.0503229 10.5419058 4.4233966 2.1603717 1.8384274 7.2178133 0.8384274 -1.1616533 10.2855179 13.3151809 8.3833993 10.1462047 9.9625561 5.4364117 10.8135662 8.3302877 8.9714999 8.5999861 7.5765267 8.9469592 5.2478250 5.9573760 9.6263373 9.3262749 11.4219877 11.1203648 13.0327299 8.3766043 11.1603628 9.0020845 10.9544537 10.5205515 11.3642002 NA 7.8496622 11.0527539 9.4667892 8.4786616 9.5187942 12.0890293 4.6457881 10.4276177 11.1107729 10.7377917 4.6197945 9.8242767 7.5212188 4.5108607 7.4604862 -1.1616533 7.6360960 7.6490061 12.3456100 9.6964157 8.6807850 10.3337901 10.3920641 9.3727375 7.4858929 10.5261822 8.7897195 7.6681574 10.3688411 -0.1614919 4.3302859 5.1422174 1.1603394 8.1671095 3.5933179 10.9028407 7.0624369 9.4277955 5.8655675 -1.1616533 0.4234168 10.7724941 10.1410737 11.4917277 11.0344220 10.9856397 9.2531199 9.5647381 6.2874187 11.7770955 11.4118452 9.8766678 11.4501512 -1.1616533 0.4234168 -0.1614919 9.8766678 8.6933033 9.8405465 6.7210773 12.7949924 14.8665566 11.2914481 7.0057525 9.6878398 -0.1614919 NA -1.1616533 NA 14.0447623 8.7528198 9.3688410 11.5891417 NA 8.8157147 9.4630018 11.4646001 7.5765267 9.9318523 9.1063918 9.7415634 8.3060403 9.0551805 11.3459817 10.8514084 10.1290296 11.3129012 8.2772265 9.5163658 7.6649834 10.3506814 4.2978664 7.9784462 9.8773538 -0.0123000 0.4653600 -0.0244780 0.9998700 0.4966600 -0.0280810 -0.0107840 0.0235660 0.1166800 0.0209030 0.0209030 -0.0205490 0.4653600 0.4653600 -0.5449200 -0.5449200 -0.0193140 -0.0193140 -0.0268510 0.4857800 -0.0250720 -0.0189020 -0.0095426 -0.0095426 -0.0107840 -0.0084385 -0.0216470 0.0000000 0.5348500 0.0329860 0.1166800 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.117 0.117 9.7126477 6.1330559 9.9045240 6.4583607 -0.1614919 8.5561113 9.2803414 9.7228724 9.1422156 11.2171793 10.6633935 -1.1616533 5.9677174 9.0827986 2.6457939 7.8855585 11.8531527 5.2478250 0.4234168 6.4750589 3.8828289 NA 8.6473991 6.2978664 10.4074311 10.8701360 10.4230450 8.5849490 1.4234168 -1.1616533 0.8384274 9.5492412 8.0454490 9.2457024 NA 7.7926309 10.4035368 10.3287843 7.4568201 10.0257868 8.7676932 5.8384350 10.9521769 5.3462300 9.6024769 10.0798221 5.1422174 7.0381069 10.3242640 7.0331917 13.2063955 9.7933580 10.5170349 13.8274300 12.3425089 8.1849487 8.8128492 9.8299566 7.3698163 9.1284535 6.8214283 13.1659172 7.4233975 9.6940819 3.4234034 2.4233899 10.4434511 9.5371394 14.6251638 9.7831467 13.0308817 9.4540644 8.1330554 8.9495705 11.4881400 9.8299566 16.1528764 12.2036786 11.3766237 13.7777385 11.0798221 2.2978664 11.1780064 10.8701360 10.9068771 9.3262749 8.2937618 9.8412498 12.8305765 11.6482029 11.4944126 1.1603394 6.0478873 6.4966461 11.0500189 13.0198976 6.4457648 0.8384274 NA 11.1687914 12.8224081 11.4125481 7.4494599 10.8380825 11.0961172 12.8107864 10.8701360 11.1344906 9.9580244 8.1581067 11.8550690 6.7926315 9.0708557 5.9045250 10.3227541 6.4894867 7.1284532 12.9134734 8.7824148 11.5386577 10.7172520 3.4234034 14.1598344 7.0173986 6.8042188 8.9890959 10.0928729 10.0845815 5.2478250 9.0911003 10.6534176 8.7868018 10.6128100 7.3814668 12.5732502 10.1827307 1.6457939 12.0860656 10.1849485 10.7377917 0.4234168 11.4219877 10.2003786 4.1238400 10.2280661 8.3600350 9.1871630 7.6165121 9.9625561 9.4031940 4.8608039 8.9311920 4.5933239 11.0527539 10.3397744 11.2318252 12.3456100 10.3312894 10.9139139 10.3688411 10.4494595 6.8327888 5.7809505 9.4308918 9.1959868 -0.1614919 6.9258974 -0.1614919 12.4820655 11.7931309 10.0139843 5.0083614 8.8157147 8.1981842 10.0448386 TCGA-BP-4163 60 0 NA 2839 kidney stage iii t3a n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA NA NA 2 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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10.64338029 11.02653437 9.21856808 9.23514903 16.07986996 9.03635497 8.23008722 9.73064709 4.75022595 9.75464069 7.24270920 10.99368151 5.36320262 13.78489162 1.66275239 8.24011776 9.35973221 10.36782096 9.20965903 2.24771489 9.45284167 8.37929822 12.71181904 7.71442687 14.47906035 8.40423173 11.28274918 7.14926445 11.32543302 NA 5.87221807 12.21447292 11.55226860 7.85258943 3.83268752 8.31620685 9.62083399 9.12492595 10.88596194 9.40535487 8.81758265 8.48506973 8.87384180 3.07780698 10.28786460 8.56765002 9.29575975 10.39578003 9.04358648 8.94353547 12.45983980 9.41987677 13.75166328 4.91069429 1.07778989 10.26081712 9.46258591 8.54132665 10.16061645 NA 4.69251089 2.53722151 14.59026486 6.11122541 10.27501881 12.29181764 10.46312533 8.83935340 9.22627876 4.47012033 6.80572324 10.64955484 11.60356765 9.63622293 11.55388762 10.86896504 8.66838935 8.66276449 10.57665138 5.75022863 2.98469871 1.07778989 7.83935309 2.77825064 NA 9.87951050 13.28351906 9.97186195 10.01444010 9.66276467 2.66277517 10.14389132 7.44848968 8.78276041 8.71804716 6.69985420 9.37012373 5.53723393 5.10017032 9.40983874 9.58658725 11.90950525 10.75464077 12.37944124 8.56363140 11.54922336 9.06079562 10.33105868 9.31142183 9.70533604 -0.92221011 8.53312918 11.13037023 9.35819008 8.97970985 9.55960156 11.38272382 10.23893407 9.47440684 11.88233656 10.95431912 5.00854067 10.27132751 8.13555026 4.69251089 6.72885382 NA 8.18632673 7.79547865 13.05561870 10.12969078 9.70168368 10.38272377 9.89877882 9.15194352 7.22754952 10.80058836 8.71442687 7.34926530 10.15060473 1.88514481 3.39973165 5.84598675 2.66277517 7.41765255 3.98468960 10.87303009 6.73601355 9.89755008 5.47748629 NA NA 11.34488141 10.33224035 12.10172974 11.15495168 10.93656028 8.52074556 8.93704184 6.62036940 10.87586889 11.34809750 9.63813503 11.70168364 -0.92221011 -0.92221011 0.07778989 9.90355592 8.35625167 9.87870205 7.29212098 12.98431700 13.44446588 10.73512061 7.65129786 10.59645534 -0.92221011 0.07778989 NA NA 14.31948744 8.95891603 9.17055930 11.55707718 -0.92221011 8.34692897 9.42126559 10.90276091 8.56161788 10.45609697 9.25272787 9.52695085 8.42209799 9.08902933 12.24584742 11.12697002 9.47761419 10.96006306 7.34458886 9.92350384 8.48081403 10.95355153 4.88076877 7.40948089 10.18371068 0.00069327 0.00485790 0.50047000 1.04260000 0.00000000 -0.00263220 0.00000000 0.00194180 0.01447000 0.00541390 0.00069327 0.00069327 0.00485790 0.00485790 -0.53205000 -0.53205000 -0.53205000 0.50047000 -0.00553750 -0.01230000 -0.00489830 -0.00560190 0.00374650 0.00374650 0.00000000 0.00889200 -0.00193990 -0.52716000 0.50811000 -0.01174900 0.00936480 0.000 0.000 0.000 0.000 0.489 0.489 0.000 -0.527 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 -0.032 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 -0.527 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 -0.032 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1228792 6.6702597 9.5686531 6.0418541 0.6627524 9.3114218 8.8883737 10.1570536 9.2351490 11.3672476 10.4797482 1.0777899 5.6627638 9.1889379 3.5372339 7.2921210 11.5085161 5.5372339 1.0777899 6.8591620 6.4528408 1.3997180 9.0406982 8.6980219 10.8040586 10.9970380 10.5948662 6.7643024 1.3997180 NA 1.0777899 9.8226360 7.6400446 9.8525893 NA 6.9966656 10.06577666 10.58510132 7.77128939 10.83101891 8.85423508 4.91069429 11.19576983 4.80572066 10.31918956 9.88112605 6.57764786 6.42652978 9.86325459 6.61696046 13.31777354 9.23262023 10.24019350 13.02049991 12.99301585 7.69618791 9.63335001 10.67817968 9.22627876 9.43205159 5.85916203 13.16708710 7.96654525 10.13104924 5.10017032 2.66277517 10.27992601 9.49670880 12.59866633 9.55657177 13.75166328 9.57565401 8.61502043 12.22341591 11.31680392 10.46312533 16.33875843 11.55388762 12.05096138 13.35683229 11.43535414 0.66275239 10.59940260 10.99815502 9.93267052 9.58658725 7.80231602 10.02470849 12.52914206 10.81039362 11.54412595 4.50406736 4.91069429 4.50406736 11.14018565 12.68698090 7.31142228 0.07778989 NA 10.97980036 12.79922181 11.53106506 7.13849811 11.13037023 10.8103936 13.1903231 10.9970380 10.9612091 9.1465804 6.1863262 11.4682399 6.1221964 9.1876329 6.3724228 10.0593695 6.2676276 6.7712887 12.3205237 8.9106922 12.0127830 9.8591619 1.8851448 13.9275982 6.1872669 5.9846919 8.8728352 9.7712891 9.7252606 3.4701203 9.1398483 9.6505023 7.6208342 10.2364119 6.7144269 12.0044688 10.2987850 2.2477149 11.6072327 10.4457629 10.0268994 -0.9222101 11.6302311 9.9673061 1.8851448 10.0607958 6.7643024 9.2452204 7.3632044 9.6627647 9.4414113 5.2070846 8.7886087 4.7216570 11.1303702 10.3798698 11.6455206 13.0556187 10.2981805 10.5372337 10.1506047 10.8108175 6.5372339 6.4786823 9.7171429 10.0026146 3.3257318 1.0777899 0.6627524 10.7868859 10.8338079 9.4506671 3.2477301 8.3469290 7.7071589 10.3550895 TCGA-BP-4164 51 1 992 NA kidney stage iii t3a nx m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 4 3 NA 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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8.4376843 9.4607536 0.1592417 5.6670292 9.1718593 0.1592417 10.4567241 10.9673944 8.5145859 4.2466969 11.7804349 10.6954819 10.9467292 8.7138236 8.7976706 16.6921613 9.1857580 8.3711228 10.9593256 5.0172137 8.8298908 7.8837485 11.0265134 4.2036319 12.5437486 2.1931094 6.3798549 9.8760541 9.9722142 8.4698473 0.1592417 9.6570865 8.0449312 12.5848440 7.4260215 14.5255022 9.7767021 11.2387094 7.4118999 11.5617138 NA 0.1592417 12.3205240 11.6699988 7.9857833 1.9665781 9.8777676 9.4365221 5.7885918 11.7250508 10.1464987 8.6886650 8.6749344 9.4618735 NA 10.4277767 7.9040686 9.8466104 10.9889574 8.9826018 8.4306976 11.7675449 8.8316600 13.1437421 0.7441611 NA 10.1242974 9.8648671 7.9536505 9.9722142 -0.8408875 6.4901513 3.2466969 14.0048717 8.2413836 10.8535925 12.3642642 9.6540902 7.8210131 9.3976393 2.7442042 7.8138710 11.1588824 10.9885610 9.7041992 11.4617194 10.7994796 8.8439832 8.6847556 10.8461728 5.7138223 NA 3.0661236 7.5429390 1.7442042 -0.8408875 9.0585917 12.7225501 10.0578361 9.8897047 8.9889573 2.1592417 10.3077113 8.2036289 9.2110010 8.8956365 7.6021785 10.0464553 10.2090833 4.3686846 9.9738172 8.7849436 11.4624446 11.0411134 11.5667680 8.7284447 11.5233693 8.9141223 11.0529154 9.5331874 10.9885610 NA 7.4630150 10.3856468 12.7317999 9.3195222 10.0728721 11.6771501 8.7739446 9.9132871 10.9897498 10.8713317 4.5854974 9.8492326 7.2929934 4.0661236 5.1816035 0.1592417 7.8665940 7.2036289 13.0511133 9.4675738 8.9274189 9.7176553 10.8259025 9.4538554 5.4811633 10.8833221 9.1885218 8.5429390 10.1286212 NA 4.2036319 5.7138223 1.7442042 6.8245706 3.2466969 10.5849751 4.9921249 8.7022666 6.9887676 -0.8408875 -0.8408875 10.7762429 10.2814155 11.5547688 11.4604450 10.8781956 8.3316622 9.1379451 6.1149417 10.2859391 11.8650830 10.4675737 11.3723389 1.1592417 -0.8408875 NA 9.7812864 8.9323739 8.9665897 3.7441934 12.4748088 13.7043801 10.1940336 7.4368006 10.0766068 NA NA 1.4811439 NA 14.3262607 8.0691275 9.2118027 10.7286156 NA 8.5364450 9.1969053 11.2447071 7.4946252 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-0.374 -0.203 -0.203 10.319106 6.817447 8.749822 7.046638 NA 8.198154 7.411900 9.239026 8.409533 11.621402 10.001585 1.481144 5.845736 8.852722 4.914124 7.618666 11.104678 10.209083 1.744204 7.308982 1.966578 1.159242 8.492390 2.159242 10.875977 10.446947 10.512122 7.262522 NA NA 2.481170 9.874339 8.217226 9.293661 NA 4.914124 9.9503975 10.6640536 8.1788252 10.5912545 8.3952488 3.3291667 10.8281197 4.7739436 9.4709830 10.0464553 6.2572671 4.4446339 10.5206302 5.4990837 13.4997802 9.8501057 10.3441100 13.7034143 13.3226485 7.1250187 7.9405943 9.3366543 6.5429390 9.9802114 4.9921249 13.6885432 8.1871407 9.3856470 3.9665874 0.1592417 9.7812864 8.5429390 13.0066836 10.3102512 13.1437421 9.2936611 8.0540524 8.3441099 10.8769111 9.6540902 16.3566146 11.4617194 11.4248497 13.4783422 10.5770872 NA 11.7432576 9.9889574 11.0392007 8.7849436 9.3089817 10.1061410 12.8969045 9.8837485 11.7542566 2.1592417 6.2360506 6.9405943 11.1166995 12.9766181 6.3490591 1.4811439 NA 10.6886652 12.4120479 11.3988272 7.4675738 10.4230907 11.0991811 12.9702079 10.4469470 11.7621655 9.9132871 5.4990837 11.6991204 5.8457359 8.4766474 4.5167842 9.7544922 6.5429390 7.2885173 12.4239587 9.6719751 11.8316600 10.5765597 1.4811439 14.9861803 7.1910602 5.9665897 9.7022278 10.4124912 9.0172157 3.6827980 8.4923900 10.6881770 9.0661253 10.3970421 5.5515529 10.4613023 9.2212809 -0.8408875 12.5380714 10.3354078 9.7554244 2.1592417 11.1130673 10.3051668 1.7442042 9.7224310 5.5167874 8.8457353 8.0047250 8.9889573 9.2208083 3.6186615 8.6042496 2.8596714 10.3856468 10.6293851 11.1613464 13.0511133 10.6935376 11.6964531 10.1286212 10.3146854 7.0047250 5.3490609 9.7441971 9.2975065 0.7441611 6.7061285 5.0661236 10.3607460 12.3763972 9.7849435 3.9665874 8.5364450 7.6550899 10.7817441 TCGA-BP-4165 64 0 NA 3037 kidney stage i t1b n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.219773551 16.098597101 9.731739388 8.390135845 9.466664435 4.979398899 9.591769912 7.938756849 11.511151389 5.616828167 11.336671350 2.587076903 8.223343385 10.477852150 11.720651568 9.327424199 2.587076903 10.090244374 7.766990630 11.638743336 6.695605536 15.573119212 9.250046339 9.804045328 8.422079067 11.396581396 NA 2.809476184 13.983552208 12.029333579 8.711202690 3.002126407 7.663896769 9.704291354 6.890862514 11.412570058 8.477852150 9.090906874 8.583319373 8.828667121 0.587076903 9.698216915 9.126240103 9.616828534 10.274165199 9.992931823 7.887815243 11.190726085 9.957768662 11.071904087 1.002090393 2.002126407 10.171417394 8.549013356 9.345304332 9.757006240 NA 6.268905932 4.002117404 14.014481363 7.872483432 11.283469239 13.891337452 7.605744698 10.695605710 10.458986446 4.089582893 7.268904997 10.937283768 10.206078462 9.751988180 11.160728376 10.095536274 8.002118529 8.451267170 11.004230510 6.878635845 2.587076903 1.324061705 9.242909941 -0.997981639 -0.997981639 9.042408501 11.970065400 8.937283768 10.454874714 9.101466503 3.089582893 10.250046220 8.726632683 11.229569178 13.051371677 6.402998385 9.680718878 6.564361400 4.556705298 10.585201521 8.007743249 10.682038613 11.528617955 12.200410280 10.195847326 12.406595049 9.065513882 9.404064785 9.263038163 10.441430153 -0.997981639 7.923959696 10.659883718 11.281929505 9.438132719 9.948293927 11.346414614 7.959220695 10.183892141 10.995057074 11.375799525 6.702557814 10.014743311 8.707370867 4.702557814 7.398723173 2.002126407 9.178291868 6.259506011 12.846334075 9.724072280 8.570074654 11.247968504 11.132045643 9.327424199 8.714645638 11.096740780 9.163250647 7.216437404 9.842109717 2.324032894 6.013346125 6.750311719 4.172047407 5.884761521 4.674545394 9.649577200 7.716364036 10.575765938 5.341967962 0.002162421 NA 10.895799432 10.912386700 11.816100262 11.158201814 12.137507366 7.635113712 8.094875765 5.777301349 11.725779663 10.766990298 9.699954981 11.202710825 NA 0.002162421 -0.997981639 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10.323483113 7.372675300 0.002162421 9.738520612 6.013346125 10.253855520 9.843683042 11.678137461 9.638743246 0.002162421 6.221287435 10.425759933 5.046512887 9.482908972 10.301899110 6.564361400 0.587076903 7.240523276 4.884763963 -0.997981639 8.750311719 7.273582093 11.032958249 10.521263477 11.294215968 7.706022122 1.002090393 NA 2.461554752 10.472777540 8.046512887 8.411509717 NA 7.525680534 9.370625078 10.456932096 8.880169704 10.727058834 8.967902913 5.068206460 9.903739828 3.324047299 9.221287193 9.523719154 6.815899435 8.261861740 9.424183509 7.287521239 12.503458336 10.724499358 9.790021308 13.387576712 13.256187720 6.695605536 8.533500276 9.035541711 5.602032195 9.691243112 8.400862363 13.368645841 9.614065640 9.354162090 6.315000982 4.324047299 9.600171240 8.018926769 12.589896225 10.360769956 11.071904087 9.108027269 6.587081405 8.878635538 10.521755006 7.605744698 15.272048934 11.160728376 10.748213064 13.354713940 10.167025679 1.324061705 11.441949591 10.356919037 9.491966704 8.007743249 7.838168961 10.323483113 11.798361144 9.953403483 11.082936253 2.324032894 6.250046339 6.191943566 10.825087814 12.388924256 6.915008122 0.002162421 NA 8.438830102 12.465259876 10.791636083 7.649577379 10.645523973 11.638516780 12.174702491 10.521263477 10.795721986 10.124946747 7.024487018 9.421025483 4.884763963 9.477852150 6.201790667 9.638743246 8.296739586 8.656754840 12.017505897 9.173295615 11.375799525 10.168281748 2.809476184 14.497536568 5.472166054 5.411510988 9.188294837 10.158201814 10.425234580 6.709478130 8.424183509 10.413099937 8.613143375 11.760550140 3.909004998 11.102123937 11.277952212 0.002162421 12.260390272 11.244995069 10.654963641 0.587076903 10.840140763 9.605745068 4.287524009 9.973662213 7.062814651 7.620504304 8.527639642 9.101466503 8.954437709 3.956316909 9.919490852 4.046508522 10.659883718 11.212790062 10.339740572 12.846334075 10.935440521 11.179849702 9.842109717 11.192252061 7.881701934 5.674545394 10.387981110 10.005636618 3.587076903 7.572543350 1.002090393 10.151865791 12.331389485 8.674543982 1.324061705 8.299034885 8.545150600 10.367894332 TCGA-BP-4166 69 0 NA 13 kidney stage iii t3a n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA NA NA 3 5 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.4639471 8.9416134 7.4529100 -1.1056285 10.3487888 9.4888142 8.8178170 9.6569214 NA 5.9713044 8.7725406 2.7018373 10.6982171 9.1948420 9.9347792 7.6725668 12.1718423 13.3960779 11.2312750 8.8281803 10.5752886 15.4155378 9.3923415 8.9085100 9.5766062 4.5092018 9.4375213 8.1328945 10.9699687 7.8831742 12.4135114 3.0976951 6.9653618 8.2564333 10.6477063 9.9565357 2.5949307 9.6376409 9.0568810 11.7076695 7.9605789 14.9520690 10.1647849 9.8337895 8.1160767 11.7995004 NA 4.3207518 12.4783950 11.8004406 7.2387859 5.1982702 8.4850766 8.7832327 8.7399797 9.8377369 8.7066670 9.0556214 8.6477063 9.8193021 -0.1054732 9.8703374 9.0069291 9.7571269 10.5105789 10.2113367 7.5491254 11.3060826 9.5651457 12.3999289 2.8013863 2.2164238 10.3081175 9.3448451 8.6527127 10.0972256 NA 5.4643448 2.2164238 13.9329799 5.0644130 10.0873988 12.5214533 9.2608118 10.3818271 9.4728622 2.9819440 4.4794505 11.3825807 10.4981159 9.6856523 11.8104641 10.1954140 8.0003978 9.0892463 11.0298782 8.0030141 6.3620946 4.5949307 8.0619079 6.0237721 NA 9.2553367 12.5171134 9.0756417 8.4200103 9.9306631 3.4890419 9.8951938 8.4258709 9.3551707 9.0069291 6.8602738 10.0581392 6.8602738 7.5739698 10.4253836 9.1184913 10.8867198 11.0231284 12.4382464 9.7540243 12.1444918 9.3477602 10.2542391 9.2953690 7.1659521 5.2520409 8.7178567 11.4543446 9.6638564 8.5611218 9.2265261 12.1576120 6.9713056 10.0486747 11.6123801 10.9689655 7.5165416 10.4911452 8.2826358 6.0843131 6.8311273 -0.1054732 10.0799844 7.0793653 13.2039659 9.3207543 8.0467742 11.2638142 9.9154695 9.8566625 5.6626726 10.6598999 9.2985667 7.2996311 9.9175508 3.5949307 4.7771304 8.5473345 6.4258705 6.8774829 4.6758498 10.9622600 7.0543612 11.7222113 5.7675648 -1.1056285 1.2164238 10.7138703 10.7938465 10.8103689 11.0451888 10.2980343 8.3477600 8.9402493 5.4003808 12.2429411 11.5208830 10.1112353 10.4676633 NA -1.1056285 -1.1056285 10.1536442 9.1589320 9.2107712 1.4794375 13.4633363 13.9303626 12.0313205 7.7007171 10.1896845 NA -1.1056285 NA NA 14.3755006 7.9739745 9.5274848 12.3960780 NA 7.6659789 8.9531712 10.9008156 4.5949307 9.9436574 10.0493076 9.5064365 8.3291178 9.6104515 11.2998970 10.9689655 9.3953315 11.5048223 7.2608114 10.3472455 9.4671898 10.7030515 4.5700257 7.4773462 10.5059755 -0.0055375 0.2513700 -0.3413600 0.8481000 0.2372100 0.0540910 -0.2890500 0.3318900 0.0280600 0.0097276 -0.0011727 -0.0055375 0.2513700 -0.3576100 -0.3413600 -0.3413600 -0.3413600 -0.3413600 0.2435800 0.2486800 -0.0433310 0.0197830 -0.0044858 -0.0044858 -0.3505500 -0.0113660 0.2498100 -0.0087146 0.2742600 0.2664000 0.0280600 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 10.7934687 6.3207536 10.4785125 6.5047761 -1.1056285 8.5147093 10.0224839 10.0945360 10.2404491 11.4840634 10.8753431 2.0644000 5.8370047 10.1100226 3.5949307 8.7289606 10.6518796 6.8602738 -1.1056285 6.1233082 3.3539161 -1.1056285 9.5598254 5.8486855 9.9397577 10.7544125 11.0610512 7.2164180 0.4794375 NA NA 10.0069290 7.5774840 9.0211940 -0.1054732 6.0237721 10.4557774 10.5151676 8.1088088 10.0250601 8.8103689 7.0644140 10.1424170 3.8486880 10.3280750 9.2242858 6.3038812 6.8831748 10.1873863 7.9925215 13.6094326 10.4681367 10.7210380 13.1832114 13.5013574 7.4297649 9.4832041 10.4733340 7.2651771 9.8170740 6.6224106 13.3535369 9.6164432 8.7018446 5.7893067 4.3207518 10.7752210 8.9592323 12.9799620 8.4433116 12.3999289 8.7509150 7.7586756 7.5809904 10.6577019 9.2608118 15.1427507 11.8104641 11.6864663 14.8449087 11.0156992 1.4794375 10.0706626 10.1400423 9.6215591 9.1184913 8.1209019 9.7663947 13.0777372 10.3123421 11.7358554 5.6626726 5.2868072 6.8073794 10.9713051 12.0634750 6.4490776 NA -0.1054732 8.9292886 12.9227410 10.6270683 7.7862735 10.9865859 11.4978841 12.7981831 10.7544125 9.7976182 10.3389868 6.5383457 9.3953315 5.0442367 9.1424170 5.7648530 10.2851959 5.9279130 7.2298801 13.1804631 8.5931943 12.1231579 9.8523171 0.4794375 13.3940863 5.6052958 5.8486855 8.8715119 10.6630874 10.5677986 4.1039424 9.5897178 10.0787450 8.9815279 11.2575292 6.1891109 11.7520818 11.6937712 2.0644000 12.2595817 11.0199030 11.1048565 2.5949307 10.8263351 9.6493771 2.9819440 10.1275100 10.0269892 9.6750292 8.1729390 9.9306631 8.8235554 5.9713044 8.6593613 4.0644173 11.4543446 10.7018444 11.0747095 13.2039659 10.7771326 11.4017887 9.9175508 10.8685456 8.1589323 5.0843152 10.1495181 9.4671898 2.4794634 3.2120868 -1.1056285 9.9652813 10.8373485 9.4170711 4.0237699 7.6659789 8.2051022 9.6418433 TCGA-BP-4167 59 0 NA 2718 kidney stage iii t3a nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA NA NA 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.1053596 8.1783925 12.1175024 10.8501374 9.4495818 10.0875107 15.3884471 9.0830141 8.1317232 11.0051366 4.3039049 9.1317235 7.5010506 11.5469423 10.4076418 11.9042421 1.2381143 8.5001515 7.2726531 9.6217047 9.2326130 0.1746621 9.8229790 8.1404055 11.1367944 6.3545297 15.8097249 9.1886418 10.1425321 9.9394930 11.2693589 0.7595820 5.5144726 14.0196213 10.7084378 7.6544019 5.0572640 8.1259063 9.2135405 9.6340530 10.4772603 7.6462966 8.7595840 8.5077768 8.9948003 3.4225425 9.5977373 9.3432934 9.7079511 9.5998374 10.0153993 7.3937903 12.1248128 9.4829604 12.0934846 6.6981837 1.9819622 10.1156690 8.4390642 9.2634096 9.4920340 NA 2.6340588 2.9819805 14.1940818 5.9819759 10.4213620 11.2373422 6.5496615 10.5561643 10.2386905 5.9819759 6.3840740 9.5111280 9.9811710 10.4154127 11.0126435 9.7717428 7.7782480 10.9378338 11.4818222 5.9160873 5.4600250 -0.8254657 9.5010510 3.5669369 -0.8254657 9.5594052 12.9482758 8.5431277 8.5583258 9.4726839 2.4965390 9.4999268 7.9690371 9.7673120 7.3742936 6.7670787 8.2594297 8.6008863 5.2407112 9.1519014 8.1023994 10.7215159 10.8256731 11.9065768 9.8519974 12.3216673 9.4010335 8.9042420 10.0739783 6.2514370 6.5924735 7.2514370 11.3051919 8.5326571 8.3840749 8.6604506 10.9494084 5.3445480 10.0333795 12.0878848 11.2366676 6.9884029 10.6804329 8.5660799 6.2726540 7.6503546 1.7595820 7.7368639 5.9690376 12.7928922 10.8288099 8.9995801 11.4594455 9.9559811 8.9093309 2.4965390 11.3375697 9.8845668 8.1317232 9.4460844 1.7595820 4.7292101 7.9160884 8.4101329 6.8888674 3.6340472 9.5977373 6.1519014 10.2142260 6.6133298 NA 1.1745982 10.2700184 10.3420395 10.8505784 10.5866619 10.7661438 7.7060028 6.1858487 5.4139799 10.5539998 10.5066580 9.3755200 10.7171697 -0.8254657 NA 0.1746621 10.3913672 9.5010510 8.5431277 8.1969891 13.7490375 13.1930824 11.8130573 8.8338145 10.0587919 0.1746621 0.7595820 NA 2.8750526 13.2556887 6.6903207 8.8003301 12.5584607 NA 7.1112598 8.8681083 10.3956043 6.4600233 10.6674760 10.4425785 9.0979489 9.4034401 9.5583256 11.3269063 11.0098823 9.5010510 10.8426199 8.4034403 9.0919936 9.0279309 10.0934846 3.6671201 7.9772026 11.4281734 0.0044411 0.0030522 0.1105200 0.3865100 0.1269700 -0.0028239 -0.0076101 -0.0340860 -0.0228810 -0.0019399 -0.0019399 -0.0078065 0.0030522 0.0030522 -0.1854600 -0.1854600 -0.4075000 0.1105200 0.0000000 0.0289030 -0.1340600 -0.0049844 -0.1144600 -0.1144600 -0.1340000 0.1250500 -0.2613100 -0.1334200 0.1252000 -0.0058140 -0.0228810 0.000 0.000 0.125 0.125 0.125 0.125 -0.261 -0.133 -0.126 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.254 0.255 0.000 0.000 0.000 -0.075 0.111 0.000 0.000 0.000 0.000 -0.134 -0.134 0.127 0.127 0.000 0.000 -0.114 -0.114 0.000 0.000 0.000 0.000 0.125 0.125 0.125 0.125 -0.261 -0.133 -0.126 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.254 0.255 0.000 0.000 0.000 -0.075 0.111 0.000 0.000 0.000 0.000 -0.134 -0.134 0.127 0.127 0.000 0.000 -0.114 -0.114 0.000 0.000 10.2353173 6.9690376 9.0357083 6.5113510 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8.5755007 11.0785032 4.6664726 9.3840749 5.9559800 9.6594442 8.1229884 8.2647339 12.0021527 8.8238777 11.3868137 9.7311274 2.9819805 12.4167535 8.0383122 6.4784024 7.5797632 10.1382401 10.5539998 4.9559823 8.0934846 9.7595840 7.4507461 12.0871365 8.1432883 12.5952396 12.4212136 NA 11.3048702 11.5357427 11.1650800 1.9819622 9.5615616 8.5712263 3.1746141 10.6634658 9.2149111 7.8112462 6.2935618 9.4726839 9.4810476 6.4600233 8.9261655 6.5583258 11.3051919 10.7272905 10.3865097 12.7928922 10.3084058 10.6996528 9.4460844 11.6201536 7.5321736 6.6092497 10.1823495 9.6350772 -0.8254657 -0.8254657 NA 9.9698494 11.4098698 8.3141726 0.1746621 7.1112598 8.0043441 9.3730665 TCGA-BP-4169 76 1 701 NA kidney stage ii t2 n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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29.1666666666667 8.33333333333333 9.6729716 10.7633762 6.6040980 7.3795828 10.4506213 8.3683847 7.5300981 9.1636190 9.5800307 -0.2202780 2.5759899 5.2059359 5.5784104 10.6508052 8.1430750 11.3716598 12.2156007 6.5390037 8.4138763 11.2191547 12.1815273 14.0022584 10.2452364 11.8383383 8.1195201 8.1283981 7.7569499 14.1017639 6.6040980 -0.2202780 9.7634190 9.5160719 10.1346540 9.5902418 4.0020634 2.2821729 9.2927397 9.5439888 11.5975864 10.4893283 7.0495763 8.0650725 10.3139730 10.5574733 7.5934509 11.1228557 7.3520549 10.1872919 12.2710221 8.4731570 8.2253747 3.1015997 11.8005343 10.0864912 10.7411198 8.2308812 -0.8054086 10.7129525 1.5536554 8.9474143 7.9260267 0.5166203 9.8075760 10.2861429 8.8934123 9.6772432 NA 6.6459192 9.4360950 1.1947175 12.0666128 10.2020852 11.6809141 7.0180744 12.3486134 14.2460227 11.1364888 8.3213347 10.9403819 15.7767466 9.6067481 8.5030466 8.3758596 5.7796695 9.9470882 7.2198471 11.1876459 7.3162408 12.4298243 1.8973566 8.0770753 7.7721364 11.5047522 9.3992788 3.8094144 9.7744949 9.1459922 11.3001250 8.0511333 15.1494210 9.6035679 10.4251514 9.2728584 11.2151667 0.1947175 4.4235244 11.9813856 10.2937265 8.1819717 4.2821729 8.8750671 9.6141411 7.4497363 11.7078183 9.8838320 9.3310578 8.9801601 9.0004513 -0.2202780 10.2087281 8.7483368 9.9822020 9.7454543 9.2741922 8.0773504 11.5777381 9.5615761 11.8912405 5.5870259 4.0773541 9.7314404 8.7893680 8.8412662 10.7145895 NA 5.2170756 2.7182630 13.6487497 5.5610297 11.3207667 10.4893283 9.6397224 9.0819281 9.4515060 4.3239897 6.3646320 11.1421618 11.0176766 9.5913123 12.1274722 10.8446373 9.0084888 8.9132404 10.6154573 7.7550404 3.9760703 4.1947096 7.6251601 8.4777959 -1.8054086 9.6985333 12.6146677 8.3201209 9.5445416 10.1023494 3.8385686 10.7251139 7.6805368 9.7287770 8.2940555 7.4801100 8.6653665 7.3084501 6.7867532 9.2377348 9.2781869 11.7435294 10.7367721 12.9671252 8.8830015 11.0070855 9.5434358 9.7241381 9.9179419 9.6035679 1.1947175 8.2567536 11.6121645 11.1446145 7.8537225 9.9939892 11.2066336 7.8529190 10.3949932 11.7191268 11.3238296 5.8741871 10.0978362 8.4348071 4.7025024 7.1947076 -1.8054086 10.3431842 7.8020381 12.8456471 9.6602739 8.2675100 11.0341082 9.5007692 9.7716643 7.9956072 10.7161828 9.2587766 8.5378932 10.5486814 2.8385686 3.6865566 5.4426350 3.3646285 4.9361762 4.0773541 10.3860752 7.3110517 10.4934375 7.1014179 0.7796379 1.3646285 11.1060995 10.3690091 11.6122964 10.9281467 11.6290752 7.8349526 9.2169505 6.0077830 11.9363852 11.6810398 9.7406374 11.6207102 0.1947175 -0.2202780 NA 10.1079709 8.8627062 10.0788781 5.2927413 14.4606156 14.8503221 11.4269785 8.7782040 10.2748588 -1.8054086 -0.2202780 -1.8054086 NA 14.1818827 8.7693010 9.5950534 12.3442959 0.1947175 8.9344882 9.0544130 10.6477209 7.2526995 10.2499899 9.3149455 10.3012705 8.9520976 9.0758214 11.3509487 11.0062829 9.9128123 10.6765069 8.1239662 9.9523684 8.9209257 11.2288187 4.9785572 8.4858897 9.7207176 0.00652620 0.01265500 0.00332990 0.01754400 -0.00843850 0.00000000 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0.5166203 NA 0.5166203 9.6360957 7.5848768 9.6340191 1.0020904 7.0804040 11.2262365 10.6800338 8.0542423 11.9542837 9.2927397 8.1748473 10.9760673 5.2281299 10.1716296 9.6386871 6.1372227 7.5412213 10.0480171 8.5245037 13.3652977 9.7275504 10.4396659 14.0375244 12.9901385 7.9891237 9.4065958 9.9550117 8.9686708 10.1734181 6.8529190 13.5563430 8.4962039 8.0526887 7.4870288 2.9495910 10.5915798 9.3633796 14.5308828 10.4126652 11.8912405 9.6860596 7.4847262 11.1346540 13.0169796 9.6397224 15.7842417 12.1274722 11.9858704 13.1551621 11.1463566 4.7796695 10.8544805 10.1687636 10.5582948 9.2781869 8.4858784 10.5075905 12.9057830 11.4584169 11.5173385 4.3646355 6.3992788 5.7721364 10.5899739 12.7913050 6.4939163 4.0020634 0.5166203 11.7248700 12.9366485 11.6595404 7.6985331 11.5750333 11.746055 12.795143 11.371660 11.219155 10.245236 7.760762 11.908201 7.308450 8.705472 7.672466 10.333619 7.593451 8.232254 13.161550 8.777790 11.857932 10.962685 1.895147 13.607344 7.491922 6.764564 8.047034 9.734836 10.528422 6.456803 9.345724 10.634279 8.824793 10.923053 10.082690 12.567709 11.534697 2.282173 12.121745 10.401722 10.474898 1.516620 11.688188 9.910670 3.552254 10.714344 8.506456 9.667906 7.318829 10.102349 9.435409 7.618874 9.078878 5.895147 11.612165 10.787632 11.037451 12.845647 10.081547 10.532887 10.548681 10.859599 8.171987 6.489328 9.851579 9.702998 4.637651 5.802038 3.364628 12.215167 11.139017 9.925602 5.002063 8.934488 8.477796 9.959579 TCGA-BP-4170 72 1 2343 NA kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 1 4 3 7 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.96409968 6.15358446 10.99223551 12.15556049 7.93724316 9.41477211 10.57128895 11.74157577 14.75589881 9.97533054 11.34704495 8.23955748 5.04861547 8.16931724 12.62931789 5.82848942 NA 8.48182647 8.92709971 9.59274088 9.53501365 3.22758707 0.90565897 8.27779650 9.54046808 11.48920989 9.66609970 5.61531624 6.17867481 10.14047436 10.61301608 6.17244351 11.42398227 6.17244351 10.36815917 11.20524655 7.94091434 7.05540392 3.27488781 11.67177169 10.24253534 11.02113413 7.66276876 NA 10.68109712 1.09261339 9.39038588 7.56624740 -1.67945756 10.19105921 9.69844718 8.41609152 9.53850072 NA 7.21247790 8.83442206 2.40816837 10.80451020 10.04392872 11.22889942 5.14087271 12.00910541 14.45558196 11.44949431 8.66165733 10.66969915 16.05025544 9.32982324 8.35549338 9.60898384 4.25143128 9.39684193 7.75114701 11.07683376 7.01418119 12.11134837 1.78014209 6.62493140 8.93632405 10.93655395 9.14167112 4.54951516 9.53379868 8.28214416 12.23086869 7.84033041 15.57426553 8.81854639 10.92030514 7.58748126 11.73630417 -0.09434103 4.69573219 12.85365907 12.23489268 7.89623370 6.08887938 8.95368953 10.70844256 7.98603030 11.12502717 9.66831577 8.64149509 8.90471740 9.39215683 0.32065796 10.17205303 8.70331842 9.84523615 10.11470408 8.90471740 8.07891773 12.00867586 9.38071473 12.33384262 1.32071572 -1.67945756 10.06005319 9.47439852 8.81254764 9.90095297 NA 4.10205338 2.56861588 13.90365965 5.43963643 10.15674484 13.16486076 9.75114701 8.35961341 9.42201366 4.32069406 5.72157499 11.15950444 10.67384126 9.49998158 12.34251680 10.15358446 8.60030507 8.75844643 10.88532032 5.68701588 -0.09434103 5.35411712 7.75740601 1.32071572 NA 9.37190338 12.51252478 8.80953889 9.71515722 9.69844718 2.02112434 10.39014423 7.90940890 9.64350142 13.00932723 7.62447527 8.94183053 5.36508709 5.91993830 10.03236138 9.29367419 11.51698916 11.45158673 12.99267772 9.12240276 11.54575123 9.11511025 10.52495987 9.77447955 10.57010426 -0.67922652 8.24550707 11.25124699 11.27081834 9.63318597 9.20791505 11.71596079 5.50060450 10.40117894 11.50587962 10.96837772 4.69573219 10.30973406 8.09990479 5.04861547 6.96093909 -1.67945756 8.66831595 7.55909942 13.09938763 9.92987324 8.85305031 11.28449366 10.09836073 9.63244272 8.28069655 10.67353787 9.16696846 7.80047479 9.75271431 1.12802939 4.04861111 6.58748051 2.90565897 6.70871146 4.38678336 10.47297925 7.07558183 10.76841825 4.87298139 NA NA 10.78702590 10.35032673 11.13387436 11.00763261 10.52220575 8.57335976 9.28645704 6.20937733 11.71180375 11.44206606 9.69953116 10.97778957 -1.67945756 -1.67945756 NA 9.80752945 8.63130731 9.34236851 7.77602172 13.93615167 14.68594038 10.96635288 7.71043314 10.18371911 0.90565897 1.32071572 NA NA 14.43653061 8.46535254 8.88579641 11.66568380 NA 7.83639441 9.15243722 11.17497847 5.88293645 10.20639085 9.56088955 9.65273099 8.64712380 9.22156126 11.61804062 11.29690055 9.67824642 10.88865049 7.75114701 9.42856536 8.02286712 10.41543197 4.54778295 7.45940129 9.99973468 0.00026972 0.54683000 0.00208050 -0.00277070 0.49510000 -0.01050800 -0.00705760 0.02848100 0.02525000 0.03877100 0.00171920 0.00026972 0.55230000 0.54683000 -0.59214000 -0.57960000 -0.57960000 -0.60303000 -0.01009400 -0.01188700 -0.00863720 -0.01050800 -0.00658530 -0.00658530 -0.00705760 0.00000000 -0.00830050 0.00263570 -0.00373950 0.02595200 0.02525000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.000 0.000 0.000 9.69953116 6.46535254 10.25512242 6.58462132 -0.67922652 8.54831023 9.36098422 9.91809056 8.73537967 11.59360121 10.55341513 1.90565897 6.28647829 9.42921883 4.42670756 8.73432248 11.28539632 5.36508709 -1.67945756 6.94640336 4.71301389 -0.67922652 9.09218391 6.95005076 10.00968770 10.99223551 10.67778455 8.16931724 -0.09434103 NA -1.67945756 10.09918236 7.22758514 9.15200160 -1.67945756 6.75532292 10.5857234 10.4605656 7.9317191 10.4220136 8.8905501 4.4499773 10.4058349 5.8045105 10.1264384 9.8872243 6.0001736 7.1151103 10.1883593 7.5350133 13.3594849 9.8090367 10.6241898 13.4800928 12.6051571 8.0193989 9.2785219 9.7811503 8.1972113 9.4055027 7.0071955 13.1281500 8.5979818 8.9335629 4.3867834 0.9056590 10.6034933 8.8304696 13.9286026 9.0426482 12.3338426 9.0863950 8.1910592 9.5686220 11.9885821 9.7511470 15.9438186 12.3425168 11.7183691 13.3520941 10.2324609 0.6426554 10.8919731 9.1440617 10.3312225 9.2936742 8.1036928 9.9037772 12.9628026 11.1687305 11.5780823 1.4906215 5.2979727 5.7553229 11.3413272 12.4556822 7.5252655 NA -0.6792265 11.2119085 12.9405132 11.0008297 7.7636380 10.9739874 11.6153152 12.8229047 10.9922355 10.5712890 9.9753305 7.1053292 10.8610647 6.1215936 8.9975329 6.7343221 10.1360778 6.1724435 7.2425358 13.0074023 8.5422817 11.7792292 10.3827406 1.7801421 13.5671753 6.4523450 5.8125470 9.1793361 9.8245201 10.5465044 5.0349420 9.5123705 10.3336681 8.4978522 10.5359241 7.1312664 12.2811490 10.5704005 1.3207157 11.8558483 10.4602458 10.6892009 0.9056590 11.1110429 9.4949959 3.6060987 10.5234305 8.4956200 10.0215676 8.2806965 9.6984472 8.9942686 4.5874790 9.0400834 5.8205415 11.2512470 10.4877989 11.0791259 13.0993876 10.4840296 11.1344756 9.7527143 10.6721858 7.6627688 6.0554039 9.8110439 9.3854373 0.6426554 7.1440617 NA 10.9703997 11.6462655 9.7589665 5.5301488 7.8363944 7.7511470 9.9468598 TCGA-BP-4173 47 0 NA 1893 kidney stage ii t2 n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 2 8 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.839085 12.865358 11.641522 6.837401 10.430579 11.572342 12.311568 11.352339 11.395141 10.338711 9.619495 13.054788 7.558095 9.107161 6.405788 10.851934 6.065559 7.690880 12.579204 8.971427 11.793480 10.638643 2.318317 13.406878 8.055568 8.090287 8.382491 9.682773 10.344256 7.343861 9.046246 9.717375 7.827818 11.167619 8.107161 13.905869 10.950542 3.417866 11.883972 10.587118 10.503555 2.680887 10.773066 10.128438 6.176307 11.151216 7.789420 9.224357 8.420864 10.100622 10.003295 6.453485 8.457877 5.356461 10.970659 10.624713 11.098045 12.502936 10.176307 10.634122 10.566253 10.756821 7.235485 7.468073 10.008823 9.705728 4.700795 4.533339 3.970403 12.329753 12.021396 9.364280 4.238894 9.229504 7.832899 10.357637 TCGA-BP-4174 49 0 NA 1879 kidney stage ii t2 n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.468013e-07 2.56410256410256 23.0769230769231 20.5128205128205 33.3333333333333 20.5128205128205 6.1161194 11.7078635 8.8349368 7.1954765 11.2141506 7.8375434 -1.2761357 2.2169515 9.3730574 NA 1.5877490 3.7681949 5.5439814 8.4207687 6.3162580 10.1374291 12.4542713 7.4985884 10.8575855 10.7709251 11.5823650 14.9748167 9.6056799 11.4642143 8.5802265 6.6003188 7.9210179 12.3255719 6.4380466 NA 6.8226753 9.8466292 9.2186567 9.7089314 2.6306850 1.0457225 9.2325864 8.8899642 11.2020652 8.5165916 6.4719938 9.8690964 9.9459923 10.8820952 7.4449006 11.6796326 4.2156553 11.3920213 10.7315292 8.8231491 7.5084358 3.6306967 10.9117717 9.8639919 10.9511162 7.4483154 2.9717367 10.0900687 2.3266812 8.9639246 7.6396808 1.3087686 11.0966662 9.0092033 8.0230091 9.5632333 NA 7.0045722 9.0955777 0.7237770 11.2919948 9.6714381 9.1278783 2.5311444 11.7810906 14.7678750 11.2702133 9.2610195 9.7223916 16.1667203 8.7736496 8.6996491 10.4957033 4.3676576 9.1437613 7.5972451 10.9870703 6.5247015 12.6878712 2.2498700 7.5693536 8.5535237 8.9356896 9.1657077 1.5311693 9.0218636 8.0207172 12.8896503 8.1118185 15.1902219 9.0547180 10.9225224 8.2493221 12.0080469 NA 2.3087686 12.9842797 12.0540178 7.0138195 5.1331936 9.9246997 9.4076731 10.4246743 10.3499664 8.6231579 7.7378219 9.0195702 9.9338637 NA 10.5471684 8.2917573 9.2035815 10.9900020 9.5182170 7.8962289 12.0711650 8.8949778 14.1279448 -1.2761357 8.2629597 9.9729146 9.7010810 8.5786697 10.0264400 NA 6.5375818 1.0457225 14.4453543 9.0172728 9.3106410 13.8880403 9.8569434 9.4302972 9.2831782 3.5817851 5.5439814 10.4019611 10.5331673 10.1241469 11.6804005 10.1458659 8.5295450 10.3213882 10.8811481 2.4242503 0.3087104 4.0813567 8.4686350 4.0092038 1.0457225 9.6404270 13.4281371 9.5084360 10.1934429 9.1924252 2.8027516 9.5692911 8.4686350 8.8050183 6.3676576 5.4380466 9.0400825 6.0725303 7.2342886 10.2434374 8.9870704 11.2656238 11.6205120 11.5698791 9.4987529 11.7966037 9.2590766 11.5633986 9.3302063 11.4463953 -1.2761357 7.1667446 10.7979426 6.9406930 7.5338265 8.7110650 11.9470487 9.8211749 9.4225057 11.4233736 10.6743570 4.4242436 10.3026455 7.6601450 5.0092038 5.8006178 NA 7.0184216 6.9429695 13.0528967 9.5002342 8.1437613 10.7262646 9.9037102 8.8924733 3.3676506 10.6883658 8.9502132 7.9574207 9.4736706 -0.2761357 3.4786871 6.3604257 0.7237770 8.9136258 3.7681949 11.3986554 4.6064422 9.5801332 6.0636518 NA NA 10.3935720 10.5852758 11.1829766 11.2817434 10.5435810 10.3283544 9.1458659 5.2196564 10.4648467 11.0454474 9.9645924 11.1220104 NA NA 0.7237770 9.7905631 9.8899642 8.9669752 7.4449006 13.4929675 12.4007499 11.2542075 7.4041955 9.4172882 NA NA -1.2761357 -0.2761357 14.9737479 8.1811821 8.8323255 11.1445509 NA 7.2315956 9.5995889 11.4809828 6.2395012 9.7322297 10.1193353 9.4251076 8.4770179 9.2561570 11.2779103 11.8329788 9.0912159 11.9126990 7.0502307 9.6845272 7.1995349 9.9981793 2.9913359 6.5817821 10.2803072 1.1551e+00 5.5850e-01 -8.7146e-03 1.1705e+00 5.7648e-01 5.8363e-01 -1.8976e-02 0.0000e+00 1.8768e-01 -3.7395e-03 -3.7395e-03 1.1551e+00 5.5850e-01 5.5850e-01 -6.6059e-01 -6.6059e-01 -6.6059e-01 -6.8953e-01 -1.7116e-02 5.9098e-01 -1.4854e-02 -6.7085e-01 -2.0784e-03 -2.0784e-03 -1.8976e-02 -1.4916e-02 -1.6017e-02 -6.6531e-01 1.1981e+00 -3.2919e-05 1.5173e-01 0.000 0.000 0.000 0.000 0.590 0.590 0.000 -0.665 0.614 1.179 1.179 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.155 0.000 0.000 0.000 0.638 0.559 0.559 -0.652 0.000 0.000 0.000 1.170 1.170 0.000 0.000 0.581 0.581 -0.087 0.584 0.000 0.000 0.192 0.192 0.000 0.000 0.000 0.000 0.590 0.590 0.000 -0.665 0.614 1.179 1.179 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.155 0.000 0.000 0.000 0.638 0.559 0.559 -0.652 0.000 0.000 0.000 1.170 1.170 0.000 0.000 0.581 0.581 -0.087 0.584 0.000 0.000 0.192 0.192 9.4952906 6.8270886 9.1042622 6.2125246 NA 7.9574207 9.8224912 8.9326329 9.4137991 11.6253752 11.1773290 0.3087104 6.3891366 9.0513539 4.1832324 8.6049149 11.5259135 6.0725303 -1.2761357 6.7681949 3.4786871 5.9526201 8.8722778 5.2936574 10.0231809 10.1374291 10.9588430 7.5471683 -0.2761357 NA NA 9.8244635 7.2116411 9.0195702 NA 5.9037108 9.708220 10.705725 7.983544 10.058074 8.942970 5.518217 10.053037 4.606442 9.908676 9.385579 6.485353 5.853085 11.117460 5.990587 13.611212 11.026154 10.337591 12.911926 12.220530 8.065876 7.971729 9.924087 7.183232 9.120406 6.360426 12.908212 7.572424 9.126813 2.424250 2.531144 10.899663 8.412052 13.365119 8.769561 14.127945 8.902466 8.135312 11.332056 11.980305 9.856943 16.853436 11.680401 11.073635 14.240209 10.805617 0.723777 11.392243 11.523690 11.883672 8.987070 8.085745 10.404161 13.058493 10.915786 12.033985 1.308769 4.990587 4.215655 12.812258 12.594647 5.821833 -1.276136 -1.276136 10.414672 13.418322 11.427268 6.642664 10.754468 10.8099374 12.5802267 10.1374291 10.7709251 9.6056799 6.4103021 10.9179424 6.1914067 9.4041606 4.7010832 9.8779864 7.4449006 4.9905873 12.3472071 8.9729146 11.5012619 9.2395009 1.0457225 14.7238672 7.5150288 5.7124857 8.8806552 11.2253895 9.1437613 4.6779986 8.8006168 9.8297096 6.6186190 11.8655890 7.8165581 12.1682984 9.7082197 NA 12.8234777 10.3389710 9.8336317 NA 10.6677810 9.3059432 4.6064422 10.0890300 4.0457313 9.5051609 7.1832324 9.1924252 8.8231621 3.2473655 8.6155848 1.8937117 10.7979426 10.2983946 11.0966662 13.0528967 10.7255611 11.2946056 9.4736706 10.1516378 8.1832329 5.2629593 9.5957064 8.7572240 2.5311444 5.9999256 NA 9.6049151 10.6585351 8.8899642 0.3087104 7.2315956 8.8974782 9.7025116 TCGA-BP-4176 64 0 NA 1955 kidney stage i t1b nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA NA NA 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.3123304 8.2568007 10.2226144 11.0072147 11.5523751 15.2318955 9.5402350 11.2611316 9.0319713 5.5499556 7.6917882 14.6650984 6.5439814 -0.3688491 7.5165747 9.4464752 9.5618294 9.7059024 3.3859832 0.9530044 9.5068413 9.4679313 12.0378285 9.5198352 5.8010163 11.0236778 10.0802406 10.9608884 6.7552134 12.1276961 9.6527661 10.2169934 11.1236963 8.0761069 7.7185548 4.7185534 11.8642623 9.7953704 10.4548572 8.0083026 -1.3688491 10.1128712 2.4040311 9.9677158 8.0552580 0.6310577 9.8943612 9.3607128 7.8931868 9.7566410 3.5379794 7.8813905 9.1663675 2.3315333 11.2179318 9.1712201 11.3861882 4.0573550 11.9429396 14.5599342 11.2129987 9.1545265 9.6374181 15.2135574 8.9552724 8.3280596 10.6307397 4.8790195 9.7513298 7.9325880 10.9179385 8.3538997 13.1031482 1.2160513 8.2945789 8.4671425 9.5932651 9.2767504 3.5852871 8.9083794 9.8730751 12.2814706 8.1388866 14.7736995 9.4230688 11.1048764 8.5379825 11.3679167 -1.3688491 9.3219630 12.0199165 11.4151133 7.2235490 7.8766446 10.4508719 8.5259099 9.5714057 10.7162325 9.1634479 8.4859605 9.5251518 9.6624485 NA 10.1199363 8.2640874 9.1712201 10.7767058 8.9687140 8.2946502 12.5188238 9.2009476 13.0326382 3.7185589 2.8010138 10.1189320 9.6754861 8.3776062 9.6775340 NA 3.1546480 2.2160513 14.3939930 8.2310046 9.9337309 11.3698176 9.6303875 8.9118626 9.1007338 4.6971789 6.0404826 11.4128615 10.9028468 9.6645150 11.8389376 10.6682957 8.4271318 10.4552552 11.1475307 4.0905232 3.4384526 6.3384512 8.2494776 3.1546480 NA 10.0786919 13.1574690 9.0319713 9.1741237 9.5477180 2.8911081 10.1536735 7.7808389 8.7425799 7.3453378 6.7808389 9.4975982 6.1546541 6.9025548 10.2165241 9.1673391 11.2888570 11.4708863 11.9483633 9.3742433 11.3026330 9.0833333 9.8022688 10.2451898 6.0573571 -1.3688491 8.0126352 11.2574855 7.5090513 8.6144275 9.0341040 11.5150717 8.2982037 9.7389629 12.2676033 10.7594086 4.3315333 10.4769741 8.3822509 5.3453360 7.5794593 NA 8.4480758 7.1189317 12.7575545 9.8060177 8.8307643 10.7836938 9.9913905 9.2866227 3.3315333 10.5881359 9.0415433 8.6353125 9.8209166 1.2160513 5.4124530 7.6672656 0.6310577 8.9985067 3.9530231 11.3156215 3.8405438 10.8825093 6.9012000 NA 3.0905317 10.4975982 10.3922277 11.2993122 11.4608147 10.5669937 8.7706434 9.1408471 6.1313364 11.3994831 11.5636759 9.8490497 10.7849606 NA 0.6310577 NA 9.5106752 9.2776508 9.6809405 8.4319919 13.9290471 13.0284992 11.3974138 5.5782897 9.8706905 1.6311043 0.9530044 3.2749474 NA 14.5570868 8.7038946 9.0894987 11.5313928 -1.3688491 7.9642473 9.4580138 11.0841053 5.6971817 10.6634821 9.5669938 8.9541469 8.1644218 9.0884729 11.4273344 10.9572406 9.8405454 11.2993122 8.0447198 10.2254212 9.2216789 10.6778750 4.2761021 7.3703997 9.7105768 0.8722700 0.0116680 0.0509500 0.5123000 0.4546100 0.0455550 -0.0590110 0.4364700 -0.0601560 -0.4082700 -0.4261600 0.8679700 0.0116680 0.0116680 -0.8852700 -0.8852700 -0.8852700 -0.8852700 0.0135020 0.5122700 -0.4606800 -0.9111600 -0.4579100 -0.4337700 -0.0590110 -0.0103810 -0.0011194 -0.4508300 0.0099955 -0.0215200 -0.0601560 0.000 0.000 0.000 0.000 0.418 0.418 0.000 -0.451 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 0.000 -0.408 0.825 0.415 0.415 0.370 0.348 0.000 0.000 -0.885 0.000 0.000 0.000 0.522 0.522 -0.461 -0.461 0.423 0.423 -0.902 0.000 -0.425 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 0.000 -0.451 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 0.000 -0.408 0.825 0.415 0.415 0.370 0.348 0.000 0.000 -0.885 0.000 0.000 0.000 0.522 0.522 -0.461 -0.461 0.423 0.423 -0.902 0.000 -0.425 -0.425 0.000 0.000 9.5779982 5.9974144 10.0599755 6.1683111 0.6310577 8.2713370 11.6834902 9.8405454 10.6589980 11.2287675 10.3632595 1.2160513 6.3992771 8.8778326 2.0905147 6.8454110 10.4948911 6.1546541 0.2161134 7.0104699 4.0905232 0.9530044 9.1847214 7.9485045 10.0236724 10.3457668 10.4585300 7.3826361 -1.3688491 0.6310577 -0.3688491 9.0956378 7.8454110 9.4319919 0.9530044 6.7079071 11.331965 10.736673 8.128944 10.932588 8.808512 4.859910 10.874564 4.697179 10.477758 9.740923 6.718555 6.431992 10.899049 8.104798 13.299922 10.798824 10.158080 13.461360 12.916205 7.904887 9.116921 9.742880 10.521356 9.445674 6.625446 13.534927 8.539485 9.385979 3.385983 2.438453 11.179673 9.149745 14.846777 9.466353 13.032638 9.274948 8.168311 11.993584 10.610874 9.630387 15.223374 11.838938 11.897146 14.068519 10.669325 1.216051 10.601917 9.016954 11.476386 9.167339 8.014796 10.271789 13.015606 11.837649 11.679577 4.463982 4.585287 6.561829 11.636015 12.477268 7.245802 -1.368849 NA 11.592903 13.300475 11.702025 7.636717 11.148269 10.9689926 12.7438573 10.3457668 11.0072147 9.5402350 7.1856812 13.0778522 6.4319923 8.5573879 5.2893033 9.8617129 6.7552134 6.5439814 12.5034504 8.6836600 11.7472735 10.2640872 1.2160513 12.8722559 5.0985333 5.9974144 8.4256540 10.6254454 9.8819825 6.0986975 8.5954328 9.9897432 7.3245793 11.5108667 8.5881940 12.7741563 9.8902468 0.9530044 11.2997554 10.3517638 10.0930829 2.0905147 10.6409207 9.8671062 3.8010138 10.4655630 8.7238490 9.0905237 8.2549733 9.5477180 9.0270116 7.2458018 8.5968763 2.3315333 11.2574855 10.3030753 11.2595376 12.7575545 10.2184007 11.1988105 9.8209166 10.0667622 8.2365715 7.6782156 9.2884105 9.0028687 3.3315333 1.4384526 NA 11.2372658 10.7893924 9.3767664 2.5379918 7.9642473 7.7884391 10.1403722 TCGA-BP-4177 65 0 NA 1670 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 NA NA 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855218e-07 2.427609e-07 14.2857142857143 23.8095238095238 14.2857142857143 38.0952380952381 9.52380952380952 8.14679165 9.65429948 4.40576097 8.66345172 10.29626914 7.05889333 6.08818825 7.77841952 9.60257992 NA NA 2.91100122 4.09541812 9.44520940 5.96726315 10.95439518 11.80595051 6.02141976 9.18457859 9.78862764 12.08080614 14.19407966 10.32808034 11.52034165 7.14853048 7.31574916 6.89035549 12.04892346 6.10261404 NA 9.02899231 8.92120512 10.38525403 10.15892255 3.15200490 0.45154083 8.62773669 9.60131043 9.90945721 9.84923807 5.37042587 5.73696469 10.14505034 10.50616772 5.83526724 10.45191559 6.69949056 10.46941573 11.70496769 7.93940349 6.31574916 2.69948500 9.66405985 9.86941587 10.77123549 7.88827506 5.28445491 10.98486387 1.91100122 9.22717356 7.82006980 -0.54835367 10.04168256 9.03087925 7.85030687 9.46244113 1.03653850 5.10977425 8.27652226 -0.54835367 10.79973824 9.11867482 9.43669385 7.90689060 11.07451888 12.98288391 10.35506870 9.12482827 10.39590938 15.93792706 9.41951003 8.54564101 11.21394540 4.15200490 9.05426215 8.06074186 10.37451940 7.30643177 12.68608147 2.38890588 8.20708511 11.88514882 10.75562945 9.09271196 4.30954729 9.45085885 9.42812752 10.80608830 7.67073201 14.35839550 9.22222737 9.95870887 10.39883506 10.78023832 NA 5.53902539 10.67405647 12.09958382 7.47115412 0.03646817 8.22635053 8.68757759 7.42023058 10.57018008 8.40866559 8.31574962 8.85883113 9.44803678 1.62147756 9.99169147 8.27014533 8.92729679 11.54893714 10.26814709 8.89243262 11.76559284 9.74446017 12.17618381 5.37042587 0.45154083 11.03370539 8.69830392 8.39407807 9.79752292 6.19975674 4.64138996 0.03646817 14.27910456 9.17095231 10.16409034 7.03652641 9.05611663 9.30409299 10.22346551 3.25891083 8.35243015 9.63891553 11.27870754 9.52034170 11.39639435 10.95066182 8.11689910 5.00615438 11.02189345 7.00615213 3.87783258 7.58855424 8.23619840 2.25891083 0.03646817 9.58020222 13.76416275 9.01761742 11.15827523 9.65918783 1.39643353 9.86148460 7.77799300 10.69003081 6.89450737 7.46558355 11.16966806 11.45946666 5.28445491 9.34865248 8.51899771 11.85683781 10.76132392 13.38216213 9.40284814 12.10126866 9.32269860 10.02473716 9.14243437 9.61647037 0.77349003 8.64015237 11.62695696 9.86190343 6.51042081 10.02046956 10.81021461 9.50481045 10.30682124 11.87664813 11.27114376 6.35243015 9.94791785 8.61195174 3.91099163 7.84388086 0.03646817 9.40430454 6.80471056 13.78359992 10.28088975 8.83526755 10.72273454 9.71307062 10.04915044 7.01380614 10.49805645 9.22305275 8.24922488 10.60606509 2.84388337 3.80911600 8.70895109 2.77349003 2.25891083 5.75534428 10.40902820 6.96331574 10.93658509 6.03186052 -0.54835367 NA 10.75191590 10.51327212 11.50887824 11.18097169 10.11867495 8.10261509 8.83628237 6.07639448 11.37730322 11.48464217 10.21809227 11.61913832 2.91100122 NA NA 10.24597927 9.13981378 9.09902188 0.45154083 13.38128412 14.87492554 12.34505451 8.36413860 10.72419313 -1.54835367 0.77349003 0.03646817 0.77349003 14.55636686 7.56530547 8.89347021 12.03640848 NA 7.10261509 8.82981500 11.05008120 6.26534500 9.50141188 9.43241704 10.00663170 8.85776831 9.64323949 11.53852890 10.27691976 9.54761968 11.75005557 7.66101701 10.14440549 7.31265065 11.00782992 4.78140693 7.69187749 10.08046447 -3.4654e-03 4.1605e-03 1.6616e-03 4.9683e-01 3.0495e-03 -3.7422e-03 -1.7499e-02 4.5802e-01 7.4118e-02 -3.4654e-03 -3.4654e-03 -3.4654e-03 4.1605e-03 4.1605e-03 6.3845e-03 0.0000e+00 0.0000e+00 0.0000e+00 4.1326e-04 5.0672e-01 -2.6725e-06 -3.7422e-03 -3.0502e-03 -3.0502e-03 -1.4955e-02 -4.5722e-03 -2.6725e-06 1.1067e-03 -9.8141e-03 -2.6349e-03 6.0764e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.000 0.000 0.458 0.458 0.484 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.000 0.000 0.458 0.458 0.484 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.39700725 6.08091983 9.54035164 7.66174746 8.19459682 9.21394553 8.21974790 10.44467162 9.08274037 11.50505151 10.23087235 3.45156721 6.42884253 9.13192279 3.69949611 7.54959525 9.80139748 11.45946666 -1.54835367 6.61143504 3.84388337 0.03646817 9.31652321 2.84388337 11.08591157 10.95439518 10.89969520 6.67073130 0.03646817 NA 0.77349003 10.03793414 8.13455775 9.23374261 -1.54835367 3.84388337 9.8851488 10.4356258 8.0061521 10.9529030 9.1493996 7.7958591 11.0171415 3.6994961 10.3633299 9.0271026 6.1862727 7.3372597 10.1279613 8.0440203 13.2866762 10.7630279 10.0736151 13.2268650 14.0470248 6.7553443 9.1450502 10.0435531 6.8567044 9.9692328 9.4550812 14.3807755 8.5561623 10.8890554 8.0790975 2.3584525 9.4223882 8.7701062 13.8449538 8.7101293 12.1761838 8.4487428 8.0023104 14.3574674 9.9389010 9.0561166 16.2533096 11.3963944 11.7557721 14.5760684 11.0754449 0.7734900 9.7941936 11.4304526 10.5156324 8.5189977 7.5962218 10.1632304 13.1323075 8.5068459 11.4808489 4.2589184 4.7734900 9.0223678 10.8598931 12.1178983 8.0384033 0.4515408 NA 10.1222196 12.7121889 11.4252554 8.7450349 11.0804645 11.208120 12.781990 10.954395 9.788628 10.328080 6.232924 10.231693 4.405761 9.013806 4.843878 9.649394 5.835267 9.014760 13.005850 8.573097 11.830265 10.241505 2.773490 14.556960 4.508796 6.131044 7.265761 9.981482 9.538363 4.358453 8.964304 10.017617 8.894507 11.766147 7.274931 9.799185 11.421849 5.927297 10.012851 10.473584 10.030879 1.621478 11.894895 9.820615 3.539022 9.727106 8.032764 8.873628 6.919168 9.659188 8.718736 4.206448 7.931344 6.340306 11.626957 10.872050 11.409391 13.783600 10.367816 11.159138 10.606065 10.656746 8.102615 9.202270 9.642623 9.556162 2.036538 4.123989 NA 9.336497 8.728700 9.476703 3.910992 7.102615 8.216435 10.914577 TCGA-BP-4325 64 0 NA 2964 kidney stage i t1b n0 m0 female 2001 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0122049 9.5807852 9.8235005 6.5415752 9.8593753 8.5282646 2.0643655 5.3407296 9.0164481 0.1899194 -1.1561769 5.4251169 7.9291175 9.1196513 8.5922014 10.8717238 11.8212284 8.8949560 10.7180281 11.4741435 11.4801106 14.7319288 9.8717237 11.2664926 8.4074535 6.6049372 8.2844174 11.5745036 6.7947616 -1.3951696 7.5503813 9.2333826 9.8475159 9.9308047 3.3053723 1.7748819 8.6520612 9.5290074 10.8403532 8.0143280 6.9087181 7.4409879 10.3040759 10.6049372 5.5356735 11.3696015 2.4122938 10.4799186 9.8652687 8.5591335 8.3345580 1.4122938 11.1530366 10.1494187 10.6517201 8.0987927 NA 10.7002255 1.7748819 9.0111423 8.0664165 0.6049253 10.3311553 9.6328431 9.0735613 9.4544988 0.9268344 5.9799773 8.9602884 2.6049490 10.6554661 11.1969270 11.6305959 2.5118222 12.0130506 14.9543567 10.9862097 8.6884164 8.4675746 15.9710032 9.3961002 8.4519945 10.4826048 5.0478786 10.3234701 8.2104166 11.0143282 3.6493280 12.2891379 2.5525984 8.2433911 11.0442487 10.1643143 8.8587848 1.6049253 9.5922012 8.8107304 12.8801160 7.9536651 15.7119612 8.5356747 10.8843882 6.8095083 11.3377406 NA 2.1898878 12.9945013 12.2115738 8.2738222 3.8903397 8.0100788 9.6976944 7.3088405 11.3981341 9.9464560 9.1470019 9.3522911 9.6817528 NA 10.8608509 7.7444888 9.6561461 10.6074006 8.6493313 8.1047832 12.1720377 9.1450652 12.1916597 1.1899194 2.6924049 9.7779897 10.5911952 8.4219209 9.7115001 0.1899194 5.8046086 3.6049372 13.3642012 6.0227895 10.7553192 13.1233445 10.1842531 8.7761139 9.2442780 4.1284996 6.8528653 11.4439441 11.1045340 9.6750582 11.2475057 10.5016480 8.9525587 8.4551242 10.5419431 3.3053723 0.1899194 4.5118285 8.1107490 2.0643655 0.6049253 9.8186490 12.9415135 10.1790576 10.1959920 9.1284991 3.4122938 10.8322523 8.0416487 9.1539806 12.3207920 7.8046093 8.4660242 5.3191844 4.7778668 10.9181037 9.2094904 11.6510381 11.5604055 12.7105184 8.8600248 11.5091955 8.3548065 11.0364348 10.5084425 10.0847175 1.7748819 8.4829882 11.2157314 12.7357780 9.9499876 9.1747929 11.8046095 6.8857086 10.4094716 11.4417765 10.6608974 3.5591369 10.3518713 7.8398985 5.8046086 5.4875796 3.6493280 8.0705036 7.4722156 12.8768379 9.9279920 9.2966806 10.0771203 10.8204702 9.6595414 7.7316415 10.5466047 8.8682065 7.3430293 10.1445808 0.9268344 5.2914378 5.2631471 2.0643655 8.1087628 3.3598304 11.2036876 5.7546844 8.9151067 5.4688765 0.9268344 NA 10.6777397 10.1392401 11.3918194 11.3166042 11.5037275 9.2791295 9.9797484 7.0198342 10.9969862 11.5459848 10.1866085 10.5689170 -0.3949798 2.0643655 -1.3951696 10.0301531 9.0248972 9.9497879 8.1479691 13.5220761 14.0115076 10.2577822 7.3120543 9.8623251 NA -1.3951696 NA -1.3951696 14.1099734 8.8705521 9.8451323 11.2740437 NA 8.7848462 9.2662433 11.7064205 7.1363186 10.3594072 9.6217455 9.8415494 8.6561463 9.1166899 11.2290472 11.4506232 10.0997928 10.6359492 8.0582077 9.7729824 6.2342944 10.0364348 5.2917177 8.3521737 10.2085636 0.0027091 0.0100800 0.0181770 -0.0017281 0.6772500 -0.0093316 -0.0211630 -0.0134670 -0.0480000 -0.0112620 0.0027091 0.0027091 0.0100800 -0.0022199 -0.7511000 -0.7511000 -0.7511000 -0.7511000 0.0095227 0.0067389 -0.7448600 -0.0093316 0.0035422 0.0035422 -0.0211630 -0.0044964 0.0060435 0.0032645 -0.0103040 -0.0346040 -0.0480000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 0.000 0.000 0.000 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 0.000 0.000 0.000 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 10.0694829 6.8528653 9.3539685 6.7526001 -1.3951696 9.3062436 7.3157437 8.8325170 8.3581540 11.4392127 10.1047831 0.1899194 6.2702729 9.3140210 3.6924049 7.8119513 11.9517279 5.3191844 0.9268344 7.3698084 5.6161636 1.1899194 8.7160728 6.4936810 10.7815280 10.8717238 10.5719868 8.3912066 -0.3949798 NA 2.0643655 9.9475675 8.0312022 9.4952015 NA 7.7470443 9.5459848 10.3907984 7.9403277 10.0499520 9.2826569 4.3862936 10.8358583 6.4814540 9.7553192 9.9961808 6.7597551 6.7798625 10.4833713 5.9886415 13.2383298 10.3858870 10.4570765 13.0235805 12.9477758 8.0374789 8.8082853 9.7959964 6.5297491 9.3531301 6.5238003 12.9408858 7.9514508 10.6266112 3.5591369 2.9972563 10.4167133 9.1431260 13.2368532 10.3447178 12.1916597 9.7003343 8.2861756 8.2251568 10.8418483 10.1842531 15.7135944 11.2475057 11.7446484 13.0634079 10.5035386 NA 11.6005277 9.2835373 10.6140660 9.2094904 8.8337560 9.8493011 12.7706294 11.3977275 11.6980246 0.9268344 6.8810613 5.9886415 11.5377056 12.7804088 7.8143908 -1.3951696 -0.3949798 11.2899049 12.5260343 11.3573241 7.7186794 11.0525371 11.3178940 12.8939474 10.8717238 11.4741435 9.8717237 7.8552354 10.2011269 7.0927772 9.3217568 5.6493309 9.8781500 5.5356735 6.6764000 12.2184458 8.7406466 11.3846566 10.9810626 1.6049253 13.2317299 7.2946906 6.7342205 9.0679199 10.2936246 9.4944412 4.1899036 8.8433420 10.1372931 9.0753115 11.0172424 6.8949560 12.3459828 9.3573178 NA 12.9949718 10.4852860 10.3714661 -1.3951696 10.7644932 10.1766898 3.5118222 10.2866148 2.6924049 8.9635883 7.6976946 9.1284991 9.2553787 3.3598304 9.0582077 4.4875828 11.2157314 10.3952857 11.3846566 12.8768379 10.7212811 11.6066972 10.1445808 10.4837545 7.0520202 6.5058036 9.3879355 9.5605871 1.6049253 6.1866650 0.1899194 10.2178057 12.7754429 9.6541050 4.7342219 8.7848462 7.9109988 10.2564374 TCGA-BP-4326 53 1 1625 NA kidney stage i t1b n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 4 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525926e-06 3.468013e-07 7.01754385964912 19.2982456140351 28.0701754385965 33.3333333333333 12.280701754386 8.00371241 10.91361058 6.80800785 6.08008840 10.56148376 10.26148862 -1.24195272 9.32153716 9.14294358 -0.24178212 2.15597585 5.52634430 4.84562051 10.22932691 7.84296815 11.16383318 12.06450637 6.04356105 9.05622232 10.92933661 12.70094921 14.35979425 10.14024337 11.77844531 7.51304694 7.55257535 7.70944436 12.35727650 7.60678273 -1.24195272 8.27385946 10.16170444 10.79295879 10.10799393 3.08009480 2.75815391 9.65600522 9.47669275 10.53787921 9.80732771 6.03428396 10.73972712 10.25800569 10.49709647 7.46551906 10.02962280 2.66505161 10.06820444 13.80345022 8.27188737 8.62852464 2.92808602 10.40336786 9.82290251 10.44466034 7.95045267 0.08583252 10.48460360 2.21760298 9.05507605 7.30890689 -0.24178212 10.16648950 9.96028364 8.47583636 10.09337702 -0.24178212 4.64080021 9.57113923 4.34312352 11.53541512 9.82895156 12.42549316 4.64080021 12.44814687 15.43875285 11.16170450 8.66932694 10.60600020 16.09601688 9.42082827 7.76938695 8.72394417 4.98697971 9.72466528 6.85619144 12.06763616 7.24599947 13.11481811 3.16211334 7.93088751 5.59105103 11.31394723 8.89001676 2.92808602 9.67553192 9.94674869 11.43345530 8.69479768 13.90103031 10.73901342 10.78233681 11.26248225 11.97050419 0.34312352 6.18442511 11.21605368 10.12229442 8.25001269 0.34312352 10.35528127 8.44466044 8.82155493 12.03064379 9.99596722 8.61302805 9.23591801 8.39115507 0.75813259 10.01082529 8.11351090 10.05392873 10.22831029 8.36733874 7.84296815 11.48331730 9.83964330 11.71380972 -1.24195272 2.84563055 9.71671248 8.85882211 8.41637109 10.29925645 1.56549969 7.36178590 3.40201266 13.81691261 2.45859199 11.20472623 8.33180686 9.06422163 8.81072778 9.55986823 3.28172792 7.53951944 10.96181372 10.81885575 10.26347520 11.72018277 10.57554322 8.69920735 7.73829970 10.68815789 2.08007774 2.56552406 5.34312352 7.65600504 9.53294691 NA 9.45077535 13.25688439 7.84296815 9.53212309 9.78329933 4.73544094 10.36733852 7.83230143 10.44730602 13.26675931 6.76938695 9.68297229 6.91297793 7.72015942 8.78606571 9.27188737 11.39727439 11.61750048 12.49382161 8.88840871 11.02582433 9.54279470 9.74471294 9.27484473 10.42615833 3.08009480 7.37286941 10.85223751 8.46732962 6.89806925 11.54647032 10.84396422 8.61614079 10.00608732 11.76693855 11.57113927 3.40201266 9.92432291 8.19782461 4.15047844 8.64842410 NA 11.29683375 8.01790298 12.98630208 9.12775708 8.75815991 11.17046503 10.21963926 9.73042174 5.06194033 11.06703067 8.79570689 8.97004807 10.04760246 2.08007774 3.80255514 6.03428396 3.33831031 5.15047844 3.61614594 10.48480377 5.72394348 10.96485677 6.80974884 -0.24178212 0.75813259 11.39750052 10.17812003 11.62369977 11.02172248 11.85668545 7.81344196 9.83764465 5.55478222 12.21566895 11.09606039 9.36178612 10.88712075 NA -1.24195272 -1.24195272 9.72610659 8.63314128 10.29683375 -1.24195272 13.87774944 13.39172271 10.79055002 6.33415348 10.07444135 1.34312352 NA -1.24195272 0.34312352 14.80673184 8.61614079 9.39569029 11.65996950 NA 8.60678273 8.55333900 10.55622649 7.99895141 11.25974826 9.94983590 10.65146138 9.32326197 8.93557938 11.32397594 11.17258077 9.32135609 10.71743730 7.51304694 9.93435786 8.53294691 11.95645138 4.87917642 8.46879426 9.88421891 -0.0193140 0.0118180 0.0196430 0.0804560 -0.0275350 0.0182430 -0.0370820 0.0158660 -0.0365380 -0.0193140 -0.0193140 -0.0116110 0.0118180 0.0118180 -0.8609700 -0.8483100 0.0266540 0.0266540 -0.0216470 0.0637250 0.0093098 -0.8687600 0.0000000 0.0000000 -0.0378540 0.0036076 -0.0056501 -0.0168410 0.0220240 0.0189430 -0.0365380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 0.000 11.4894789 6.1844251 10.0613697 7.1119244 1.5654997 8.9736928 11.2500129 10.4149913 9.3280154 11.2496071 10.3289642 -1.2419527 6.0619403 9.9218096 6.7844621 7.4860804 9.9104447 6.9129779 2.0800777 6.7123564 3.2817279 0.7581326 8.9028180 7.3875168 11.1341902 11.1638332 10.8568104 7.4092119 0.7581326 NA 1.0801119 9.7050661 8.0108251 9.0072732 1.0801119 5.1157116 11.432573 10.362713 8.223726 11.462063 9.047026 10.648044 10.742578 4.043563 10.191224 9.489479 7.369185 6.430585 10.181276 7.998951 13.278656 9.804602 9.938069 13.844545 13.296713 7.853557 8.263971 10.274352 6.688896 10.312269 6.546063 13.680651 9.163301 7.205243 8.928085 3.712354 10.475408 8.848272 14.557770 10.430585 11.713810 9.413691 8.150477 10.528411 12.958675 9.064222 17.504602 11.720183 11.940554 13.399647 10.978538 2.928086 10.640039 9.168611 10.632373 9.271887 8.100234 10.057940 13.307764 9.541158 11.170727 3.006083 6.718162 4.928086 10.486931 12.508134 6.451646 1.928086 -1.241953 12.217079 12.838311 11.431893 7.609909 11.438300 12.2575074 12.9154278 11.1638332 10.9293366 10.1402434 5.4585985 11.6911127 6.2257646 8.6269822 5.6285257 10.0149582 7.4655191 6.1244812 12.6343669 8.6331413 11.7960499 11.0261169 2.2176030 14.7974430 6.8265625 6.1418639 8.0719498 9.6012958 9.8751536 3.9280860 9.5395194 10.5172157 8.2052429 11.1810130 10.9296494 10.5683297 10.3021583 0.7581326 11.7470220 10.7322159 10.1467153 -0.2417821 12.5117944 9.8822811 3.8456205 9.8777495 3.5130485 9.9015430 7.3543499 9.7832993 9.6804543 5.2500141 9.0001429 2.5655241 10.8522375 10.5521694 10.6706749 12.9863021 10.1854726 10.2333866 10.0476025 11.6209909 8.7637844 5.5130485 10.2639714 10.2545143 0.3431235 1.7581752 3.4020127 10.6609118 10.6247394 9.5751434 4.4585985 8.6067827 8.3710282 9.7130832 TCGA-BP-4327 75 1 109 NA kidney stage ii t2 n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0811180 10.0538691 8.6676112 7.7609115 10.1788146 6.9463683 5.5678557 6.9244622 9.1841719 -0.2135709 1.0997665 6.4012072 8.2148572 10.1478928 9.5228991 10.9561091 11.7150156 6.7637767 9.7341341 10.8168194 12.5464894 14.4343822 10.1653339 10.8910959 7.6963903 7.0104990 6.8144030 12.6247823 7.4447085 NA 7.6597569 9.7001347 10.8243873 10.0356106 4.2127639 2.1084241 8.7522816 9.9657843 10.4825953 9.4500553 5.5678557 7.9812539 9.8026091 10.7023765 5.9260492 9.7843823 4.5678557 10.6355113 10.6721935 7.8579599 10.2043497 2.5938557 10.7584000 10.1857751 10.3501701 7.9688914 NA 10.5657733 0.3715031 9.0556238 8.0201171 NA 10.5024592 9.3496935 9.0008164 9.6919143 3.1788102 6.1958889 8.7850875 1.3714473 10.5122894 11.4556037 7.7231353 3.9959548 11.6824321 11.5369948 10.1235616 8.4291448 9.6926362 16.5938458 9.6645481 8.2418245 9.3695799 5.3410856 10.0474166 7.4834643 12.4447087 5.9959503 12.0972519 3.8348224 9.3337001 10.5190887 10.9051139 8.9451070 NA 10.1985377 8.7348644 11.6988252 7.0056661 13.7171334 8.5792876 11.0793019 8.7991216 11.8794194 NA 4.7172322 12.9162632 12.1817635 9.0799687 3.3100638 9.1307932 9.1571845 8.6797989 11.7222148 9.4869370 8.4536085 8.4869368 9.0971098 NA 9.3610906 8.7580406 10.1218875 10.4786768 9.4393422 7.5480482 11.4338522 10.0385712 12.1176941 0.3715031 NA 10.1879101 8.3178788 8.7187120 9.8130207 1.9564284 7.9132018 5.1958869 13.7566031 9.9855561 11.1432243 12.1666876 8.3159275 9.5711320 9.8766096 3.3714613 7.5579867 11.3021970 10.6174084 9.9576739 11.1579907 10.2315120 8.6948899 8.4375490 10.9648508 5.1440504 1.1084241 3.0344270 8.8779325 1.5938318 NA 9.3817547 12.8107711 9.7290118 11.3558781 9.1319025 2.6933866 10.7150155 8.4375490 10.5429200 11.6296331 7.4122057 9.9164241 6.6752401 5.6132988 10.2748395 8.1263472 11.6018805 11.5397139 11.5954614 9.0338194 11.8830476 8.4938562 10.1696615 10.1506319 10.4540523 -1.2135709 8.4817256 10.6209682 9.2786509 8.5385432 10.4482752 11.3632177 9.8865024 10.0724773 11.4847678 11.2497661 5.0344226 9.8865024 8.9746905 5.9959503 8.1766663 2.5938557 9.5186646 6.9664062 13.0310840 10.1990670 8.5890136 10.4021268 10.6098645 9.5760308 7.6257008 11.0026974 8.9750862 8.4085488 10.0491793 0.7865127 4.2783491 7.3256562 4.0718999 6.9413153 3.8739608 10.4808551 5.7977238 10.5237868 5.8368911 1.3714473 1.1084241 11.0353143 10.4303533 11.8664819 11.4388940 12.1900419 8.7406935 8.5925150 6.7140380 11.3742747 10.8144032 9.8171643 10.5033166 -0.2135709 -1.2135709 -1.2135709 9.8247303 8.5727669 9.3648698 6.8950214 12.9098103 14.3958202 10.5509541 7.2548765 10.3854801 -0.2135709 -1.2135709 NA 1.1084241 14.5248798 7.5612841 9.5662166 11.3651057 0.7865127 8.3733372 8.8084764 10.5894174 8.1702015 10.6782808 9.6888724 9.6721935 9.4973036 9.3314616 11.3178786 10.9234883 9.9626703 10.3961376 8.2642554 10.0353557 8.1218873 11.0435903 5.7774513 8.7943233 10.2111884 0.0080935 0.0000000 0.0300290 0.0053190 -0.0048461 0.0144700 -0.0139530 -0.0329960 -0.1160000 -0.0033073 -0.0033073 -0.0212800 0.0000000 0.0000000 -0.8055100 -0.8055100 -0.8055100 -0.8055100 0.0218840 0.0186630 -0.8031000 -0.8657400 0.0066653 0.0066653 -0.0181900 0.0042862 0.0125160 -0.0026322 -0.0197260 -0.0380340 -0.1160000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 -0.803 -0.803 0.000 0.000 -0.780 0.000 0.000 0.000 -0.116 -0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 -0.803 -0.803 0.000 0.000 -0.780 0.000 0.000 0.000 -0.116 -0.116 10.5438872 7.0579603 9.7872014 7.5163556 NA 9.4921296 11.8356650 10.3630004 9.1196526 11.6287061 9.7406935 0.7865127 6.2043501 9.8274718 3.7865023 8.3295291 10.1615367 6.6752401 1.7865127 7.3676978 4.9763224 1.1084241 8.6366841 7.7977244 10.9235460 10.9561091 10.5798689 6.8579599 0.7865127 1.9564284 1.7865127 10.4053415 7.5776599 9.0129094 NA 6.5212062 10.1836370 10.4994540 8.4447085 11.1506318 9.1396439 7.1528192 10.6683759 3.6933866 9.6911318 9.6050794 6.9514036 6.9564226 9.4240277 7.2903230 12.7246984 10.3382054 9.8424574 13.0382015 13.2081676 7.2211250 8.3295291 9.9701325 7.9463683 9.7363240 6.1084262 13.5085576 8.9488884 10.5084508 4.4012072 3.9157790 10.2195610 7.6963903 12.7408753 10.6351202 12.1176941 9.7209252 7.6903787 10.8088650 11.4747475 8.3159275 16.6614965 11.1579907 11.3198269 13.1055342 10.6102625 0.7865127 11.6178044 10.4686140 10.7153857 8.1263472 8.5579867 10.0678477 12.2821024 9.1517259 11.0547467 1.9564284 6.1352250 7.0438847 10.6241251 12.5023520 7.5480482 -0.2135709 NA 10.1852409 12.3882680 11.1448297 7.4194925 10.8901129 11.775892 12.398559 10.956109 10.816819 10.165334 6.254103 10.468614 5.386411 9.110678 6.574400 9.596265 5.926049 7.094837 12.145953 9.075363 11.551783 10.366756 1.786513 12.987626 6.730125 5.995950 8.822629 9.873297 10.049179 2.371447 9.311039 10.465097 8.801912 10.450944 6.062623 10.633555 10.258172 -1.213571 12.358250 10.840762 10.478677 1.956428 10.600679 9.968892 1.786513 9.925409 9.035611 8.522899 6.534690 9.131902 9.451806 5.606676 9.091419 3.310064 10.620968 10.370520 10.251553 13.031084 10.456268 11.014414 10.049179 11.137712 7.619387 5.863312 10.084560 10.200125 NA 1.956428 3.593856 10.237708 13.144757 9.265267 1.108424 8.373337 7.918354 10.457596 TCGA-BP-4329 75 1 845 NA kidney stage iii t3a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.71735881 5.89796885 10.80010134 7.67186018 11.01908597 10.86246952 7.50648532 7.73054554 2.64558639 11.35192470 10.09582199 10.85101494 7.68740088 -1.44183035 10.91358216 -0.06340917 9.11500748 7.65351509 0.88001936 10.18793015 8.82373312 7.93098328 9.73629757 -1.44183035 6.61881421 8.56374273 2.80605591 10.30505236 10.45482897 9.58533308 5.95043575 11.04657843 14.29354199 10.96777434 9.06987077 10.88903503 16.64941927 9.30463242 8.53825762 9.79113863 4.62420620 8.67835612 7.75779067 10.50648541 7.12797369 11.66238933 3.04418426 7.31634128 7.76268965 10.73709419 9.56514550 2.25854907 9.37430182 8.06591261 11.55723737 7.64292679 15.09617978 9.87722569 11.62058096 7.67446206 11.68546773 NA 4.01754783 12.53781133 11.45236754 7.78211955 3.51231539 7.44076122 10.25421632 8.11462418 10.29578810 8.75901665 8.37189946 8.33783773 9.41920515 0.14313216 10.41998050 8.66271679 8.97280349 10.61102581 9.23142737 8.14308061 11.95508013 9.24374309 11.53950708 3.98437972 1.88005856 10.54360443 8.92334710 8.07184578 9.20916992 -0.44183035 5.27236291 3.68739668 14.69680997 4.08168049 10.59875041 12.44914238 8.85503446 8.53109796 9.82958115 3.55812066 6.18747481 11.68901045 10.87355085 9.27665113 12.22485483 9.98543098 7.95899749 9.25508571 10.83220513 6.16544771 3.36546859 7.00106134 8.54111172 0.88001936 -1.44183035 9.11749532 12.30389753 9.19564878 9.02266381 9.55811817 2.01756564 9.90407776 8.09921471 9.92687014 10.15896028 7.45898481 9.89518248 6.66664299 5.08168049 9.94182246 9.38307697 11.40615424 10.84842506 12.63918546 9.49191201 12.18667765 9.42462443 10.59360466 9.33208154 7.47995887 -1.44183035 8.55670875 11.09485110 12.55229923 8.99786594 9.77304440 11.79143825 7.47698107 10.50538980 11.73288787 11.22921694 5.83424349 9.84813701 7.72209506 5.70786433 6.70277665 2.72805111 9.48737661 6.94182231 13.75671670 9.62151327 9.41765297 11.08241500 9.89239148 9.81019227 7.40360858 11.03231082 9.21096326 7.96113015 9.89015466 1.88005856 4.25855661 7.77728688 2.64558639 3.98437972 3.76757006 10.64756869 7.42230449 11.03534774 7.53657128 2.36546859 NA 9.97227492 10.25985787 11.25703986 11.13105522 10.76452207 8.78453048 8.41454360 5.52528589 11.29028564 11.91429502 10.25029771 11.07159905 -0.44183035 NA -0.44183035 10.24942555 8.88342379 9.27665113 NA 14.21744518 14.93071122 11.90864304 8.87140937 9.92880555 -0.44183035 2.01756564 NA NA 15.65885238 8.27579441 8.91457020 11.80069687 NA 7.48885559 8.96033099 10.88314248 5.64558062 10.86360996 9.19564878 9.79712001 8.48441409 9.51449433 11.25942462 11.19881500 9.28773892 11.25942462 8.02572372 9.64889231 8.67705927 10.36748443 3.72804022 6.92579534 9.99274648 0.51228000 -0.00060891 0.52258000 0.01544700 0.05281000 -0.00249380 -0.01670400 0.00013863 -0.04233900 0.01098200 0.00832780 -0.54613000 -0.00060891 -0.00060891 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.00553750 0.00000000 -0.00013862 -0.00249380 0.00291330 0.00291330 -0.54345000 0.00444110 0.00027728 0.00083195 0.00541390 -0.01064600 -0.02520900 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9466737 6.4161000 10.2181141 7.0568078 1.7280511 8.4160991 9.4710076 10.2854686 9.7983132 11.6598493 10.3937739 0.1431322 6.7330438 9.1992667 3.2019788 7.0338513 9.6841774 6.6666430 -1.4418303 6.7179889 5.1580300 1.7280511 9.3751018 5.5468019 10.9068878 10.6292453 11.3194055 7.8225606 1.1430668 NA 0.1431322 10.1728280 7.5006324 8.9429018 -0.4418303 6.1203602 10.1393188 11.1510424 7.7104028 10.5598782 9.4384669 4.5804832 10.1131866 3.8060456 9.8834236 9.3320815 6.3525343 7.0933933 10.8380189 7.3394777 13.2137048 10.7352262 10.5375434 13.1674701 13.6480056 7.3196694 8.9536523 9.3188381 9.0924210 9.3710977 7.3263027 13.6479411 9.7072302 9.8036709 5.7675727 3.3654686 10.8641799 8.9090575 13.7005045 9.2953656 11.5395071 9.2091699 7.6561502 10.8968546 12.4362649 8.8550345 16.1423981 12.2248548 11.6563148 14.2518229 10.3914036 1.1430668 10.7690938 9.9552580 10.2881637 9.3830770 7.7893393 10.1983631 12.8508712 10.3320815 11.7951772 2.4650080 4.2305412 6.9156703 11.7283563 12.3769000 7.2019739 0.5580717 NA 11.6720231 13.2549771 11.2526350 7.3878407 11.1861080 11.8017385 12.7274169 10.6292453 10.5318156 9.9455970 6.5006332 10.8295812 5.5468019 8.6574660 6.8435204 10.0236846 5.8979689 8.1929294 12.9944361 8.7116701 11.6208389 10.2719343 0.8800194 13.8473806 5.0834049 5.2163307 10.2308618 9.3614420 10.4623765 5.2305450 9.0865723 10.7715262 9.0026775 10.9565947 6.0338524 11.9001928 11.4224978 2.4650080 12.9191024 10.5707427 10.9170440 0.8800194 10.8368580 9.2323104 3.6025163 10.3067303 10.8636100 9.6228610 8.8249047 9.5581182 8.7826867 3.6025163 9.0297935 3.2585641 11.0948511 10.6535152 11.3502984 13.7567167 10.6379363 11.3580069 9.8901547 10.4449579 7.5353983 6.0738181 9.6038778 9.3886334 -1.4418303 4.7869361 NA 10.6951093 11.8709005 9.0885246 5.6976682 7.4888556 8.5079448 9.5064855 TCGA-BP-4330 60 0 NA 1888 kidney stage iii t3a n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA black or african american hispanic or latino NA NA 2 NA 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.77217933 9.26069565 7.64035124 8.18434477 11.82470036 6.15903373 NA 8.80237904 9.16142543 10.18982283 9.80544095 4.66078033 2.24573903 8.93504450 9.71117567 11.86437549 9.57725943 6.26366732 7.44476313 10.29013937 10.18041904 5.94618577 12.43647537 5.29305039 10.58054001 10.51689705 7.93317957 8.32042195 2.98271071 11.77426452 10.44050212 10.58559533 8.25024677 0.66074611 10.78985451 2.54282759 8.86856825 7.98271071 NA 9.99080330 10.02666770 8.78386946 9.26890453 1.14619901 6.76511965 9.18904149 0.92379573 11.48016357 11.23896678 10.97909961 4.12021092 13.64484872 9.41232680 10.79109596 8.15082315 9.84565815 15.67236822 9.37158914 8.25771783 10.30138930 5.55802267 9.90252767 7.29013960 11.08641830 6.27549320 12.28484711 2.15237815 9.31763669 10.09039881 10.87437311 8.94155356 1.50878358 9.83820237 8.24574521 12.12573688 7.53607156 15.89446814 9.56947571 10.83185698 7.70079827 11.72687199 -0.66109073 3.58677675 12.33841436 11.97479948 8.05824343 6.83870096 7.77764656 9.29305108 6.55802267 11.49951402 10.10786595 9.50564545 9.17490497 9.02097133 -0.66109073 10.06422096 8.33603429 9.62483474 10.49556986 9.37296581 8.09374238 11.76537628 9.83820237 12.45113127 4.44738083 1.66079174 10.21383608 9.12194296 8.88960161 10.09624472 NA 7.17490472 3.83071167 13.66791520 10.34202121 10.97048651 11.45795794 10.29849451 7.93131194 9.20226662 4.36122093 7.46555906 10.15903360 11.31362776 9.44868542 11.23887049 10.87655846 8.55074294 8.35983476 10.66809040 6.45259708 1.66079174 1.66079174 7.44999049 1.33885224 -0.07612823 9.57725943 12.92487347 9.33744507 10.57456978 9.94016117 4.17224747 10.80442106 7.87412992 9.59183348 9.08956171 8.01657432 9.09791071 9.12757293 5.81458887 9.56044175 9.36537803 11.55484264 10.42863623 13.26968440 8.56266334 11.19391783 9.08200610 10.71389416 10.10903950 10.09248932 -0.66109073 8.80442114 11.04750751 10.08078502 8.27941790 9.65965524 11.46733242 8.94248108 10.18081211 11.15923314 10.82443247 6.05995440 9.25771783 7.61192777 5.78179770 6.30463881 0.92379573 8.87023617 7.88960131 12.84094059 9.89631833 8.39549258 10.86584290 10.29341451 9.46038811 7.23670021 10.91170649 8.85553972 7.41031736 10.49904122 2.03927880 4.29305407 6.44737918 4.24574664 7.49113959 3.69640563 10.73920046 7.15583827 9.92520667 6.28587749 -0.66109073 0.92379573 10.76197060 10.54830801 11.74705175 11.40309220 11.72525611 7.92381712 10.07390296 6.16927564 11.28081930 11.58767177 9.87558764 11.80875085 -0.66109073 0.33890927 -0.66109073 10.21537161 8.21690539 9.87995138 6.12675815 12.98956989 14.26422368 11.27162310 7.81412227 9.98361229 -0.07612823 1.66079174 NA -0.07612823 14.57258670 9.03582210 9.49113959 12.07673578 -0.07612823 9.09707796 9.05836331 10.74160029 7.94062545 10.89583964 8.88285302 10.01437078 8.84664939 9.10786595 11.32220460 11.04836937 10.07863532 11.12736915 8.36676064 10.08116411 7.84466623 10.89512120 6.19615062 8.39528906 9.47584588 0.00194180 0.00000000 0.00235810 0.50776000 -0.01202400 -0.00636680 -0.01243800 0.01251600 0.00110930 0.00763920 0.00763920 -0.02329200 0.00000000 0.00000000 -0.53327000 -0.53327000 0.00235810 0.00235810 -0.00802440 -0.01198200 -0.00811920 -0.00581400 -0.02449000 0.00750000 -0.01243800 -0.00076320 -0.00235530 -0.00013862 0.00722170 0.01502800 0.00110930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1815979 6.9498792 9.7817982 6.9616754 -0.6610907 8.9609064 5.9387680 9.9955254 10.1397546 11.2798307 10.3118345 0.3389093 5.9162832 9.2260752 5.0898625 7.0599544 10.9018125 9.1275729 0.9237957 6.7817977 5.1070392 0.6607461 8.8196449 8.6392072 11.2691467 11.2313975 10.4230220 8.2382117 0.9237957 -1.6610907 1.6607917 9.8426805 7.9181703 9.3961696 0.3389093 8.3626088 10.1937231 10.8441700 7.7859376 10.5580232 9.1717448 6.2092194 11.2222617 5.2577197 9.7603936 9.8934435 6.0803208 7.7182328 9.9143940 7.4076332 12.9921476 9.7849041 10.2614391 13.2864003 13.3053971 8.2107600 9.0769470 10.0068533 7.4860595 9.2184380 7.5628560 13.0720819 8.6460553 9.9238171 5.0112809 3.6607803 9.9768380 9.5311475 12.9003813 10.6041767 12.4511313 9.8673089 8.3514790 10.4607120 9.9988506 10.2984945 16.1064572 11.2388705 12.0065207 13.8948517 11.1066254 1.9238338 11.3767448 11.1189843 11.1012367 9.3653780 7.9350442 9.8377039 12.7837402 11.8964381 11.5808363 3.5483133 6.1070392 6.4473792 10.8946421 12.8733400 6.5237297 NA -0.6610907 10.6149791 12.6074698 11.7887578 7.3500817 11.0203127 11.5815822 12.8970960 11.2313975 11.4470524 10.2045880 8.5187637 10.6053485 6.8663319 8.2606956 7.5286791 10.3042783 5.9461858 7.9010974 12.7225198 8.7354596 12.0121638 10.8284518 1.7982994 13.9179349 7.8363471 7.0462138 9.3006081 9.6848144 10.3563591 6.7776459 9.5658688 10.3293132 8.7482455 10.2886814 6.9899065 12.9784780 10.6700516 0.6607461 12.0375593 10.2948678 10.6149791 1.9238338 11.8219147 10.4645910 4.5286776 10.3511301 5.0112809 9.3458820 7.9369070 9.9401612 9.5430102 9.2562269 8.9020510 5.1462112 11.0475075 10.5625548 10.7300982 12.8409406 10.2658918 10.7846456 10.4990412 10.5072134 7.3722774 6.7311724 9.7106313 9.9317788 3.9238147 6.5286791 3.5483133 10.8105299 12.1015097 9.9129751 5.0803208 9.0970780 7.7880031 10.1421786 TCGA-BP-4331 52 1 2454 NA kidney stage i t1a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 4 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 4.855218e-07 2.12765957446809 25.531914893617 10.6382978723404 40.4255319148936 21.2765957446809 8.5930090 10.9735010 10.2878008 6.9340458 9.8168728 8.0436704 5.4536723 7.2925609 8.9662263 NA 1.5880370 5.5605866 7.1886185 10.0665280 8.4934732 10.6780451 12.1703180 7.2509028 10.5912905 10.8768838 12.0137245 13.7491375 10.4359081 10.8960359 8.5734116 7.5298155 7.0486885 11.0708508 6.8055543 NA 8.7774556 9.7644599 10.5381649 10.3140865 3.7200705 1.8787646 8.2853227 9.5763103 11.3647605 9.2399763 5.7031921 9.0636388 10.1365441 10.3752845 6.3217063 11.4498841 6.7491279 9.8997435 10.3990547 8.5262218 8.6524521 3.2480034 11.8619947 10.5722505 10.3504387 7.6946803 0.8787646 10.3176177 1.9909186 8.7617121 8.2810648 NA 10.1825442 9.9163105 8.6258374 9.7310018 0.8787646 7.1641658 9.5322057 3.4230806 10.8827498 10.9615778 8.8242075 5.0217196 10.7095216 12.3410954 10.8574739 8.5056893 9.1687824 16.0505463 9.4269432 8.6055492 9.7486144 5.4536723 9.8290764 7.1266911 10.2326455 6.5226192 12.3369138 2.5895238 9.3421040 9.2732261 10.8669748 8.9644573 1.9942539 9.8946432 8.2156417 11.9227022 7.8955716 15.5309111 9.3217069 10.2609264 8.1595343 11.4538300 -1.7060410 4.6157282 13.3319913 12.1593410 8.9367551 5.4230840 7.3571957 8.7408844 7.3652630 11.1095845 8.7232077 8.7221613 8.9484370 8.9176824 NA 10.0272400 8.3422881 9.9098904 10.0297800 8.9662263 8.0114772 11.6077766 9.5722504 12.3953664 0.6156988 3.4230806 9.9894643 9.4524107 9.1878608 10.0127620 7.4101452 5.7856552 2.4637271 13.4954272 8.8731171 10.7748435 12.5245720 9.4416420 9.2044437 9.4928598 4.4836288 6.7976265 10.1310347 10.6342075 10.1447691 11.0895444 10.0669402 8.7158659 8.9537969 10.7682675 5.4230840 2.1011458 4.2710820 7.9573592 -0.7062764 -0.1212354 9.4799152 13.1507128 9.0930826 11.2879776 9.2916862 5.0580090 10.5763103 7.9322372 8.8785476 8.8881256 6.9011312 8.5952970 6.5838199 6.0711556 9.7542569 8.7916529 11.2421683 11.5700709 12.6831635 8.9299635 11.5325043 9.1772080 10.6863868 9.1595343 11.3393901 1.4637271 7.7179670 10.9961901 7.7841905 8.7157712 9.5930090 11.1724268 9.1710852 9.9890293 11.4473530 11.1739585 4.3812626 9.3852365 8.3764957 5.6946796 7.1946682 NA 8.4384592 7.2066901 12.3618235 10.1733843 8.5069054 11.0212961 10.5482391 8.8055536 7.2595851 10.8520041 8.9213349 7.8035758 9.9728413 2.3812557 3.6861195 7.3706168 1.8787646 6.4435486 3.7200705 11.0131898 5.4536723 9.4062405 5.9503681 NA 0.2938413 11.2008794 10.2689325 11.1893763 11.1109845 11.9055175 9.1741497 9.2267539 6.2154631 11.5705070 10.7700409 9.6882638 10.8390068 1.4637271 -1.7060410 -0.7062764 10.0200192 8.9942408 9.4410060 7.3161684 13.9800827 14.1271606 10.8848558 7.2152253 10.1502266 -0.7062764 1.7532194 1.9942539 5.9011324 14.0419152 8.5044722 9.8353817 11.4934734 NA 8.6731794 9.1281771 10.6775053 7.8955716 10.9829254 9.9671101 9.4755744 9.2588637 8.9176824 11.4716877 11.0534812 9.5075128 10.9011313 7.6202308 9.9465116 7.5998630 10.7134979 5.0368857 8.3295623 10.2454500 0.1845000 0.0022186 0.0107030 0.5652300 -0.0100940 -0.0037395 -0.0172540 0.0068044 -0.0247980 -0.0620190 -0.0620190 0.1845000 0.0022186 0.0063871 -0.6073200 -0.5716000 -0.5723900 -0.5723900 0.0083351 -0.0022498 -0.5811700 -0.0056365 0.5551400 0.5551400 -0.0116110 -0.0029091 0.0026357 -0.5512600 0.0055529 -0.0152920 -0.0283550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 10.3001270 6.5417286 9.7184921 7.0104833 NA 9.2739406 8.1810215 10.0399541 9.7221612 11.4386918 10.3921621 0.6156988 6.4786758 9.4879423 4.9231587 7.8310196 10.7013344 6.5838199 0.2938413 7.1298517 5.7200650 0.2938413 8.9231575 6.9484373 11.4397506 10.6780451 10.6887621 7.2796431 -0.1212354 1.6157459 4.3161675 9.7791272 7.7074288 9.5947254 NA 7.3272239 9.9448527 10.6021400 8.2021939 10.2831956 8.2796431 6.6112137 10.5579503 5.8483901 10.1660911 9.5930090 6.5178032 6.2938008 10.0440893 7.5768894 12.9356270 10.2624678 9.8683945 13.5512625 12.7644599 7.6818182 9.3659335 9.6123438 7.5345924 9.6595766 5.7116546 12.8515639 9.0225720 9.2059418 4.9520120 2.4637271 9.9706396 8.3931489 13.1799739 10.0817035 12.3953664 9.4511480 8.0718779 9.8237196 11.2588638 9.4416420 15.7716304 11.0895444 11.4489355 13.2486789 10.9598030 -0.7062764 11.5084237 10.4413239 10.3639220 8.7916529 8.0369522 10.2552507 12.5799978 10.9149371 11.2276760 5.9591372 7.0520246 5.2126627 11.4464027 12.5451355 7.0080465 -1.7060410 NA 10.2739406 12.7917776 11.2463494 7.5417286 10.5930091 11.3934776 12.4498841 10.6780451 10.8768838 10.4359081 7.1548880 11.5135746 6.8483901 8.8560436 6.7116532 10.1227308 6.3217063 4.5032533 12.4408159 8.8569972 11.2478155 10.1083834 1.8787646 13.2381013 7.5221389 6.5884223 8.2944066 10.1576001 9.8124541 7.5792035 9.3531455 9.4561924 7.3327196 10.8953397 7.3327196 12.0564945 10.1517820 0.8787646 11.3684443 10.7677604 10.0407352 1.6157459 10.5473530 9.7583468 3.5792043 10.5202132 5.3050293 9.1901333 6.0486896 9.2916862 9.8305242 4.0217196 8.9121864 4.6513502 10.9961901 10.4094950 10.9283852 12.3618235 10.2289661 10.6297496 9.9728413 11.1737671 7.6179816 6.6644885 9.9025179 9.9039031 1.8787646 3.4374408 2.6861195 10.1772080 12.4942483 8.9195099 1.7532194 8.6731794 7.9340458 10.0524406 TCGA-BP-4332 36 0 NA 1133 kidney stage iii t3a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 6 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.86416834 10.93652075 7.07390055 6.58847329 9.62612625 7.34418315 5.78527328 6.00888349 9.16880472 NA -0.02796912 5.50861880 5.89702255 10.36660133 7.81403316 10.79342091 11.70405757 6.37988777 9.34089291 10.69216493 11.92571813 14.30396815 10.30039203 11.64725635 9.14636451 8.81745794 7.09748755 11.36153673 6.82820124 -1.43401296 9.23587661 9.32516174 10.10477983 10.73509124 2.81403765 1.56608449 8.47749763 9.49610378 10.22610170 9.35155832 6.00073469 7.71839040 9.74850014 10.67854530 6.22431816 10.51447303 7.79010735 10.29530162 10.73696976 8.20454180 8.72092380 3.15106323 9.81046961 9.91261948 10.17528456 8.12643862 -1.43401296 10.53763144 -0.43381807 9.32880349 7.96271038 0.15107947 10.04941772 9.25872125 9.00281727 9.57596934 1.37345333 6.58291422 8.77921014 1.15107947 11.13762148 10.85439515 10.55727328 5.08966763 13.98075274 14.07442675 10.46432928 8.65091423 10.14306249 15.83356005 9.45940744 8.71458245 9.92695284 4.58847479 10.00281741 8.24910018 11.51154967 7.86531385 11.96791865 2.52957111 8.40652179 9.86474129 11.28934009 9.23232978 3.85150920 9.34418293 9.39185964 11.88026416 7.49388346 13.94248120 9.54195384 10.30751801 8.13975291 10.58951370 NA 3.85150920 11.90289131 11.58639134 8.70821276 4.86988621 7.86760184 9.62477408 7.61322959 10.63320405 9.05394597 9.28206792 8.74974107 9.87159757 -1.43401296 10.16694788 8.34418315 9.55479047 10.69956916 9.80271797 8.63084845 11.02894032 9.42641677 12.60382435 2.81403765 1.37345333 9.87955568 9.05604399 8.72092380 9.76822966 NA 5.54338452 4.61049928 14.08469751 10.59918462 10.96083645 11.02091919 8.83990134 8.88916047 9.16787672 3.95842511 7.15856324 10.74570398 10.81403332 9.74103142 11.31492759 10.33718256 9.08081993 9.51301199 10.59159144 6.16601843 2.26654670 5.73603115 8.24910018 3.08966763 -1.43401296 9.45864858 12.79755202 9.76270792 11.21041279 9.71902442 2.88803207 10.78285164 7.91483417 9.46730455 11.69474463 7.18449156 9.98079107 9.55408037 6.65356883 9.98764475 8.95627479 11.68569544 11.51410796 13.19512085 8.90484232 11.03854284 9.21446338 10.44530615 9.88497057 10.42408680 -1.43401296 9.20000918 11.13025528 10.67928796 8.17277001 9.49462421 11.39602673 8.82349367 10.36579215 11.52610775 10.97071520 6.61049928 9.97496632 8.48208956 5.78527328 7.31093991 NA 9.20091675 7.14353424 13.45156388 9.39106461 8.84223027 11.29530168 9.99760347 10.02246020 7.87671830 10.64895674 8.79131334 7.89478079 10.15716059 2.26654670 5.10526321 8.40057678 6.10503268 6.43647003 4.58847479 10.70021124 6.34089335 10.35074066 5.65356739 NA 0.56608449 10.79101194 10.59297506 11.31806824 11.18334365 11.65423149 8.40215638 9.83836817 5.99111137 10.90845830 11.46414030 10.43145247 11.05218661 -0.43381807 -0.43381807 -0.43381807 9.76270792 8.91372717 9.91870107 3.37346725 12.40786671 14.06214816 11.71934116 8.36857368 10.45598995 NA -0.43381807 NA 0.56608449 14.38556145 8.00073412 10.03320190 11.94602563 -1.43401296 8.62138817 8.91065682 11.68066153 8.19728305 10.23587673 9.39503559 9.74663658 8.67201440 9.28549470 11.00411791 10.66873769 9.69410015 10.64425666 8.03574761 9.89357427 8.03778084 11.22766125 5.20302100 8.13799117 10.47374765 0.00069327 0.00206660 0.00180300 -0.00207840 0.66640000 -0.01477800 -0.01739100 0.00666530 0.01628200 0.01474900 0.00069327 0.00069327 0.00206660 -0.74539000 -0.73301000 -0.73301000 -0.73301000 -0.73512000 -0.01422800 -0.78252000 -0.01039000 -0.01546600 0.00000000 0.00000000 -0.01739100 -0.00539920 0.66660000 -0.01505400 -0.00705760 0.00833510 0.02384700 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.667 0.000 0.000 0.000 0.000 0.000 0.000 10.3572687 5.9669841 10.3003920 7.0627596 0.8880711 8.9818475 7.0539454 10.0664249 10.1354868 11.2672368 10.0529409 1.5660845 5.8880345 9.2323298 3.9923696 7.3926540 10.6713596 9.5540804 -1.4340130 6.3474655 4.2099602 0.1510795 9.0499215 8.2786330 11.3082552 10.7934209 10.6206050 7.5405202 1.1510795 NA -0.4338181 9.7583986 7.9881706 9.1454217 1.1510795 5.5661058 10.0002127 10.6084492 7.7158529 10.1444785 9.0337112 7.2027302 10.7617856 4.1510714 9.7596312 9.3718496 6.4548487 6.5940125 10.1945514 7.6402471 12.7803490 10.7749498 10.5661058 13.2855481 13.3185910 7.1844916 8.6105000 10.0413327 6.8187713 9.4872029 7.2734646 13.7291265 9.3678142 9.8445553 5.7755589 1.5660845 10.1803555 7.9148342 12.8912707 10.3247455 12.6038244 9.8715976 7.5801266 10.8624485 11.0227169 8.8399013 15.3383559 11.3149276 11.8818215 13.7279463 10.8592900 -0.4338181 10.1886153 9.7559304 10.0743959 8.9562748 8.2803514 10.0644565 12.7093296 9.8462966 11.6031379 4.4487490 5.6953898 7.7485001 10.8618747 12.7376736 7.3989959 -1.4340130 -1.4340130 9.7328966 12.6556391 11.2478977 7.6641379 11.3720512 11.7332103 12.8651707 10.7934209 10.6921649 10.3003920 6.8187713 9.4654627 6.3734603 9.0377811 6.4548487 10.0059366 6.2243182 7.0377808 13.0169607 8.7657780 11.5244773 10.8366932 3.0255427 13.5618288 5.6647701 6.1052653 8.8711759 9.8687448 10.0748910 3.0255427 8.7509813 10.4968432 8.7427901 12.0431051 6.9059561 11.0255374 11.1006519 -0.4338181 12.2482226 10.2530440 10.3661968 1.8880321 12.2494294 10.5766339 3.8880321 10.1168526 5.3474672 8.6759366 8.3540082 9.7190244 9.1832059 3.9236531 8.5815207 6.0579592 11.1302553 10.5814337 11.2587213 13.4515639 10.4271928 11.0607114 10.1571606 10.9957741 7.8305482 5.8328925 9.5311685 10.0529409 2.4730076 6.2836459 7.6050246 9.8110643 11.3318477 9.1798952 2.3734533 8.6213882 8.2225307 9.7030969 TCGA-BP-4334 56 1 645 NA kidney stage iii t3a n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 3 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.8203539 9.9116690 3.0978804 8.0567304 10.3420138 5.2353901 0.7759355 9.4602349 7.5638621 NA 1.3070204 4.4764011 9.7674815 8.9731764 7.6151632 9.9078166 10.4580765 2.7759566 6.3906694 8.3228543 12.5298032 14.4156368 10.9483872 10.3382021 10.4062268 6.6586028 7.5703756 6.7532395 1.3609261 NA 5.7066963 7.9458845 9.9483872 11.2896873 2.7759566 -0.2239803 9.5207935 9.9370916 9.4359556 8.1422817 5.4198153 3.0978804 8.4970590 11.2703153 4.1682810 9.1068767 2.5833265 9.6245827 9.3590425 9.8766221 9.4919216 2.3609261 10.0227003 10.1455571 9.3267065 7.9558690 -0.2239803 11.6582015 NA 10.2486506 8.6370465 NA 10.8292068 8.0705804 7.2516935 9.4395178 -0.2239803 6.0047778 10.0967602 1.7759776 10.8038657 10.8210367 1.3609261 2.0978804 8.1364995 10.1001402 9.5800908 9.4034936 8.9358310 13.0804537 10.0682813 7.6828507 8.5540370 5.0613615 8.2916597 8.8093826 9.5140520 4.6828486 6.7646447 2.5833265 7.9257574 4.0238852 9.4936361 8.8121333 2.5833265 10.3980116 8.4053164 9.9902789 6.0047778 15.3710592 4.2353901 9.7276962 7.4483848 13.0823063 -0.2239803 3.0978804 10.3599826 12.0029739 9.9682525 3.4763946 8.1553379 8.7759598 8.2312870 10.6828503 7.9206178 8.6025081 10.1246879 8.3609221 2.9458886 10.7731392 9.8298855 11.0526657 11.2718147 8.7272445 8.1113501 11.9793261 10.4807280 12.7801802 6.9358310 NA 9.7745502 7.7815840 8.3684170 9.6933319 NA 7.7703130 7.4341712 13.2212333 4.0238852 11.3009910 3.3609261 6.2837551 11.8571103 11.2058894 3.0978804 7.2353910 6.8739916 10.0613620 10.7660637 11.0011490 10.2637998 8.6183102 6.9657843 11.1537125 2.7759566 0.7759355 2.0978804 9.6992872 3.3609261 -0.2239803 10.3980116 10.5945419 10.6881006 2.3609261 8.6888489 NA 10.3888282 7.7983273 9.9649070 7.0047789 2.9458886 8.9975467 9.4850436 2.9458886 10.2486506 7.4125842 9.4589543 10.7482215 10.4536794 10.5134353 14.1235119 9.2617891 9.5573195 11.9799194 2.3609261 4.4764011 9.0774559 10.1280031 12.1195258 7.0918342 9.3112352 8.5375108 1.7759776 11.3362925 11.4080462 11.8815409 2.9458886 10.6813467 8.7282059 1.3609261 5.7759592 -0.2239803 8.9155110 4.5833145 11.6428523 10.3170563 8.3420138 8.5140520 9.5800908 9.7417440 3.8634231 11.6148721 10.3218895 7.9999617 9.6858527 0.7759355 5.4198153 7.7066970 NA 2.0978804 5.8844831 10.8447380 1.7759776 7.7301563 9.4957421 NA 0.7759355 11.0227004 10.7913748 11.5589579 11.0520842 12.0259620 8.4483852 5.7532408 4.7996572 8.7417440 10.5540369 9.4571982 7.9257069 4.0978889 NA 0.7759355 10.7899802 9.6768266 9.5224740 NA 10.7885843 14.1418720 9.4162047 10.2529691 9.3209242 NA NA NA NA 13.6191938 6.3758718 8.5408313 9.8554446 5.4763979 8.0047783 8.4936361 11.3832901 5.9657843 10.1302091 11.0745951 9.3646744 9.5038802 9.6354945 11.8169343 10.8366556 9.6230171 11.0321684 7.4270111 8.7388556 5.4483856 10.6017136 2.3609261 10.0670038 11.4112244 -0.81422000 -0.78423000 0.02689800 0.02409000 0.00000000 0.00259930 -0.83092000 -0.80113000 -0.37158000 -0.79764000 -0.81422000 -0.83612000 -0.78423000 -0.78423000 0.03435800 -0.82491000 0.02689800 0.02689800 0.01876600 0.00815940 -0.81946000 0.00259930 0.00676790 0.00021618 -0.83092000 0.01541100 -0.81690000 0.02717900 -0.01057200 -0.05566900 -0.34392000 -0.831 -0.831 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 -0.801 -0.801 0.000 0.000 0.000 0.000 -0.814 -0.814 0.000 0.000 -0.827 0.000 -0.784 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 -0.831 -0.831 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 -0.801 -0.801 0.000 0.000 0.000 0.000 -0.814 -0.814 0.000 0.000 -0.827 0.000 -0.784 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 10.009579 8.038055 7.299521 8.150825 NA 10.700772 6.345815 6.663972 8.322854 11.715785 10.798328 NA 4.633943 11.392968 NA 9.981753 8.476400 9.485044 NA 7.267813 2.583327 NA 9.612010 7.315119 10.362799 9.907817 11.653443 7.999962 2.583327 NA 2.360926 10.672292 7.079741 9.644782 NA 4.775962 8.5736214 8.9483871 9.0659786 9.5961387 8.9508854 9.6692612 9.0865726 0.7759355 10.1213650 7.2597753 6.1509983 5.2678129 7.8527754 6.1158094 11.5784761 13.9981509 8.9558687 12.5051556 12.6196845 5.9458839 8.6025081 9.0544092 3.5833145 9.8554446 9.5945418 11.9592849 9.4677032 7.2758060 2.5833265 1.7759776 9.3267065 7.9358310 11.8815409 9.5490989 12.7801802 7.8581085 7.8792475 13.0665546 6.7184740 6.2837551 14.3822493 11.0011490 7.1938121 12.0607838 10.2456015 NA 10.6532439 8.8766219 9.5507468 7.4125842 6.4902059 9.9142316 11.9490122 6.6088492 10.8073164 5.6339397 8.0567304 8.0520844 10.8640854 11.0865725 3.8634231 1.3609261 NA 11.9045985 11.1618221 9.7470577 6.1853512 9.5961387 12.2904272 12.1268989 9.9078166 8.3228543 10.9483872 2.0978804 7.0520844 0.7759355 9.1444663 5.3305476 8.5703756 4.1682810 4.2995231 10.6001150 8.6616563 10.5375110 9.9180669 3.8634231 12.0831605 6.0622858 6.2516926 6.3715536 10.4288047 7.4483848 2.0978804 9.7815843 10.0717286 9.1379036 11.3189915 4.4198153 8.4162047 7.3609226 NA 10.5308473 11.9908859 10.7133336 0.7759355 11.1911733 8.4763995 4.8203526 7.6339405 2.0978804 7.3305485 7.9508854 8.6888489 10.4000972 -0.2239803 10.1509992 9.1379036 10.1280031 11.8723454 8.0520844 11.6428523 9.2537180 11.7018850 9.6858527 10.2896873 5.1682770 6.6586028 10.8024832 10.2906738 NA 9.2637997 NA 8.6555429 11.7416755 8.6828503 -0.2239803 8.0047783 7.0520844 10.6760718 TCGA-BP-4335 65 1 475 NA kidney stage iv t3a n0 m1 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0233911 10.7694910 8.5511165 7.2497354 10.0008402 8.5976589 0.6203987 7.6853915 9.1959182 0.6203987 1.9877574 6.5392426 7.4783603 10.4309507 9.3448928 10.6565527 11.8061837 5.7078423 9.3173466 11.1687193 12.4729085 14.0568043 10.0094726 11.5731203 8.4115419 7.6538024 6.9512964 12.0983902 7.4783603 NA 9.3363410 9.0839034 10.3491498 10.3216855 3.9423081 2.6203753 8.8730445 9.3482995 10.9535344 9.8114383 5.5030211 6.3068801 9.7131361 10.2506461 8.5060755 11.2072188 6.0466438 10.9652298 10.7990439 8.5242608 9.6985298 1.9423081 10.4540598 10.0971252 10.2989792 8.1202249 0.6203987 10.3682783 2.9423081 8.6756614 8.2533743 2.2053299 10.1291642 9.4325563 8.7262877 9.7574599 2.2053299 7.1902346 8.8395474 1.9423081 11.1512730 11.4425515 9.2785905 3.4277402 10.5468826 14.8703073 11.0961125 8.8371249 10.0094726 15.7086083 9.2910353 8.8895058 8.8941748 6.0126960 10.0073193 7.6316063 10.1921316 6.4017380 11.4445423 2.2053299 8.4631692 9.1634109 11.1286690 9.0591708 1.6203987 9.8953396 8.1162343 11.8999896 7.5392426 15.8996075 9.6905000 10.5329915 8.2387644 11.8343945 NA 4.9057793 13.3194092 11.6172056 8.8273932 3.6203753 7.8587836 9.3668933 7.4212789 11.6496662 9.3499997 8.7701260 8.7852860 9.1978079 4.2053378 9.9845137 8.3885633 9.4516863 10.8830612 9.4674364 8.1281738 11.3317190 9.5242608 12.1617177 4.3208168 2.4277402 9.9877938 8.8710800 8.8539988 9.5658230 1.9423081 7.5091226 3.3208168 14.2763569 7.5332682 11.5425917 13.1428380 7.8443806 9.5919227 9.9986739 4.4277335 7.0633228 9.2369278 10.7282500 9.2240053 11.4278346 10.3440400 8.7104913 8.8848216 10.9241598 5.7701260 2.6203753 4.5745738 8.4437463 2.6203753 1.6203987 10.4269287 12.5586722 9.8503994 11.1458999 9.2910353 3.0798048 11.0638406 8.3173466 10.6986699 9.7990439 6.8965032 9.4922842 9.3016174 5.6427478 9.8503994 8.4469274 11.2216856 11.0596905 12.3998932 9.3132211 11.9326948 9.0040834 10.4861123 10.2615276 10.4752475 NA 8.1826213 11.3694104 10.7563769 7.0389058 9.3138660 11.0792982 8.3482997 10.0767334 11.1172328 11.0591709 6.0466438 10.0664284 8.0155277 3.8683114 7.2857148 3.9423081 8.3885633 6.8200513 13.1023046 9.4953604 8.6756614 10.9423071 10.1759269 9.3414781 7.9468086 10.5613973 9.0445452 7.6647729 10.2396819 1.2053299 4.3208168 6.8298318 2.4277402 6.3482997 4.5272706 10.3593157 7.2053417 10.1706160 7.0246687 2.2053299 1.2053299 10.7210414 10.4532691 11.7085047 11.1375563 12.1318846 7.7025280 8.4968961 6.0618302 11.6941859 11.0487392 10.3835914 11.2741198 0.6203987 -0.3796951 2.2053299 9.8273934 9.4469276 10.0643585 5.6864669 12.9559090 14.6845323 10.9167218 8.3879678 9.8479950 1.2053299 0.6203987 -0.3796951 1.2053299 14.5114032 7.6203789 10.0223252 11.2029915 NA 8.7650374 8.7521073 11.1296592 8.8467913 9.9899764 9.4564294 9.5392422 9.1458998 9.2533743 10.9298554 10.1072141 9.7445004 11.0303003 8.1001593 9.8212776 7.7852857 10.7438538 4.7496630 9.3220494 10.7432070 0.0031910 0.0000000 0.0047190 0.6273300 0.3433900 -0.0442800 -0.0209790 0.0034687 0.0105640 0.0031910 0.0031910 0.0031910 0.0000000 0.0000000 -0.6675300 -0.6675300 0.0076392 0.0076392 -0.0226060 -0.0071958 -0.0210980 -0.0442800 -0.0272610 -0.0272610 -0.0201380 0.0019418 -0.0154660 -0.0368100 0.0280600 0.0090312 0.0105640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 10.0382315 7.3414779 10.5665542 7.7936066 1.6203987 8.9602290 10.7170942 10.1950388 10.5782066 11.5343530 9.6837742 1.6203987 6.3618455 9.4845651 4.2642362 8.2387644 10.9845137 9.3016174 1.6203987 7.9011499 4.8683065 1.2053299 8.8002881 7.8683065 11.2427512 10.6565527 11.2000014 8.4876580 1.2053299 0.6203987 2.4277402 9.8027734 8.2714308 9.1261905 0.6203987 7.5687466 10.069528 10.369410 8.527270 11.145410 8.440558 4.905779 10.491514 4.977930 9.130154 9.714457 6.515197 7.681075 10.048739 7.780250 12.591923 11.339768 9.884822 13.773535 13.163048 7.459582 8.942307 9.224005 7.128174 9.565823 7.653802 13.319626 9.257004 9.353394 5.977930 3.620375 9.851600 8.249735 14.188870 10.856991 12.161718 9.634400 7.631606 10.461943 12.187622 7.844381 15.203873 11.427835 10.873636 13.850249 10.529522 3.527271 11.137556 9.222150 10.578207 8.446927 8.395166 9.965784 12.590125 10.792807 11.194026 3.205346 6.046644 5.810204 10.893009 12.850399 6.829832 4.079813 NA 10.499196 12.639275 11.076795 7.707842 10.697862 11.3786023 12.5388696 10.6565527 11.1687193 10.0094726 7.6427471 10.7451466 5.6427478 9.4050138 6.9241593 9.9921556 8.5060755 8.0382315 12.4833437 8.8659318 11.3706673 10.7871698 2.4277402 13.4681215 5.9789872 6.5511161 9.5030068 10.0008402 10.1212209 5.4277335 8.1478562 10.2295578 8.5321603 12.0476919 5.7078423 11.7341212 11.0313603 0.6203987 12.3234174 10.7535212 10.5983744 3.2053456 11.3186496 9.8371249 4.5745738 9.7315147 7.0212587 7.9602290 8.0591708 9.2910353 9.4829854 9.5466750 9.2090936 4.9057793 11.3694104 10.6529827 10.8169811 13.1023046 10.3802672 10.8629577 10.2396819 10.9063592 7.1672736 6.5151968 9.7483733 9.5392422 1.2053299 4.4783571 1.9423081 11.1845285 12.7399411 8.8273932 5.2350875 8.7650374 8.3584714 10.2081566 TCGA-BP-4337 76 1 2 NA kidney stage iii t3b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 3 2 6 2 2 NA NA 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3740553 10.7997116 9.1456757 7.7468166 10.1012992 7.1146981 2.0038541 10.4020450 8.8837760 0.8339021 1.9549407 5.9528694 7.9709186 9.8632145 8.3788918 10.6965646 12.2718094 5.4777842 8.5904838 10.9906425 12.7386560 14.6511998 10.4691919 10.9596637 8.7135106 9.2810106 6.8451551 13.6714183 4.9213887 -1.1661789 10.0044534 10.2549401 10.3880364 10.4188899 5.2262465 2.5343605 8.8423560 9.7347941 10.6408796 9.8465519 5.9319596 9.8632145 9.6872369 10.6750985 6.6412816 10.2057039 8.6315889 10.1581079 10.9207270 7.8479481 9.2768709 3.0818509 10.6481092 10.4678307 10.2111378 7.8618332 0.8339021 10.3013902 0.5952172 9.5256707 8.5618477 1.4188916 10.5399916 9.3633579 9.2316018 9.8461049 -0.1660170 6.7468166 9.8133525 3.7408197 11.3297823 10.4504762 8.5533160 6.2933594 10.0779878 12.2576998 10.8601049 8.9210983 10.2601921 15.1389737 9.3456800 7.8783213 9.9741180 5.2768726 9.6169255 7.5888151 11.8666619 9.0384985 12.3840729 3.8818114 9.8243220 8.7587399 10.6066543 8.9874795 5.3257822 9.6120045 7.8946232 12.3299072 6.4338408 14.3919318 8.9760345 11.7279948 9.1434036 12.2328046 NA 7.0818551 13.0022077 11.2892545 8.6887958 3.9632059 8.2089669 8.2496691 9.9411445 11.3609155 8.5601456 9.4632840 7.4596365 9.0076045 3.9213887 9.5045836 8.6841143 9.7572548 10.6485098 9.4104117 8.7453194 11.1871762 9.7873962 11.7349828 5.6794182 2.2933705 10.6809846 8.6218299 9.3157268 9.7180979 -1.1661789 4.8112090 4.2933558 14.3419387 4.1914758 10.9127453 13.4715145 7.8810515 10.2491410 9.9187357 3.6919138 8.0818546 8.8687263 10.6747052 10.7822945 11.2167080 10.8827548 8.3456798 7.6021116 10.6802013 6.9372149 4.5063544 1.4188916 8.4449519 7.1007138 NA 9.5694833 12.6148771 9.2390688 10.7801025 9.3277828 4.0550308 10.4463351 8.0818546 10.0148186 7.5063528 6.8451551 9.8919190 7.9398360 6.5092493 9.7019782 8.5116471 11.1779458 11.1109241 11.8704444 9.5237768 12.4457590 9.3247782 9.0711373 10.5356670 13.8364347 1.4188916 8.2326708 11.1867984 8.1887936 9.0392931 10.3152223 10.7415691 4.7408197 9.8694137 11.3906728 10.9817682 6.3096601 10.2208675 8.8596898 5.7527914 7.7104442 1.4188916 9.2348067 6.3653093 12.6677069 9.9625661 9.3730861 10.9070647 10.5468841 9.4009328 5.3417225 11.5421836 9.4217049 7.5618477 9.9509209 2.9213982 4.4777809 6.4188899 5.4921384 7.7793714 2.2933705 10.1637236 6.3015328 9.9567553 6.8479481 -1.1661789 2.2933705 11.0259119 10.9213901 11.9053897 10.9693160 11.9303130 8.9593407 8.8847554 6.5038750 10.7928425 10.2165514 9.0372754 11.2528341 0.4188916 -1.1661789 -1.1661789 9.9982058 8.5686368 9.0421617 -0.1660170 13.0375047 13.3579792 10.8803692 8.6756646 10.1048066 4.6152868 1.4188916 NA -0.1660170 13.8164753 7.1146981 8.9489711 12.2207329 -1.1661789 7.8645947 8.5668749 10.6412823 7.6380586 10.1146981 10.4970407 9.5669426 9.0711373 9.1285481 11.3713884 10.6981135 9.6120045 11.0063548 7.6185624 9.2530658 7.8590670 10.9060599 4.3621893 8.4071959 11.0963158 -0.0056757 0.3377200 0.2358100 0.3495800 0.3404700 -0.0138150 -0.0186280 0.3466500 0.1439900 -0.0110600 -0.0018014 -0.0129010 0.3377200 0.3377200 -0.3061600 -0.3082400 0.2358100 0.2358100 0.0000000 0.8814600 -0.0117490 -0.0138150 -0.0091286 -0.0091286 -0.0186280 0.3425800 -0.0022168 -0.0315870 0.3335100 -0.0099565 0.1439900 0.000 0.000 0.338 0.338 0.348 0.348 0.000 0.000 0.347 0.334 0.334 0.000 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.333 0.333 0.320 0.342 0.338 0.338 0.236 0.236 0.000 0.000 0.881 0.881 0.000 0.000 0.340 0.340 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.338 0.338 0.348 0.348 0.000 0.000 0.347 0.334 0.334 0.000 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.333 0.333 0.320 0.342 0.338 0.338 0.236 0.236 0.000 0.000 0.881 0.881 0.000 0.000 0.340 0.340 0.000 0.000 0.000 0.000 0.144 0.144 10.0942589 7.3496271 8.9644980 7.2591849 0.8339021 9.4550635 11.1611993 10.9523688 9.5921505 11.5523874 9.8154946 1.1558787 5.8892107 9.6444989 3.1558625 8.9988344 10.7306382 7.9398360 1.1558787 7.9053894 3.9213887 0.4188916 8.4578089 9.1399890 11.1924384 10.6965646 10.8082164 6.7104442 3.1558625 NA 2.5343605 10.4056799 7.0723320 8.7104442 1.1558787 6.9528682 9.904048 10.267513 8.906730 11.085114 8.369203 5.477784 10.603765 4.477781 9.879687 9.689575 7.341722 7.301533 9.066348 7.939836 12.548280 11.048246 9.670767 13.356018 12.914495 6.357489 8.182656 10.354546 7.043381 9.832518 7.814067 13.115568 8.565246 8.998834 6.983674 4.119331 10.409467 8.737809 12.716570 10.078291 11.734983 8.826866 7.634827 9.178223 11.321265 7.881052 16.286185 11.216708 11.261502 13.379917 10.285654 2.418892 10.909741 10.323274 9.990642 8.511647 8.069942 10.123946 12.028222 9.483184 10.712361 5.208966 7.191480 4.588817 10.493923 12.569801 8.541286 -0.166017 NA 9.968354 11.899680 10.877519 7.213305 10.556308 11.7048699 12.3687165 10.6965646 10.9906425 10.4691919 6.5686372 10.1530349 5.3417225 9.2024339 7.5854711 9.5160441 6.6412816 8.4375536 11.7707327 8.9240399 11.5226147 9.8119228 2.5343605 13.8020091 7.7692692 6.4486367 8.6234283 10.1325627 9.4431060 4.7646646 8.7764419 10.0384985 7.8728466 10.9512457 4.5888166 10.1754461 12.3511046 0.4188916 12.4607771 11.2046147 10.4831835 2.4188916 10.8538655 9.3769591 4.7408197 9.8025941 7.5888151 7.9424518 6.4412577 9.3277828 9.7209270 7.7822945 7.9080689 7.1958712 11.1867984 10.4259170 10.0000904 12.6677069 10.1942257 10.7642951 9.9509209 11.3159789 7.2727194 6.7587402 10.0335996 10.1439720 1.8339425 NA -0.1660170 10.4719106 12.0911590 8.7512993 3.0038541 7.8645947 7.3923483 9.7535355 TCGA-BP-4338 43 0 NA 2859 kidney stage i t1b n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.34027028 7.34342825 9.55381953 11.78916286 13.30684295 9.80027449 11.28955687 8.57749870 5.39002102 7.54355156 15.16793074 5.76476546 -0.49268740 5.85610676 10.31352443 9.38772656 9.61263153 3.41427086 -0.49268740 8.53942328 9.24124029 11.53890656 8.43367348 6.93783047 2.59483515 9.53320941 11.41802040 6.46737894 10.82704977 11.67714610 10.40067924 10.66598738 8.97396393 7.26226495 5.03094075 11.27287095 9.79797256 10.93233126 7.14762215 0.09234277 10.48904844 -0.49268740 10.48754222 7.95239240 4.59484112 10.49854518 9.46011899 8.50031608 9.62513110 NA 6.55722626 10.12346704 6.88241685 11.73994849 9.16648172 7.11100418 2.89969769 10.44860500 11.72321399 10.63375950 9.24462500 9.16558916 15.53695608 9.60079529 5.98311218 6.16558840 2.41427086 9.02011823 7.80887410 11.44106833 5.60540840 13.39383636 2.09234277 8.12438604 9.50878595 8.54080069 9.55994564 4.15123375 9.51720619 8.02504707 12.72752923 8.11470798 14.80198944 7.28545493 11.54608064 8.13308671 10.45208975 NA 7.81343939 12.81279820 9.39688173 6.93364227 6.43811483 8.60540988 9.74876512 10.17004610 10.18509731 8.81001662 7.82704985 9.07438314 9.25052914 2.31472552 9.65839413 8.06388363 9.91145476 11.21839928 8.52835760 5.73619625 12.61722790 9.41201235 15.38277907 0.09234277 0.09234277 10.41951856 10.40333153 9.32196010 9.54492465 NA 1.67730527 4.59484112 14.66464565 1.50736335 9.46665526 10.43144788 10.55518327 9.82026067 9.19387817 5.15123375 6.47892167 12.66638174 10.96424541 9.42773061 11.92777219 10.84332627 8.80199832 10.56333786 11.39840184 0.50741410 2.96681804 2.89969769 8.56401532 2.20783040 0.09234277 10.54835223 13.29093869 8.07343145 10.56266010 8.95446097 6.09878798 9.30503913 8.88133027 8.57296885 8.39154821 5.79277988 9.68043021 4.09234277 5.80199929 9.95549401 8.16558890 10.40219540 12.90190735 10.45208975 9.31070161 11.84889651 9.29609600 10.17049095 9.89324009 11.19715728 5.87370002 6.58419286 11.06699375 8.18814175 8.28525748 9.33233647 12.78872818 9.21559949 9.83268309 12.20010215 10.64180403 2.59483515 11.10333443 8.17718380 6.07723232 9.02799637 NA 6.57346693 7.31150856 12.10682564 9.47532447 7.40219519 10.96629686 10.59947411 8.73258499 3.59483515 10.91791914 9.33472044 8.32436149 9.66156292 -0.49268740 2.82930160 2.82930160 3.11973797 11.96565610 5.23529817 10.76240621 4.52974600 10.75171175 6.85411287 -1.49248441 NA 10.94278748 10.50031598 11.68541998 10.67824167 10.53009221 10.57548413 8.92184094 6.39148763 9.74219506 10.85139613 9.70520867 10.37388383 -1.49248441 0.09234277 NA 9.32196010 9.89593315 7.99722578 6.94200537 10.00123309 11.06292545 7.57615628 5.50342825 11.08999012 NA 0.09234277 NA 7.18685806 14.50442481 7.96475845 8.28216455 10.91809399 NA 6.57884062 9.55578280 11.73394040 4.84722526 10.62144532 9.84667101 8.54903685 9.33630749 8.48322568 12.00085789 10.37272427 9.48608805 12.02332384 7.86492959 10.08386196 7.24546999 8.32755669 3.15124187 6.98311104 11.34992446 -0.07539700 0.48372000 0.52906000 1.20520000 1.07140000 0.49718000 0.49217000 0.00041593 3.65690000 -0.57516000 -0.08220600 -0.07539700 0.50429000 0.48372000 -0.71909000 -0.69758000 -0.69758000 -0.69758000 -0.08107300 1.05460000 -0.06705600 -0.72031000 -0.07561200 -0.04955900 -0.05237200 -0.09637000 -0.09578000 -0.07960900 0.17739000 0.04018500 0.10424000 0.492 0.000 0.000 0.000 0.725 0.725 -0.106 0.000 0.000 0.182 0.182 0.000 0.000 -0.676 -0.676 0.000 0.000 0.000 0.000 0.594 0.594 0.543 0.000 0.504 0.504 -0.203 0.495 0.000 0.000 1.055 1.055 0.000 0.000 1.071 1.071 -0.720 -0.223 0.000 0.000 0.136 0.136 0.492 0.000 0.000 0.000 0.725 0.725 -0.106 0.000 0.000 0.182 0.182 0.000 0.000 -0.676 -0.676 0.000 0.000 0.000 0.000 0.594 0.594 0.543 0.000 0.504 0.504 -0.203 0.495 0.000 0.000 1.055 1.055 0.000 0.000 1.071 1.071 -0.720 -0.223 0.000 0.000 0.136 0.136 10.73288639 6.30179431 8.30827759 5.76457705 0.50741410 8.92839046 10.72836051 9.33434704 9.41951846 11.22943807 10.51159810 NA 5.17980163 9.27556211 8.15979264 6.27556211 11.74354139 4.09234277 -1.49248441 6.66219553 3.82930160 0.09234277 8.38082164 6.01517193 9.56052295 10.12438591 11.06498737 6.89969527 2.82930160 NA -1.49248441 9.47171849 6.05427111 9.37928283 0.09234277 5.13673279 9.962191 10.176706 8.473162 10.786118 8.007224 4.551774 10.526968 4.882418 10.800849 11.079130 5.856107 6.991193 9.885130 5.745783 13.378850 10.750552 9.889461 12.675031 13.149091 7.081025 9.024063 9.463754 7.776504 8.922063 5.657125 13.005042 6.248844 7.592186 7.496062 2.414271 12.373980 8.048474 12.534160 7.724124 15.382779 9.084807 8.067711 11.038759 11.655378 10.555183 17.346095 11.927772 12.777016 14.249134 11.266017 5.390021 10.994967 7.065798 11.114939 8.165589 7.581519 10.890812 12.664251 9.911987 11.753965 7.540801 6.207817 4.314733 11.218614 11.876430 7.639234 NA NA 8.240393 13.239068 10.684779 7.615902 10.846114 11.65490060 13.09040166 10.12438591 9.55381953 9.80027449 6.40219519 10.47928039 6.55177131 8.22333952 4.43811317 9.38849157 6.46737894 3.89969769 11.93114492 8.12759769 11.87901820 9.95135729 -0.49268740 13.72866269 7.32157549 6.77884067 8.65716301 9.82874216 9.00023217 1.09234277 8.85942111 10.52453408 7.03875880 10.44732410 8.42325713 11.50649687 7.96680939 0.09234277 10.87397311 10.80973100 10.96219104 NA 10.63569427 8.72169666 1.96679958 10.17182493 5.20781869 9.74578238 6.32115966 8.95446097 9.88804441 5.95032143 8.05619983 7.93573789 11.06699375 10.91915346 10.99471527 12.10682564 10.21775370 10.93495239 9.66156292 12.11978546 7.14037274 4.95031910 9.37620029 9.64436880 -0.49268740 -0.49268740 -1.49248441 9.90130438 10.33729062 8.94096307 1.67730527 6.57884062 7.96680939 9.44622211 TCGA-BP-4340 70 1 562 NA kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA NA NA 3 7 3 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 0 0 100 0 9.2539023 10.2656626 10.8835466 8.7294719 10.2208808 6.5050795 NA 4.4662747 9.9657843 -1.7666027 1.1308650 6.1405067 8.5293857 9.2780110 8.9444233 10.5391087 11.9566378 7.2997062 11.1643542 11.2601403 12.0634387 14.7816485 9.9470033 11.7805113 7.0822395 6.5555447 8.1284347 10.2388905 3.9615400 -1.7666027 7.6405024 9.7586481 10.0728206 9.9025019 3.5911648 2.5555462 8.6848279 9.5487664 9.5276631 7.9834862 5.0915983 5.8629745 10.3339506 10.1005094 5.3210803 9.8367796 3.2336120 10.7984809 10.2535550 7.3782749 8.6950964 0.2336427 9.3290139 9.4850993 11.3782751 8.7214567 1.2336427 10.6824146 3.4186892 8.8123387 8.0409719 -0.1814766 10.1838082 9.3401797 9.1238811 9.2904375 -0.7663573 5.7882054 9.0577800 1.8185643 12.2613501 10.3696467 8.4827301 4.5373955 11.1484859 14.8701990 10.8713738 8.0900425 9.0892640 13.7627729 9.8725053 8.5645336 10.7889250 5.1524796 10.2584102 6.7610938 11.4242132 4.3628977 12.4513474 1.6943453 6.4829193 10.1280557 9.9959989 9.2800588 0.2336427 9.9122171 7.9183654 13.2141581 8.1147309 14.6298806 7.6323606 10.7457993 6.4624352 12.3657149 NA 2.8185847 13.3936852 12.0473980 8.2642840 2.0409625 7.7824387 9.8806255 6.5282369 10.8871337 9.3947488 8.8063170 9.4600291 9.1591713 -0.1814766 10.3535306 7.4910049 10.0125153 10.5947382 8.5074125 8.1465061 11.7135714 9.4141476 12.8819183 0.2336427 3.4815444 10.1852658 9.7426050 8.9733975 9.4594267 NA 6.4430695 2.2336120 13.9847163 8.7113751 10.1250209 14.6529187 9.3369046 8.7194463 9.3641874 2.9340635 7.0601652 10.0046937 11.4366589 10.2215914 12.3764770 10.6029416 8.4886455 8.6744861 10.4576185 5.0280342 0.5555217 2.8185847 8.0001460 2.4035404 -0.7663573 8.4744081 12.3714886 10.1761314 11.5784676 9.1863582 3.5911648 10.6143485 9.3622557 9.5010474 15.0698398 8.2137565 9.2691033 5.6930492 6.1164438 11.0020079 9.3003789 11.6030779 10.1412587 12.3847920 8.5128329 11.5723532 9.0157961 10.1746645 9.8251393 11.3499608 -0.1814766 8.0409719 11.3974238 9.6853585 8.6963135 9.5050799 11.9969330 3.1405006 10.4259097 11.0397637 10.8122254 4.8774743 9.9581307 7.8921676 4.6086555 6.7374421 0.2336427 7.6827657 7.5845559 12.1923508 8.7483311 9.2691033 10.4657379 10.6064819 9.5396786 7.5734669 10.8466328 8.5453653 7.5328250 10.1691502 1.8185643 5.1761313 5.8989532 0.5555217 8.9683264 3.5555462 11.2330885 6.6640689 8.6699951 5.3549422 -0.7663573 -0.1814766 10.9941289 10.5670518 11.5848322 11.8476365 11.6280795 11.6128598 9.5256107 6.5530625 10.4699301 11.4183373 10.4206596 11.7327153 -0.7663573 -0.7663573 0.2336427 9.5004033 7.8223312 9.7098568 2.0409625 12.9791862 14.1224790 10.7853251 7.4429236 9.6651145 -0.7663573 NA 1.6930520 -0.7663573 15.1409183 8.7996708 9.4283738 11.4858388 NA 8.4357407 8.6067757 11.3341149 7.7882054 10.4788724 9.6135366 9.8316694 8.4684343 8.2943129 11.3512599 11.8039470 10.4104133 10.9905901 8.0264072 10.2361576 7.4744085 9.2329123 5.8503869 8.1600908 9.4029155 -0.00318590 0.56756000 0.00124810 0.00249690 -0.01298900 -0.71764000 -0.00899060 0.02023600 -0.06705600 -0.67205000 -0.70360000 -0.00318590 0.56952000 0.56756000 -0.70801000 -0.70801000 -0.70801000 -0.72307000 -0.00553750 0.00499690 0.00000000 -0.71390000 0.01056400 0.01056400 -0.01105500 0.00061359 -0.01009400 0.01544700 0.03002900 0.02525000 -0.06705600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.701 0.000 0.568 0.568 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 -0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.701 0.000 0.568 0.568 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 -0.714 0.000 0.000 0.000 0.000 9.7800290 7.4696312 9.5311063 6.8091945 NA 9.3003789 7.5213295 9.1814728 8.9218671 10.7308101 10.6672023 -0.7663573 6.5645336 9.1532252 4.3421422 9.6010316 12.0922778 5.6930492 1.9340635 8.6598818 3.1405006 NA 8.6744861 8.6950964 10.2023196 10.5391087 10.5536050 8.3224050 2.3210911 -1.7666027 1.6930520 9.2286773 7.8260737 9.1177875 -0.1814766 6.0665069 9.7254699 10.7584034 8.3896997 11.2307964 9.1797922 4.3833656 11.0272201 5.5645336 9.4072939 9.5928173 6.5143874 6.8738624 10.1994012 8.3303321 13.3622959 9.5611695 10.2953256 13.3700073 12.8355617 8.0441886 7.7552174 8.9984883 5.6682440 9.3090959 5.9271047 13.3534091 6.9615377 9.9809707 6.6682454 1.2336427 10.5586412 9.2385394 13.3493514 10.7468509 12.8819183 9.8138754 8.7103632 6.6598818 11.1339176 9.3369046 15.4571284 12.3764770 11.4302190 13.2102257 10.7569338 1.2336427 10.7022409 11.4420036 10.7456165 9.3003789 8.2251385 9.9897562 13.0843897 9.2861849 11.0257931 7.5712384 5.4234403 6.8774731 11.5332542 13.2079866 6.8629733 -0.7663573 NA 11.8048955 12.0733127 11.6297520 7.4455049 11.1746645 10.8263074 13.2610046 10.5391087 11.2601403 9.9470033 6.3985231 10.5167052 6.4332900 8.3603213 7.1435097 9.8006222 5.3210803 7.9834862 12.5106572 9.9547160 11.6816041 10.5765249 2.1405169 14.3364128 6.6331304 5.8556683 9.4705639 10.7196977 9.1162600 2.6259250 9.1599130 11.1698867 9.0545536 10.7222102 4.0665112 10.4041678 9.9227412 5.0018022 12.5439456 10.3893838 10.6459221 0.2336427 11.7353297 10.0724269 2.3210911 10.0457942 4.0149801 9.4339025 8.2223018 9.1863582 9.3436303 4.5555462 8.6419466 3.6930520 11.3974238 10.5056634 11.2720215 12.1923508 10.1936187 11.3380518 10.1691502 10.3346076 7.1936190 4.2336197 9.7920375 9.2441450 1.4035404 8.1359919 -1.7666027 10.9676913 11.6857538 9.7374426 4.6430076 8.4357407 8.4135260 10.5408176 TCGA-BP-4341 67 1 1589 NA kidney stage iii t3a nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 4 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.352525e-06 3.814814e-07 7.84313725490196 31.3725490196078 11.7647058823529 31.3725490196078 17.6470588235294 9.4176990 10.8277462 9.1636698 8.4673170 9.7108240 6.3328905 -0.2520541 5.3710047 8.9002129 -0.2520541 3.0109588 5.9767463 8.9203555 11.1337904 10.2724698 10.7820392 11.6113400 6.6182930 9.9916971 10.9896133 12.8363850 13.5776230 10.3450495 11.2749162 7.4587347 7.1541325 7.0966561 9.6267454 7.6336245 NA 9.4344285 9.1087751 10.6922741 10.3962856 1.5552763 2.7479244 8.5536719 9.5704988 9.9303224 9.5210672 5.4203544 2.9958644 9.6213722 10.2134944 7.2437833 9.8887579 3.9178518 10.8858797 10.3699798 8.4203535 9.6442604 2.7479244 9.7479281 10.1186154 10.1710439 7.9791491 NA 10.6655239 0.7479459 8.5965509 8.0877779 0.3328511 10.0419743 9.1445328 8.4994720 9.4954497 -0.2520541 6.5488281 9.0482806 4.0698568 11.1106938 11.9055908 9.8180489 6.3328905 10.3408335 13.0450593 10.4322384 8.6948342 11.3070661 16.1482071 9.8072725 8.7895871 9.3571068 6.0053169 9.8551451 7.6213721 11.2208727 5.6059091 11.7337700 2.7361502 8.5251833 9.8413456 11.9261260 8.9166002 6.2155330 10.3135062 7.3663135 12.1496076 7.1229677 14.3577128 8.5078160 9.8329291 7.6366710 11.3156465 -1.2522259 4.6786635 13.7034417 11.8490830 9.3015572 3.2073619 7.4893952 10.9830448 6.5358306 11.0548441 8.3663135 9.2841752 8.7882178 9.1076777 1.5552763 10.0670356 9.0999716 9.7316342 10.6808809 9.1359452 7.7758341 11.3612939 10.0182234 11.8183845 1.3329084 1.9178518 10.0344858 9.0863414 9.3101704 9.6128880 -0.2520541 7.7165945 5.2870881 13.9243350 6.4758485 11.5597041 13.3423110 8.3158841 10.0082596 10.1778578 2.2073619 7.4552869 9.9573814 10.6503031 9.7158747 11.4747295 10.1169800 8.4079237 9.6510567 10.8173778 4.5552824 0.3328511 2.7479244 9.5061513 2.7479244 1.7479459 9.1434623 12.3675749 9.4265281 11.6142411 9.0721085 3.1402388 10.7133516 8.6904426 10.9820029 13.7260128 7.1741927 10.0182234 6.4061404 5.5681081 10.0011847 8.2986748 11.4258679 11.2736935 12.7473115 9.6364278 12.1929429 8.9561624 10.4168130 9.9290802 10.5152849 -1.2522259 7.9958553 11.1391716 11.1872733 8.3285071 9.5111405 10.8791420 9.3130302 10.4685998 10.6951997 11.2104303 6.6786649 9.8373785 8.7013096 3.7923244 7.7479278 4.3025165 8.4168131 6.5161129 12.8847590 9.3980823 9.1262228 11.0599601 11.0872214 9.4114862 10.7943700 10.9844625 9.2236615 7.8274126 10.0286988 2.7479244 4.7702952 7.0005939 7.0420894 6.0240515 4.0333261 10.1525375 7.8772111 9.4406655 6.0330529 0.3328511 -1.2522259 10.8610190 10.2581977 11.7332363 11.0056105 12.5987009 7.9278372 7.9377528 5.7601624 11.8629717 11.0333303 10.0135431 11.2552272 -1.2522259 -1.2522259 -1.2522259 9.7223425 9.1551957 9.7013969 5.4203544 13.8245767 15.3200213 11.2945814 8.8728506 9.8106487 -1.2522259 0.7479459 -1.2522259 NA 14.5589013 7.5520588 9.8267460 12.2878138 0.3328511 8.2537397 8.4958023 10.8377095 7.5260054 10.9622472 9.9500519 9.6734824 9.6450171 9.1741929 11.0754807 11.0746384 9.8314073 10.5378692 8.0922238 9.7137123 7.6875073 10.9610322 5.0542624 9.5481809 10.8499037 0.00027728 -0.00318590 0.00388540 0.00485790 0.00360760 -0.00097017 0.00430210 -0.00432040 -0.04129500 0.00027728 0.00027728 -0.00379450 -0.00318590 -0.00318590 -0.75737000 -0.74212000 -0.74971000 0.00388540 0.00000000 -0.00013862 -0.00235530 -0.75279000 0.00487000 0.00487000 0.00430210 0.00402430 0.00000000 -0.00097017 0.00610900 -0.01340200 -0.04129500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 0.000 10.6347678 7.3953868 9.8227384 7.7081617 -1.2522259 9.9253476 5.3025165 9.5893980 8.8045657 11.8442643 9.8327364 1.3329084 6.3699794 10.3049130 3.7479244 9.0205578 10.6159789 6.4061404 0.7479459 7.6757059 4.4758501 0.3328511 8.6889755 6.3552577 10.6510002 10.7820392 11.1136517 7.4518317 -1.2522259 -1.2522259 2.7479244 10.5094793 8.1098719 8.7647363 NA 6.1229667 9.749336 10.465604 8.848590 11.070138 8.935280 4.391781 10.217061 3.702126 9.535014 8.779974 7.169993 7.690442 9.844643 7.140246 12.391672 10.987825 9.857106 13.444461 12.928847 6.912835 8.487709 9.182556 4.105477 9.524361 7.056267 13.150540 9.605909 9.758456 6.340384 5.105481 9.470736 8.823407 13.255289 10.527647 11.818384 9.559303 7.469027 10.351091 10.914091 8.315884 15.604110 11.474729 10.831740 13.295485 10.328658 2.995864 11.720190 8.897675 9.982147 8.298675 8.251754 10.141318 12.488236 9.066471 10.968001 2.835399 6.455288 6.599676 10.655194 12.531438 6.469028 1.747946 NA 9.957990 12.296750 10.962660 7.347841 10.518592 11.396510 12.236019 10.782039 10.989613 10.345049 6.114250 9.050567 5.051707 9.185680 6.051709 10.043123 7.243783 6.957382 12.728372 8.805920 11.108775 10.594202 2.654825 13.758281 6.051527 5.362638 9.327744 9.491921 10.074358 4.174191 8.749336 10.084435 8.583979 11.656133 4.502814 10.197593 10.558098 1.069840 12.937907 11.082201 10.454856 1.555276 11.326301 9.707930 4.140247 9.369064 8.231744 8.056267 8.296750 9.072108 9.562847 2.207362 10.162613 5.332890 11.139172 10.695930 10.519417 12.884759 10.123510 10.594594 10.028699 11.295546 7.722342 4.420354 10.108775 9.900847 1.917852 7.115823 NA 10.207872 13.361156 8.820731 4.747930 8.253740 8.042549 10.064775 TCGA-BP-4342 79 1 2256 NA kidney stage ii t2 n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.06391072 10.59872566 6.74914270 10.18852419 4.82789522 10.42110093 10.93170891 8.47319473 8.92382098 3.14982840 11.19115529 10.44113350 10.49571774 8.28568796 -0.02929357 10.47346498 0.73863815 8.48324826 8.20467335 0.09098889 9.74497020 9.90791455 9.44481302 9.38761780 0.09098889 6.55036202 8.91429812 2.96539644 12.39328432 10.15477546 9.25918514 6.65571532 13.42044611 11.98094187 10.58978015 8.50314795 10.98018143 14.94824786 9.82055172 7.99179789 8.26252477 5.62491094 9.45068051 7.36394987 9.94476037 8.47030949 12.93170891 4.20168090 8.04816860 7.03344503 10.99230073 8.85801178 2.67588366 10.10588128 8.67087538 12.54745653 8.93013471 14.43179294 9.30363008 10.08421378 10.13076398 11.78078338 NA 6.46016426 12.67816156 10.48967469 8.29387118 5.26085745 9.09374608 8.40381391 9.71603095 11.41229541 9.44701605 8.80403097 9.19858402 9.33331124 -1.49410907 9.52277669 8.49607241 9.55445532 10.80632108 8.56936349 7.13167693 11.17727514 10.04318686 11.38190974 2.09092116 4.46016589 10.14259315 9.22132127 8.71663978 9.83352106 -0.49410907 8.83912378 5.32614901 13.76773286 5.01376149 10.68338802 7.17485380 9.92118206 9.36394944 9.49394309 3.67589495 7.26419204 11.07866867 11.20184922 9.83576479 11.53472065 10.51334625 8.65952038 8.67839591 10.75774676 6.74437372 3.67589495 7.69579273 8.90471229 5.97357454 -0.49410907 9.69393904 12.24669791 8.79483464 9.80860740 9.49961452 3.46016589 10.65857024 8.22364506 10.58770158 8.87338320 8.89828576 8.87010328 7.12435399 6.45147160 9.88588836 8.59475679 11.26064725 10.93511362 11.97319190 9.46097902 11.30180522 9.03637475 9.63782540 9.33806735 5.01376149 3.09093809 8.43670571 10.74765375 9.21562109 7.75429962 10.69795300 11.01549611 6.13532554 10.26335853 11.67008977 11.06486743 6.76806387 9.44554774 8.87759273 6.31332386 8.18192546 1.67590624 9.42334055 7.25416128 12.60950218 9.22278790 8.32135180 10.90711465 10.50737663 9.57340293 5.47175324 10.69951233 8.78092881 7.95098332 10.28075558 4.65571818 3.96539644 5.22021385 2.75390400 7.86352037 4.36394900 10.76953109 6.53939149 10.48658296 7.78497569 NA 1.09092116 10.90791462 10.46270767 11.54625817 11.49624977 12.55138686 9.63267301 9.27895931 5.50776927 11.76659404 11.56175930 9.43448687 10.93694367 3.41286280 -1.49410907 NA 9.77158356 9.22962950 9.92908439 2.20639317 13.33082780 13.66729722 10.98372671 7.89577217 9.95356834 NA -0.49410907 NA -0.49410907 13.73008324 8.26085604 9.62426067 12.41745408 0.50599252 8.99481276 8.83565285 10.70257063 7.20293582 10.01078753 9.60728759 9.75152113 9.24490513 8.80173745 10.83548453 10.90977940 10.54762768 10.52242862 8.03344558 10.67373157 7.98776766 12.20803291 5.06254917 8.80213892 9.89935889 0.5210100 0.4730600 -0.5195900 0.5164700 -0.0113230 0.5122800 0.4825100 -0.0045695 0.0605080 -0.5216400 -0.5216400 0.5210100 0.4730600 0.4730600 -0.5379500 -0.5122800 -0.5189000 -0.5189000 0.5046300 0.4908300 -0.5363600 0.4914700 -0.5419400 -0.5419400 -0.5416900 -0.0220580 -0.0167040 0.5049800 -0.0215100 0.4844000 0.0176840 -0.059 -0.542 0.000 0.000 0.000 0.000 0.000 0.505 0.519 0.000 0.000 0.000 0.000 0.540 0.540 0.484 0.484 -0.001 0.521 0.488 0.488 0.000 0.518 0.473 0.473 -0.519 -0.519 0.505 0.505 0.516 0.516 -0.533 -0.533 0.000 0.000 0.491 0.491 -0.542 -0.542 0.000 0.000 -0.059 -0.542 0.000 0.000 0.000 0.000 0.000 0.505 0.519 0.000 0.000 0.000 0.000 0.540 0.540 0.484 0.484 -0.001 0.521 0.488 0.488 0.000 0.518 0.473 0.473 -0.519 -0.519 0.505 0.505 0.516 0.516 -0.533 -0.533 0.000 0.000 0.491 0.491 -0.542 -0.542 0.000 0.000 11.9786593 7.4068351 10.2979453 7.5272260 1.0909212 9.1169932 9.0028223 9.9665575 9.5993861 10.7690938 10.0514156 1.3133039 6.2541613 9.4645212 4.7538987 7.4889624 10.1128363 7.1243540 0.8279003 8.1854483 3.9322313 1.6759062 8.8918308 8.0295302 11.0403686 11.0836333 9.9922906 7.6582536 0.5059925 -1.4941091 1.6759062 9.4030576 7.6708757 9.0739246 -1.4941091 7.1462133 10.783256 10.812600 7.807464 11.220214 9.188963 3.932231 10.920389 5.872289 10.177067 9.720895 6.739588 6.406836 10.506321 7.698262 12.960718 10.578436 10.151627 12.892100 12.458710 7.805154 8.848043 9.957695 6.640395 9.442606 6.561251 12.856217 8.663315 10.440028 9.111448 3.505967 10.975356 9.312518 13.139929 10.777431 11.381910 9.986254 7.553092 10.295502 11.275393 9.921182 15.831371 11.534721 11.621337 13.514660 10.935898 1.827900 11.499615 9.046096 11.139191 8.594757 8.746760 10.353026 12.709775 10.504559 11.312917 4.932231 7.135326 7.345172 10.997822 12.776483 6.715471 1.090921 -1.494109 10.118837 12.477871 11.876189 7.277458 10.910046 11.8100345 12.6427193 11.0836333 11.6056450 10.4517781 7.5747464 11.2347393 7.0373504 8.5760894 7.7750953 10.2516428 6.7491427 6.8233813 12.8225682 8.2253574 11.3880383 10.6743272 2.5059671 14.3499631 7.2602544 7.4514123 7.8868190 9.5324919 9.7437760 3.3639560 9.3786434 10.3432022 8.7455671 11.0713086 7.1169937 11.3498895 10.9338050 NA 12.2656487 10.9296096 10.3064640 1.6759062 11.8465140 10.2274949 2.5934255 10.1211383 6.1570194 8.6620516 6.6758935 9.4996145 9.3510194 6.2406788 7.4974902 5.0295324 10.7476538 11.1123737 10.4630705 12.6095022 9.4601649 10.6843221 10.2807556 11.4313374 8.0909312 7.1819255 10.5321461 10.4601648 3.2608537 -0.4941091 NA 10.5056162 10.9394522 9.7111509 2.5934255 8.9948128 8.0392980 10.9463186 TCGA-BP-4343 64 1 1912 NA kidney stage iii t3a n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.5046370 8.8513899 11.7497495 9.7369053 6.9941101 7.0341871 9.9561502 10.8955714 6.6125471 11.6685257 8.2194019 9.8832814 11.6117193 8.8639533 5.5308636 4.0142839 11.3718395 9.7007880 10.6906364 8.2323797 1.4293214 10.4335455 0.4293214 9.6389001 7.9528868 -1.1555340 9.9775046 8.7315831 7.5891965 9.9378989 NA 7.1343811 8.6468787 4.1297611 11.3757439 8.7941890 10.8517402 6.6517176 12.0224390 10.3165456 12.0125645 9.3873942 9.6338961 13.9485107 8.7270056 9.1763991 12.8305600 4.5167905 9.1297647 8.1297647 9.6557371 10.0556424 12.5236226 2.6320122 6.3877813 7.3796374 9.3571029 9.5052496 3.5992464 8.8000123 9.8534912 12.5011225 8.3119681 14.4514092 10.0779821 12.2039954 8.6613459 11.3608012 NA 5.9104521 11.9499437 10.5942319 6.5517221 8.4627481 9.8942110 7.6092342 10.3170534 9.7270056 9.0958448 8.7054492 8.8901223 10.1111490 1.4293214 10.4123185 8.4123188 8.3037940 10.4419495 9.9941096 8.3521569 12.4448864 8.2831541 13.0673837 2.7512495 1.4293214 10.5400257 9.9385193 8.4368194 9.1964059 0.4293214 3.2366763 2.8443656 14.2026703 8.4008683 9.5807643 9.9896578 9.2237409 9.8180598 9.5326127 3.9318249 4.6517176 12.5961157 10.9736455 8.1886586 11.7233042 10.1164089 7.4664142 9.4882187 11.0686657 6.5858294 5.3200947 -0.1556947 7.7482445 3.3679301 NA 10.1487137 13.4915960 9.3322024 6.5238426 10.1314977 1.8443455 9.4855112 8.0970282 7.8450666 8.5586078 6.9581049 9.4255629 7.0092699 6.8611713 9.7624804 10.0042338 10.7974676 11.3422143 11.3649811 8.8072586 11.5963249 9.5611820 10.0701725 10.1411295 7.5858294 8.3951091 8.4918210 11.8986276 7.3404572 7.8049144 7.5551689 12.3598159 8.5671701 9.9749331 12.0423470 10.3551266 6.1572459 10.9803923 7.3140856 4.6257205 6.2789902 -1.1555340 8.6224395 6.3757432 12.6483926 9.5603244 9.0501558 11.8808795 9.3422143 10.0550339 2.5448068 10.2214103 9.4864141 7.5343605 8.9131407 2.8443656 4.7750980 8.9851922 4.1297611 5.5308636 4.9736434 11.0196001 5.3362155 11.1466758 5.7958812 0.4293214 -0.1556947 9.4075588 10.3941471 10.0372717 10.7154976 9.8072585 9.5229626 8.4066047 5.6261149 11.0577705 12.2938980 10.4377536 9.9171650 NA NA -1.1555340 9.6249022 9.3140042 8.6677297 8.6273606 12.6527234 12.8885004 11.5081429 7.6144978 9.8130292 -1.1555340 0.8443857 NA 6.5308636 14.8460345 8.7069998 8.6740853 12.1961299 NA 6.2955743 9.7771235 11.5378494 4.2366763 9.5491306 9.6166771 9.4037396 7.3281785 9.3912569 11.2661643 10.7403163 9.2505675 11.6631444 7.2996898 9.7587476 8.5705806 9.8159060 2.7279858 6.7305462 10.4664143 0.056033 0.057145 0.056587 0.518650 0.354550 -0.233180 -0.214220 0.066463 -0.029935 -0.457520 0.067736 0.054059 0.064872 0.080388 -0.467870 -0.464030 -0.464030 -0.464030 -0.205040 0.540570 0.000000 -0.231350 -0.200310 -0.194810 -0.206870 -0.034560 -0.202180 -0.203920 0.052173 0.070892 -0.018831 -0.207 -0.207 0.000 0.000 0.000 0.000 -0.202 -0.204 -0.198 0.000 0.000 0.000 0.000 -0.184 -0.184 0.000 0.000 0.000 0.000 0.334 0.334 0.000 -0.181 0.000 0.000 -0.464 0.000 -0.202 -0.202 0.514 0.514 0.000 0.000 0.365 0.365 -0.231 -0.231 -0.195 -0.195 0.000 0.000 -0.207 -0.207 0.000 0.000 0.000 0.000 -0.202 -0.204 -0.198 0.000 0.000 0.000 0.000 -0.184 -0.184 0.000 0.000 0.000 0.000 0.334 0.334 0.000 -0.181 0.000 0.000 -0.464 0.000 -0.202 -0.202 0.514 0.514 0.000 0.000 0.365 0.365 -0.231 -0.231 -0.195 -0.195 0.000 0.000 8.865342 5.612547 9.877785 6.197950 2.031819 7.602586 12.187132 9.936208 10.605082 10.888859 11.021782 3.236676 6.014288 8.602586 2.872927 7.291446 11.237485 7.009270 NA 5.855589 4.236676 2.544807 9.270627 7.595906 9.381202 9.606744 11.189504 8.536106 NA NA NA 8.952887 7.058681 9.346200 NA 6.565462 10.2046609 10.1441429 7.7602416 9.9864695 8.2019146 8.2150500 9.3372171 5.5858309 10.3762312 9.8087033 5.2537548 6.5448022 10.9975978 7.7361462 13.7733897 11.4424150 11.0574667 13.2287415 13.5146868 7.8832817 9.3402175 10.0592886 9.7587476 9.0117807 9.2041121 13.4277391 9.3140042 7.3796374 7.9607063 7.3561148 11.9060712 9.2852316 13.1865761 6.9736457 13.0673837 8.6661363 7.9397596 8.7038973 10.3516616 9.2237409 14.9305609 11.7233042 12.4550413 14.5675701 10.5543079 2.6517061 8.8358843 10.9185039 10.9131407 10.0042338 7.9607063 9.4764489 13.3094186 12.0010776 11.9226801 6.2537530 3.9318249 5.0341849 11.4484523 12.2906704 7.2019141 2.0142839 0.4293214 10.0310957 13.2901533 10.3747590 7.6613463 11.1612096 11.308398 12.605290 9.606744 9.940419 9.462748 6.120487 10.982634 5.287306 8.792730 4.367923 10.004864 6.612547 8.408512 13.084478 8.624082 11.594441 10.318575 2.166298 12.459762 7.082480 5.810147 9.144875 10.737664 10.140131 5.459071 8.646879 10.770288 7.968277 12.220759 8.438687 12.872096 11.505695 1.429321 11.208771 10.274815 10.793460 1.844345 10.073181 8.164035 5.921179 10.629406 9.262215 9.642024 7.240967 10.131498 8.650847 6.034187 8.973645 3.429321 11.898628 10.588776 11.839069 12.648393 10.420847 11.728724 8.913141 10.339218 8.658144 6.262215 9.056251 8.772140 3.166298 NA NA 10.400869 9.598022 9.143570 2.429321 6.295574 8.342214 9.433077 TCGA-BP-4344 75 0 NA 1666 kidney stage i t1a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 6 3 7 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.44447327 10.43168950 7.23162921 7.56945691 10.46202000 8.62122478 6.16542158 9.26135428 8.86401988 -1.33424342 -0.06537028 4.77410178 6.57846478 10.93031053 8.01651415 11.00124421 12.09837761 7.23162921 8.93470137 10.89409282 11.77638426 13.66674320 10.39562024 11.66257777 9.02092578 8.12909906 7.25428980 11.22877102 5.90398063 -0.33442531 10.26965070 9.06538678 10.08606137 9.99817082 3.66557469 -0.33442531 8.78969600 9.55279530 10.79421358 8.96134377 5.48575526 2.47292961 9.92060326 10.58778745 5.82544730 10.35382500 3.66557469 10.51966397 11.01679004 8.02312669 8.21439684 1.25053719 11.34659346 10.30943088 10.66698297 7.68516577 -1.33424342 10.73761021 -1.33424342 8.81785953 8.13724990 0.25059782 9.69693137 9.92001291 8.65992813 9.54443805 -0.33442531 6.92767013 8.19109574 4.18913664 11.13318030 10.16591872 9.30491551 7.46647459 10.96591297 16.13526425 11.13648775 8.45999055 10.99593148 15.41346613 9.49132862 9.08131646 9.62774781 5.40704337 9.93878757 7.49212318 9.81150683 7.55127145 11.92340452 3.36601441 8.22734013 8.75436309 11.65088305 9.22303851 4.05789211 9.28487776 8.73703705 11.70192011 7.83800251 14.83331295 9.31572902 9.88940753 7.52044346 11.22016360 NA 3.12500631 11.16317711 11.56266386 8.32021072 3.91350220 8.35382522 10.72964385 7.97845764 11.19646873 9.62774781 9.38752841 8.98637538 9.40282214 NA 10.31393227 9.22399540 9.35295048 10.55697873 9.67610288 7.87746329 11.72453888 9.41962716 11.26409256 1.83551990 2.25053719 10.11575494 9.08877473 8.62267673 10.01042544 NA 3.30943815 5.33800003 13.95350351 6.33091150 10.66733476 11.07602611 9.22399540 8.39859022 9.14130812 3.91350220 5.91350220 10.54936354 11.03952741 9.63783663 11.63459785 10.76360685 8.48734887 8.01208870 10.86769859 8.43871410 3.87503297 6.28028453 8.19890467 1.83551990 0.25059782 9.76492250 12.57255927 9.17930228 9.45429312 10.28487764 2.98750278 10.76820666 7.85539925 10.36627019 10.20570273 7.55127145 9.34505479 6.18913664 6.11678684 9.74639222 9.07496562 11.39306981 10.63604017 14.16871723 9.02824176 11.18324414 9.24865746 10.43871400 9.41628178 9.47614632 NA 9.04278522 11.65159453 10.08108420 8.23670164 9.58145407 11.42442257 8.59926534 10.51263213 11.35076154 10.92796325 7.17732784 9.47131856 8.70905313 6.44693440 6.78451576 -0.33442531 9.29310857 7.09602777 13.18047368 9.50949574 8.29675197 11.25803178 9.38410767 10.02147640 8.63568076 10.34629909 8.95213260 7.77671069 10.16342653 4.18913664 4.73166659 8.22399540 2.75304823 5.33800003 4.75303753 10.54630617 7.79227949 11.34478651 5.92729442 NA 0.25059782 10.68516550 10.50792513 11.39413307 11.09236365 11.25475771 8.13521676 8.84411507 5.32720950 12.83024601 11.51008439 9.98581120 11.57565529 -1.33424342 0.66557469 0.25059782 10.03189690 8.82922452 9.75502525 4.77410178 12.74230685 14.48662620 12.06685428 7.88185975 10.15842931 0.25059782 0.66557469 NA NA 14.32888266 8.48575365 9.74372550 12.13330764 NA 8.69762059 8.78763913 10.87533268 7.10020292 10.17138624 9.32913279 9.82544603 7.86279169 9.36080298 11.17806829 10.51537076 9.65354930 11.34549462 8.09602724 9.79135632 8.78581273 11.24371150 4.92541083 8.07799652 9.89679587 0.00564770 0.01456500 -0.42127000 0.42399000 0.00384120 -0.00544320 -0.01671200 0.00259160 -0.00253780 0.00564770 0.00564770 -0.00032130 0.01456500 0.01456500 -0.43688000 -0.42127000 -0.42127000 -0.42127000 -0.00212240 0.40739000 0.00000000 -0.00530490 0.00106530 0.00106530 -0.01671200 -0.00059849 -0.00502840 -0.00101420 -0.00322420 -0.00392180 -0.00253780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 -0.421 0.000 0.000 0.424 0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 -0.421 0.000 0.000 0.424 0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8095956 6.7262713 10.9541525 6.9370383 3.0918352 8.6726021 6.1002040 10.8892628 9.9897552 11.2476744 10.1822596 1.8355199 6.2047335 9.2617644 3.9875028 8.5963120 10.5051722 6.1891366 0.6655747 6.9416991 5.9875028 0.2505978 9.0098706 7.1812745 11.4082694 11.0012442 10.7777633 7.1574278 1.8355199 NA 1.2505372 9.6754033 8.1147236 8.9636374 NA 5.9601966 10.1876658 10.6983093 7.6627545 10.0308035 9.0165139 6.1085182 10.6655748 3.9875028 9.9111274 8.8991944 6.6989977 7.7450598 10.4083052 8.1930517 13.0541302 9.9981708 10.7533690 13.6904979 12.8725128 7.8325160 8.7974316 9.7819186 8.3184199 9.6768019 6.2124701 13.5825738 9.5420916 9.1514040 6.4664754 2.1250228 10.0503584 8.5558392 13.6381507 9.9288439 11.2640926 9.4493916 7.9393706 9.9801580 11.2926526 9.2239954 15.3390219 11.6345979 12.1665411 13.8434614 11.0173422 0.9875392 10.4873488 10.2411139 9.6255766 9.0749656 8.3112333 9.9358700 13.0431920 10.1832441 11.6086390 4.0231311 4.9693577 6.4599906 11.0200996 12.5940931 7.0926356 NA NA 9.7596524 12.7282955 11.2251813 7.9739137 11.2664169 11.4827583 13.0869822 11.0012442 10.8940928 10.3956202 6.1654216 9.9953710 5.8454850 8.5724653 7.4857537 10.9297241 5.8254473 8.5390188 13.6000747 8.1473744 11.6625778 10.7126987 2.8354997 13.8180973 5.2173975 5.9135022 9.4792277 9.7838670 10.9544408 5.7423916 9.5118487 9.9075578 8.3450548 11.1952493 5.9323612 11.5096920 12.1280770 0.2505978 11.7879175 10.4530692 10.4893400 1.2505372 11.7515451 10.1069628 2.3660284 10.1463649 8.9358702 9.0844816 8.3608032 10.2848776 9.3146333 4.0578921 9.0143028 7.0792032 11.6515945 10.6273861 11.2351930 13.1804737 10.0818445 10.7747525 10.1634265 10.6194074 7.7896960 6.0492801 9.7336812 9.7845158 2.8354997 4.0378302 -1.3342434 10.7500510 11.4258872 9.7967887 5.0918394 8.6976206 7.8750281 10.4821584 TCGA-BP-4345 62 0 NA 1516 kidney stage iii t3b n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA NA 1 4 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4763593 5.4792855 8.0994362 10.6142811 7.7159188 NA 10.3154189 8.8677800 -0.2756117 2.3201380 4.2789883 4.1167141 10.7756058 7.5155595 11.2758649 12.9221511 5.1673419 8.0190174 10.0406785 12.1369668 12.4013721 10.5706708 11.4869866 9.5453736 10.6043630 6.7904866 13.6106174 5.6070403 NA 10.6440051 9.4352033 10.1761231 10.1621490 4.6312848 2.1838358 9.0086426 9.5333611 12.0561536 10.3331137 7.1037756 5.2321926 9.9532156 10.9941080 6.9817853 11.7578199 7.9483988 10.1043167 11.9900120 8.2961495 8.1899634 4.5823754 10.9556181 10.8065460 10.3614746 7.5761457 NA 10.2430943 NA 8.8754133 7.5792654 -0.2756117 9.4624892 10.2659776 9.2674288 9.7993613 NA 6.9864917 9.2856850 3.9338464 11.3409457 9.3008813 10.4962990 7.2751440 9.6689626 13.7907384 11.7199874 8.5698871 11.4669169 15.1227231 9.3646418 9.2132413 8.7564426 5.2001316 9.6945028 7.5572868 11.5000072 10.5147454 12.5827665 2.2379002 8.1263643 6.9191541 11.4669169 9.6595619 3.9723250 9.6973766 8.9166898 10.9480970 7.7102389 14.5723816 10.4784493 10.0554762 9.7073905 11.4838690 NA 5.8639484 12.0294611 9.7578200 8.1920023 3.4248415 7.2789855 7.8355325 9.5413805 10.7670823 8.4489109 9.5831550 8.4742665 9.3906208 0.7243883 10.0086426 9.4867789 9.8961992 9.0497024 10.1899634 6.7187507 11.3962431 9.8005445 10.4784493 6.5698875 1.3093508 9.6573499 8.4660324 8.7728840 10.1950558 NA 6.1756084 3.7243993 13.8129367 4.7243993 10.8986985 10.7345753 8.4876093 9.8012125 9.8433380 5.0994383 6.2635565 9.8032149 10.8220999 9.9917688 11.4709092 10.3501058 8.4607987 9.7370215 10.6694749 6.8118602 5.1506612 4.9338511 7.3537538 1.8943327 0.3094090 10.1678585 12.7694740 7.1210019 7.1960719 10.3678022 4.9035107 10.0709107 7.6402760 10.7428927 7.6580879 6.6009135 8.6742237 8.8575391 6.7742455 8.8639484 9.0929033 11.0967179 11.3149840 13.8154603 9.5216450 11.6121887 9.8523912 8.1548495 9.3446168 8.1081010 1.3093508 8.9723245 11.7192807 7.3278751 6.7939271 9.7502286 11.3855070 1.8943327 10.2102262 11.4595298 11.3684785 7.3718550 10.3107676 8.8998342 5.6070403 8.2809030 0.3094090 9.8517464 7.3427823 12.8125226 9.5596578 7.9216137 11.8514240 9.0731251 9.6514340 5.8943230 10.8869487 9.1517097 7.4489109 10.1889426 3.8943230 3.9338464 10.8568966 4.6312848 3.6312906 3.7687877 10.4946478 8.5008299 11.5261942 6.5057560 NA 2.6312906 11.0866147 10.8178145 11.1255431 11.0080641 11.3312647 7.9067914 8.2751435 5.5445750 12.9909639 10.9030618 9.6199721 10.9086524 NA NA NA 10.2302084 8.8368365 9.6887378 3.1838358 13.7576909 14.0459023 11.8488414 8.4338425 10.9520129 -1.2754370 1.5317682 NA -1.2754370 13.3602851 8.2321916 9.6312875 13.2292780 NA 8.7796793 8.7500487 10.7790013 7.0950847 10.0625762 10.0350096 9.7265087 8.7769649 9.2112320 11.3173211 10.1600672 9.7425971 10.9071016 8.2341717 9.7213858 9.2282227 11.6501368 5.2320314 8.5120708 10.6814990 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3201207 6.6070403 10.7911588 7.0569260 1.0463514 8.7286175 11.7519574 11.1870935 9.7446825 11.2910956 10.2630709 2.3093508 6.5122996 9.4900974 4.8741428 8.9568178 10.2970972 8.8575391 0.7243883 6.0463252 5.1506612 0.7243883 9.0121094 6.5381781 10.6172243 11.2758649 11.0871024 8.2021552 1.3093508 NA 1.0463514 9.7460710 7.6462376 8.6237539 -1.2754370 7.3391071 10.9920615 10.5236786 8.4108973 10.0241773 9.0236049 6.6252632 10.2741816 5.3391053 10.0967179 9.2548033 7.0236047 7.0819489 10.0841465 8.8523912 13.1442255 10.4830366 10.6051283 13.5769752 12.4944413 7.4759409 9.6610348 10.8943219 9.6425148 10.1647471 7.3754487 13.3511897 9.8276847 6.9723239 7.3646416 6.1756084 10.6702065 9.4213645 13.5801901 9.8594649 10.4784493 9.0896258 6.8381387 9.1558944 11.1401387 8.4876093 14.7489523 11.4709092 12.0089319 13.1685706 10.9265208 0.7243883 10.1247427 10.4650210 10.4330498 9.0929033 8.0350096 10.1642278 12.9645920 10.6551343 11.4272189 6.0190169 6.6009135 4.8329204 10.3210526 12.2228722 7.8012123 0.3094090 -1.2754370 11.3063036 12.9867120 10.9268085 7.2828179 11.0667494 12.0352937 12.9754354 11.2758649 10.0406785 10.5706708 7.5220581 9.2371373 6.3243102 9.0786464 7.3897329 10.5812115 6.9817853 9.2942524 13.3493032 8.6742237 11.9371972 10.5357716 2.1838358 13.3876770 6.9176764 6.9675710 7.7711666 9.9538167 11.0071958 4.1506653 9.4700713 10.3781377 8.1527569 11.6310996 7.1167141 12.1211355 12.8954173 -0.2756117 11.9105112 10.9520129 10.7941823 3.1838358 11.2309525 9.4021165 3.7243993 10.7888029 6.9770624 9.1048579 7.3861746 10.3678022 9.9709832 5.3968240 8.2751435 6.6372856 11.7192807 10.8533579 11.0261789 12.8125226 10.0769922 10.6749528 10.1889426 11.5030901 7.8250593 6.9043059 10.2122370 10.2092198 3.0463164 1.0463514 1.7243883 11.0135513 10.7968913 9.3977061 2.3093508 8.7796793 8.4369239 9.6814990 TCGA-BP-4346 57 1 1493 NA kidney stage iii t3b n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4130061 9.1037853 9.6170009 1.6382129 6.7930375 9.4837090 0.6382129 11.1710619 11.1751947 10.1836661 2.3386526 10.9645474 12.4167069 10.9244880 8.2854258 9.5704337 15.5784294 9.5170363 7.8403430 9.6061657 5.9691367 10.1022542 7.3386588 10.7509843 5.0644820 12.3831579 1.9615863 9.4322368 9.4844928 10.0764911 8.8897014 2.0976445 9.9125972 8.5451097 12.5392744 7.2928554 16.2809653 8.1870407 10.8224249 6.8081443 11.5174193 -0.3617871 1.9601410 13.3749909 11.0853022 8.7519611 6.0219238 8.3576079 9.9038341 7.5269624 11.0602838 9.0219233 9.3176991 8.8131447 8.2820751 -0.3617871 9.8604101 8.8056372 9.8688400 10.0950867 9.3627329 7.7955657 11.8576341 9.4064034 12.8521586 4.1928096 0.6382129 9.7136982 9.3475354 9.2042730 10.2104455 0.2231754 4.4455744 5.7675012 13.3654481 6.5865861 10.8227845 12.3331210 10.0018063 9.2820751 9.3247195 5.4962003 7.4097083 10.3623065 10.9559142 9.6564191 11.3175078 10.7594288 8.3746209 8.5269624 10.4407354 6.4583984 2.5451035 5.1773797 8.0770106 -0.3617871 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8.7177038 9.5829312 11.5535382 NA 9.3805284 9.0445408 10.5499855 7.6853431 10.9899864 9.5785325 9.6550273 9.2648406 8.9825148 11.4509980 10.8305118 10.0235422 10.7200353 8.3813703 10.0864180 7.1966395 10.6176442 5.3931073 8.6747223 10.0380310 0.00691850 0.00427710 0.01877800 0.00080699 -0.00459440 -0.00182630 -0.01267000 -0.00127220 -0.01266000 0.00691850 0.00691850 0.00691850 0.00427710 0.00427710 -0.46346000 -0.46346000 -0.46346000 -0.46346000 0.00650120 0.00080699 -0.47323000 -0.02135300 0.00191680 0.00191680 -0.01267000 0.00000000 0.00163930 -0.10714000 -0.00693010 -0.01108400 0.04795200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3026663 6.6989144 9.4212172 6.8597099 -0.3617871 9.5865863 7.9073456 9.8411020 9.1715486 11.4594010 10.1098942 1.4455678 6.3317052 9.3377914 5.2080763 6.7623408 10.8418729 6.1773777 1.4455678 7.4423497 6.2529284 1.4455678 8.7993509 7.1966395 11.5324096 11.3373576 10.4355117 8.7930372 1.8081379 -1.3617871 2.2231754 9.7276695 7.9869473 9.8311283 -1.3617871 9.5533515 9.5719096 10.7542380 8.1420448 10.0639594 8.8427900 5.9420007 11.0113561 6.5390859 9.8902930 10.0507889 6.6097623 6.7519617 9.7597526 6.7623408 12.7979327 10.0754509 10.2950907 13.4755020 12.7487023 8.1656959 9.4797833 10.1012325 7.6550276 9.6061657 8.5982208 12.8589752 7.2529284 9.3317059 5.2381334 1.8081379 9.8712395 9.0655319 13.0184095 10.8778175 12.8521586 9.5800002 8.3880883 10.3771556 10.7924042 10.0018063 15.8025367 11.3175078 11.7895527 12.6180907 10.7613705 3.0305303 11.8070478 9.6162143 10.6406825 8.9236213 8.1696004 9.9293897 12.4620838 12.1732513 11.3170370 2.7256757 7.3627329 6.5147361 11.1340740 12.7828772 8.2362716 0.6382129 0.9601410 10.8056372 12.6349573 11.4694728 7.3490255 10.7882836 11.3972750 12.7729662 11.3373576 11.5265817 9.9847327 9.5600599 11.5467993 6.9328395 9.0518471 6.5208622 10.1149652 6.7675025 6.3386580 12.1628476 9.2052244 11.8272714 10.5964092 -0.3617871 13.4743187 8.1013959 8.0390984 8.4869516 9.4342585 10.0369628 5.2675770 8.8585974 9.7911376 8.4244888 10.6385712 7.3317061 13.0053607 10.5132004 0.2231754 12.4591957 10.5570823 10.8897015 2.0976445 10.5315206 10.2085491 5.7571593 10.6237052 6.1851133 9.0305364 6.5147361 9.7069972 9.3082114 6.9511017 8.2621005 5.4455744 11.0348238 10.5567096 11.1595741 12.4781117 10.1395586 10.6382190 10.3809495 10.8595040 6.9374268 7.2455489 10.0230027 9.8143921 1.9601410 6.0976508 1.8081379 11.0731078 12.6972465 9.3079899 5.1773797 9.3805284 7.4064032 10.3889260 TCGA-BP-4347 74 0 NA 1367 kidney stage iii t3b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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10.29615831 9.80745024 8.71240904 9.74185660 -0.91866037 5.80915202 8.71876266 2.47355315 11.96607041 10.47569483 10.37326615 6.89821561 12.42431722 13.08505747 11.47032566 8.17647088 10.70808194 15.37921415 9.46978771 9.15671135 10.04737711 5.50749656 9.89180375 7.14462766 10.16570835 6.25615773 12.22214180 1.08304313 7.80584832 8.47676645 11.70007644 9.54730869 6.42108188 9.22970880 8.45844271 12.06146101 8.24236385 15.63219134 9.77515460 9.73605618 7.21565821 10.62426396 -0.91866037 3.36662996 12.26051927 11.58145162 8.32440605 3.50750290 8.55493797 10.40372371 7.54679879 10.83549337 8.76247041 9.40428687 8.82269924 9.14192805 NA 10.07982262 9.16204962 10.13108076 10.37499120 9.54168810 8.20276542 11.27868693 9.47301285 12.52287955 0.08120326 0.66621122 9.88253637 8.70967766 9.05133811 10.44290183 -1.91866037 6.92985490 6.00009467 13.75227558 0.40315863 10.74412299 12.48097737 9.02740732 9.16869493 9.09385671 3.40315863 6.99412146 10.53218564 10.96483006 10.26114127 11.96589209 10.78513569 8.75011706 7.46709440 10.73743352 5.02374770 1.54067207 2.16870621 7.63390123 0.66621122 -1.91866037 10.08193648 12.79198477 8.44207928 10.61017461 9.89059838 1.54067207 10.75740960 8.36894466 9.97085394 11.70408472 6.87564861 9.60675294 8.72508843 6.75990283 9.81509489 8.75100303 11.27306247 10.84049620 14.10101832 8.64750520 11.19057313 9.46331572 10.85684240 9.24676720 12.24966923 NA 8.75454115 11.33064192 9.51537027 8.26592160 9.94580520 11.88788247 7.46709440 9.87198792 11.14698488 10.93590581 5.30040198 9.77123012 8.67968488 5.26113962 7.32678450 -1.91866037 9.05133811 7.18452033 12.69841260 9.89661547 8.60577395 11.15620983 10.72170306 9.27906311 8.80659827 10.72380964 8.86423042 8.05277561 10.11499929 3.25115857 4.29068243 8.72598990 5.94523312 5.68856365 4.80915202 10.80233137 8.09245959 10.00975053 7.08545228 -1.91866037 -1.91866037 10.89881547 10.37470381 11.40695922 11.36258265 11.64060922 9.69732138 9.13460138 6.39592823 12.31978616 11.02612717 9.84858899 11.75155644 -1.91866037 -0.91866037 -0.33387970 9.96043250 8.14327810 9.75321541 6.77819938 12.27698883 15.35905530 11.76904522 7.84875437 9.85766522 NA -0.33387970 -0.33387970 2.08123735 14.28712083 8.00901007 9.24425274 11.82942501 NA 8.28458030 8.91590865 11.05349403 7.52210127 10.73765702 9.52831540 9.98285329 8.00752799 9.05205718 11.57208304 11.17250220 9.54985627 11.26176298 8.19887521 10.30879691 8.32559599 10.84382183 5.50950900 8.83003724 9.78600034 2.1930e-03 3.5626e-01 -4.0462e-01 3.9080e-01 -4.4312e-03 -4.1952e-01 -1.0370e-02 4.7155e-03 -3.3243e-03 1.5255e-03 1.5255e-03 2.1930e-03 3.5626e-01 3.5626e-01 -4.0462e-01 -4.0462e-01 -4.0462e-01 -4.0462e-01 4.1593e-04 3.9695e-01 -9.3867e-05 -4.2857e-01 4.3501e-03 4.3501e-03 -1.0370e-02 -2.0784e-03 0.0000e+00 -4.1399e-01 5.8309e-03 -2.2168e-03 -1.1335e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.405 -0.405 0.000 0.000 0.397 0.397 0.000 0.000 0.000 0.000 -0.412 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.405 -0.405 0.000 0.000 0.397 0.397 0.000 0.000 0.000 0.000 -0.412 -0.412 0.000 0.000 0.000 0.000 10.0695617 6.6624334 10.8719879 7.1495541 NA 8.5949598 7.6624327 10.8457887 9.6386958 11.3785497 10.4703257 0.4031586 6.5488373 9.1772885 3.1686902 9.7967652 11.0529553 8.7250884 -1.9186604 7.2335171 4.5074966 0.4031586 8.7729756 3.6959382 10.7081959 11.0257612 10.5199513 7.4031603 1.0812033 NA 0.8886166 9.7492307 8.4530088 9.0455729 -1.9186604 6.1473209 10.317246 10.425251 8.089661 10.104640 9.051338 5.688564 10.787728 4.681146 9.432171 9.991125 7.075586 7.258652 9.905793 7.398645 13.157797 9.492743 10.383871 13.937269 11.970831 7.883748 9.161383 9.377001 6.608709 9.710133 6.152695 12.841952 9.011969 9.487969 5.385013 3.438785 10.402878 8.148667 13.029554 10.118093 12.522880 9.242994 8.279677 7.490623 9.730488 9.027407 15.036383 11.965892 11.320383 13.921789 10.902408 1.540672 10.253660 11.101518 10.214696 8.751003 8.777330 9.797194 13.061595 9.915308 11.007156 2.403159 5.189757 6.086856 11.329605 12.859515 7.147321 NA NA 10.387864 12.708538 11.482356 7.577087 11.152695 11.3353750 13.1140097 11.0257612 10.8916030 10.2657976 6.4299607 10.9790776 6.8260654 9.5690722 7.0784113 10.5683185 5.6510890 7.2955513 13.2582382 9.2347841 11.7387739 10.0702718 3.2906898 13.8271690 7.2581533 6.4210819 9.6574378 10.4538252 10.5496016 4.4031586 9.4354815 10.4961816 7.2858035 10.6045491 5.2611396 10.8627968 11.2013080 1.4031586 11.9087733 10.3148518 9.9832303 0.8886166 11.4595270 10.0163971 3.5406597 9.9473519 3.8361160 9.4735495 7.5710799 9.8905984 9.4920386 3.3291667 8.7439007 6.0980405 11.3306419 10.1982259 11.2349425 12.6984126 10.6237804 10.8348667 10.1149993 10.8958147 7.5830692 5.5074966 9.9989772 9.2833560 1.6662112 2.4735532 2.5406721 10.1563770 11.7373866 9.3787216 6.3100510 8.2845803 7.9699753 10.0455731 TCGA-BP-4349 68 0 NA 372 kidney stage i t1a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 7 3 7 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6219947 8.5931535 9.5631648 2.1557492 6.6422481 8.8410812 3.1557492 11.2234067 11.1239350 9.9431067 6.6422481 10.3922169 11.6189320 11.2352331 8.4617189 11.2482852 16.1835607 9.7026427 8.5903763 9.6622212 5.5820140 9.9392923 7.2918853 10.6618906 6.2850304 11.7069759 2.7221600 8.2939176 9.7990033 11.8303819 9.3692575 5.5365689 9.8751371 8.1688381 11.8913043 7.0302169 15.0640469 9.5444831 10.5830506 7.5537790 10.6121027 NA 3.4776773 13.9437188 11.9735314 8.8068000 3.0302125 7.8677019 9.6694759 7.6476016 11.6129581 9.1734845 8.7971978 8.3406237 8.9769908 -0.4291485 9.7154440 8.7716842 9.9327296 9.7407107 9.4526644 8.7741337 11.3547498 9.8842357 12.2067306 0.8927407 0.1557492 9.7331770 8.9190272 9.1253747 10.0928768 NA 6.4534287 4.7205302 13.8832433 6.1854959 11.6502706 12.6405712 8.2361219 9.6929666 10.1176802 3.6582458 7.1595000 10.5362093 10.6185913 9.8619564 11.6549996 10.3513255 8.7984018 7.1519866 10.6678302 7.4625693 2.6582572 5.2146416 7.9631030 -0.4291485 NA 9.4985638 12.6330006 9.6675010 10.6062722 9.3496842 3.5707908 10.5935004 8.3105664 10.6438294 10.9222772 7.1669755 9.5615988 6.8608052 5.8443957 9.8994607 8.6314816 11.1415902 11.2243027 12.8495256 9.2134513 11.6043808 9.1041154 9.7160810 9.5103650 10.2195927 1.7407117 9.0312416 11.2807312 10.9835620 8.6541455 9.7929768 11.4455750 8.7618451 10.3177199 11.5017079 11.2544384 5.5133012 10.1808878 8.7890827 4.5480667 7.2502662 0.5707544 9.2511453 6.8139594 12.6682419 9.5351266 9.0312416 11.3044367 10.6372114 9.5000441 8.7593746 11.0368010 9.1070329 7.7704584 10.1055750 2.2712165 4.7000679 7.4955984 2.8187074 6.8044060 4.3521441 10.2249742 6.9970507 10.0636104 6.7798493 -0.4291485 -1.4293428 10.9153591 10.5022620 11.7256039 11.0970405 12.1796181 8.2694905 8.3667279 5.8915407 11.5986918 10.9019827 9.9944270 11.4432683 -0.4291485 0.1557492 NA 9.8139598 8.7556611 9.4365190 6.5651386 13.1815223 14.7520933 11.6105616 8.8737560 10.0194184 0.1557492 1.3781232 NA -1.4293428 14.7425881 7.9150816 9.6864797 12.1502196 NA 8.6832252 8.5217206 10.6766942 8.2935935 9.8317053 9.6388922 9.8659807 9.3080332 9.1501017 11.3420689 10.9005821 9.4851710 10.6103903 8.1292062 9.9980986 8.7704581 10.9796462 5.6333179 8.8041058 10.3160399 0.00000000 0.51699000 0.00374650 -0.00055444 -0.00871460 -0.01285100 -0.01752900 0.01572700 0.00708260 0.00000000 0.00000000 0.00000000 -0.01514500 0.51699000 -0.55096000 -0.52645000 0.00374650 0.00374650 -0.00263220 -0.00055444 0.00180300 -0.01285100 0.00610900 0.00610900 -0.01752900 -0.00636680 0.52976000 0.00083195 0.00638710 0.01754400 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.0765973 7.0706319 10.2164442 7.9078725 0.1557492 9.2083163 8.4426910 10.8033386 9.4739145 11.5895041 9.8014067 1.3781232 5.9195141 9.8410811 5.2324228 8.9727320 10.4411505 6.8608052 0.5707544 7.3877692 4.4287655 0.1557492 8.5806143 7.7851052 11.0497373 10.8596519 10.9024921 7.3941531 NA -0.4291485 1.7407117 10.1486866 8.2218375 8.9588030 1.5708029 6.4349718 10.611418 10.314779 8.315620 10.778105 8.620634 5.352144 10.536570 3.524979 9.424095 9.688429 6.604209 7.425654 9.691672 7.806800 12.724575 10.490766 10.209222 13.874994 12.763233 7.604208 8.849235 9.937108 6.582012 9.821676 7.994952 13.176902 9.988638 8.788743 6.054601 4.548067 9.863107 8.255534 13.388769 10.853874 12.206731 9.439608 7.181810 9.691024 11.871996 8.236122 15.705022 11.655000 11.163476 13.026498 10.326925 1.378123 11.130641 10.462949 10.025599 8.631482 8.414707 10.186415 12.317090 9.384567 11.250706 2.477677 5.700068 5.636874 10.738204 13.008018 6.471652 NA -1.429343 9.962566 12.601280 11.215958 7.570785 10.929437 11.810086 12.473067 10.859652 10.937108 10.344749 6.185496 10.749139 5.501522 9.068637 7.267753 9.960955 6.228998 7.967391 12.690221 9.033288 11.415884 10.568318 2.963104 14.085870 5.404437 5.604208 8.852913 10.087963 10.497823 6.243210 8.691024 10.342688 8.590376 11.229220 4.125378 10.364795 11.487598 3.477677 11.444422 10.671120 10.576410 2.378151 11.161373 9.628777 3.740712 10.111882 6.062640 8.454956 7.278145 9.349684 9.314156 4.094346 9.838743 4.963104 11.280731 10.596527 10.837865 12.668242 10.646933 10.951517 10.105575 11.306130 7.527887 5.390963 10.012692 10.051576 4.125378 4.378144 NA 10.822860 12.401366 9.091404 6.565139 8.683225 8.017869 9.927238 TCGA-BP-4351 51 0 NA 970 kidney stage iii t3a n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2375231 8.1367933 8.8393090 6.8229353 12.5704591 6.5238160 NA 9.9709809 9.7515032 10.3861804 10.1710633 4.0213198 1.6587370 10.6058613 9.4183966 10.2280593 10.0430674 6.2177135 5.6062794 9.7530125 10.2237121 7.9651332 11.4033397 8.1800663 10.8247298 10.6199891 7.8429129 10.2875822 1.4363751 10.2607822 9.7799096 9.9670852 8.4679401 2.4363484 9.8239331 2.0245325 8.9507390 8.6212292 2.3108345 9.9093830 9.6343894 9.5596130 9.6303636 4.4059787 7.1551724 8.6905952 9.0693488 11.4328272 11.4543220 8.3532284 5.6195744 10.8133762 12.8447719 10.6842812 8.7642805 10.8124791 15.4257778 9.8688957 8.6146035 10.0675308 5.9282069 10.0175544 7.5724903 11.5928582 6.8848140 11.6717697 3.9640936 9.9329346 9.1540302 11.8501579 8.8944185 5.2089425 10.2522706 8.3572027 11.9525462 6.8343851 14.2197886 9.1040567 10.5566434 7.3827727 11.4918621 NA 8.3472462 13.4525817 11.3808218 8.8301016 2.3108345 7.2307698 9.9120871 8.4382309 11.3256041 9.3311716 8.7186699 9.0608445 9.1766968 0.8513593 9.4069390 8.6029352 9.3311716 10.3576988 9.2458538 10.1631395 11.0672518 9.9800300 12.1491673 2.9388503 1.4363751 9.8322448 8.9056972 9.3798453 9.8506866 1.8513993 7.7093720 3.4952474 14.3324338 6.8513918 11.6054436 12.8582432 8.3749534 9.6874416 10.2681887 3.2437148 7.0162980 10.0921826 10.8186175 9.9670852 10.7821618 10.6850720 8.5995841 7.9120870 10.5596129 6.6842816 3.6587485 6.3189964 9.1275157 6.6779395 2.1733194 11.1117227 12.7199244 9.7530125 12.0142546 9.3230665 3.9806743 11.0596256 8.0162980 10.5394317 11.6386817 7.5690680 10.2269737 6.2860199 7.5238168 10.1105459 8.1414103 11.0912881 10.9026002 12.5324100 9.6032115 11.8753188 9.0826124 10.1614359 10.3755068 10.4002131 -1.1484808 7.7939056 11.2763448 11.1624073 8.4630617 10.1800662 10.8556117 9.1181777 9.6530996 11.3161922 10.8207778 6.0213154 9.7263726 9.0609785 3.8513893 7.5827103 2.1733194 9.6603554 6.7217554 12.5614443 9.2447817 8.9012398 10.7802797 10.4843864 9.5639183 7.9832484 10.9559933 8.8930503 7.2307698 10.2660765 3.7582819 4.8513893 7.4661009 3.0213198 8.0705600 4.1367902 9.9046384 6.7217554 10.1380010 7.6103140 1.8513993 1.1733194 10.8598199 10.6066961 11.9745426 10.7691362 13.0958294 8.0632797 9.7828453 5.9846873 11.4162552 10.8605200 9.8471584 10.8026760 NA 0.4363751 NA 9.6579408 8.9883822 9.9059955 5.6715708 12.1049433 14.0998748 11.1548866 7.4853310 9.8350975 0.4363751 0.8513593 -1.1484808 NA 14.7526353 7.8598199 9.9481064 11.6380693 -1.1484808 8.4752726 8.5326999 10.5729177 9.1263516 11.1851057 9.8820584 9.9073514 9.4789251 8.9467882 10.7405148 10.9729247 9.9909425 10.6727666 7.8848140 10.3683617 8.1778206 11.8066779 5.5033042 9.1285275 10.8699392 -0.096044 0.170070 0.182300 0.566850 0.171510 -0.113780 -0.113910 -0.109850 0.000000 -0.096044 -0.096044 -0.096044 0.170070 0.168500 -0.501420 -0.501420 -0.501420 -0.501420 -0.371950 0.571300 -0.091552 -0.103950 -0.380440 -0.380440 -0.105260 0.166250 -0.106050 0.181020 0.168350 0.148310 -0.028284 -0.105 -0.105 0.166 0.166 0.167 0.167 0.000 0.181 0.000 0.168 0.168 -0.110 -0.110 0.206 0.206 0.148 0.148 0.000 0.000 0.164 0.164 0.175 0.168 0.170 0.170 -0.501 -0.326 -0.379 -0.379 0.571 0.571 0.000 0.000 0.167 0.167 -0.104 -0.104 -0.380 -0.380 0.000 0.000 -0.105 -0.105 0.166 0.166 0.167 0.167 0.000 0.181 0.000 0.168 0.168 -0.110 -0.110 0.206 0.206 0.148 0.148 0.000 0.000 0.164 0.164 0.175 0.168 0.170 0.170 -0.501 -0.326 -0.379 -0.379 0.571 0.571 0.000 0.000 0.167 0.167 -0.104 -0.104 -0.380 -0.380 0.000 0.000 11.1240210 7.8429129 9.8848142 7.6581665 NA 9.2575962 12.4989621 10.7091546 9.6474309 11.1229360 9.4761866 3.0993120 5.8286722 10.0356467 4.3108200 9.6795278 10.7612843 6.2860199 1.6587370 7.5995841 3.3108200 -1.1484808 8.2264305 9.3502404 11.4729853 10.8429131 10.7380595 7.4880160 4.9599139 NA 0.4363751 9.5690676 7.9120870 9.0188094 1.6587370 6.5518313 10.1778208 10.1419861 8.2650191 11.7700682 8.8012178 7.2734562 10.7344163 5.7582819 9.1333213 9.5087097 7.2394085 6.3749525 9.6731652 7.6968813 12.2024685 10.8978332 9.8605200 13.3558999 12.9974825 7.4004824 8.4642598 9.6787339 7.0993184 9.7363248 7.3352072 13.1223435 9.1321619 8.7657764 7.9335402 2.3108345 10.2922604 9.2490658 13.1176654 11.1688038 12.1491673 9.2766072 7.5024428 11.4877893 11.3276311 8.3749534 14.8316424 10.7821618 11.1405456 13.7889030 10.8657605 0.8513593 11.8460982 9.1263516 10.8272392 8.1414103 8.3761484 10.0675308 12.2306342 9.7062596 11.2802748 6.2089425 7.1597301 7.0753925 10.2394085 13.1719803 6.4169123 1.1733194 -1.1484808 9.5995841 11.8830924 10.9327981 6.7762040 10.7832368 11.668375 12.646924 10.842913 11.721756 10.174446 7.041216 10.853503 5.917479 9.062063 7.502443 9.762034 7.965133 7.484386 12.712319 8.671570 11.341741 11.240216 3.243715 13.840564 7.981833 7.089796 9.232025 9.891681 9.743934 4.938855 8.033786 10.088601 9.065030 11.780650 4.495247 10.186782 11.472756 1.173319 12.323193 11.042450 10.589483 2.758282 11.746777 9.723296 4.343244 9.650673 4.405979 7.343244 9.377890 9.323066 9.730362 3.709368 9.180066 5.592858 11.276345 10.567782 10.592858 12.561444 10.342743 10.963179 10.266076 11.254670 7.636026 6.975512 10.104648 10.149454 3.374956 2.758282 3.658748 10.907351 12.268772 8.820058 5.632751 8.475273 8.755273 9.601261 TCGA-BP-4352 74 1 344 NA kidney stage iv t3b n0 m1 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 3 2 5 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774411e-06 4.161616e-07 8.60215053763441 20.4301075268817 17.2043010752688 39.7849462365591 13.9784946236559 8.2626483 11.0393094 3.5139455 5.8578939 9.9651502 5.7676945 4.1354282 9.7123502 8.8496731 -0.1865574 2.7461192 8.2292413 5.3680873 8.6652485 9.6079152 9.9784063 12.5208586 1.1354035 5.5549664 10.8120723 13.3222846 12.4852683 11.1038064 10.7695125 6.7618663 8.0366325 6.1885394 13.9496795 7.7293787 NA 7.2688264 10.7449757 9.8768945 9.9594315 3.2729339 3.6714859 9.2481278 9.8503599 8.6495497 9.0094869 7.4609579 1.3984598 9.5800284 11.3478023 9.2973152 7.0326684 1.9834223 10.2517715 10.2677988 9.3555641 11.7111559 2.9009537 9.1444163 10.0131718 9.7105886 7.9246350 2.9203505 9.3760852 2.9898293 9.6108772 8.5733878 3.8578914 10.7368269 9.7037638 9.0411154 9.6523961 1.3984598 4.0988995 9.0411154 3.2729339 12.9495293 11.0670515 9.9853018 3.5139455 9.8875137 11.2968114 10.0849625 9.7198264 10.2621320 15.2900083 10.3895113 7.5515914 4.8358685 5.9934094 9.9927866 8.0637979 10.7720522 8.0107161 13.7814912 3.4785448 9.5488693 4.7676972 7.6143992 9.1644386 NA 10.1477727 9.9434263 12.3300613 7.4059566 14.5701725 6.9733713 12.8303286 7.9115316 9.5558089 0.3984598 11.5989519 12.4539704 10.0878776 10.3579810 3.2729339 8.8903151 7.0802856 12.4016284 12.7968494 8.8163146 7.3448809 7.3053522 8.9721090 1.3984598 8.8714913 8.5633690 10.6738105 10.3272270 10.2590316 6.5208591 10.7370572 10.7735014 15.0699846 3.3984598 0.3984598 9.8829493 9.5357178 9.6030330 9.2811050 -1.1863932 2.2729190 3.6208562 14.4369523 5.3212932 10.9052654 2.7203879 7.5583335 10.6487604 10.9098852 3.2729339 7.3603941 11.5897268 9.9485674 12.3440277 11.3450174 10.6208543 9.6503388 6.7022433 10.1252478 5.4717110 6.7143664 6.6652478 9.3507178 8.0965876 0.8135247 11.7762147 12.7862101 10.7918524 6.0896231 9.3063541 4.0614306 10.8452006 8.8943170 10.3723411 1.8134836 5.4134113 9.5566509 6.7022433 6.4971253 8.8916504 8.2079621 10.8469225 12.3814555 9.0156233 10.4126312 12.6311827 8.3193108 9.4573556 11.9909190 12.3512032 4.7203879 7.8134997 11.0575659 4.8019553 6.2948137 11.3570654 10.4286693 9.6168234 9.1104157 12.5857109 11.2616157 4.8578914 11.0208189 9.6538919 5.8903154 11.4357801 1.9834223 8.4555512 7.7442365 11.9782493 7.8849617 8.3311687 10.1184211 10.6148036 8.2186407 3.7203879 11.3480698 8.8889785 8.1533494 10.3904561 3.3984598 2.7203879 7.7022427 2.9009537 5.5683879 4.8358685 9.2429061 3.5683848 11.2898432 8.3332144 1.9834223 0.3984598 11.1936899 10.9594316 11.7401661 11.3861997 12.8744486 5.2892332 7.0471195 5.2188122 9.3738322 10.2739554 10.1494480 10.6776856 4.4573579 1.3984598 0.8135247 10.2755466 10.3458554 8.8809337 NA 10.9635640 10.8050213 9.1012117 6.7445325 9.7914949 NA 0.3984598 -1.1863932 NA 11.7349685 8.1993617 9.5268859 11.4385233 NA 9.3516884 8.3695071 10.6656387 9.4761678 9.6062897 10.8731819 9.4373809 10.4337193 9.5087277 11.1340180 11.0655735 9.1421745 10.5841633 7.4929796 9.7758894 6.4859243 11.1497271 4.5683848 10.1722276 11.7198264 0.789870 -0.019589 1.271200 0.842780 0.833330 1.258500 -0.278220 -0.164590 0.420490 -0.693960 0.305850 -0.250670 -1.151800 -0.095780 -0.227480 -0.214780 -0.230310 -0.230310 0.250740 0.962670 -0.209210 -1.292900 -0.208460 -0.230110 0.233180 -0.214750 -0.735910 -0.723760 0.453600 -0.187850 0.354300 -0.045 0.233 -0.213 -0.213 0.299 0.299 -0.736 -0.724 -1.243 0.406 0.406 -0.683 -0.165 -0.168 -0.168 0.304 0.304 0.306 0.306 -0.706 0.177 0.346 1.326 0.000 0.000 0.552 0.767 0.237 0.237 0.811 0.811 -0.243 -0.243 0.835 0.835 -1.284 -0.306 -0.218 -0.218 0.420 0.420 -0.045 0.233 -0.213 -0.213 0.299 0.299 -0.736 -0.724 -1.243 0.406 0.406 -0.683 -0.165 -0.168 -0.168 0.304 0.304 0.306 0.306 -0.706 0.177 0.346 1.326 0.000 0.000 0.552 0.767 0.237 0.237 0.811 0.811 -0.243 -0.243 0.835 0.835 -1.284 -0.306 -0.218 -0.218 0.420 0.420 11.5779564 6.3757415 6.2564427 8.5734207 3.2058147 10.0156233 11.5515917 10.5257427 8.9194080 11.0921812 10.1477727 2.3984598 4.9220218 10.1972038 3.3984598 5.5549664 10.7275108 6.7022433 2.3984598 9.0861293 4.2397646 1.1354035 8.8134994 3.9834223 11.4470601 9.9784063 10.7788003 5.5683879 -0.1865574 -1.1863932 2.8135042 9.5388658 7.6143992 9.0954295 NA 6.5000005 11.409689 10.317822 9.494738 12.034180 7.793639 6.750137 10.077355 5.022954 9.775672 10.043520 10.337061 4.061431 10.113280 6.344882 12.130629 11.721517 9.777840 13.169814 14.298605 8.340977 10.565044 10.387620 5.911531 10.171601 7.584989 12.706042 6.478836 4.541422 6.998375 4.513939 10.537587 8.723393 13.582562 11.138805 15.069985 9.493859 8.013172 10.500875 11.655457 7.558333 16.207074 11.345017 12.107258 14.194062 10.446040 4.098900 12.343296 7.561692 12.568387 8.207962 8.591577 10.632481 11.283396 6.607915 11.154740 1.983422 9.762597 2.983422 10.233986 12.137539 6.321295 2.720388 1.620868 10.457806 12.665346 11.586406 6.568386 9.736084 11.3421977 11.7660587 9.9784063 10.8120723 11.1038064 5.3212932 12.8624120 5.1172795 8.3642463 4.9009634 9.1982832 9.2973152 5.9530510 11.9101043 8.2952987 10.9151469 9.5337438 1.3984598 12.5577026 9.2912273 8.0779421 8.2608306 9.8170174 6.4645507 -1.1863932 7.9272417 9.7068009 7.5515914 11.3343636 1.9834223 8.2585142 9.2292411 1.8134836 10.6392532 11.9361657 10.1539059 NA 11.4737182 9.1798218 3.2729339 9.1874520 4.9009634 7.2313518 5.4282094 9.3063541 10.0548869 5.4134113 5.5816827 6.0326673 11.0575659 11.3346091 9.3623213 11.9782493 9.3232744 9.3728766 10.3904561 12.2995802 7.1218381 5.7442365 9.8755456 11.3071048 1.6208679 0.3984598 -1.1863932 10.4859248 12.2788630 8.2543687 1.8134836 9.3516884 7.3252524 10.1320422 TCGA-BP-4353 61 1 375 NA kidney stage i t1 n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 5 2 8 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0968332 10.4107298 8.8352356 7.0068007 10.5046650 8.0604392 9.6334172 9.2712011 9.4906656 0.2253983 -0.1516825 4.2254446 5.8499317 10.4283814 6.3058155 10.7401554 12.7878428 7.0155188 8.6544993 11.1164655 10.9250138 13.5702181 9.9674700 11.6732133 8.7851369 7.3649926 7.8154044 13.0346126 6.3886717 -1.3595642 8.8449521 8.9669083 9.5269376 9.5100726 2.3409325 1.9624010 9.0220218 9.1393280 11.7204636 11.0360130 6.3751889 10.6597220 10.4028608 10.2919791 6.6848734 11.6177588 5.4859677 10.3120199 11.5822601 8.5990317 7.1323321 4.3409183 11.6461034 9.6558938 10.4353008 8.4119685 0.2253983 9.9689855 1.6404821 9.2431778 7.8596472 NA 9.6510070 9.7292671 8.3581553 9.7352956 1.2254600 7.1323321 8.7119412 7.6376581 11.3256656 9.0024227 11.8710998 6.1561782 11.8724485 10.1674671 11.2060570 8.5336439 10.6704562 14.7336075 9.7011748 9.0176892 9.5390803 5.2698336 10.2565682 7.9736342 10.0993980 8.5413456 12.6842751 1.6848636 8.1247179 6.5888465 11.0706700 9.3624324 2.7279422 8.7825858 9.3225956 11.7151221 8.3478379 14.6449080 9.4891017 10.8845037 8.0392223 10.8797790 NA 7.5533682 11.6399504 10.4769238 7.1640410 5.1640421 7.3022569 9.8728997 8.8053857 10.3551536 9.4630496 9.4283813 9.4914469 9.5756438 0.6404358 10.0808290 8.8104039 8.6739019 10.9892070 8.9212495 9.3365771 12.1486797 9.2725652 12.5439841 0.2253983 2.3409325 10.2413210 9.1682978 8.1893007 10.0693624 -1.3595642 3.6404821 1.9624010 14.1648981 6.2027214 10.4546607 9.6766525 9.2761970 8.7658924 9.0656948 4.8499342 6.1796384 11.1475301 11.1524785 8.9680314 11.5841731 11.3080340 8.3869933 10.2003339 10.8404578 1.9624010 3.2254446 3.5946799 7.9442593 0.2253983 NA 10.6793978 13.3685056 8.1040032 9.1571637 10.2712010 1.9624010 10.1955472 8.0370835 9.6274870 4.9624056 7.2103343 9.2561084 7.9119420 6.2329351 9.8668910 9.5526197 11.2696078 10.5924920 13.4379884 8.1263080 10.8529752 9.3836302 10.2574871 10.4731750 7.9465408 -0.3595642 7.8499324 11.9173302 6.6760473 7.7745459 8.5154602 11.8830575 8.1738085 9.9396869 12.4079391 10.3159949 4.9980330 9.9101900 8.2656033 5.2551872 7.7671834 0.2253983 9.3760349 7.2478089 13.1458562 9.4914469 8.8303035 11.7860926 8.9947282 9.9107742 8.1423159 10.3009651 8.9947282 7.3093636 10.5990315 1.2254600 5.0498703 7.0284962 2.6404821 7.2915308 4.7490032 11.0185027 6.1403247 11.2144549 7.2482900 NA NA 10.4490409 10.5593421 11.1040032 11.0509302 10.4988484 8.6390693 9.0803096 6.1985943 11.5498094 11.6364226 10.0797904 10.9436888 -0.3595642 NA NA 9.8106356 8.9096054 9.9419750 7.6461036 13.5452545 14.6584399 10.8969824 7.5087456 9.7984572 -0.3595642 0.6404358 NA 0.6404358 15.5853739 8.5352968 10.0771904 12.6075249 0.6404358 8.7914954 9.3174056 11.1890600 6.8692977 10.7440945 8.7568228 9.7038740 8.0604392 8.8907771 11.1393280 10.6037362 9.8692976 10.8713999 8.7025249 10.3931648 9.8590421 11.1645307 5.5972332 7.6629297 9.5100726 -0.2307700 0.0217780 -0.4854400 0.5145900 0.0115520 -0.2390900 0.0058654 0.0072562 -0.0987810 -0.2307700 -0.2307700 -0.2307700 0.0217780 0.0217780 -0.4839000 -0.4839000 -0.4792500 -0.4792500 -0.2224100 0.5133700 -0.2230200 -0.2390900 -0.4890800 -0.4890800 0.0058654 0.0131080 0.0212180 -0.2367200 0.0083696 -0.0057797 -0.0721070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.237 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 -0.484 -0.222 -0.222 0.513 0.513 -0.228 -0.228 0.000 0.000 -0.239 -0.239 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.237 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 -0.484 -0.222 -0.222 0.513 0.513 -0.228 -0.228 0.000 0.000 -0.239 -0.239 -0.489 -0.489 0.000 0.000 9.5185298 6.2843346 10.7873657 7.1103643 0.2253983 8.4670271 10.2051047 9.5501094 11.3815244 10.9245742 10.0870452 2.7279422 6.0999095 8.6177587 3.9258855 7.2551891 10.7256193 7.9119420 0.9624380 6.6120222 3.9258855 0.6404358 8.8003502 8.5488716 10.4623605 10.7401554 10.3745321 7.5741696 -0.3595642 NA -0.3595642 9.1121541 8.4397603 8.9177662 1.4478436 6.3129047 10.936822 10.143311 7.344382 11.521975 8.232936 4.769761 10.884843 5.640479 10.005161 9.681453 4.810402 7.330477 10.559342 8.747696 13.391657 10.513923 10.456663 13.051526 12.839768 7.714621 9.421838 10.131330 7.041358 9.553368 7.986993 12.909679 9.901986 10.132833 3.925886 4.312905 11.501566 9.397035 13.234512 9.022022 12.543984 10.170885 7.577117 10.627387 10.980885 9.276197 14.470524 11.584173 11.934812 14.218468 10.904628 -1.359564 9.660764 9.376035 10.777790 9.552620 8.817898 9.576381 13.097731 11.523122 11.583173 2.962401 4.769761 5.571216 10.514307 12.932944 5.738511 NA -1.359564 9.191226 13.020872 11.656004 7.665619 11.590670 11.111646 13.151119 10.740155 11.116466 9.967470 7.733236 13.055098 7.273474 8.836466 5.381944 10.431642 6.684873 4.727942 13.449526 8.973634 11.384472 10.889296 3.727942 13.209385 6.310073 6.722627 8.484384 9.816028 11.010349 4.571216 8.739827 10.456262 8.460434 11.468615 7.975869 12.694914 10.536811 1.640482 11.584459 10.260240 10.299583 2.225429 11.496710 9.957891 5.447834 10.446626 9.572694 9.018774 9.500014 10.271201 8.996788 2.888402 9.788955 5.049870 11.917330 10.763863 11.590488 13.145856 10.238997 10.820077 10.599032 10.456262 8.216018 6.989207 9.139328 9.264360 NA NA NA 11.276548 10.709412 9.849932 2.640482 8.791495 8.106045 10.575644 TCGA-BP-4354 40 1 1034 NA kidney stage iv t4 n1 m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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9.4217070 8.1161828 9.1781106 10.4742150 11.3331415 3.9207220 11.3952980 2.5727927 9.3976137 11.7599266 9.3778105 7.6563998 4.9713504 13.7120020 10.4148642 10.5814828 7.8378821 2.9623639 9.7038147 1.9411814 9.3999256 7.9367351 0.1134338 9.9053447 10.5333281 9.2757593 9.9321259 2.1133671 7.9077836 10.0520140 4.2008339 12.5920111 8.9868119 8.2426511 4.9713504 12.1223077 9.7381634 11.5789343 8.9821905 9.5981908 14.4600548 9.2605729 8.3228214 8.3612955 4.9462583 10.2400724 7.4796897 10.9787145 9.2400724 13.1004542 2.4353086 8.8003237 7.7020826 9.8370288 9.3130404 -0.8865662 9.6072234 10.3678061 12.2760739 8.2087650 15.2640442 7.6369298 11.7210935 7.0733693 10.4051142 1.1133671 7.8749193 12.3822023 8.7463632 8.4465234 2.4353086 9.2719777 7.1848307 9.9020862 11.0661092 9.1189924 8.2374891 8.7804794 8.9572890 2.9207316 10.4532179 8.1875094 9.7472712 9.8085961 9.4182897 6.3894928 11.9785483 9.0066694 13.4461038 3.2832995 5.2426520 9.4498746 9.0051515 8.2374891 10.0992098 -0.8865662 2.5727927 4.1577633 13.5656092 2.5727927 10.8310443 1.4353086 9.7114204 8.4753115 9.0396640 5.9588589 6.3801545 8.4554427 11.9405121 8.1794573 11.6257380 10.8590423 9.2631149 10.2329575 10.6082235 1.4353086 3.8138120 -0.8865662 7.4620957 3.1133671 1.1133671 10.0631946 13.2192764 6.2218925 7.7206985 10.1398914 3.9207220 10.3161040 7.9174992 8.3366217 4.1133671 6.7644191 7.5727995 8.7151387 6.6983310 8.9012706 9.2452249 12.1450691 12.4272430 11.9253446 9.1422271 11.0726454 9.4598816 8.7299167 9.4045385 9.8865072 1.1133671 7.3565418 11.5658666 7.5941984 6.1395043 9.0426263 11.3923980 0.6983074 9.8682554 12.9774573 10.8918558 3.6983296 10.8319008 9.0176864 5.0675656 9.1454135 -0.8865662 9.1259925 7.6092231 11.9965840 10.0470586 9.3577317 11.1024076 9.6476709 8.9494182 4.4352952 10.6501008 9.1848302 7.8033659 10.2757593 3.9207220 2.6983296 4.0202622 3.7150697 6.5056861 4.9960090 10.6636337 5.8947280 12.1965696 6.7882668 3.3612911 2.4353086 10.7399896 9.5280532 11.3319312 11.5779137 11.1948513 8.2400724 8.8276136 6.2695007 10.5850431 11.0719206 10.0381804 12.4753117 -0.8865662 -0.8865662 NA 10.1488544 9.3565420 10.1841598 7.7390765 15.0451904 12.5473445 8.4442848 6.6905707 10.2458676 NA 2.1133671 0.1134338 3.6983296 14.8756721 8.8782395 9.4840553 12.1586157 NA 9.1091351 9.4783779 10.6290678 7.4532179 10.9568964 9.8112043 9.3337462 8.3683965 9.4330400 11.5182434 11.0002077 9.7608264 11.0802338 8.6330043 9.9658974 7.3276874 11.1621953 4.5396303 8.2634453 10.2795310 0.05494500 -0.00173820 -0.05671200 -0.00013862 0.22468000 0.00000000 -0.00719580 0.01796300 -0.00484610 0.05494500 0.05494500 0.05494500 -0.00173820 -0.00173820 -0.23373000 -0.23373000 -0.05671200 -0.05671200 -0.00788630 -0.00055444 -0.00106050 0.00000000 0.00319100 0.00332990 -0.00719580 0.00416320 -0.23533000 -0.23887000 -0.15170000 0.01153900 -0.00484610 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 -0.239 0.000 -0.152 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 -0.239 0.000 -0.152 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.000 0.000 0.000 0.000 10.0292473 6.0558833 10.0602741 6.5914505 2.4353086 8.2707149 10.7653165 10.5733118 10.1398914 10.9113172 10.6693949 2.4353086 6.4079883 8.5099729 6.3752741 6.5312208 11.2703990 8.7151387 1.6983518 7.8276133 5.7427258 5.2008300 9.0307400 4.7280783 10.2361312 10.8728401 10.8106005 8.1928525 1.9207125 -0.8865662 0.6983074 8.9110294 7.2932767 9.2048034 -0.8865662 7.4532179 11.4959919 10.4515471 7.7280776 10.8856825 8.3469875 4.5727987 10.7603766 6.2832921 11.1750766 10.5406808 6.5971840 5.6832248 10.5333281 8.7626242 13.7047149 10.1935192 10.3499801 13.6296835 12.8239591 8.1189924 9.9960110 10.3307198 10.2789031 9.5860588 6.0791519 13.2729240 8.3612955 4.2008339 5.4171470 0.1134338 12.1802980 9.2245036 13.8327033 9.9697934 13.4461038 9.7169943 7.7998683 10.5951674 11.5979391 9.7114204 14.3807033 11.6257380 13.0797832 12.9655072 11.0437357 1.6983518 10.9267483 8.2907875 11.2323090 9.2452249 8.4285176 9.9821905 12.9358392 12.5884680 11.7345040 6.8615609 7.1955169 1.4353086 10.8501926 12.8241744 7.9525718 -0.8865662 NA 12.1661058 13.4972747 12.3750368 6.9142679 10.9383267 11.195517 12.084732 10.872840 11.175414 9.601208 6.792848 13.312043 7.389492 8.278275 6.032231 10.295762 3.920722 7.288294 12.488659 8.820727 11.597939 11.358326 2.572793 12.425400 7.740391 7.694568 8.426931 9.967457 10.434168 3.505688 8.621162 9.973679 7.084911 11.049638 6.799868 13.369060 10.486233 1.698352 10.897594 10.041146 10.499769 NA 12.562388 9.456554 5.728078 10.981033 5.652527 9.385998 5.728078 10.139891 10.081185 5.556313 8.522759 3.200834 11.565867 10.647671 11.629560 11.996584 9.687961 10.614708 10.275759 10.974067 7.141274 7.522759 9.070470 10.289541 2.283300 NA NA 12.057348 10.841433 9.505685 3.113367 9.109135 6.564579 9.893908 TCGA-BP-4355 59 1 953 NA kidney stage iii t3a nx m0 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 6 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 100 0 0 0 10.5174670 9.9134135 8.0136275 7.4954337 10.4954338 6.8756179 -1.1411437 7.0875318 9.1302722 -1.1411437 1.2456174 5.9777493 7.8159110 11.7498334 9.6111899 11.1433442 11.6009081 5.4735174 8.4381252 10.9650449 12.9831729 13.4393917 10.5281372 11.4638257 8.1442116 9.2148650 6.7895467 10.7582190 7.0972136 -1.1411437 10.8941341 9.0828109 10.7479329 10.5518605 5.0486329 1.6661658 8.2532717 9.4615081 11.0387183 10.0797921 4.8360908 3.5592471 9.7932372 10.1688539 6.5170205 10.4191420 4.3506599 10.6049036 11.2335770 7.6203606 9.0299859 -0.1411437 9.7391580 9.8832564 10.2147108 7.8700367 NA 10.1782047 0.4293214 8.7445056 8.3406086 1.1807208 9.6813800 9.7307145 8.8672380 9.6121429 -0.1411437 6.5026648 8.3365673 3.5592471 11.6699832 11.3501613 9.7206716 6.4210516 9.9780486 11.5483704 11.2957809 8.6350117 11.6769919 15.0241284 9.7902854 8.9356248 7.8700367 5.9032022 10.1756563 7.4661393 10.6186974 6.6532249 11.4958868 3.8588066 9.4908593 9.6507861 12.4828050 8.7969186 3.9880939 9.7253155 8.4549988 11.4059447 6.8977281 14.4146820 9.6111899 10.3635140 8.5713363 10.8808301 NA 3.0287283 12.1641585 10.8364469 9.2861220 3.4437658 7.8756173 10.6467118 7.0731283 11.6323606 9.2108527 9.3872632 8.6335961 8.8658366 -1.1411437 9.9660263 9.1694220 9.8042530 10.1908457 10.1975456 8.3843300 11.0620257 9.8963562 11.2952605 4.9462723 -1.1411437 10.0256000 8.3209228 8.4018412 9.9052512 NA 7.5730548 4.9248980 13.8585890 8.3079581 11.6785891 12.1590187 8.4549988 9.3294681 9.7709501 3.2511283 6.6136967 9.8396628 10.7716985 9.8418027 11.3562344 10.5276942 8.6613256 7.7445056 10.8100939 8.9154468 3.5592471 -1.1411437 7.9906662 2.7657045 NA 9.9072961 12.1774932 8.9725514 10.5307925 10.2031051 4.6401697 10.9637355 8.0658238 11.3156205 10.1220784 6.3017522 9.8396628 9.2882160 6.0682624 9.5107578 8.8231500 11.2530039 10.7540058 13.6310722 9.1351313 11.4037737 9.0864253 9.6377077 9.8581046 10.4032907 -1.1411437 8.4808609 11.6763925 10.9866294 7.4558187 10.2376459 11.7278246 7.5696156 10.3007159 11.1055498 11.3599000 8.1488279 9.6621332 9.0014014 4.5312317 7.9248986 NA 10.0554114 7.1807377 12.9495006 8.8389489 8.2660772 11.2047688 9.9302716 9.7998568 7.9906662 10.6931104 8.8245935 7.5935189 10.3238654 2.6661658 4.9880939 7.3745092 3.9814782 6.3745092 4.9880939 10.0148922 7.2119564 10.9612114 6.6630044 1.4437658 2.4437658 10.6984067 10.5334428 11.9771014 11.2125074 12.2798221 7.6885322 8.4954337 5.7817217 12.1502677 11.0299860 9.5833231 11.3747554 -1.1411437 NA 0.8587767 9.9622020 8.5276944 9.6741924 4.7656992 13.1617337 14.9656992 12.2804796 9.3162926 9.7589212 -0.1411437 NA NA NA 14.4466453 7.8559885 9.9289302 12.2728337 NA 8.9100182 8.6080419 10.6777907 8.8217051 9.7969186 9.1829897 10.1343517 9.0621573 8.9764524 11.2400817 10.3994216 9.6995872 10.8079064 8.4172297 10.3032598 8.7969186 11.4702952 5.5744285 9.4287408 10.6141141 0.00555290 0.00346870 -0.00773150 0.46570000 -0.01450300 -0.00691950 -0.01546600 0.01502800 0.00777830 0.00555290 0.00555290 0.00555290 0.00346870 0.00346870 -0.50786000 -0.47881000 -0.00479380 -0.00401620 -0.00788630 0.00555290 -0.00055444 -0.00906970 0.00499690 0.00499690 -0.01298900 0.00077318 -0.00246810 0.00561960 0.00249690 0.01614600 0.00777830 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.2408928 7.3017522 10.7422162 7.9045413 2.0287459 9.1476753 7.1161973 11.4880155 9.9900231 11.2940002 9.5909766 3.3182445 5.8588091 9.5687546 5.5026648 9.6948595 10.2960411 9.2882160 0.8587767 7.2682004 3.9462723 NA 8.6170325 8.4210516 11.3835933 11.1433442 10.7048872 7.5453097 1.8588165 -1.1411437 2.5592471 9.9588144 8.2934376 8.6805832 0.4438188 5.7291748 10.958486 10.731099 8.211956 11.310278 8.907296 6.116196 10.728403 2.765704 9.275607 9.358655 6.058481 7.836089 9.765700 8.023716 12.546294 10.189166 10.399422 14.061316 13.365950 7.417230 9.303824 9.660518 6.436238 10.215261 8.118552 13.578198 9.642626 8.075555 7.774689 4.531232 9.379428 8.434348 13.067348 11.346649 11.295261 9.911377 6.858809 9.071913 12.120023 8.454999 15.246002 11.356234 11.246557 13.569562 10.614531 1.443766 10.980343 10.687739 9.828915 8.823150 8.326415 10.096617 12.625545 8.664553 11.205600 4.716788 5.892233 6.048633 10.331500 12.746125 6.162591 1.180721 -1.141144 9.843228 12.363132 10.950195 7.792500 11.271114 11.506043 12.739254 11.143344 10.965045 10.528137 5.946272 9.261821 5.028733 9.262886 6.189726 10.284025 6.517021 9.591825 13.154948 8.682176 11.889304 10.754763 2.858817 13.367656 5.331945 5.729175 8.773837 9.531234 11.014260 3.028728 8.904569 10.156299 8.312080 11.481090 5.251128 9.701159 12.408714 2.443766 12.316062 10.587580 10.523257 3.502662 11.198937 10.067044 4.068267 9.787328 7.417230 8.301753 7.421052 10.203105 9.307824 4.285077 9.441892 6.586730 11.676393 10.843940 10.694860 12.949501 10.176787 10.826035 10.323865 11.164586 7.374509 5.586729 9.959472 9.950906 1.180721 5.924898 NA 10.137259 12.238017 9.093627 7.777672 8.910018 8.240352 10.115608 TCGA-BP-4756 62 0 NA 374 kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 1 NA 3 3 4 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.61883696 2.96323365 9.54887045 9.30953729 8.92164579 11.42990396 10.05598205 7.95087662 9.83134604 9.34063259 -0.49614247 9.37646817 8.09438018 10.57290738 9.61362392 9.35710285 9.45434927 11.60064023 9.51362200 11.49973708 2.20423464 -1.49614247 10.64877020 9.52423865 9.11297218 10.57726548 NA 6.69855049 6.08122244 13.20839949 8.83022268 10.31034296 13.94307232 9.96935975 9.93476844 10.42302911 7.58060907 7.72538057 7.84808895 11.67121149 10.99614727 11.42378882 10.29291941 8.31114841 9.27032219 10.59357479 2.31115432 0.08882003 3.54818999 7.94258547 3.89610713 1.50380666 8.77175025 11.33569433 9.91052986 10.22489247 9.95139313 2.59124855 10.18019126 8.08122191 11.11375232 9.49460642 5.72296050 8.74339177 2.67371470 4.54818999 10.64972547 8.69608600 12.02968112 10.24315208 9.25951543 8.93842166 12.00910870 9.13497044 10.96833905 12.85016855 12.86902218 NA 8.17267852 10.94102522 8.15488088 8.49622185 10.06937149 11.11988267 6.33668329 10.45033410 10.67778270 10.36604327 4.73261111 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11.11478351 10.75616307 10.73277135 8.05646268 -0.49614247 NA 0.08882003 9.50871605 7.77292023 9.33747406 -1.49614247 6.29820924 9.832468 10.536872 9.063170 8.386436 10.057423 9.088756 11.306512 4.088752 10.025884 10.110199 6.761182 6.896111 9.978006 9.094380 13.866114 10.520950 10.067466 13.840614 12.908004 7.294956 9.126760 9.602483 7.539967 10.553302 6.111123 13.067049 5.807574 9.439695 2.088752 -1.496142 10.800710 8.528933 11.974452 10.421911 11.499737 9.616233 9.851415 7.193791 9.866285 9.969360 13.217609 11.423789 11.363328 12.380406 10.562462 NA 10.775840 11.433052 10.899327 8.696086 8.052615 10.324770 13.632915 9.561785 11.788039 5.285154 5.770581 6.839184 11.646858 12.761770 6.803001 NA -1.496142 8.481073 12.445483 11.527369 7.099983 11.291900 11.18898013 12.49982541 10.75616307 10.43932674 10.81695979 6.46379572 9.38948981 5.46957670 8.39101411 5.68370207 9.95294199 5.13314838 7.50941795 12.37472438 10.22830716 11.62985246 10.06221402 1.96321516 14.42944049 6.98535014 6.14764861 7.85647657 11.34791060 7.93005781 2.08875220 8.96322498 10.05068779 9.98911956 10.90493953 6.28515250 10.79150569 7.95087662 NA 13.91205672 10.56617680 10.29942715 0.08882003 11.50203114 10.00314092 3.71324490 9.98003330 2.41069387 9.02047831 8.50379315 9.95139313 9.61253994 5.13314838 8.83471027 2.67371470 10.94102522 11.28453813 10.57893815 11.66964247 10.54579466 11.33688108 10.39671555 9.65607818 7.70591710 7.14764962 9.46957772 8.99564647 0.50375579 3.32243295 5.67371753 8.98559265 13.10057710 9.71871952 1.82570423 8.95190975 8.76706249 10.38643635 TCGA-BP-4758 40 0 NA 2208 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.62239012 10.51306550 11.84965276 4.56728380 10.74703185 9.99079791 12.16963490 13.91018754 10.31646845 11.13365188 8.71202756 6.56136127 6.28759973 9.99355068 6.27317271 NA 8.56876330 8.80145552 10.49685957 10.18054697 3.49453082 0.63654342 8.27135937 9.81645763 11.92252866 9.77929387 6.33003486 7.18344284 9.59001753 10.57355451 7.71603335 11.83453307 3.22150592 10.66341774 10.46110962 7.22526336 8.24202794 3.22150592 11.02133231 10.88891832 10.46627126 7.25125800 1.22150592 10.67878929 NA 8.97528482 7.21774933 NA 10.10517257 9.53514996 7.96072889 9.80468153 0.22156779 6.98969536 9.14830116 -0.36345658 10.43825688 10.33351609 8.23087307 5.48203831 8.70932441 14.38390237 10.98306229 9.25493412 10.88328914 15.95449988 9.49375200 8.43420995 9.40059065 5.30897240 9.48203852 7.96297811 10.92483788 6.14434418 11.48321424 3.44132412 8.38032253 8.79263154 11.74605276 9.62310160 5.02886526 10.09084787 7.71069005 11.27860022 6.21397711 15.39780693 8.84600180 9.79390807 8.73721083 11.18945772 NA 3.92195040 13.53415769 11.11531818 8.19113721 4.39143780 5.74507326 10.59510127 7.35764789 10.60988717 7.94716117 9.29654436 8.74245698 8.97639858 NA 9.47968449 9.39143608 9.40390549 10.02779212 10.29788127 7.77097503 11.40610751 10.24849546 12.32916405 0.63654342 -0.36345658 10.75256756 8.47101955 9.36276662 9.57023920 NA 5.97639801 3.88448070 14.01640069 7.60233290 11.14607615 14.16686342 7.52224490 11.08130460 10.70700497 4.51918962 7.46309681 10.73490967 10.56839404 10.25631002 11.12757737 10.14879521 8.00068343 8.03742780 11.07871450 5.48203831 1.80648905 1.63654342 8.84478296 1.22150592 NA 9.33525323 12.24306944 9.18440701 11.10185988 9.33958682 2.23109443 9.97026295 8.75548950 11.19141793 10.03689437 7.16792990 9.17570747 7.18729565 4.99409995 9.84050824 8.24941690 10.41708836 11.26317018 13.20509849 9.98371588 12.49802321 9.36020952 9.71736609 9.21586445 9.84234186 -1.36327099 7.60521503 10.94118504 10.04938831 7.71469955 9.13539763 11.30963676 2.09599191 10.37421845 11.18585193 11.39622870 6.16792990 9.95283005 8.67220008 5.72401172 7.83867260 -0.36345658 8.49918576 6.31602805 13.01070502 10.09136186 8.34907551 11.60377478 10.01863209 9.39809979 8.37464090 11.16353433 9.70935113 7.41790820 9.90625973 0.95850864 4.94033122 7.01592680 3.80646842 7.07117701 4.25125705 9.88506914 8.07117701 10.21350525 5.90333478 NA 1.22150592 10.92800709 10.67957581 11.50999268 11.05360989 11.15814897 8.95847674 7.66997138 6.65179653 11.66376342 10.98997111 9.51459946 11.01917259 0.95850864 -1.36327099 -1.36327099 9.99739559 9.33872123 8.94716146 5.88447582 13.14242210 15.12865209 11.54287546 8.59888065 10.35293934 0.63654342 1.80648905 -1.36327099 4.92195040 14.16112087 7.10822334 8.78248065 11.70717266 NA 7.85086754 8.62845283 10.67340899 6.10415421 9.72268477 10.22385728 9.44309812 9.55242799 9.54343904 11.31822622 10.46071175 9.52681278 11.35956949 8.58491591 9.27226656 8.31954297 9.90976141 4.22241045 8.43289637 11.25240803 -0.0142280 0.0111210 0.0370760 0.7209300 -0.0027707 0.0097276 -0.0238400 0.6206100 0.0081959 -0.0142280 -0.0142280 -0.0023553 0.0111210 -0.0165870 -0.6991100 -0.6991100 -0.6991100 -0.6991100 0.0298880 0.0214630 0.0067672 0.0097276 -0.0234290 -0.0234290 -0.0238400 0.0000000 0.0235660 -0.0087146 -0.0260300 -0.0615550 0.0081959 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7658316 7.0202533 9.9317435 7.4353769 2.5434464 9.9311693 5.0115896 10.5909557 9.0050549 11.8537535 9.9511318 1.6365434 6.6644544 10.1373904 1.4439249 8.5298502 10.0670011 7.1872957 NA 7.1522483 5.1601094 NA 8.9841698 7.7812069 10.4664219 10.5130655 11.4129487 8.1423603 0.2215678 -1.3632710 1.6365434 10.7299661 8.1122821 8.7012912 0.2215678 8.6809428 10.178129 10.442695 9.146324 10.265905 8.547941 5.826373 10.013759 4.567284 9.788833 9.490638 6.940329 8.018092 9.436640 8.215864 12.893347 10.971939 9.828225 13.504937 13.021535 6.602332 9.423635 9.693863 5.755488 10.048589 8.175707 13.694540 9.445513 9.573186 6.411336 4.095983 9.726661 8.130404 13.637913 9.668594 12.329164 8.930020 7.171824 8.269544 10.058613 7.522245 15.285047 11.127577 10.515749 13.291352 10.439065 3.280407 11.155693 10.146818 9.921373 8.249417 7.555412 10.329164 12.146200 10.607014 11.110001 6.152248 6.608092 4.636549 10.688777 12.139877 6.903335 -1.363271 -1.363271 9.160110 12.934110 10.985249 8.347355 10.532881 11.640418 11.935041 10.513066 9.990798 10.316468 8.118348 9.960729 5.350794 9.418728 6.980844 9.600889 7.716033 7.773539 12.278705 9.820804 11.824210 9.853900 3.221506 14.335850 7.369090 6.104154 8.475863 9.853900 10.810226 5.555411 8.483606 10.461905 8.338721 11.704319 5.874954 12.482920 11.588015 1.221506 11.063337 11.279954 11.140871 2.636543 10.346925 9.495307 5.350794 10.253097 5.967466 7.998492 7.702637 9.339587 9.194031 5.579062 9.610246 6.104154 10.941185 10.642875 10.556901 13.010705 10.692848 10.834072 9.906260 11.546067 7.755490 5.691830 10.197359 9.648475 1.806489 6.729305 1.443925 10.349935 11.662764 8.760670 4.765832 7.850868 8.243879 10.178613 TCGA-BP-4759 50 0 NA 2372 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 4 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2143045 6.0347285 7.8239894 10.9066658 6.1731134 NA 8.6951138 8.7239537 10.0461819 9.5511170 2.5159899 -1.1844246 8.2035785 9.7755629 10.6696502 10.0688176 6.8599546 5.5704478 9.6317447 10.9595819 7.2460137 10.4791191 5.2585038 10.8194302 10.3099166 7.5570279 7.2418259 2.1375035 9.5570281 10.2816375 10.4154738 7.2993766 NA 10.6039938 NA 9.6284042 6.8544795 -1.1844246 10.1442360 9.4871020 8.1487165 9.3198437 -0.1844246 5.8155601 8.6531890 1.4005379 10.0389594 9.7247040 10.2212344 6.3701503 11.1553275 11.5530196 10.9751171 9.5280880 10.5841588 15.8293853 9.7885409 8.0323070 9.9608563 4.2749921 9.1971039 8.2334136 10.6890051 7.2035780 11.8042457 2.2763180 8.1707358 8.2811275 11.5020615 9.3585927 1.1375035 9.8070828 8.4117508 10.8927105 6.5366606 14.5878939 9.5977403 10.9345248 8.7580756 11.7899756 NA 3.2078772 12.8787033 11.9319050 7.8870232 5.0823492 8.8253897 8.2522728 8.8856820 10.3720670 7.9003693 8.9691131 8.7224517 9.2185729 0.4005379 9.3939338 8.7770107 9.1851584 11.0699991 8.7149179 7.1687082 11.4503494 9.6673101 12.7163335 1.6229304 0.4005379 10.8856820 9.0140060 9.1329737 9.6859258 NA 6.2249529 4.3074140 14.6495876 8.8517347 10.3986438 11.7589915 8.3410820 10.2291889 10.5007478 3.6735451 6.5570286 11.7305066 10.3013903 10.2212344 11.2752385 9.9162233 8.4648173 8.4701972 11.2755048 6.1193417 2.6229069 2.7224442 8.6277381 1.9855004 NA 9.0682263 12.4402422 8.8407005 9.6042793 9.0963317 3.5160025 9.4339465 8.2729418 10.2651946 5.0823492 7.0729493 10.3238510 9.2831666 5.9030238 10.8585883 8.6828398 10.3139116 11.6423081 13.1307106 9.7199925 12.5342009 8.9842330 9.5090479 9.9929805 10.1233310 -1.1844246 7.9448438 11.3166518 12.1175101 9.0897762 9.7096208 11.8063741 7.3233557 9.8211856 11.6626184 11.2948360 5.8042446 10.6893896 8.7260390 5.6099765 7.6859254 NA 9.3134128 6.4521852 13.3706294 9.7971283 8.4773390 11.3011388 10.4094189 9.5168675 6.9345023 11.4286414 9.0870241 7.1687082 9.4108185 2.6229069 4.9030238 6.4594169 2.6229069 1.4005379 3.6735451 10.1992652 7.0916850 10.8486433 6.0881437 -1.1844246 -0.1844246 10.6148426 10.9364468 11.4994328 10.9608564 10.8796301 8.7179362 8.4844459 5.9805692 11.4908565 11.4897532 9.7156731 10.5016237 1.4005379 0.8155754 NA 10.0497797 9.0310941 8.4191874 -0.1844246 13.4551278 14.0244050 11.0658594 7.7554925 10.3381426 2.7224442 0.8155754 NA NA 14.2211679 7.6034639 8.4394424 11.7593578 -0.1844246 7.1598572 9.1726620 11.2793408 5.6357399 10.1598570 9.8448482 9.4639185 9.6083513 9.5306650 11.1862484 10.4408132 9.3634195 11.3471861 8.1576354 8.7842278 8.3134128 10.2678023 4.2805555 6.7032087 11.1436749 0.00580280 -0.00544990 -0.00242010 0.64341000 1.27210000 0.64763000 -0.01409000 0.01798300 0.04726800 0.02665400 0.00580280 0.00580280 -0.00544990 -0.00544990 -0.68104000 -0.68104000 0.00013863 0.00013863 -0.04224500 -0.01133500 -0.00387790 -0.01810200 0.00032523 0.00032523 -0.01409000 -0.00843850 -0.00926660 0.00000000 0.00694350 0.02932500 0.04726800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 9.8735527 5.9653087 10.1073073 7.4032635 0.8155754 9.2574678 7.8267881 10.4624167 9.2089515 11.5986554 9.7573422 0.8155754 6.7103794 10.0858563 5.8877738 7.8517347 10.2475808 9.2831666 1.4005379 5.1009650 3.9448397 -1.1844246 9.0016753 6.1284439 10.6228314 10.5899363 11.5800802 6.8323698 -0.1844246 -0.1844246 -0.1844246 10.5511170 7.5263678 8.4950411 NA 5.6982046 10.0581396 10.2734548 8.3114159 10.5220570 8.6626182 4.8599546 9.7595409 4.6484482 9.6253291 9.9043492 6.5502712 7.1906000 9.8890331 7.2121656 13.1168428 10.6417122 10.0497797 12.7829674 13.4981167 7.0587353 8.5837455 9.8816502 7.0634889 9.6309444 7.5298069 12.8804721 9.4403566 8.9829790 6.0916850 3.2749921 10.3003839 8.6673099 12.7384241 8.4985557 12.7163335 8.7448194 7.0443799 7.7899757 10.8081454 8.3410820 15.6647950 11.2752385 11.0449807 14.8174969 10.4412698 -0.1844246 11.0664516 9.6018306 10.0969115 8.6828398 7.3074140 10.1965632 12.4510524 9.5340939 11.6710116 5.5837447 6.3469427 3.4594185 10.7050650 12.0602221 7.3391231 3.0634857 -1.1844246 9.6897739 12.8491561 10.8890231 7.3034008 10.9158948 12.1359385 12.5821934 10.5899363 9.4539969 10.2744802 5.9754330 9.9214695 5.3701503 9.0395626 6.5160010 9.8599551 7.2460137 7.8267881 12.9525465 8.9525520 11.8752434 9.5645923 1.6229304 13.7542676 6.1114675 5.4302719 9.8526069 9.9506289 10.7008761 2.9854822 9.1807899 11.5343079 8.6484511 11.2644516 5.7697585 11.0811760 11.2778077 0.4005379 11.7451893 11.0954617 10.5729510 2.2750070 10.6389283 9.3410818 3.9030286 10.1436749 10.3995840 8.9614931 7.8626851 9.0963317 8.6860799 3.7224551 9.9076574 5.7103794 11.3166518 10.2376257 10.6598744 13.3706294 10.8856820 11.2467974 9.4108185 11.3739817 8.1949395 6.1193417 10.3178955 9.7942714 0.8155754 4.2864228 NA 9.7536704 12.3971065 9.0998067 4.5704508 7.1598572 8.5903479 9.9390358 TCGA-BP-4760 69 0 NA 2361 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 2 4 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0045418 3.0024865 0.5430999 8.2400300 9.3799018 10.4257055 9.4188119 5.5654296 4.6091521 10.0334120 10.5925707 6.5260563 11.7816165 5.7718803 9.8790110 11.2319684 7.7104807 6.6671839 2.0024865 9.6178729 9.6165347 10.8316402 8.1833074 3.6305220 10.8864508 3.1735912 8.4424194 7.6723454 NA 9.8209311 9.1985931 8.4634152 9.1651510 0.5430999 4.9524547 9.0705396 4.1869204 11.9010268 9.0947708 9.8151090 7.4708402 11.6382831 13.8047534 10.3632414 8.8249925 10.6024070 16.2035807 9.2564491 8.4752770 10.8083845 4.3244218 9.3236022 7.8717371 10.9262267 8.2929317 13.4271376 2.6415229 8.0272608 10.4122707 10.7179881 8.8973118 2.4499575 9.4848436 10.2101740 11.2603105 7.7549510 13.9033722 9.7730830 9.8589818 11.2626652 11.1308400 NA 7.4469443 9.8728588 10.8731390 7.3012858 NA 8.7790768 8.3211398 8.4972587 10.5976667 8.7451862 8.5117293 9.0685832 9.3162016 1.7129919 10.2781954 8.1466888 9.3735777 10.3145520 10.5174771 8.6774889 11.5709840 9.3971516 12.5979211 3.0024865 0.1280294 9.9407372 8.1448331 8.1223782 10.0724931 NA 1.5430504 0.5430999 13.7047455 -0.4569991 10.0009563 2.9353843 9.7136135 9.1559311 9.9672287 3.1869125 7.6826140 8.4972587 11.2849507 9.9561615 11.5668497 10.4492015 8.2260571 6.5709683 10.6522402 6.7573820 4.4972611 8.2658700 7.5542895 2.0024865 -1.4568011 10.0273819 13.1958514 9.7408935 10.6745979 10.1072120 1.5430504 10.3905114 7.1687714 9.8046051 4.5874550 7.0548148 10.5196266 10.2495585 5.2979507 9.0339133 9.3145520 12.1309571 10.4785959 13.1574848 8.8901411 11.9435417 9.2251792 10.4749080 9.1678579 6.1129190 3.8649884 9.5493885 11.7109510 7.0079759 6.9513069 10.0142296 10.8901301 10.0513524 10.7076551 11.5244514 11.1848884 7.4885062 9.9455416 8.2948573 4.7328878 7.7957280 NA 10.6141896 7.6225475 13.2380188 10.3775335 8.7537339 10.7977958 9.8873583 10.1669440 6.4972595 10.5858504 9.0319068 8.9994169 10.3153770 3.0024865 3.6723461 9.5486871 1.5430504 NA 3.7525131 11.0225902 6.7476331 11.3480364 5.5694212 0.1280294 1.1280294 10.8912373 10.4076355 10.9937582 10.7500768 10.0101585 8.8016285 10.0084044 6.0722580 11.6227139 11.6240465 9.9164714 11.6563163 NA 0.8649686 NA 10.4302831 8.8110195 9.4087957 -1.4568011 13.3274928 15.1750210 12.3604459 9.0040302 10.4118851 NA 0.1280294 NA NA 14.9346249 8.8180229 8.6384594 12.5117293 NA 7.0065864 8.9309076 11.1167097 6.2083983 9.0754184 9.1355195 9.9834126 8.1577724 9.6125123 11.6548502 10.8353841 9.5895043 10.8840252 7.5682024 9.9267667 7.2607389 10.9324249 4.2979471 7.1875312 9.6311882 -0.00553750 0.00221930 -0.00512270 0.00777830 0.00000000 0.00277450 -0.01009400 0.00402430 0.00291330 -0.01119800 -0.00553750 -0.00553750 0.00221930 0.00065096 -0.00512270 -0.00512270 -0.00512270 -0.00512270 0.00235810 -0.00128400 -0.00761010 0.00277450 -0.00332430 -0.00332430 -0.01009400 -0.00207840 0.00444110 0.00597000 -0.00346270 0.00249690 0.00291330 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.670090 5.986006 9.371199 7.210990 7.117883 8.998390 9.599023 11.197016 7.960915 11.348321 10.406087 1.543050 6.297951 8.899514 5.476518 7.388553 10.218137 10.249559 -1.456801 6.222542 3.969326 NA 8.996333 6.058762 10.437403 10.983932 10.450291 6.891791 1.350441 NA NA 9.699146 7.614525 9.451455 NA 4.565433 9.663948 10.377929 7.093809 10.583352 9.440152 7.617204 10.892620 5.229565 10.643068 9.360046 5.702935 7.074444 10.213719 7.343962 13.430093 10.429521 10.656479 13.190802 12.847737 8.020821 9.986006 10.441664 6.828465 9.330965 9.603083 13.739242 8.038917 11.270770 8.466390 3.002487 9.657455 9.318673 13.870089 8.545878 12.597921 8.789803 8.584722 13.969458 10.966178 9.713614 15.980140 11.566850 12.526947 13.344266 10.975865 1.128029 9.793361 11.542886 11.120491 9.314552 7.598345 10.109116 13.177476 8.721727 11.570277 2.128029 5.375953 8.204841 11.019556 12.376743 10.793953 NA NA 11.306690 12.832433 11.341569 7.488506 11.253869 11.6779700 12.8718776 10.9839317 10.3386963 10.3100054 4.9181000 10.0597475 5.7328878 8.4257056 5.6723461 9.9503302 6.5260563 8.6528930 12.9862612 8.1887209 12.0527138 10.9564260 1.8650082 14.1773063 5.6312673 7.0429080 7.1992012 9.8203499 9.5160423 2.3504124 9.4476972 10.1062588 8.5860899 11.3989042 8.3012858 10.6351589 11.2247401 4.9353796 10.7573816 10.3129003 9.9834126 1.1280294 11.9606513 9.6064576 3.4972547 10.1909705 5.5764859 9.7179882 6.5542895 10.1072120 9.0205375 1.8650082 7.9797739 8.5430624 11.7109510 10.8970363 11.4435520 13.2380188 10.1805930 11.1136297 10.3153770 10.5395359 7.7353550 9.1242630 9.5570830 9.4025973 -0.4569991 0.5430999 NA 10.3431534 9.4610462 9.9771694 4.6305278 7.0065864 7.7933608 10.2088425 TCGA-BP-4761 57 0 NA 182 kidney stage iii t3a n1 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 3 2 5 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8532510666 10.9450675307 10.8822140742 9.9986066476 8.1580683551 6.8833642166 11.3062133012 2.3226492621 2.0007211672 5.1706461687 11.1643712204 3.1706461687 NA 8.2003940025 12.5937624406 10.0437488609 11.8890842507 7.8803047230 1.0007211672 8.7235292104 9.0961184537 10.1212316076 6.4269859219 3.2486562700 8.9894061379 6.5629643544 4.0451196562 8.5203578130 6.4845377501 9.8161047831 11.4501281174 10.2745171159 10.2405944684 13.3300273527 8.2838097517 8.7489143522 10.2283374715 7.7046250865 2.9076213760 6.6373465124 10.6277993269 9.7769736539 7.4808653122 10.5917762685 10.3316383812 10.4122324729 9.8438574708 12.7954419797 11.7252353613 5.3757623359 10.2616410535 9.6376633132 6.2768465028 11.2186792283 NA 7.5553100189 3.9549221292 13.3298170901 11.1530063897 8.9751360437 9.6172703784 11.3246207153 7.8462118451 3.3226492621 12.7451591218 9.9851400531 7.9166008446 8.9950748868 1.3226781013 2.1706621905 4.3582766889 2.8080760893 9.3282741480 3.1706461687 9.6924650351 3.4601527859 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8.671378e+00 NA 7.286123e+00 9.6089762663 9.7837197035 10.2581093634 11.8254814438 7.3136041225 5.7951383327 9.2295403384 2.7011719775 10.8571470848 8.6802016185 9.0161366376 7.3538684337 8.4498700189 6.6154310114 12.4311740846 12.2465712945 8.1631127477 11.7878078590 13.8497844818 6.7218210394 9.3527649240 10.1466536949 7.5359969325 9.4935760876 8.3158709559 13.3843583243 6.6445773570 8.2438956266 6.5085158074 0.5857317330 10.4296050854 8.8096858244 12.4350891336 8.4805018352 13.4246909291 8.1351480006 6.5321034072 14.9266931400 10.2204950204 5.0451152866 16.0672522414 10.8822140742 11.1402729031 12.6882065686 10.2598763479 5.6154310114 12.4344373498 6.9195844045 11.7113127515 6.4845377501 5.7951383327 11.3623912029 11.3697735559 8.6318984048 10.6687200574 5.9665066055 8.2581094812 5.0668125099 11.3527649792 10.7136783755 7.7489146875 0.0007211672 -0.9991346426 11.3695007817 12.1888467029 10.2893338651 7.2247233237 9.0842008933 10.9203298 11.1121833 10.0478455 9.5762608 9.5629640 6.9722653 12.2644309 2.1706622 9.6172704 6.2768465 8.0286277 7.8112931 5.4436663 11.1564885 8.2223085 10.9102396 8.5359969 2.1706622 13.3643088 9.6441990 5.6731465 7.1337094 9.9468968 7.6481800 3.3930455 8.1580684 10.1849770 6.2101745 11.5584245 4.9549175 10.6620543 9.5997044 -0.9991346 10.3338769 12.3832105 10.3073529 NA 9.5969113 8.0641165 4.8080761 9.0815391 3.9076118 6.3670443 4.7011609 7.8803047 10.0564310 9.0600660 6.8272703 5.9780011 10.6277993 10.6780008 10.0674834 13.3298171 10.5899045 9.6642796 8.9950749 12.6341709 8.3779319 7.1806303 10.4815118 10.6753552 2.0007212 -0.9991346 NA 9.4805018 12.9803093 7.1453799 4.0881840 5.7011609 7.7388138 10.1396332 TCGA-BP-4762 42 1 1343 NA kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 7 3 8 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5006997 8.1478500 7.6658497 9.4415961 8.9179741 -1.4161921 0.3828332 2.2841291 5.9324297 9.8215082 4.3116194 10.2780585 12.3673129 8.3352447 9.5702538 10.4054746 11.1150822 12.5251931 10.3069350 11.3553965 9.2374416 7.4965902 7.5144379 13.3882351 6.1535561 0.1686420 8.4463381 9.2970873 9.4260511 9.7258078 2.5837116 2.0431345 8.2876043 9.5218101 11.5532671 9.8416777 6.3910562 5.8410875 9.7986268 10.9190910 5.7833728 10.9486561 7.2130575 10.1672537 10.5512872 8.3650604 7.0431323 3.7931572 11.7894939 10.0939704 10.4747249 7.6088403 -0.4163846 10.9066654 2.3629467 8.4845373 7.3716033 NA 9.8574963 9.5494849 8.1984107 9.4709214 -0.4163846 6.6443971 9.0845427 3.9760153 10.6984191 9.3444206 11.5338920 7.4291908 12.9663727 14.1570520 11.2642800 8.9279966 9.8274697 16.2766362 9.0974283 8.8185183 9.3707870 4.0431345 9.5062852 7.7283586 10.0385141 9.3217931 12.2120323 1.7679937 6.8123750 8.7168428 11.0584206 9.1826836 2.2841291 9.2130573 8.5581153 11.6575076 8.3302151 15.0842964 9.4046773 10.7025445 9.2454788 11.2490366 NA 3.7931572 12.4139188 12.0106206 7.1228590 5.5723865 7.6658497 9.8510727 9.2666952 10.4720635 8.9379502 8.9202072 9.0795557 9.5766391 2.0431345 10.3597224 8.8874814 8.9630790 10.8164214 10.1850072 7.7561280 11.9813807 9.2979461 12.2634007 4.4416827 1.7536045 10.4424588 9.4586820 8.9101303 10.0405684 NA 2.0431345 1.3910528 13.9999704 8.8077024 9.6751362 12.9132868 9.8404991 9.2176042 9.5320679 4.4905894 6.0266452 10.6967917 11.0170253 9.4494341 11.3635883 9.9867127 7.8052879 9.0644908 10.7071755 7.9324286 4.8874814 3.2275563 8.2311592 1.9056205 -1.4161921 8.6497900 12.9485193 9.8999822 8.8829086 10.2419121 0.5837116 9.8052878 7.6362686 9.0455074 12.7900283 8.4134236 8.6457467 7.6974430 6.1150811 10.0328494 9.9011134 11.5197865 10.7922399 13.3199441 9.3527120 11.7462494 9.3773040 11.0882714 9.3327321 8.7129836 NA 8.7334479 12.0431323 8.9152559 8.5008638 8.4678712 11.6536539 8.8387293 10.3695618 11.9942846 10.7632989 7.1072631 9.7084682 7.8752167 6.5025645 6.4965902 NA 9.4883352 7.3813621 13.3691021 9.9695631 9.0634808 11.1235865 9.5638403 9.9962705 6.4724439 10.5375188 8.9641618 7.5232797 9.6935314 4.2275563 4.4416827 8.2401254 4.8084726 8.0307841 5.7623169 10.5273144 6.3974813 10.3860232 5.1228590 NA -1.4161921 10.5368058 10.4905913 10.7803028 10.6243329 10.1214044 9.0735487 9.2401256 5.3834347 11.2034622 11.9564297 9.9565658 11.0097033 1.9056205 NA NA 10.1028455 9.0172861 9.2157871 4.7334465 14.1982955 14.5783414 12.3625992 7.9853057 10.0845425 0.1686420 1.5837116 -1.4161921 -0.4163846 14.5827978 8.7486075 9.0523249 12.5416189 NA 7.5465966 9.3001343 10.9598261 3.9760153 10.3217929 9.8943135 9.8960164 8.1247975 9.5844050 11.3764910 10.9991784 9.7258078 11.3198912 7.5780541 9.4875826 8.4401262 10.1896431 3.6838424 7.0211199 10.0349119 -0.0073339 -0.0047962 0.1426600 0.2629400 0.0079175 0.0097276 -0.0053992 -0.0121620 3.6569000 -0.0073339 -0.0073339 -0.0073339 -0.0047962 -0.0047962 -0.4838600 -0.4838600 0.1426600 0.1426600 0.0130740 0.0118180 0.0137720 0.0098669 0.0000000 0.0000000 -0.0053992 0.0109820 0.0031910 -0.0147780 -0.0013858 -0.0220580 -0.0383060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 -0.462 0.000 0.000 0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 -0.462 0.000 0.000 0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6638520 5.7931546 10.0795557 6.5396986 1.1686420 8.7397836 9.7729075 10.3285009 8.9022437 11.4132550 10.7904098 0.5837116 6.0994004 8.9738695 4.3716007 7.5291447 11.0333653 7.6974430 -1.4161921 5.8221055 4.4663465 0.1686420 9.2311590 5.9930924 10.7188071 10.2780585 11.1220618 7.8077027 1.3910528 NA NA 9.7058815 7.4875828 8.8999822 -0.4163846 6.8268751 9.7296328 10.5306070 7.8965837 9.8586611 8.4509794 7.4815460 9.8004465 4.9930901 10.4370103 9.2525857 6.5437031 7.9213227 10.5801742 7.3485724 13.5931357 10.2906283 10.9067555 12.6202178 13.4880714 7.8644716 9.3902502 10.4146120 8.4416818 9.3039449 7.4385690 13.4751047 8.4663437 9.0162425 6.2702019 0.9056590 10.6389831 10.1826836 13.0784938 7.2094095 12.2634007 9.1013701 8.3584877 9.8481433 10.7576901 9.8404991 15.6152188 11.3635883 12.4020832 14.1938316 10.8067974 0.5837116 10.4913425 11.5563215 9.9296602 9.9011134 7.7078222 9.8119181 13.0114064 11.1940335 11.9434489 3.9056301 5.4291908 7.3352447 11.4611766 12.0082607 7.1984107 NA NA 10.1738199 13.0120609 10.5698343 7.6171236 11.2966575 11.814772 12.913217 10.278059 10.405475 10.306935 6.198410 9.791935 5.887481 8.710405 6.351884 10.267573 5.783373 7.790715 13.470862 8.435450 11.900124 10.489088 1.753605 13.779265 6.057082 6.345253 8.215350 9.878321 10.341091 5.783373 9.537897 9.857496 8.454065 11.950979 7.321793 12.125644 11.933811 0.168642 11.868236 10.630143 10.601205 1.583712 10.741048 9.241912 4.043134 10.324746 9.697443 10.002080 7.540803 10.241912 9.120064 6.378116 8.835183 5.958741 12.043132 10.538261 11.408461 13.369102 10.393871 11.197030 9.693531 10.840204 7.954388 6.256126 9.763610 9.426051 4.198408 3.628097 NA 10.470159 10.794265 9.698744 3.831624 7.546597 8.348572 9.762366 TCGA-BP-4763 79 1 1270 NA kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 7 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0002533 8.6828408 9.8977668 9.4352212 6.0226896 3.6370421 9.8825130 10.5267617 6.6715255 9.7010408 6.1091056 10.0215770 11.1054311 8.1299238 7.1906356 3.3266955 10.3596793 9.3798083 11.3012262 7.9957236 2.2678054 10.0398427 1.8527580 9.5900168 7.5987203 1.4902107 9.9554705 8.7848164 7.8995865 9.8947897 NA 4.8527679 8.3212765 6.8726650 11.6460980 9.6180057 10.2369498 6.6884657 11.2673241 14.4884082 11.6013313 8.5987199 11.1417599 15.1819080 9.4535046 8.8351254 9.0837200 4.4377271 9.4869717 7.7649897 9.2112948 8.8389237 12.8254264 2.0047531 7.5194279 7.8849648 10.7114374 9.4642004 4.5408208 8.4642002 9.0578802 12.6583304 8.8477477 14.1313568 8.9295812 10.7214408 7.8274990 10.6043097 NA 7.9068425 11.8159829 10.9340272 6.7272343 1.8527580 8.0070211 9.2383885 9.2112948 10.5224381 10.2350294 9.0535282 9.3085495 9.8294093 3.8527679 10.4065016 8.8677161 8.7742761 10.9580922 9.5117704 9.9472833 12.1678083 8.8017817 12.6556410 3.2678054 0.2678354 10.1681669 9.8424156 8.5654837 9.5882276 -1.3172469 2.5897395 3.0751561 14.1991563 4.5654814 10.0414919 10.7135078 9.3347893 8.5957300 9.1766960 3.3832757 4.9307704 12.0340560 11.1794448 9.2536452 12.3830365 10.9001926 8.1070067 7.2864672 10.7995095 4.8121234 5.0226918 4.7052094 7.5251911 2.9307752 NA 9.8922940 12.6350359 9.2574343 8.5972257 9.8306816 1.4902107 10.2297351 8.6355821 9.3254971 8.3463989 5.8726663 9.2034594 6.0491624 4.9496283 9.8929031 9.3284990 11.2984703 10.1866664 13.3556527 8.6500669 10.8956410 9.6157935 11.2164138 9.9659290 5.8922939 NA 7.9543039 11.9731476 10.8396348 8.2867453 8.1484069 11.9639013 9.3266969 9.9098548 12.7255260 10.1427846 5.5776584 9.9803301 7.9829873 6.1985413 7.1174686 NA 8.4393971 7.1216330 13.5677743 9.2975505 8.9496271 11.5580141 9.8024303 9.6172687 7.2564880 10.0918338 9.2640412 8.2621564 9.7880945 0.6828429 4.7272343 10.2117831 1.4902107 9.6975586 5.4901946 11.3632002 7.1174686 11.0332274 6.3914412 0.6828429 -0.3172469 9.9134617 10.3867442 10.8521394 10.8980703 9.9188549 9.3374767 8.5553154 6.2657726 10.7469098 11.8502588 10.1786957 11.2115390 1.8527580 1.0047531 -1.3172469 9.5708228 9.3649573 9.5882276 4.7489281 12.9556162 15.0910045 11.7813663 8.2210878 9.5616580 1.8527580 0.2678354 -0.3172469 0.6828429 14.2085756 8.0794453 8.8540175 12.2268391 NA 7.5715843 9.4994644 11.3983737 6.1006939 9.8439725 8.8198317 9.5844618 7.5030195 9.4259921 10.8555807 10.5901069 8.9934536 11.2088508 7.7596565 10.8243092 9.0805154 10.6057966 4.1091014 7.1840412 9.9889024 0.01028500 0.36139000 -0.42113000 0.41228000 -0.01367700 0.00555290 -0.00277070 0.02370600 0.03905400 0.01028500 0.01028500 0.01028500 0.36986000 0.38023000 -0.43322000 -0.41904000 -0.41904000 -0.41904000 -0.00484610 0.41228000 0.00000000 -0.00498440 -0.41857000 -0.41700000 -0.00277070 -0.00027724 -0.00180140 -0.42090000 0.01012100 0.03594700 0.02538900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.370 0.370 -0.419 -0.419 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.370 0.370 -0.419 -0.419 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 9.639217 5.282755 10.316290 6.023047 NA 8.083720 10.245560 9.667807 10.094881 11.385834 10.392355 -1.317247 6.182686 8.355266 3.142266 7.174694 10.573485 6.049162 NA 6.940229 4.267805 1.490211 9.345509 7.528331 10.623606 10.418397 10.388361 7.942584 1.490211 NA NA 9.340159 7.914062 9.185673 1.004753 4.355263 10.435639 10.482527 7.178696 10.206403 8.607653 5.882513 10.522832 4.872666 10.205422 10.182188 5.852765 6.935506 11.071665 7.933139 13.585310 11.345509 10.798860 12.577469 12.631755 7.018231 8.136111 9.681431 6.290172 9.457628 9.727918 13.388581 9.396227 10.688816 5.158575 1.490211 11.369998 8.823670 12.970192 8.051347 12.655641 9.390200 7.775598 10.522438 10.692669 9.334789 15.485508 12.383037 11.581253 14.073077 10.785145 2.930775 9.677194 10.038742 10.507402 9.328499 8.791365 9.677194 13.026928 9.819191 11.725996 6.571584 4.267805 6.496622 11.139195 12.521552 5.921246 2.004753 NA 9.838924 13.074621 11.339337 7.699649 11.706075 10.843342 13.071262 10.418397 10.717640 9.904428 6.949627 11.389768 6.410762 9.541599 5.892294 9.843342 6.671525 6.297551 13.559249 8.562424 11.853861 10.003641 2.682843 13.328049 5.150933 6.109106 9.321132 10.209340 10.212759 5.852765 8.902009 9.909253 8.574625 11.545284 3.206409 11.156800 11.226598 NA 11.716608 9.844602 10.017673 1.267775 11.282754 9.425992 6.694068 10.232625 11.392786 9.013758 9.952552 9.830682 8.396261 4.355263 9.176696 5.791366 11.973148 10.712818 11.714886 13.567774 10.505013 11.159840 9.788094 10.112247 8.348177 5.892294 8.943760 8.770303 1.267775 1.004753 -1.317247 9.579173 10.472073 9.510977 2.682843 7.571584 8.115382 9.959547 TCGA-BP-4765 43 0 NA 2184 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 6 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.69587136 9.24522824 11.39827453 10.46251618 10.43116996 4.21066940 10.79663133 13.95198818 10.91492795 8.93858691 9.68360242 16.19609220 9.61536756 8.75035996 8.71682015 5.12087030 9.80698486 7.33852782 9.90919151 7.48967699 12.24797675 2.16211334 7.65642057 9.10339247 11.63548433 9.11423661 1.67459624 9.51003245 7.84453881 11.88126170 8.04093571 14.13465269 9.18636635 10.75940338 8.07378489 11.07314354 NA 3.44015491 12.95108699 11.93188357 8.15842943 4.37505334 7.67235745 9.04617235 6.90343240 10.84002310 8.94701005 9.16325719 8.81314145 9.26332813 -1.64746744 10.51822068 8.35550042 9.88016251 10.73611979 9.54990227 7.67461389 11.80890515 9.54682676 12.63591857 1.35270204 2.35267379 10.11174145 9.58943524 8.50623735 10.07463909 NA 6.42414781 4.39707733 14.03026750 6.95631226 10.80363898 12.49479255 9.27749803 8.76737076 9.22227930 3.99654241 6.63345591 11.00776896 11.01067377 9.98931005 12.09605888 10.46055644 8.96831515 9.14140392 10.84754106 7.42146401 2.52260821 3.21066940 7.94140039 0.93764571 -1.64746744 8.88601507 12.86665977 9.44213590 10.55786783 9.77317218 1.52260821 10.98840365 7.83448496 9.41979041 12.52800113 7.59823790 9.75889043 6.10757280 5.52261135 10.07975503 9.24826086 11.47097773 10.85477140 13.00222237 9.45024356 11.29171365 9.10422945 10.98021935 9.57003745 12.32611381 -0.06235429 8.41067733 11.54898023 9.39209800 8.10909149 9.61536756 11.68751741 9.02952411 10.46935437 11.39263266 11.01201249 6.84854032 9.88650183 8.38121328 5.37505334 6.57185425 -1.64746744 9.47292332 7.37505334 13.40325691 8.95166851 9.13158408 11.17625177 9.95677529 9.74875506 8.19503601 10.57328145 9.10924171 7.11423687 10.19267662 2.52260821 3.90727526 8.88601507 6.91873923 6.80389604 3.84453630 11.02776041 6.55725690 9.42946763 6.30699857 NA -1.64746744 10.44379021 10.73314653 11.19817557 11.43516721 11.42263868 8.83750841 8.24598711 5.13627343 12.38559217 11.42129584 9.96693524 11.52167095 -1.64746744 0.67464143 1.16001661 9.73800863 9.16245352 9.93623849 6.34703842 14.02508321 15.39587302 11.60682834 8.59887990 9.71353258 -0.64724147 1.35270204 -1.64746744 NA 14.74520417 8.53632105 9.65988621 12.10955449 NA 8.44544283 8.76050573 10.99247841 7.54990247 9.91349592 9.38473131 9.73260534 7.98021957 9.39160449 11.52963777 11.32710006 9.91397349 11.06564232 7.79147745 9.71736729 7.99654184 10.87232174 5.04449904 8.04463837 9.68695883 0.00051832 0.00343240 0.01080600 0.06846800 -0.00695560 -0.00114500 -0.02618200 -0.01343800 -0.01619000 -0.00419080 -0.00419080 0.00051832 0.00343240 0.00343240 -0.56547000 -0.56547000 -0.56547000 0.01080600 -0.00585010 0.06358900 0.00301590 -0.00114500 -0.00405240 -0.00405240 -0.01481400 0.00259940 -0.56756000 0.00010237 -0.00999250 -0.01866400 -0.01619000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.14628876 6.71900816 10.05615660 6.96544377 0.35264555 8.44412080 8.25506068 10.61347272 7.92254099 11.26531101 10.41540630 0.35264555 6.49223616 9.11838594 3.71023888 8.31558163 10.80724180 6.10757280 1.16001661 7.04268373 3.87625171 -0.06235429 8.96278758 7.60771424 10.29420270 10.81288540 10.88062668 7.53756088 1.16001661 -1.64746744 0.67464143 9.59347684 7.67009818 9.23532857 -0.06235429 5.40796791 10.2622036 11.0692907 7.8080130 10.4093233 9.0400612 6.7277245 10.7425857 5.4079679 9.9673953 9.3984451 6.2535525 7.5251128 10.7844443 7.6171280 13.2518536 10.1547979 10.4154063 13.8198771 13.2108122 7.8223274 8.7135326 9.8395205 6.4348350 9.7146293 5.7705384 13.5345366 7.7914774 9.0010430 6.0531244 1.3527020 9.8405255 8.5375609 14.2912773 9.9829527 12.6359186 9.6914218 8.1535855 9.9521335 11.5715514 9.2774980 15.7996395 12.0960589 11.8220729 13.6543960 10.7912174 0.9376457 10.7184611 11.5869042 10.4348345 9.2482609 8.2730384 10.4523620 13.0828902 9.7572948 11.5090846 4.4819705 6.2715489 5.9747381 11.7807839 12.7425185 5.7277245 -0.6472415 NA 11.1511573 13.0073215 11.7874258 7.4160805 11.2665099 11.4421360 12.9055947 10.8128854 11.0171328 10.1907076 5.1600408 11.2828684 5.1208703 8.9101492 5.7535644 10.0526917 5.3861074 5.7956293 12.6653948 8.7514292 11.5483653 10.7050048 2.1600489 14.3182894 6.2617377 5.8995793 8.6825378 10.0487837 9.9479430 5.2353288 9.4631688 10.4963875 8.7935545 11.2063849 4.6006147 10.6171281 11.2763844 -1.6474674 11.6876571 10.3014178 10.4062720 1.5226082 11.3674034 9.5940728 2.4401549 9.7162728 9.7971828 9.1100756 7.6124284 9.7731722 9.0457455 4.1340484 9.1274726 5.0108962 11.5489802 10.5090847 10.5697344 13.4032569 10.2696846 11.0455189 10.1926766 10.8223273 7.4845426 5.6006117 9.5645739 9.5700375 3.3526879 7.2655747 -0.6472415 11.1254124 12.0982737 9.7867924 4.2834255 8.4454428 7.7233729 10.1680688 TCGA-BP-4766 43 0 NA 1462 kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.4910065 10.7331822 10.2027232 10.9194813 7.9137397 NA 10.6921443 3.0011717 9.3932433 7.9012947 0.5650122 10.3694653 9.8513383 9.0170470 9.4486080 -1.7568184 6.4029541 8.9811757 2.7666376 10.9609740 10.7988709 10.8619278 6.1196010 12.3539362 14.4984072 10.8708453 8.3659116 10.6031075 15.6673810 9.6148602 8.4755044 9.9426560 4.6006325 9.3496464 7.8411360 11.2609358 5.2430826 12.6737320 2.3407047 6.6130292 10.9168342 11.3594274 8.4329081 5.4329093 9.4390708 7.5851579 13.4575544 7.8941350 14.8452675 8.8299231 10.7674709 7.3091725 11.9050842 -0.7568184 3.1010617 12.5565334 12.3930687 8.1241973 2.8869403 9.0496332 10.2809736 7.4180094 11.6275974 9.8148361 9.3125331 9.4598293 9.3762257 -1.7568184 9.9061967 8.8485629 10.3295515 10.1863308 9.2001855 7.4279589 12.1550278 9.6083123 12.0777520 -0.1720184 5.7822434 10.0712199 9.8551041 8.0775544 10.5399997 -1.7568184 5.9641837 4.8129397 13.1506314 10.3918778 10.5951269 12.4632350 10.1499740 8.7258914 9.3800746 3.7666482 7.2902078 10.8957044 11.1806412 10.6836931 11.9221831 10.5086985 9.1804572 8.3839133 10.3975851 4.5098732 2.2430902 5.3723671 7.3749404 2.4129983 NA 9.4409144 12.5948509 9.8959285 8.9128543 9.2929319 2.8280425 10.6930059 7.9330816 9.5819089 11.4338341 7.9521675 9.1492225 4.6860242 5.9912769 10.5539802 9.4335256 11.2553588 11.4061041 13.6971578 8.7550141 11.3832742 9.1363850 10.9965091 10.1969162 11.5952648 -0.7568184 8.4814883 10.6410255 11.2291779 9.5958165 9.5399998 11.3047922 8.3078260 10.1749291 11.3803949 10.9048616 4.7349372 9.9119685 8.3351268 4.4329060 6.8280463 0.5650122 8.8697052 7.6714434 12.5730900 9.8914411 8.7928680 10.7114529 10.5748401 9.7967128 8.0728063 10.7391458 8.8687923 7.7066079 10.1749291 2.2430902 5.0112675 7.1826625 2.4129983 8.2929322 2.8869403 10.9534594 7.1041699 9.5823044 5.7179259 -1.7568184 0.2430597 11.2324780 10.0342464 11.2730608 11.5541222 11.3253988 8.5145464 10.2685622 6.9758617 11.1647385 11.3994826 9.4098742 11.4972263 0.2430597 1.9435088 NA 10.0991199 8.4439820 9.7861152 -0.7568184 13.3607266 14.6519771 10.4853644 7.2711548 10.2157007 NA -1.7568184 NA NA 13.7096698 8.9287085 8.6181230 11.5397129 -1.7568184 8.1619466 8.8870119 11.3432530 6.7938309 10.4838748 9.4155109 9.8628450 8.5862694 8.7957527 11.4581614 11.5542641 10.4841729 10.5795900 7.8110394 9.5043205 7.9912764 10.1863308 5.4783312 8.3266295 10.1088168 0.0000000 0.6782700 -0.0023851 0.0081959 0.6991900 -0.0026322 -0.0261670 0.0144700 -0.0151910 0.0556050 0.0046432 0.0000000 -0.0206870 0.7231900 -0.7327900 -0.7125600 -0.7319600 -0.7584900 0.0066653 -0.0095426 -0.0101860 0.0063637 -0.7324000 -0.7336900 -0.7273800 0.0076392 -0.0101540 0.0062481 0.0263730 0.0084994 -0.0151910 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 0.000 -0.732 0.000 0.000 0.000 10.5130867 6.3037789 9.9904373 6.3726248 NA 9.0759735 5.7899770 9.9388468 8.2765064 11.6673167 10.2874776 0.5650122 6.3198997 9.7223584 5.4815831 8.3305463 12.0895533 4.6860242 1.4129983 7.4229923 4.8577919 2.9435276 8.8439254 7.6630436 11.1033829 11.0932703 10.6608332 7.2765069 2.3305584 -0.7568184 -0.7568184 10.0540567 7.7147586 9.3017518 -0.7568184 6.1738210 10.2409686 10.4802934 8.2303476 10.5034150 9.4054749 4.7508798 10.7175500 6.1010638 10.0568646 9.9971359 6.9225630 6.7627195 9.8443900 7.1257265 13.2799868 9.6498200 10.2754736 13.2588905 12.3941000 8.1529764 8.7238735 9.8153100 7.0854342 9.6482249 5.6094063 12.9310605 7.8186224 10.2342510 4.4525361 3.1010617 10.6175796 9.3877416 13.2275464 9.9735536 12.0777520 9.7344356 8.2806302 6.2203628 11.2953118 10.1499740 15.7486469 11.9221831 11.9833913 12.4312086 10.9370059 0.8280628 11.3524244 9.0252628 10.4415285 9.4335256 8.7127254 9.8977195 12.7949119 9.9048616 11.3934638 3.6006385 6.6311014 7.8015040 11.4037428 12.7845431 7.7568111 -1.7568184 -0.7568184 10.8228708 12.3805550 11.1475130 7.5098700 11.0429722 11.5807053 13.5072695 11.0932703 11.0215713 10.3424313 6.5145468 9.0004736 6.8614691 9.1552243 7.2458987 10.2598918 5.2317665 6.1379010 12.8925389 8.4029549 11.6801853 10.8753971 2.9979788 13.5259909 7.3958246 6.4229932 9.4302932 10.2885018 10.0407449 3.8869403 9.9146245 10.2038095 9.0228028 10.2384973 7.2374366 11.3193981 10.1333477 NA 12.5373452 10.2847426 10.2292810 0.8280628 12.0924886 9.7671353 1.9435088 10.0971727 2.7025246 9.4987022 10.3848713 9.2929319 9.3948041 3.5284838 9.1914506 6.8280463 10.6410255 10.5573835 10.9008485 12.5730900 10.5267506 11.2574527 10.1749291 10.8223994 7.2626746 6.3145461 9.9487159 9.8223994 1.8280628 6.9012953 -0.7568184 10.4919005 12.5135993 9.9942090 3.8869403 8.1619466 7.9452560 10.3331958 TCGA-BP-4768 72 0 NA 400 kidney stage i t1a n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421885e-06 5.895622e-07 8.47457627118644 27.1186440677966 11.864406779661 35.5932203389831 16.9491525423729 8.10409916 10.67246220 9.72281026 6.37564419 10.03324004 7.68507253 8.61011019 7.26591973 10.00288546 NA 2.53672434 5.91267381 5.10921010 8.89896077 8.72114158 10.79597672 11.62357244 8.51186214 11.19085865 10.99623132 11.93035414 15.59308988 10.06691635 11.22834884 8.97000606 7.46165624 8.23147849 11.42636855 7.52339886 0.38128337 7.47140372 10.04217878 10.38164363 9.79333198 0.70318931 1.96624587 9.02514759 9.70434617 10.25665688 7.68278747 5.65741707 13.03570375 10.35139732 10.45308900 6.86913112 10.40365928 3.33548326 11.14678478 10.51539688 7.71668161 8.80965174 2.46876576 9.75904428 9.87514696 10.69019925 8.18542257 NA 9.73100941 3.14681812 9.57814565 7.58830613 0.70318931 10.51635944 9.14699194 8.77789637 9.64608595 2.62921672 5.78217002 8.52084297 1.38128337 11.41247575 10.76364536 7.97187861 5.14947481 12.48172881 12.87720895 10.73305889 8.90092777 9.90827972 15.95716307 9.82889128 7.80125180 9.14034743 4.73884348 9.92866804 7.77146042 10.89625202 3.70322254 13.11218613 2.73037911 9.08348145 10.05592513 10.12275851 8.19987352 -1.61882740 9.96202116 8.17895311 12.67992689 7.66437973 14.76816086 9.49958363 11.11032800 6.33548862 11.14574845 NA 7.45810717 12.96965478 12.19657471 7.75633081 4.40365630 6.45275356 9.28064830 8.73994259 11.19487231 9.32087071 8.71220851 9.64514755 9.55746466 -1.61882740 9.97934402 7.92238817 9.26317012 10.79940759 8.52212129 8.76715389 12.05024071 10.03950294 11.92963176 0.96628279 -0.03371721 10.53421007 9.91850013 9.26393464 9.96155012 NA 3.93588401 3.84072506 14.05476621 10.38199580 10.37139550 12.68428732 10.44569743 9.33257614 9.48589027 3.70322254 7.17895261 10.67476314 11.43148026 10.46344049 11.54158206 10.71472642 9.04039549 8.15607852 11.25049977 1.38128337 -0.61860587 2.08171457 8.76823164 1.18865412 0.38128337 9.96343352 12.07205340 10.49763542 11.07063432 8.55371914 3.28818135 10.04395988 7.99784054 9.21539103 8.75850206 7.23615965 9.40712306 5.61969765 5.86510719 10.52052302 9.26851206 11.24179652 11.87614706 11.95505702 8.74707819 11.34905809 8.93396058 11.09188274 10.24150940 5.72114021 NA 8.28517331 10.88462036 11.84173970 9.41295825 9.41540271 11.42089599 4.87314385 9.54494126 11.74816005 10.73443833 4.05371957 10.06866718 8.92035345 4.88908410 7.29418052 0.70318931 8.66784920 7.59561033 12.81350713 9.29492901 8.39949156 10.93179783 11.01019267 8.74979804 5.84889581 11.19585993 8.44063583 8.70884421 10.24276611 -0.61860587 5.26393581 4.79068343 -0.61860587 9.47404863 3.93588401 10.80440743 5.79914431 10.19635045 6.68246796 NA -0.61860587 11.20406146 10.67763420 11.96953765 11.55168606 11.84749545 8.34851793 9.65182039 6.93449881 10.64719946 11.52515299 9.44401227 10.85677161 NA 2.77361662 -0.61860587 9.88213343 8.99139344 9.32380598 NA 14.10124175 12.61865084 9.92287217 5.67848324 9.88958153 -1.61882740 -0.03371721 NA NA 14.20176965 8.77468198 8.86611423 11.35552680 -0.03371721 7.10921219 9.20039278 11.49177480 7.31498196 11.32142154 9.59682448 9.64632037 9.54745465 8.91850997 11.09489278 11.72725110 9.67361313 11.10516570 7.88908592 10.56663157 6.27610951 10.67935403 5.42863487 7.90872946 10.28140361 0.34918000 0.30866000 0.36700000 1.13230000 0.73826000 0.34138000 0.30177000 0.29701000 0.00000000 -0.11598000 -0.11598000 -0.61041000 0.30866000 0.30866000 -0.62757000 -0.60298000 -0.59062000 -0.59466000 -0.10295000 0.31359000 -0.11422000 -0.13825000 -0.61150000 -0.60365000 0.32198000 -0.12452000 -0.10466000 -0.60559000 0.30898000 0.24336000 0.00035854 0.322 0.322 -0.126 -0.126 0.331 0.331 -0.105 -0.606 -0.118 0.309 0.309 0.297 0.297 0.375 0.375 0.278 0.278 -0.116 -0.116 0.315 0.315 -0.126 -0.141 0.309 0.309 -0.603 -0.603 -0.113 -0.113 1.155 1.155 -0.112 -0.112 0.739 0.739 0.203 0.341 -0.604 -0.604 0.000 0.000 0.322 0.322 -0.126 -0.126 0.331 0.331 -0.105 -0.606 -0.118 0.309 0.309 0.297 0.297 0.375 0.375 0.278 0.278 -0.116 -0.116 0.315 0.315 -0.126 -0.141 0.309 0.309 -0.603 -0.603 -0.113 -0.113 1.155 1.155 -0.112 -0.112 0.739 0.739 0.203 0.341 -0.604 -0.604 0.000 0.000 10.83533372 6.25780833 9.38972017 7.57749983 -1.61882740 9.21734173 8.91364730 9.37055817 10.01927477 11.18569481 9.91169787 -1.61882740 5.48981586 10.01927477 3.33548326 7.59074497 10.96625402 5.61969765 1.70323362 7.38971995 3.77360607 -0.03371721 8.47536906 7.95304402 10.69937100 10.79597672 10.05787005 6.17570822 1.38128337 NA 0.96628279 9.97000606 7.92238817 9.38551193 0.70318931 5.92045052 10.0856274 10.6944579 7.7970331 10.8213820 9.0642860 4.8407251 11.1322078 4.6850711 10.3072168 9.5593339 6.3120280 6.6101094 10.1457484 5.5310383 13.1365964 10.1659264 9.9844542 12.6447808 12.8950808 8.0607716 8.0377166 9.6256553 6.8969911 9.7943905 5.8731439 12.7543605 8.3456323 10.7560593 4.2639358 3.3354833 9.7547005 9.2555045 12.6986334 10.2400496 11.9296318 9.5950032 8.0088252 11.8767718 11.9519774 10.4456974 16.5469051 11.5415821 12.2070453 14.5386976 11.0998243 -0.6186059 11.2885577 8.6173058 10.6747631 9.2685121 8.3798817 9.9397122 12.6775625 9.4433377 11.5315100 -0.6186059 6.1494748 6.3980989 11.0550422 12.6840018 8.1626511 NA -0.6186059 10.9758494 12.3863019 11.7179250 7.2392720 11.5157178 11.0495117 12.7469304 10.7959767 10.9962313 10.0669163 6.6759119 10.2181309 6.0251484 9.1143069 3.9048501 9.7110879 6.8691311 5.4581064 12.0823369 9.0179161 11.5521554 9.9904702 2.7032115 14.5999493 6.3692937 6.3412938 8.8187835 9.3318474 9.0233432 0.9662828 9.5291324 9.8049327 7.6597412 9.8396981 7.0287504 10.7077210 9.4446865 NA 12.7815039 10.7649958 9.5698803 -1.6188274 11.4391140 10.2802707 1.1886541 9.9863080 7.8930442 8.8570249 10.3812915 8.5537191 8.9329420 2.5512207 8.9606076 1.7032336 10.8846204 10.2485702 10.8104367 12.8135071 10.4174651 10.3027606 10.2427661 10.7388435 7.5284963 6.0466264 9.9068123 10.0115587 0.9662828 2.7032115 -0.6186059 10.1032451 11.7935901 9.2821583 2.9048501 7.1092122 8.7725350 11.0070003 TCGA-BP-4769 63 0 NA 1876 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 1 7 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.656768066 10.312879439 0.613720228 7.523634089 10.259399259 6.832908997 9.199642411 9.956826684 9.294979311 -0.386279772 -1.147521676 3.658131490 5.832910262 9.742379674 6.064951812 11.302865248 12.026443006 4.935667179 6.908361395 9.821975148 12.207715480 13.801699084 10.491791780 11.289918362 8.718339705 10.092510461 7.109595626 12.908648748 6.783666181 NA 10.076754281 9.169288673 10.344635456 10.190697570 4.567934786 0.198745582 8.998524710 9.261199345 9.767926039 10.411807547 4.880528809 4.137306779 9.701203693 10.339958980 5.679829119 11.119800466 7.973490166 10.013552844 11.622169491 7.773612003 7.679829823 1.613720228 8.476378042 9.847360578 10.707158418 7.610920004 4.257599045 11.024208086 0.003314389 8.756613696 7.701203867 -1.386091221 10.093521091 9.092510593 8.446630918 9.301816250 0.613720228 4.496385649 8.686543247 2.073168989 12.085923986 9.470166301 10.504385121 7.616556195 10.732029850 14.542189835 10.934823345 8.510073408 11.095540296 15.688310934 9.359415089 8.645786666 9.400827148 5.006060099 9.585284441 7.698549104 11.799855104 7.010345712 12.880673761 2.701194161 7.953546370 7.093521091 10.268824313 9.498674517 3.137306779 9.610214299 9.179794914 11.457858141 7.351833243 14.269041528 9.538553295 9.849581654 10.459230877 11.238993103 NA 6.048369165 9.852742660 10.279520860 8.185493438 -0.386279772 8.678483592 9.093521091 8.107596338 10.750411635 8.942415683 8.730084914 9.015687118 9.175028764 0.613720228 10.198233717 8.988780390 9.634026337 9.965784285 10.547062636 8.565025514 11.258559262 9.580967208 12.286829064 7.391818404 0.613720228 9.630549083 8.257597160 7.999603204 10.110095407 NA 0.198745582 3.006064588 13.344529384 3.471720730 10.096044640 3.935667179 9.145122329 9.116572695 9.994742912 2.198714156 7.141218186 7.706498090 11.079052177 10.321099998 11.593626884 10.635414860 8.125493546 5.602424217 10.740445362 7.931153531 4.567934786 8.500961352 8.145122074 3.935667179 0.613720228 10.404496575 13.139873269 9.247644167 11.701866535 10.393049855 1.613720228 10.265689465 7.896829465 10.003404488 9.152899568 7.433920049 10.101078532 10.486415725 5.406597892 9.336548289 9.111592669 11.847060949 10.770771905 13.013085555 9.021985726 11.661716782 9.488722259 9.662908656 10.277743620 8.317644602 2.935667179 9.719649441 12.010479397 9.070721517 6.699611318 10.787730209 10.680166448 9.470944335 10.495237253 11.656597190 11.266361808 7.946896335 10.407344146 9.029260720 4.073168989 7.813413097 NA 10.629155867 7.493323895 12.767767794 9.800474145 8.491791780 11.029746607 9.379441402 10.341661362 7.573742607 10.846386595 8.812185971 8.253985958 10.485261073 3.198698442 4.105594276 7.969091764 4.368628682 1.198682729 4.613743798 10.626714544 7.324546913 10.326211943 6.950604885 NA 0.613720228 11.052532730 10.548537483 11.403681965 11.116821206 10.644408005 9.410591692 8.689153066 5.619366055 11.277298967 11.291900843 9.762852893 11.708973021 NA -0.386279772 NA 10.415449186 8.446630918 9.172161448 NA 13.878366717 14.978748715 12.299475178 9.611442602 10.248098112 0.198745582 0.198745582 NA NA 14.563316829 8.217367417 9.324547363 12.990883599 NA 7.658135061 8.837416953 10.897118633 6.477926605 9.422705004 9.326267905 10.142195021 8.631940954 9.376953209 11.398784568 10.551850217 9.675787004 10.879648874 7.760946104 9.817088863 7.885204004 11.061598954 5.070380740 7.676758229 10.087953778 0.00069327 0.00020250 0.00138680 -0.00332430 -0.01216200 0.00000000 -0.01367700 0.00680440 3.65690000 0.00069327 0.00069327 0.00069327 0.00020250 0.00124810 0.00138680 0.00138680 0.00138680 0.00138680 -0.00097017 -0.00420920 -0.00174050 0.00000000 -0.04360200 -0.04360200 -0.01367700 0.00083195 0.00529590 -0.00609040 0.00471900 0.02146300 -0.03081300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.6041994 6.3619332 9.2201461 7.4901963 5.5600026 9.4474215 11.7618996 11.6357098 8.9800630 11.4076611 9.8347237 2.4211021 6.0566854 9.3736291 3.3686287 7.9152370 10.0384321 10.4864157 -0.3862798 6.2647916 3.1373068 -0.3862798 8.8084977 3.5679348 11.0527613 11.3028652 10.0228189 6.8569147 1.1986827 0.9356860 0.1987456 9.6784836 8.1451221 9.0975565 -1.3860912 3.3141745 10.0960446 10.6598417 7.9198025 11.0793072 9.6885512 8.1625625 10.7936500 2.3141745 10.0985638 9.0082037 6.7222652 6.6958894 9.8207551 8.9887804 12.8695071 9.8533393 10.4146407 13.2914605 13.0177514 7.2467358 8.9072125 10.5164928 5.8805264 10.0793073 10.8781834 13.7269947 9.0178181 10.7612638 9.1692887 2.4211021 9.9723921 9.2852820 13.0631475 9.4138318 12.2868291 9.1548376 7.9800630 13.4202905 11.1326399 9.1451223 16.4462972 11.5936269 12.1072211 12.8931338 10.8569148 0.9356860 9.9795165 10.3606750 11.0569434 9.1115927 7.9037596 10.2638951 13.0582382 7.5024842 11.4900621 3.1986984 4.9356672 8.4560911 10.4053107 12.0518829 6.6416472 0.6137202 NA 10.1826470 12.0758597 11.0025627 7.6221697 11.4265198 11.7217752 12.8540105 11.3028652 9.8219751 10.4917918 5.6471648 9.9384840 4.1373068 9.0294827 7.7911603 10.3080987 5.6798291 9.2932210 12.8752408 8.7130888 11.6987153 10.1577393 1.9356860 14.0896959 5.8204624 5.8991442 7.2010310 9.8910283 9.8097281 2.0731690 9.7287845 10.2625478 8.4337761 10.4375062 9.8557239 8.9602545 12.2051463 6.7634886 11.3089692 10.4736638 10.4541254 2.9356672 11.1254935 9.7216117 2.1987142 9.9723921 7.2467358 9.0618572 7.0772654 10.3930499 9.0450295 3.6137438 8.0188823 7.3141808 12.0104794 11.1412179 10.9682657 12.7677678 10.1921135 10.7186671 10.4852611 10.7698240 8.1548373 8.0124843 10.5555221 9.7372157 -0.3862798 2.6137438 NA 10.9424158 10.1923447 9.6305491 3.3141745 7.6581351 8.2266092 10.3429367 TCGA-BP-4770 73 1 329 NA kidney stage iv t4 n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 2 1 3 2 2 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 5.20202e-07 8.33333333333333 16.6666666666667 18.3333333333333 33.3333333333333 23.3333333333333 9.11545494 9.72782858 3.86198513 8.29069993 11.36551709 7.19791747 0.82635527 11.21580465 9.33415281 -0.49553215 3.96909522 2.41131777 NA 9.33811104 6.85757674 10.77530945 13.03355567 3.89674653 6.62855198 9.96078463 12.22210662 11.43554994 10.96181105 11.21674222 10.14963828 9.10805655 7.12648250 13.52467227 4.82636035 -0.49553215 9.48098706 10.30006399 9.85978122 9.05805939 6.75709527 1.50441700 9.41881526 10.21135783 10.87702318 9.55631886 8.93174303 0.82635527 9.83534699 12.54189133 11.94465050 9.86527720 1.67437025 10.16264170 11.77968173 9.87293662 7.04358948 4.02799443 11.71281697 11.06285087 10.59189302 7.61295472 0.08936255 10.00373293 -1.49573556 9.31660760 8.19791698 -1.49573556 9.12831170 9.91010347 9.28497004 10.21569704 NA 6.10434295 9.24505421 8.97305414 11.37575794 7.95357896 9.11176062 7.36861646 8.36547034 12.31409785 11.78766325 10.17950508 9.71510161 15.76474332 9.36007737 9.96642109 11.18060763 5.24589872 8.28906488 7.77355662 13.15087639 11.21996324 11.90277308 2.52413892 7.46243193 3.63371019 9.28578989 9.07428573 2.50444243 9.35773981 9.16798834 10.46732615 6.75235790 13.20374940 11.77238728 8.62522519 8.40529679 11.25513718 -0.49553215 9.87184488 11.29762706 7.96795477 7.75945881 0.50446785 9.16353421 4.31178645 12.67451172 11.88150510 8.71022338 8.04939444 8.34835106 9.63113467 1.50441700 10.54506235 9.88489123 9.20573657 9.92649496 11.37383127 7.58923841 11.88313011 10.18214987 9.46804889 10.16487186 -0.49553215 10.35851934 9.19795211 8.51285895 10.11129806 NA NA -0.49553215 14.36197387 0.08936255 11.35871421 5.49311570 6.36241203 9.67810730 11.21738699 6.33097781 5.41132116 8.61033871 9.43664492 11.22339111 10.77557514 10.89110107 8.35305329 8.22381879 10.93148111 6.13378749 9.42775763 NA 7.95151320 5.31178645 NA 8.31500189 12.43220815 5.20486846 1.50441700 10.40076259 2.02297140 8.68060320 8.57589241 11.15660967 2.08939645 9.19617374 6.68433907 9.95357882 4.48171226 9.14557888 8.78983226 9.56512608 12.22819778 10.60968396 10.53819728 12.35559361 10.53233615 7.22552945 8.75472853 1.50441700 5.43516851 8.30371181 11.20660287 9.34222360 8.05209577 10.14150790 10.59288717 1.31179372 10.29437136 12.94452071 11.45407454 4.73325129 11.07143555 9.20562393 3.36241378 9.80821095 0.82635527 12.36512920 5.39924630 13.50706942 9.13378672 9.69178225 10.96872064 10.03044023 10.70900133 1.67437025 11.36021166 9.75591255 9.57253672 10.58391495 3.59189480 5.43516851 2.41131777 4.05901776 1.08936255 4.33731861 9.73024017 3.75235255 12.00244790 6.68985125 -1.49573556 2.41131777 10.65354214 11.18917878 11.18391031 10.94503987 11.35695969 8.55155408 5.23900462 5.69089196 10.52714474 8.08185888 9.73204614 10.46298285 6.23234993 NA NA 11.17176352 10.10527225 8.11545520 NA 12.77924509 14.44355022 10.36202248 9.46861223 8.91382110 -1.49573556 2.41131777 NA 0.08936255 13.73471337 7.13378646 9.37787423 12.67435518 1.67437025 8.83870348 8.47733814 10.95538365 5.88813439 10.32938892 11.30229431 8.84983542 9.17065418 10.21265189 11.65592247 10.90717580 9.68992514 10.26140341 7.55699798 9.44841018 10.70010996 11.83506701 3.67516104 6.69237558 10.84622697 0.0000000 -0.4329000 -0.0042929 -0.5508600 0.0502500 0.0871000 -0.5799800 -0.0136770 -0.3101400 0.0399020 0.0399020 -0.0968870 -0.4329000 0.0154470 0.1460700 0.0810330 0.0810330 0.0810330 -0.5171200 0.5346700 0.0298880 -0.0553640 0.1138900 0.1138900 -0.4021900 0.0192230 -0.5377400 0.1521800 -0.5964300 -0.4440500 0.1584600 -0.402 -0.402 0.000 0.000 0.000 0.000 -0.538 0.152 0.000 -0.588 -0.588 0.000 0.000 -0.556 -0.131 -0.423 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 -0.517 -0.517 -0.016 -0.551 -0.111 -0.111 0.000 0.000 0.000 0.000 0.114 0.114 0.158 -0.152 -0.402 -0.402 0.000 0.000 0.000 0.000 -0.538 0.152 0.000 -0.588 -0.588 0.000 0.000 -0.556 -0.131 -0.423 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 -0.517 -0.517 -0.016 -0.551 -0.111 -0.111 0.000 0.000 0.000 0.000 0.114 0.114 0.158 -0.152 9.28906511 5.74283622 8.34205822 8.35928308 7.16727663 7.82410209 11.04043453 10.74652952 8.53509726 11.92690104 10.06857973 4.69425619 7.77121675 9.69548948 1.82635527 8.62207342 10.59586558 9.95357882 -1.49573556 6.40529636 5.86198265 -0.49553215 9.29803346 5.97203548 10.09002652 10.77530945 11.73349531 7.65417701 2.08939645 0.08936255 -1.49573556 10.17420103 6.10434295 8.44106802 NA 6.17685531 10.716319 11.072861 8.877295 11.609520 9.709001 5.148287 9.697956 5.694253 10.636930 7.945299 7.866374 4.996285 10.006267 10.085631 13.809352 10.976867 9.897821 12.928531 13.057219 6.035811 10.444377 11.381906 9.322213 11.079260 7.292333 13.959083 11.108983 4.458625 7.903174 8.359298 10.274268 7.464432 13.402748 8.368616 9.468049 8.215236 6.311785 7.259318 9.949962 6.362412 12.841285 10.775575 12.642302 13.097296 9.701032 5.752358 9.535097 9.961811 10.987490 8.789832 7.208334 10.665877 13.204382 9.736251 12.181709 3.789834 8.045527 1.826355 10.701954 11.946596 7.031907 3.259318 NA 9.866922 13.684961 11.600663 7.215237 9.939058 11.49913717 11.85274340 10.77530945 9.96078463 10.96181105 5.88813439 7.78055486 5.28579058 9.14196074 5.62337234 9.58057779 11.94465050 9.27178701 13.58911320 10.00278085 11.55920408 9.49240462 2.82635527 11.52263037 7.05390634 7.41132116 7.70662724 10.05035994 10.61295463 0.82635527 8.08374630 11.18610786 9.15637892 12.09957110 4.94737160 10.59156152 12.53768109 3.14828336 11.39393413 10.83170215 11.12097900 2.20486063 9.17685556 8.36396476 3.78983356 10.79444901 9.14467507 8.06476324 5.10434505 10.40076259 9.63871538 4.11914034 8.55427879 0.08936255 11.20660287 11.21588204 9.31580485 13.50706942 10.58424830 11.06834144 10.58391495 11.91156516 10.00775908 7.32779783 9.41507286 10.56883616 3.45863136 0.82635527 NA 10.56917292 9.33526216 9.38094715 4.28578689 8.83870348 7.00825605 10.10015389 TCGA-BP-4771 62 1 162 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 3 2 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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9.2396952 9.7161812 3.1944338 7.0974654 9.6630103 3.8724939 11.6979346 10.4960145 8.1707904 4.7984964 10.8981560 10.1790162 11.5791675 8.5406748 9.9261532 14.5328290 9.2605162 7.9557121 8.3514706 5.7502420 10.1643602 7.4514378 11.5958184 7.0897291 12.3814820 2.5720408 9.2939829 9.0374058 11.1565131 9.1560502 3.1944338 10.0399169 8.7115386 11.8552072 7.1430280 15.9223451 9.1355331 10.5903328 8.1089912 11.1710196 0.1355349 7.2818902 12.7689069 10.6416754 9.2034155 5.4332132 8.0583652 9.7304798 8.9799773 11.1726225 8.7697393 9.3112906 8.0384109 8.4438722 0.8724742 9.6373704 8.8543514 10.1625176 9.8998519 9.5357011 7.3991933 11.6233582 9.8526384 13.2936695 2.7204974 3.1944338 10.0074384 8.3693448 9.3787071 10.1803826 NA 5.4209371 4.1652769 13.5947940 5.1799290 10.9710573 12.0401678 9.5784767 9.8520669 9.9092218 5.6380333 7.0343863 10.5349891 10.7987948 9.9498486 11.1950647 10.6273863 8.9493143 9.0504165 10.5174366 7.1835659 3.0100100 0.8724742 8.1762794 2.3579179 0.5506052 10.6472858 12.4507771 8.3384734 10.9517169 9.9578384 2.7204974 10.5018554 7.8634535 9.4131538 10.1721647 7.1467601 8.8959760 6.8859611 6.5070921 8.9157996 8.5547910 10.5645912 11.7407040 12.8883320 8.9290823 11.2928801 9.3506617 9.1166247 9.7286131 9.9461047 -1.4492963 8.4634602 10.9768355 5.1784677 8.0956898 9.9337349 10.9880627 7.1689559 10.3719461 11.4122392 11.1755945 6.4147563 10.3466102 8.5559986 6.2016221 7.8243663 NA 8.1944269 7.5561949 12.0335047 10.6287215 8.4679430 10.7220603 9.3595348 8.7453274 6.2370703 11.1457209 9.3555084 7.2920381 10.4960145 2.6380275 4.0424255 6.4270882 3.1355349 7.1204266 4.0424255 10.4366483 6.0100032 10.2873954 6.6824272 -0.4494933 2.0099920 11.4895989 10.5040396 11.6862800 11.5105726 11.8537806 8.9684232 9.7763806 7.0941051 10.8126656 10.7868839 9.5784767 11.9194863 1.3579461 0.5506052 -0.4494933 10.6955475 8.3850418 9.3889868 8.0524077 12.4853673 13.5392554 10.5687709 7.7012066 10.6186771 1.3579461 1.7204974 NA -0.4494933 14.4307281 7.9684232 9.4139826 11.3494474 NA 9.3245341 8.9598238 10.6821061 7.6353793 11.0858461 9.6952290 10.0130729 9.6733987 8.7793894 11.5156335 10.2975049 9.9288655 10.9385879 8.4634602 9.8785779 8.7229981 10.7003178 5.3211344 8.4971844 10.2895074 0.16685000 -0.00401620 0.00041593 0.00819590 0.32028000 -0.00520860 -0.01161100 0.02665400 0.00986690 -0.28988000 0.16685000 0.16685000 -0.00055444 0.00179370 -0.33133000 -0.33133000 -0.33133000 -0.33133000 -0.00843850 -0.01156700 0.00889200 0.00000000 -0.01697900 -0.01854000 -0.00540290 0.01014600 -0.00456950 -0.33049000 0.01866300 0.02426800 0.00986690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.325 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.325 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 10.4503052 7.1051595 9.8887499 6.9895705 1.3579461 9.4286217 9.5428009 10.5930783 9.5568969 11.0805209 10.5181572 2.1355349 5.7889754 9.3482322 4.1051584 7.7984984 11.2852803 6.8859611 0.5506052 7.7551420 6.1871957 1.7204974 8.8079586 7.0543959 11.0963461 11.2311500 10.3177496 8.9778835 -0.4494933 0.8724742 0.8724742 9.7379228 7.4054393 9.7079176 NA 9.9396643 10.5593495 10.7388504 8.5575981 10.0012665 8.6875618 6.2852801 10.7745724 5.3579249 10.3372487 10.0578698 6.5047666 7.2440574 9.7085492 7.6085624 12.7242478 10.2712425 10.2092285 13.5772670 12.6490963 8.1762794 9.8758762 9.9810232 7.8359727 9.8179426 8.5392554 12.8974999 8.0760914 8.0242765 5.2370703 3.1355349 10.0353935 8.6099152 13.4170286 10.7913620 13.2936695 9.2510104 8.2665326 11.4600888 10.5253437 9.5784767 14.9103717 11.1950647 11.8346718 12.7161843 10.8100198 2.6380275 11.8569172 10.4058285 11.5168959 8.5547910 8.2370713 10.4827855 12.4619627 12.4271836 11.3272073 5.3707502 7.3514702 4.7204974 11.4905171 12.6820258 7.6486028 -0.4494933 NA 10.0479236 12.9655201 11.9330461 6.9976537 10.6449784 11.5581236 12.5142796 11.2311500 10.7192428 10.6469565 9.7385412 12.1211380 6.6112668 8.6849972 6.8126651 10.4282383 6.9125145 6.8634541 12.4156959 9.3802935 11.6830704 10.2716698 3.0741286 13.5587804 8.0881193 7.9976537 8.5070196 9.7569746 10.4890476 5.0263043 8.9997193 9.6830704 7.3547016 10.7658003 7.6031389 13.4221391 10.8626027 1.3579461 11.5677271 11.0376570 10.7204957 3.6380391 11.0424238 9.8724988 6.0017820 10.9723726 4.4813054 9.1032398 7.1317716 9.9578384 10.3680940 7.1541974 8.5729385 6.0343874 10.9768355 10.6051750 10.7385413 12.0335047 9.6065309 10.2353194 10.4960145 11.1917193 7.1726225 7.3352054 10.2691035 10.2427503 1.8725136 0.5506052 -1.4492963 11.4930852 12.1757064 8.8937563 5.4332132 9.3245341 7.5812375 10.2695316 TCGA-BP-4774 57 0 NA 1885 kidney stage i t1a nx m0 female 2005 1885 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 4 3 7 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 5.548821e-07 4.16666666666667 25 27.0833333333333 22.9166666666667 20.8333333333333 9.1560161 9.4333666 9.7721684 7.7159682 9.8955507 7.9500595 -1.4615612 5.5120467 8.3902980 -1.4615612 1.2977197 5.1235131 8.2355165 10.9100531 8.8993959 11.0046252 11.7754598 6.2934367 9.0806132 10.9303266 12.5213641 13.7364791 10.4865509 11.2467705 7.7209433 6.9265664 6.9897601 9.7192971 6.7134745 -1.4615612 9.7320741 9.0041151 10.8018180 10.0408833 3.5385506 2.9308698 8.0364006 9.7988802 10.7507411 9.1633443 5.7673661 2.7864709 9.9452852 10.3442926 6.3777519 9.6240212 2.6260185 10.5678359 10.7224942 7.6652535 8.5086545 1.7084521 9.8993957 10.4211917 10.4916539 7.4985509 NA 10.7052861 -1.4615612 9.0257960 7.7209433 0.5385382 9.9495300 9.7065939 8.6405244 9.6208640 0.1235338 6.6882965 9.1918686 4.3714404 10.7009401 10.9760407 9.6889308 6.8961011 10.1556672 15.1334419 11.1967602 8.7524429 10.7391409 16.2214542 9.5427692 8.7685691 9.5300705 5.1084032 9.3563318 6.9222526 10.7190795 6.3067325 11.7072208 2.6579143 8.8017944 10.0127617 11.6542427 8.9070553 3.5829413 9.9669089 8.0988817 12.2542963 6.9265664 14.7894866 8.8536982 10.1903942 7.3362102 11.3217516 NA 2.7084742 13.3507260 11.3934171 9.1412476 1.8604861 7.8672237 10.7357654 6.9479396 11.7215637 9.1660825 8.8593494 9.1624301 8.5028895 -1.4615612 9.8861701 8.9103252 9.9882133 9.8117614 9.1017449 7.7084735 10.8749492 9.7140983 12.2254869 1.1235338 -1.4615612 9.5483773 9.6266744 8.3394488 9.8587851 1.1235338 6.0777066 6.1751733 13.7785201 10.0767376 11.1065048 13.7479259 8.5733476 9.2389884 10.1578517 4.2389855 6.8100112 10.4847239 10.6668653 10.1760793 12.1474746 10.1088788 8.7159682 8.8772851 10.8035776 5.9814919 1.5385382 3.7084742 8.5511734 2.7084742 0.8604464 9.2639149 12.2383380 8.9887290 10.4521861 9.3627118 3.4454354 11.0735810 8.2715639 10.1466002 12.5135906 7.0542483 9.8041638 6.1235110 5.8423302 10.6002574 8.6971584 11.1945266 10.9786393 13.6337809 9.2094617 11.6936832 8.9574556 10.0178238 9.4004111 9.5553570 -1.4615612 8.1806004 10.9822693 12.2143195 9.1753909 9.9706416 11.4589016 8.5774677 10.5808920 11.0713916 11.4133380 6.3067325 9.9287176 8.7322220 4.6260127 6.9773406 0.1235338 8.5965405 6.9436905 12.6712894 9.4670671 8.7320741 10.7555977 10.9889868 9.5567490 9.6568410 10.9589748 9.1769847 7.1642573 9.9600877 2.3459073 4.6678297 6.7034551 2.5385382 6.7134745 4.0303979 10.4473166 8.1272634 10.5153025 5.6975125 -1.4615612 0.5385382 10.8894879 10.6863896 11.4836267 10.9482048 12.1240981 8.0503014 8.4316986 6.3633796 12.2578306 11.1293696 9.9595615 11.5501254 0.5385382 -1.4615612 0.8604464 9.9125014 9.1760794 9.2791727 NA 13.9442220 14.8057194 11.2320357 8.0232304 9.7619471 0.1235338 0.5385382 NA -1.4615612 13.0437400 7.7864761 9.3491204 12.2641280 -0.4613625 8.5539637 8.7729110 10.9500597 6.9308662 10.2963554 9.7929869 9.5036115 9.0102240 9.1169214 11.4918358 10.8624479 9.6026178 10.6190332 7.9394282 9.4414513 8.3539319 10.5093736 4.4758955 8.0731824 10.1286679 0.00555290 0.00000000 0.01614600 0.00319100 -0.00857660 0.00541390 -0.01326400 0.00388540 0.74290000 0.00555290 0.00555290 0.00555290 0.00000000 0.00986690 -0.52956000 -0.52956000 -0.44502000 -0.44502000 0.00513590 -0.00077978 0.00694350 -0.01395300 0.00599710 0.00599710 -0.01326400 -0.00304750 0.00166420 0.00092654 -0.00553750 -0.00290910 -0.02591500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1328733 6.9092367 10.3025909 6.9944507 1.3459073 9.0092075 5.9731773 10.6685915 8.7959364 11.5245863 9.9632399 -1.4615612 6.0223656 9.8047496 2.6260185 9.3280822 10.5962021 6.1235110 0.5385382 6.4692853 4.5609167 -1.4615612 8.6908337 6.9897601 10.7538845 11.0046252 11.0403486 7.5186886 1.5385382 NA 0.1235338 9.8977491 7.4272919 8.9037776 0.1235338 6.6153648 9.8377567 10.2056602 8.4150657 10.8722632 8.6587867 4.9479420 10.3523299 4.2389855 9.6246849 8.8883828 6.9979799 7.0969692 10.0152949 7.7059668 12.9108697 10.4861856 9.9969553 14.3407369 12.7330747 7.3871712 8.9763009 9.3459037 6.4454387 9.8135091 6.7480023 13.6147798 8.1587687 8.7817226 6.4454387 3.0621044 9.5448748 8.1550975 14.5107208 10.6568410 12.2254869 9.4135300 7.3587277 8.3856062 12.6642851 8.5733476 14.9721342 12.1474746 10.7682688 13.0688331 10.4480668 0.1235338 11.4405469 10.8105953 9.9054172 8.6971584 7.8423296 10.2562251 12.8151093 9.8164173 11.4399813 3.8239531 6.4333668 5.8872767 11.0163069 12.5670591 7.2800154 1.1235338 NA 10.9297923 12.5044232 11.1452385 7.4303321 10.9558738 11.6623468 12.5702499 11.0046252 10.9303266 10.4865509 7.2038844 10.4655859 5.5609167 8.8861700 8.4027350 10.2690189 6.3777519 8.4073714 13.0822766 9.2808582 11.3682714 10.3670819 3.4454354 14.2286013 6.5719710 5.5609167 10.0025124 10.0522764 10.3301186 3.3459073 9.0253838 10.4413007 8.5623031 11.2276731 5.3067325 10.6655758 11.1701805 0.1235338 11.7572633 10.6408525 10.3662883 1.3459073 11.1237460 9.7691697 2.9308698 9.8553958 9.0293996 8.4574121 7.6678318 9.3627118 9.4567337 4.0303979 9.4027348 5.6574885 10.9822693 10.7322589 10.5511733 12.6712894 10.8155455 11.3973068 9.9600877 11.0286475 7.3714386 5.2934367 10.1472656 9.8088440 1.9979788 5.6781001 NA 10.7280645 12.1209036 9.1860072 6.0699298 8.5539637 8.1913939 9.9995165 TCGA-BP-4775 55 0 NA 1843 kidney stage i t1a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 6 3 7 3 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 4.508417e-07 8.51063829787234 34.0425531914894 17.0212765957447 29.7872340425532 10.6382978723404 8.54991825 10.65443993 9.73857989 8.48343531 10.94828473 8.05491249 NA 6.65534038 9.80286189 -0.53763352 2.17283951 6.18355400 8.73857972 9.62484680 8.63238056 10.78410175 11.80855358 9.05491249 9.34280428 11.55438663 11.32625453 14.43894594 9.92802190 11.73011995 8.42535146 6.63238019 8.57879949 9.89864643 5.71984329 -0.53763352 8.58521871 9.87078514 9.86280130 10.04271396 6.56574339 2.04743369 8.64856970 9.63238038 10.82083194 9.48551659 6.34509827 3.59173925 10.56508732 10.09226731 5.50684944 10.80841506 5.16289480 10.39762052 11.09385988 8.27463254 8.48204598 0.04739879 10.94173049 9.95480933 11.17326188 8.55521261 -1.53742411 10.60639022 2.10745354 9.23123534 8.05864498 -1.53742411 10.18355462 9.89812565 9.37908135 8.96869357 0.78442022 6.30794576 9.11411711 1.63236129 10.94198307 9.94778157 9.44829743 5.36934433 11.57898295 16.39821327 10.57065314 7.82000723 9.83423211 15.07660449 9.44473601 8.32199031 9.99870268 5.57097895 9.77420377 7.46245565 10.76823222 5.34509827 12.85255719 2.63238456 8.92043146 9.60583857 10.78015070 8.95531019 0.78442022 9.75420173 8.40203484 12.96609486 8.31420437 13.95862951 10.43687006 11.06349492 6.75247431 11.35651530 NA 2.85477365 12.34891412 12.95849778 8.31420437 4.16289480 7.99773104 8.86013007 8.11350725 11.60344493 10.09681278 9.25198910 9.47995988 9.87925302 -0.53763352 9.85316185 8.19037584 9.75189799 9.96528719 9.11440399 8.11709137 11.32792775 9.58915993 13.62445330 1.78437834 -1.53742411 10.14808033 9.40060154 8.24709013 10.01560475 -0.53763352 7.17326138 3.88872377 13.06393607 6.19716557 10.78184531 13.24304646 9.99383694 8.85477272 8.83966582 3.32044135 7.01320206 10.66243446 11.37178601 10.03704899 12.02118463 10.70265044 9.11798614 7.68162425 10.44330899 3.59173925 1.92189329 4.21733930 7.50957947 3.32044135 -0.53763352 9.35651535 13.58281482 10.16635894 10.00064442 9.67738156 3.95430800 11.35935540 8.03799493 8.71217342 11.72631145 8.51502366 9.59688167 6.67190899 6.35727400 9.97914034 9.40789931 11.69337653 10.67829176 13.07791265 8.66031115 11.48846008 8.60838753 10.76280797 10.28532095 10.87476062 -1.53742411 8.60328510 10.92802182 9.32417830 8.26048960 10.01320220 11.84075027 4.26981115 10.07578450 11.13289039 10.71127248 4.59173925 9.68766279 7.67917675 5.61220209 6.56048722 0.78442022 9.03515567 8.20896979 12.40817357 9.42318148 8.84399829 10.31732386 10.64298625 9.43973532 7.23724247 10.76368577 8.75362626 8.32973401 10.02946075 2.36935480 3.50685579 4.36934782 5.69108186 8.95731103 3.74304096 11.41428651 7.28263440 9.99267639 6.24584739 -1.53742411 -1.53742411 10.71954857 10.29692653 10.86839462 11.01127737 11.86812878 8.66946974 9.97665161 6.40789995 11.37028500 12.01956008 9.72865642 11.60152707 NA 0.78442022 NA 9.87608331 8.45114021 9.88767133 1.04739879 12.45707404 14.62005895 11.16571018 7.39410852 10.22774156 NA 0.46247119 -1.53742411 -1.53742411 13.77986804 9.21817766 9.57554643 11.47053381 NA 8.61600732 8.89626004 11.25096986 7.40789910 10.13222633 9.57749907 9.91057168 8.37684037 8.87502529 11.37009724 11.52247580 10.37534478 11.08907708 7.46807985 10.31029581 7.07348072 10.07255751 5.53969856 8.14571311 9.50479873 -0.3440400 0.3143400 0.0055529 0.6976400 0.3248100 -0.3630600 -0.3517900 0.0442900 -0.0796090 -0.3222800 -0.3440400 -0.3440400 0.3001000 0.3143400 -0.7390600 -0.7390600 0.0055529 0.0055529 -0.0081859 -0.0029091 -0.3552200 -0.3630600 0.0163900 0.0163900 -0.3517900 0.0080833 -0.0040162 0.0189430 0.0252750 0.0425900 -0.0785440 -0.352 -0.352 0.000 0.000 -0.348 -0.348 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.344 -0.344 0.000 0.000 0.000 0.000 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.325 0.325 -0.363 -0.363 0.000 0.000 0.000 0.000 -0.352 -0.352 0.000 0.000 -0.348 -0.348 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.344 -0.344 0.000 0.000 0.000 0.000 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.325 0.325 -0.363 -0.363 0.000 0.000 0.000 0.000 10.25402530 6.29534467 9.98748672 6.50635757 NA 8.65474807 12.43740771 10.48916909 8.70919619 11.09549830 10.38020043 -1.53742411 6.43399931 9.25035788 5.23064111 9.08359155 11.83627219 6.67190899 1.46247119 7.55521261 4.24381377 -0.53763352 8.95631081 8.54060621 10.40627060 10.78410175 10.58352266 8.07163397 4.16289480 -0.53763352 0.04739879 9.52044720 7.76395195 9.57489490 1.78437834 6.43973616 9.9270012 10.1193271 7.9879762 10.1594229 8.4137400 6.3693461 11.1624616 7.4736830 10.1126097 9.9972447 6.7103835 6.5761971 9.8617333 6.7616629 13.2495928 9.9213746 10.3924535 13.5991262 12.6966741 8.1524532 8.7944919 9.3435695 6.9899326 9.3305062 6.8718461 13.0980035 7.7843836 10.6933765 4.7292428 1.9218933 10.5482598 9.7298274 13.8495303 9.7174840 13.6244533 9.5538907 8.9512999 6.3204359 11.3597337 9.9938369 15.9500443 12.0211846 11.6969735 13.9261075 11.6337886 1.0473988 10.4886330 9.9315885 10.0535102 9.4078993 8.4680798 9.4931225 12.8738340 10.8713159 11.3192680 6.1698148 7.4848229 6.9662816 10.6645793 12.7680185 7.0586455 -0.5376335 NA 11.6087059 12.0678192 11.1831251 7.7866362 10.8227539 11.6002471 13.2143656 10.7841018 11.5543866 9.9280219 7.0697859 10.7852286 8.4425948 8.8298702 6.3142053 10.6087059 5.5068494 7.2339446 12.5506267 8.9957852 11.7333347 11.0232659 2.5499156 13.3350822 9.0032711 7.1419355 9.0038909 9.9687630 9.8039743 6.3328207 9.6179062 10.2874141 9.3063764 10.6210651 6.5285448 11.8234397 10.6553646 -1.5374241 12.5642670 10.4311222 10.2961362 1.0473988 11.2925744 10.2894011 3.7103822 9.8369515 8.5865767 9.3312780 7.7707947 9.6773816 9.6887532 5.8887213 8.5904497 4.2438138 10.9280218 9.9437504 11.2370366 12.4081736 9.8908156 11.4440227 10.0294608 10.7312898 7.3511990 6.6473303 9.6882653 9.5657432 2.7843783 5.3453431 -0.5376335 11.1747675 11.7523605 10.2223436 5.0771661 8.6160073 8.4383032 9.7038429 TCGA-BP-4776 52 0 NA 411 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 1 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8050193 9.4770865 9.1269473 7.6201795 9.8664674 7.6861139 8.4496059 6.7614528 8.2727282 -0.4987902 3.1871818 5.2291572 7.5180464 10.5626097 9.4941770 10.1710094 11.6185570 4.5456348 10.3118102 9.9555379 12.0765414 14.1939156 10.4792339 11.1793985 8.0748859 6.7009113 6.0090336 11.7042806 6.9275030 NA 9.1985884 8.6811477 10.5497254 10.3230125 2.9606785 1.0861723 8.5887015 9.4597912 10.4452184 9.4364036 5.1450946 6.1594496 9.3102026 10.5222185 8.2494316 9.9840466 4.5456348 10.6623705 10.6452594 8.1982058 8.5807232 1.8231787 10.3529875 10.2197714 10.0625265 7.6201795 -0.4987902 10.4931217 1.0861723 9.1522902 8.0862010 NA 9.9627180 9.1754308 8.0248006 9.3482959 NA 6.7773632 9.2627897 NA 10.7137349 11.0620490 8.5124659 6.5124655 9.2635042 14.4285535 10.8978433 9.3435888 10.6941478 15.8366812 9.3945401 8.3746826 9.2577949 4.9606692 9.3021385 7.5456325 10.7825891 6.6407901 11.0193999 3.3085939 8.7675800 10.2536192 11.7932725 9.0615713 2.9606785 10.1877390 7.6811477 11.2321332 6.1305953 14.5296393 8.8806170 9.7381377 8.2257526 11.3178222 NA 3.2016809 13.6447812 11.3956774 9.1104173 0.5012098 7.1736641 10.2034113 7.4378769 10.8554879 7.8719262 8.8871009 8.2627897 8.9810189 -0.4987902 9.6188815 8.9910864 9.5992706 10.5880382 9.5483624 7.6761644 11.2905276 9.7456024 11.3126132 4.3085939 1.5012608 10.2180580 8.1877390 9.4245661 9.2325576 -0.4987902 4.5012417 2.0862063 14.0232070 9.7527210 11.3903622 13.4922288 6.7009113 10.7021372 10.3435889 3.2016809 6.8410888 10.1771955 10.1141071 9.5793893 11.3301287 9.8209107 8.1305953 6.8141210 10.8691992 7.0936954 2.5012353 2.5012353 9.1232904 1.0861723 1.5012608 9.3053696 12.1340066 8.7420298 11.2673533 8.9586194 2.6871055 10.5054590 8.5565210 11.1682569 11.3021384 6.3341284 8.9647628 9.2068710 4.6711631 9.7645077 7.9688442 10.4927604 11.3922627 12.9546378 10.1286174 12.8513490 9.0519854 9.8004465 9.3309612 10.3333374 2.3085939 7.9606704 11.6407899 10.7505831 8.3477631 9.2544554 10.8180857 8.5619344 10.2907721 11.3892207 11.3202201 6.2956551 9.8686533 8.5341659 4.3592189 8.2661100 1.5012608 8.8410885 5.4081276 13.0466857 9.8719259 8.8299136 11.0095285 10.7727016 9.4304969 8.5012385 11.0204571 9.6799033 7.1011510 9.7773630 1.5012608 4.5456348 7.2085972 2.3085939 6.9441826 3.9606692 10.0080420 7.5992709 9.9391258 6.7967781 NA NA 10.6867335 10.2552909 11.2764373 10.8366289 11.6123742 7.7204071 6.4201017 5.8572072 11.5093169 10.7843269 9.8609881 10.8681071 1.0861723 NA NA 9.5780541 9.7680252 9.0365138 2.8231583 12.9301221 15.3387186 11.3945401 9.3169580 10.0149661 1.5012608 2.8231583 NA NA 13.4530696 6.3467282 9.3545480 11.8018771 1.5012608 7.8978430 8.5047002 10.8112832 7.6458969 10.0824391 9.9920895 9.1342338 9.0691946 9.4466824 10.9910865 9.7336594 9.4186106 10.9885761 8.1414834 9.3293750 7.7009106 10.1441927 3.7574927 8.7238643 11.4924060 0.00097064 -0.00329360 0.00527490 0.46895000 0.00124810 -0.00110870 -0.00926660 -0.00027724 0.00000000 0.00097064 0.00097064 0.00097064 -0.00329360 -0.00329360 -0.50380000 -0.50380000 -0.50380000 0.00527490 0.00044175 0.00152550 0.00291330 -0.01381500 0.00013863 0.00013863 -0.00636680 -0.00235530 0.00346870 -0.00304750 -0.00152430 -0.01202400 0.00000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.087140 7.478518 9.910630 7.417237 NA 9.599271 7.620179 11.049232 8.970880 11.779136 9.765681 1.086172 6.501238 10.256961 3.201681 8.869745 9.960670 9.206871 1.086172 6.919091 4.501242 1.823179 8.942108 7.593995 10.797667 10.171009 11.722744 7.467023 1.823179 NA 2.671157 10.616933 8.141483 8.838860 1.501261 7.389981 10.246913 10.004070 9.145095 11.147347 8.215484 6.256126 9.418611 3.308594 9.534662 9.067293 7.093695 8.795859 9.638230 8.374683 12.247753 11.416744 9.634381 13.826474 12.846367 6.282597 8.960670 9.371603 7.620179 9.860988 6.443753 13.527070 8.744412 8.722826 6.952450 3.823168 9.580723 7.671164 14.092118 9.927503 11.312613 9.123290 6.383882 10.059659 11.941589 6.700911 14.497580 11.330129 10.213765 13.442745 10.096496 1.823179 11.513863 9.257795 9.708253 7.968844 7.551087 9.914866 12.167684 9.097428 11.075359 5.710691 6.952450 5.567326 10.593996 12.215484 6.346728 NA NA 10.359997 12.582888 10.632420 7.753904 10.312613 11.7764901 11.9782378 10.1710094 9.9555379 10.4792339 6.6711631 10.4828058 4.7106907 9.2359482 7.8410888 9.5096671 8.2494316 8.4727822 12.5368779 8.0824391 11.2473329 10.1423871 2.5012353 13.8144050 6.7013037 5.5673264 9.1791871 9.9421077 9.8924821 4.8935564 7.9483217 10.2735531 8.2496326 12.2700432 3.8935564 10.7070318 11.7002973 0.5012098 10.9560519 11.2038441 10.7866408 2.0862063 10.7883737 8.9275033 3.5012353 9.4245661 8.2956546 7.4554349 8.4260509 8.9586194 9.5736392 8.3990839 9.7515370 4.5887026 11.6407899 10.5926739 10.3960563 13.0466857 10.6661454 11.0418510 9.7773630 11.3182222 7.8095778 5.0862021 10.0335945 9.6661455 0.5012098 5.8231659 -0.4987902 10.4641345 12.4752892 8.3654248 4.9606692 7.8978430 7.9275030 9.7715339 TCGA-BP-4777 46 0 NA 1731 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 4 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161616e-07 6.936026e-08 0 42.8571428571429 7.14285714285714 28.5714285714286 21.4285714285714 8.2680399 10.5278464 9.7734638 8.2078406 10.3651168 8.3346514 7.9994673 7.4758931 8.8791730 -0.3448314 2.8016553 4.2698785 6.4100595 9.0835317 6.5680610 10.4801303 12.5503681 7.1104990 11.1972360 10.5914414 10.7525453 14.6234031 10.0986331 11.3082405 9.3451695 6.4033649 6.6267151 11.8313447 6.6035388 NA 8.2326003 9.3355310 9.7016135 10.0132733 3.6995627 0.6551686 8.9759720 9.4266610 11.6381651 9.2259759 7.0214942 9.4888522 9.9446141 10.6837683 6.1865521 11.9845474 9.8694907 10.4479618 10.4332487 9.4422578 8.4528330 4.4880586 10.8679718 10.5061396 10.5305369 7.5316887 3.6995627 10.4732343 0.7828279 8.7158673 7.9680545 1.2401311 10.2587979 9.6403019 8.4990925 9.7188092 -0.3448314 7.6551715 9.4673488 4.7212633 11.2018248 10.1752990 10.6427908 3.4100561 10.3738499 12.5075059 11.2824774 9.1115259 9.1836257 15.9752493 9.5115971 8.2790529 10.1535221 4.7844569 9.5293845 7.1748079 10.4025253 7.0645628 12.4274861 1.8250936 8.2072067 8.3881870 10.4100590 9.3284806 1.9770967 9.3364099 8.5784991 12.3475691 8.0772361 15.3806447 8.9428839 9.7770935 7.5408681 11.7971190 NA 4.1787306 13.3955320 11.4894450 8.0474888 7.2020660 8.1022545 9.8505436 8.4299586 10.2990277 8.6663987 8.8707044 9.0581836 9.1510264 -0.3448314 10.3813897 8.9589523 9.6726758 10.6431460 9.4422578 8.4625264 12.2220806 9.2438861 12.4084927 2.2401311 3.3556083 9.7413077 10.0182112 8.8200784 10.0458779 -1.3448314 2.4625235 4.0814334 13.7938833 9.3830919 10.4713551 13.0023776 9.1001864 10.0274925 9.8093567 4.4625235 6.3556119 10.5515039 10.4475551 10.0908418 11.3691594 10.3187297 8.4753504 10.6256370 10.8213346 4.2401311 2.3556083 0.2401311 8.9589523 0.9770967 -0.3448314 10.1555155 13.3070080 9.4373507 10.2068798 9.6209558 1.4625235 10.2817932 7.8099893 8.8708378 12.7592788 6.9635100 8.6064563 5.5499895 6.7050199 10.3898811 8.4398064 10.7663072 11.0811741 12.5949344 9.1990443 11.8406664 9.2039935 10.6674469 9.3907274 9.6796186 1.6551686 7.7212605 11.0135480 8.9843176 9.0505343 9.2297650 11.5187771 8.3133828 10.1120392 11.4532382 10.5143180 5.7104538 10.1074127 8.0142403 5.3830925 6.6093679 NA 8.1207381 6.5193579 12.8381865 10.7799390 8.8137812 10.8185067 10.4572839 9.0635013 6.4943756 10.5629598 9.3512697 6.9172659 9.9916780 -0.3448314 4.7636984 7.0039001 2.3556083 8.6281513 4.2698785 11.2680400 6.0474882 9.7505685 6.5448269 NA 1.9770967 10.7151919 10.3886106 10.7931232 10.8310329 11.1309049 9.9583815 8.8136424 6.8680817 11.2264501 11.0069389 10.1792234 10.6910016 0.6551686 -1.3448314 -1.3448314 10.1268467 9.5680608 9.3779790 7.8250968 12.9977324 14.1491520 11.5890466 7.5165069 9.6940906 -0.3448314 1.6551686 -1.3448314 0.9770967 14.1858522 7.7158673 9.3258278 11.5180026 -1.3448314 8.4447052 9.1495170 10.7246213 6.6495249 10.0809120 9.7426343 9.7857421 8.3983230 9.2606510 11.2119170 10.9107903 9.7960013 11.4440937 8.0814360 9.5471830 7.1063829 9.9844072 4.0447351 7.6916751 10.2326003 -0.0618230 0.0104240 -0.3711000 0.3866300 0.0000000 0.0083351 -0.0712050 -0.0663860 -0.0349040 -0.0618230 -0.0618230 -0.0618230 0.0104240 0.0104240 -0.3959300 -0.3711000 -0.3711000 -0.3711000 0.0157270 0.0047190 -0.3747100 0.0083351 0.0116790 0.0060032 -0.0685290 -0.0683950 0.0063871 -0.3008700 -0.0071958 -0.0008316 -0.0349040 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9446141 6.9771001 9.9219580 6.8691990 NA 8.6523510 8.6509386 10.1817539 9.0603131 11.4896149 10.3595074 1.8250936 6.2250262 9.3044278 3.4625235 7.9793520 10.7685881 5.5499895 -0.3448314 6.3830925 4.4880586 -0.3448314 9.0105225 6.3275976 10.5830568 10.4801303 11.1138242 8.7399800 0.2401311 NA 0.9770967 9.8169332 8.2174140 9.3302465 0.2401311 7.9428839 9.937681 10.105352 8.162966 9.552261 8.091883 7.162966 10.100186 5.488062 9.830097 9.862186 6.410060 8.192390 10.227398 7.745284 13.176404 11.314722 10.281337 13.386384 12.536859 7.355611 8.700931 9.602078 9.139994 9.436531 7.449587 13.049902 7.794723 9.524765 4.699568 2.742631 10.756491 8.170871 13.677279 9.492011 12.408493 9.117674 7.562062 9.759115 10.618790 9.100186 15.481559 11.369159 11.146022 13.710073 10.895068 2.462524 10.838497 9.940574 10.797917 8.439806 8.030211 9.638878 12.908280 12.089278 11.651998 5.562062 6.849928 5.597686 11.532456 12.429238 6.683077 NA NA 9.725292 13.053581 11.084526 7.056051 10.744291 11.4813227 12.4683514 10.4801303 10.5914414 10.0986331 8.6281513 11.9582387 6.4943756 8.9680545 5.9030985 10.0388758 6.1865521 6.8887907 12.7277865 9.2863484 11.5328391 10.3342117 2.9770967 13.3685043 7.4116279 6.8499280 8.3335606 10.5976860 10.1505269 5.8839898 8.7077394 9.8995353 8.3446279 11.6388777 8.2808802 13.1700088 10.4669475 NA 11.9463422 10.6213165 10.7838103 1.9770967 9.9131485 9.5139297 5.5859090 10.6674469 7.8275993 8.5680610 6.6885944 9.6209558 9.5630086 7.3659777 9.2240777 4.7426368 11.0135480 10.4311933 11.2899825 12.8381865 10.9036921 11.2606510 9.9916780 11.1030296 7.5947508 6.4100595 9.6238383 9.2781384 3.4100561 5.9030985 0.2401311 11.3089123 11.8392953 9.0105225 2.7426315 8.4447052 7.9312960 10.2717204 TCGA-BP-4781 78 0 NA 2080 kidney stage i t1a nx m0 male 2005 2080 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 4 2 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 4.161616e-07 14.6341463414634 19.5121951219512 12.1951219512195 36.5853658536585 17.0731707317073 8.2196719 10.4784604 9.3247690 8.5753615 10.4384257 8.3515484 NA 6.3424996 9.5343136 NA -1.2115649 3.7159592 5.5866777 9.0285835 4.9265261 10.5940544 11.9614445 8.4462116 8.5951053 10.6987903 11.4199622 14.6012774 9.9175936 11.1192761 8.7236678 5.9175941 8.1772635 12.4180829 5.9175941 NA 7.4290267 9.6027885 9.5379615 9.3230786 3.9086016 -1.4134994 8.6338006 9.5894918 11.0517329 9.6338006 5.8812975 6.1940063 10.3622870 10.9018263 4.9086064 11.3101243 9.3348695 10.2905803 10.8531705 7.9131060 7.3515479 4.7364263 11.2961914 9.8778474 10.7900247 8.0825318 4.3469002 10.1412128 1.4306600 9.9058521 7.6608181 4.1102379 10.0129415 9.1335712 8.1958554 9.4645053 2.4935705 6.6090443 8.8334173 2.6741442 11.4965698 9.1650494 12.2372797 4.7364263 12.8896155 15.4136596 10.9381682 8.7553490 9.4731355 15.5546909 9.1584294 7.9198323 10.5441416 4.2013829 9.8244842 8.2233014 11.1789002 8.1603237 13.3255606 1.1740228 8.1582396 9.7023706 10.0461084 8.7566017 1.7565964 9.3589913 9.5055399 12.3365461 7.7566017 14.8239324 9.1725783 11.1696114 8.7172473 10.9049371 NA 8.6324365 12.1777315 11.1124422 7.6714852 5.5408735 8.8009960 8.8238866 9.9693007 10.5383257 9.0563185 8.5085178 9.3672164 10.3622870 -0.4133073 10.0613967 8.0150370 9.4469877 10.5915994 9.2948985 8.8440645 11.9403584 9.4935673 13.0166065 0.1715912 1.7565964 10.5233147 9.4258805 8.9714605 9.6269664 NA 4.3145950 2.8346101 14.0442500 7.9918183 9.5993012 10.2381770 9.6392448 8.8082637 9.4274547 3.1716392 6.1335717 11.5914239 11.4114366 10.2242073 12.0623760 10.7687606 9.1063130 9.6628243 10.9046546 5.5524601 3.1102463 6.6255963 8.3315104 3.1102463 -1.4134994 10.1963172 13.3932767 9.7095047 10.0745168 9.6419592 4.6952032 10.3192682 7.5025558 9.5137065 9.8732345 7.1865897 9.5144547 5.4935673 7.1412652 10.3310901 9.8662874 11.1800678 11.8619283 12.3649592 8.8985273 11.3275116 8.6255956 10.7798941 9.7383276 8.7056179 -0.4133073 8.6487228 11.4106410 8.5528792 7.7355601 9.1735165 11.3548610 8.4132251 9.8984250 11.9376159 10.7303788 3.9442306 10.3306695 8.1147985 5.7863481 7.5753615 NA 9.0745167 8.1102385 13.0622202 9.6873391 8.8732346 10.5535426 9.7204611 9.6561265 6.3482271 10.3836856 8.8238866 8.7727909 9.7408620 1.7565964 4.4446604 4.5639574 3.3940339 8.6991161 4.1412693 10.9420278 5.0785287 10.0195422 6.1865897 NA NA 10.6994420 10.2948985 10.8847393 11.2219413 10.3064933 9.0603825 9.3680037 6.1514367 11.1460538 11.5812069 9.6794338 9.9719999 0.5866927 1.9086208 -1.4134994 9.8961530 8.8743891 9.0944712 6.5055401 13.7091003 13.4297635 11.1937758 6.4623338 10.1912300 -0.4133073 1.7565964 -1.4134994 -1.4134994 14.9074244 9.5908973 8.6255956 11.7373760 -1.4134994 7.0704924 9.1132249 11.7481236 4.8154935 10.5835033 9.2511240 9.0674669 8.3448999 9.0150370 11.3264574 10.9695709 9.8034226 11.1158632 7.4631933 9.7459173 6.6034854 9.8232889 4.2871176 6.6365246 10.1617432 0.5204800 0.1216700 0.5805900 0.5227500 1.2396000 -0.1240800 0.1115500 0.1042400 -0.0057219 -0.2740700 -0.2740700 0.5204800 0.1216700 0.1216700 -0.8358200 -0.8358200 -0.8443900 -0.8443900 -0.0661180 0.5497100 -0.8555500 -0.3032300 -0.2808400 -0.2808400 0.1115500 -0.0809400 -0.0730760 -0.3603400 0.1232900 0.0643680 0.0164250 0.112 0.112 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.107 0.107 0.104 0.104 -0.528 -0.528 0.000 0.000 -0.274 0.246 0.302 0.302 0.120 0.107 0.122 0.122 -0.819 -0.819 0.000 0.000 0.550 0.550 0.135 0.135 1.457 1.240 -0.124 -0.124 -0.281 -0.281 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.107 0.107 0.104 0.104 -0.528 -0.528 0.000 0.000 -0.274 0.246 0.302 0.302 0.120 0.107 0.122 0.122 -0.819 -0.819 0.000 0.000 0.550 0.550 0.135 0.135 1.457 1.240 -0.124 -0.124 -0.281 -0.281 0.000 0.000 10.1165953 5.3415660 9.3128950 6.2914102 NA 8.5539030 11.6225068 9.7985650 9.8743891 11.1185918 10.4788400 4.1412693 5.9875551 9.0613966 4.9994589 6.8106783 11.0855259 5.4935673 -0.4133073 6.0624110 5.5174143 1.5866927 9.1527308 8.3162974 10.3380367 10.5940544 10.0830362 8.2395217 2.9086016 NA NA 9.2731771 7.5408727 9.4298126 2.0461068 4.1716392 11.214894 10.755662 7.738962 10.625253 9.361464 6.917594 10.704969 5.029621 10.493567 9.680754 6.230534 6.354861 10.770002 6.394032 13.406457 10.060383 10.443880 12.781741 12.957479 8.581030 9.328986 9.900127 7.175391 9.230533 5.186588 13.434370 8.295761 9.479219 6.695202 6.786349 10.867158 10.453955 14.326932 9.018174 13.016606 8.676789 8.502556 10.911420 11.265497 9.639245 15.153593 12.062376 12.094719 14.261531 11.036599 5.540874 10.098923 11.169995 11.406656 9.866287 7.851119 10.543053 12.950675 10.190303 11.388385 5.012940 5.230534 6.321387 11.427651 12.122317 7.708210 -1.413499 -1.413499 11.438621 12.947181 11.523313 7.526256 11.165993 11.580677 12.895442 10.594054 10.698790 9.917594 5.953000 10.068476 6.546678 8.466260 4.586675 10.327722 4.908606 6.021304 12.773627 8.586677 12.174689 10.544867 2.586669 12.495069 5.469687 5.890456 7.596729 10.364754 9.368856 4.110238 9.479978 10.047133 7.862801 11.545048 8.299204 11.340520 9.310338 2.756596 11.613892 10.674140 10.079031 -1.413499 10.747809 9.599999 1.171655 10.404859 8.376210 9.704969 7.283644 9.641959 8.709867 3.444654 8.959542 3.908602 11.410641 10.416003 11.307990 13.062220 10.034277 10.792165 9.740862 10.452023 8.135498 6.444657 9.650072 9.650072 1.586693 1.586693 NA 9.497319 10.321297 9.726228 3.171639 7.070492 8.226922 10.209186 TCGA-BP-4782 55 0 NA 354 kidney stage i t1a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 NA NA 3 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 5.20202e-07 5.12820512820513 17.9487179487179 15.3846153846154 39.7435897435897 21.7948717948718 8.0708004 11.6892966 10.3089172 7.9641895 10.1449493 7.7757940 7.7757940 7.7130304 8.9726757 -0.4410467 2.5436444 4.1737591 5.0509021 9.8479139 4.4659353 10.7144986 12.2782227 7.3105919 10.2056065 10.3288856 11.9581922 13.8125293 10.1970311 11.3247483 7.9449100 6.6675728 6.8069749 13.7649598 6.1663780 NA 8.9449103 9.6298396 10.1279540 9.9524383 3.8809793 0.1440464 8.6857524 9.2767242 11.0235936 9.3469505 5.7587189 5.5132444 9.8217300 10.8565373 5.5702747 11.3295052 6.5534020 10.9729402 11.0618796 8.1974836 7.3760316 3.9853092 10.7791238 10.2715748 10.7255247 7.4956856 1.8809597 10.6664447 2.1123999 9.8275898 7.4779112 1.1439811 10.3309499 9.8275898 8.5800279 9.6806719 4.2594909 6.6675728 9.8028168 2.6465083 12.1204551 9.7358442 9.1222441 5.7488718 12.2214948 11.6283297 10.9973199 8.9252497 9.9416718 16.4542503 9.4324920 8.6451839 10.4232339 4.2314708 9.4905240 7.1477626 10.9486792 7.4013984 14.1016565 1.1439811 7.8464369 9.3599476 11.0801574 9.4599146 0.1440464 9.4317226 9.1393063 11.6049781 7.9663157 15.3508601 8.4674405 10.1170762 8.5576383 11.9359871 NA 6.0668426 13.2888278 11.9892390 7.4927385 5.6034424 7.3664027 9.9368006 8.1810996 11.3863905 9.4584048 9.0529033 9.2001963 9.0061311 NA 9.9868845 8.6896182 9.8525195 9.9319129 9.6844613 8.1700728 12.1111885 9.4115773 13.2989339 0.8809597 2.0184917 9.5653738 9.7660621 8.8069752 10.5004623 NA 4.1440137 2.6465083 13.9765377 11.6012202 10.0588937 12.5388302 9.4355648 9.0081964 9.5334623 4.3664062 6.9209911 9.2886686 10.9370716 10.5530476 10.9679772 10.6431919 8.5103326 9.5491518 10.6899401 4.8809744 2.1440137 3.2594834 8.1608184 3.2029035 -0.4410467 9.4786560 13.3345038 9.5576383 10.4956858 9.6747417 2.0184917 9.9657843 7.3371250 9.4080541 9.3824150 6.8444497 9.1030462 6.6465112 6.0826089 9.6136521 8.8988979 11.9063923 10.9005666 13.2732933 8.8152565 11.5431102 9.5262741 10.3218450 8.7745809 9.2358864 -1.4410467 7.9033438 11.3299181 8.6960390 8.6999798 9.9556525 11.4864554 10.6921900 10.3210145 11.7426832 10.8158462 5.8988976 9.6960389 9.0879218 5.2594872 7.4897854 NA 7.7854603 7.1884049 12.5864355 10.2292614 8.9545819 10.9091583 9.9132972 9.4324920 7.6623358 10.9214492 9.0559017 8.4553802 10.2001965 0.8809597 4.9513640 7.1251014 2.2594834 8.0225720 8.0225720 10.9915897 6.6934744 10.3855963 5.3759048 NA -0.4410467 11.4064967 10.5646723 11.4559478 10.6889747 10.5938467 9.0698120 9.0407766 5.3774396 10.8545298 11.0166852 9.7220684 11.7422179 3.0826174 -0.4410467 NA 9.8949964 8.9705589 8.9481415 7.1020796 13.1785800 14.0045154 11.0393332 7.0576181 10.1049775 -1.4410467 0.8809597 NA 1.5590512 14.3550367 8.2332400 8.6909049 11.6020751 NA 8.5391875 9.3062590 11.0123184 5.8719299 10.5886802 9.3493962 9.5821090 8.3387671 9.1663780 11.6693680 10.6054897 9.7408212 10.9476033 7.8490666 9.4371601 8.4883061 10.4504518 5.0932348 7.5090204 9.8747635 0.00013863 0.01237600 0.00458000 0.00861350 -0.00360110 0.01796300 -0.00719580 -0.00360110 0.00708260 0.00013863 0.00013863 0.00013863 0.01237600 -0.46483000 -0.44905000 -0.44588000 -0.44588000 0.00458000 0.43919000 0.00471900 -0.00041585 -0.45878000 -0.12966000 -0.12966000 -0.01119800 0.00000000 -0.00080156 -0.02671400 0.43210000 -0.01261300 0.01908300 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.432 0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.432 0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 0.000 -0.130 -0.130 0.000 0.000 10.3800245 6.8988976 10.1155539 6.5770813 NA 8.6844611 9.6928322 10.4013982 9.8582558 11.3324013 10.6435241 0.5590512 5.8444509 9.2065062 3.2594834 7.1326951 10.9149495 6.6465112 -1.4410467 6.3404074 3.9853092 -0.4410467 8.4076706 6.4897854 10.8368728 10.7144986 10.5718923 7.5044917 0.1440464 NA -0.4410467 9.7445427 7.3631790 9.0914036 -0.4410467 6.5590482 10.3424553 10.2629514 7.8966696 11.0759789 8.2629513 7.4868254 10.9386969 3.8069736 10.0623766 9.8815394 6.4170288 7.1992925 9.8264198 7.4779112 13.4143056 10.2625189 10.0373118 13.0870134 12.1285474 7.1134828 8.7377128 10.0453800 7.1589610 9.6636465 5.8069762 13.0497107 8.1956724 9.4920008 5.1884049 1.1439811 10.7198647 9.1145956 12.9641893 8.8707962 13.2989339 9.1184249 7.7806349 12.3487852 10.4580270 9.4355648 15.6094598 10.9679772 11.7073655 12.8626145 10.9481413 -0.4410467 10.8562507 10.8022218 11.2378680 8.8988979 7.5618630 10.0618796 12.8831580 10.8084576 11.5669511 3.0184739 5.7587189 6.6411963 11.5461341 12.2239395 8.2173306 NA NA 8.5103326 12.7920682 11.3048544 6.5758554 11.1069063 11.7412869 12.9985541 10.7144986 10.3288856 10.1970311 7.0786845 12.3606551 5.7878660 8.9438317 6.7239544 9.9077759 5.5702747 7.3567090 13.0164229 9.2437964 11.6150081 10.4143056 1.8809597 13.8934957 6.3007168 5.6779902 8.8131315 10.4591599 10.1212903 5.1589590 9.3436827 10.7896687 8.3712252 10.9074993 7.4170288 12.0876240 11.0357940 0.1440464 11.3645902 10.5146977 10.5537548 1.1439811 11.1638327 9.4726852 2.2594834 10.2185977 5.7782165 9.3736302 8.5030279 9.6747417 9.6050259 4.3139351 8.8211426 4.9684410 11.3299181 10.3440915 10.9585927 12.5864355 10.4726853 11.0935938 10.2001965 11.3716263 7.4076706 6.7636187 9.7938652 9.5074151 1.1439811 6.8536689 NA 10.0200156 10.8567637 9.7252108 2.7289653 8.5391875 8.4734330 10.6415295 TCGA-BP-4784 67 0 NA 1854 kidney stage i t1a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 7 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.9519345 9.8560389 1.9930946 8.2803421 10.0752407 7.2636204 7.9214619 10.1656791 8.8927507 0.9930584 0.5586595 3.4260500 3.7155530 10.1799486 4.5780571 10.8554190 12.2877124 4.2561275 7.1789586 9.7203315 11.4592701 14.3636905 10.5806816 11.3537193 8.8297731 8.8903321 6.8004470 11.1632671 5.9285504 -1.3287972 8.9390973 9.1172130 9.9577214 10.0187849 3.8410875 0.2561653 8.6004218 9.3320509 10.0800240 10.1068338 5.8609876 3.3716007 9.6195308 10.7698536 7.0154597 10.4756980 6.6369479 10.1952154 11.1341770 8.5461448 6.5659809 2.2561351 9.5283670 9.9507741 10.6809921 7.4913425 2.8410875 10.7229367 0.4493237 8.7404254 7.3435890 NA 9.8572778 9.3471206 8.9190910 9.4241881 1.2561049 4.3990822 8.7100825 2.2561351 11.1344325 9.0165687 10.2654881 9.0570259 10.4553853 13.8608723 11.1057918 9.2180580 10.9211658 15.9046147 9.2381690 8.5135140 10.1474035 4.1947253 9.2904666 7.9611823 11.9242724 8.3023405 12.4016337 1.7120675 7.7593689 7.8927504 11.2412564 9.2064388 2.3716146 9.2410190 10.5761744 10.9582987 7.8951651 14.1055598 9.7223724 10.3313511 11.0992619 11.2264716 NA 5.5415272 11.0339293 10.3965298 7.7182876 1.4785059 9.5338008 9.2580032 8.1387689 11.0151820 9.3023405 8.9806400 9.0076701 9.6997603 4.9930901 9.9161219 8.7875076 9.2986975 10.6641019 10.7849057 9.0624072 11.6606999 9.6070652 12.8136695 3.8004444 1.4785059 10.1010932 8.5615037 8.7559718 9.8909371 -1.3287972 2.2561351 3.1947332 13.9898476 0.6712028 10.3132152 3.5780571 8.6626855 8.4492407 10.2518931 2.8410875 6.8708357 8.7875076 11.0352982 9.9617585 11.1462687 10.3602879 8.0087855 7.0505420 10.7968999 5.3435890 4.6018985 7.4058733 8.0243103 1.6711575 -0.3287972 10.0763050 13.2940161 8.9554093 10.5870430 10.1239195 1.8410875 9.8094353 7.5959758 10.5553798 4.3150227 7.5008865 10.4655794 10.4688251 5.0739188 8.6725717 9.1700127 11.0462030 10.9964690 13.2003500 9.2486302 11.8091153 9.4007842 9.9902711 9.3240086 6.7045870 -0.3287972 8.5322503 12.1237909 8.1601886 6.8179110 9.6484435 11.2495362 9.5659813 10.3475615 11.8842678 11.1060523 7.3435890 10.2291059 8.3523141 5.4260500 8.3785225 NA 9.9326708 7.0720425 13.4647668 9.9344328 8.8322954 11.3404916 9.7345586 10.4500621 5.0974296 10.5865985 9.0932282 8.5705206 10.1590036 3.8410875 4.3150227 8.2504794 1.6711575 0.6712028 5.1468955 10.6100080 6.9795029 10.8688779 6.4987280 -1.3287972 -1.3287972 10.7845801 10.5553341 10.9312010 10.7579632 10.5610477 8.8891212 8.8632345 5.7081072 11.5803066 11.6653402 10.0331073 10.8322954 NA -0.3287972 NA 10.2015699 9.3123121 9.2701465 NA 12.9825571 14.4470310 12.1078751 8.1107245 10.5693870 -1.3287972 0.2561653 NA -0.3287972 14.8330433 8.0932284 9.2626859 12.6081695 NA 7.2968722 8.8019786 10.9715161 5.4126291 9.3005200 9.5944911 9.6562940 8.4720633 9.7196505 11.0874333 10.6286283 9.3266942 10.8167773 7.8004463 9.8945619 8.4508830 11.1182467 4.5496445 7.5428222 10.3064282 0.00180300 0.00000000 0.00208050 0.02188400 -0.01587900 0.00138680 -0.01807800 -0.01038600 0.00069327 -0.01231300 -0.00788630 -0.00023295 0.00000000 0.00000000 0.00208050 0.00208050 0.00208050 0.00208050 0.00360760 0.01488800 -0.00193990 0.00138680 0.00221930 0.00221930 -0.01807800 -0.00069303 0.00319100 -0.00249380 -0.00055444 0.00180300 0.00069327 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.8677657 6.1387694 10.1244341 7.5946396 7.3180818 9.2372176 7.6907544 11.1229464 8.2044934 11.4067534 10.2030323 3.4785189 5.8107156 9.3862675 3.3150155 7.7399419 10.1524584 10.4688251 -1.3287972 5.7796878 3.8004444 NA 9.3132152 6.1305953 10.7800571 10.8554190 10.7820905 7.3005200 NA NA -1.3287972 9.7291552 7.5476804 9.2074107 -0.3287972 4.4525230 10.739942 10.407566 7.642707 11.632975 9.245757 5.928550 10.399509 3.800444 10.516262 9.190800 6.510367 7.572030 10.372037 9.340049 13.174741 10.524083 10.430636 12.800124 13.470091 7.311409 8.942627 10.140297 6.553806 9.545377 10.407143 13.879398 9.865920 11.446362 8.976085 3.919092 10.276643 8.729155 13.230541 8.368131 12.813670 8.719650 7.828510 13.096314 10.472063 8.662685 15.874368 11.146269 11.609824 13.609640 10.592261 4.194725 9.976655 9.939121 10.350204 9.170013 7.445951 10.231019 13.098411 7.878178 11.606693 2.671157 5.726447 8.541528 10.750982 11.967506 6.742626 NA -1.328797 10.375932 12.912849 10.826393 7.790105 11.219022 11.7948000 12.8389737 10.8554190 9.7203315 10.5806816 5.4913433 11.6094567 5.2858719 9.1005704 6.5780541 10.1047489 7.0154597 8.1057917 13.6596206 8.6555819 11.7508150 10.5806816 1.9930946 13.6564718 4.9215553 6.7100832 6.7106852 9.5024708 10.2020576 2.8410875 9.2877124 9.9478695 8.4977122 12.2287469 9.4582499 9.8398357 11.8921464 6.9472874 11.8617599 10.6781908 10.1819277 1.2561049 11.3746346 9.5283670 3.7586230 10.4054498 7.2372176 9.2305407 6.2710764 10.1239195 9.0711784 6.1057912 9.0688382 7.0374855 12.1237909 10.9600296 11.2293451 13.4647668 10.1932547 10.8240821 10.1590036 11.0429402 8.1244341 7.1947253 10.2678192 9.9686530 -0.3287972 1.6711575 NA 9.5338008 9.4312763 9.3914077 2.2561351 7.2968722 8.0890161 10.3369435 TCGA-BP-4787 59 1 480 NA kidney stage iv t3a n0 m1 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 3 2 5 2 2 4 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 4.855218e-07 4.16666666666667 20.8333333333333 20.8333333333333 27.0833333333333 27.0833333333333 7.7163524 10.1571757 10.3228676 9.3066013 10.5295967 8.8131312 4.6177216 9.4196442 9.3202563 0.8897850 3.2353441 4.5045123 7.2864090 8.9772668 6.3896494 10.5435446 12.4405506 7.2026871 8.6645909 10.6995719 12.0450964 14.2603959 10.0395509 11.2159524 8.6678811 7.7807366 7.3368868 14.3210455 5.6446927 NA 8.2690738 9.0370088 9.0306335 8.9190910 3.5902427 1.6971511 8.6744388 9.6971587 11.8220186 9.4434330 6.3327473 5.1935865 10.2981336 11.0802459 7.1844241 11.5670830 7.6744388 10.9135581 10.6117574 8.7399905 8.2274258 4.2473579 12.6893890 10.4357336 10.0900894 7.5586886 5.7697559 9.9568078 1.9218933 10.2747495 8.1589303 2.7967016 10.4925027 9.7415529 8.4192342 9.8263681 3.7477848 7.0087446 9.6253598 6.3410144 11.3355947 9.9930917 9.6588152 5.4289631 11.6492531 13.6659284 11.0245510 9.6751256 9.7570826 15.9626587 9.3685735 8.4366982 11.2443287 4.4133639 9.3129197 7.3492352 11.4003208 8.6530163 12.9366720 2.3492237 8.7801746 8.8855710 9.6579881 8.5798017 2.7967016 9.3523061 8.9355635 11.3642703 7.3285959 15.5711501 8.6858435 11.2200793 8.2162332 12.2221201 -0.1101371 8.1798225 12.2991948 11.5352371 7.1659280 6.4672322 8.3956155 9.6842197 9.9518500 11.3327473 9.4472676 8.1775162 9.1659283 9.1844246 -1.1102928 9.9410128 8.2340999 9.9976747 10.3736196 9.8862773 8.4172808 12.4066574 9.6521858 13.0499904 4.3160661 2.2117287 9.6521858 10.3466715 8.9838814 9.9619364 -1.1102928 3.2117287 2.4747735 14.2486954 11.9807432 10.0900894 10.8004466 9.8570300 8.6228191 9.6719831 4.8670860 6.3410144 9.7959429 10.9403328 9.5246148 11.3374579 10.6505238 8.5850320 9.4172808 11.1731816 3.0597360 3.7966912 0.8897850 8.6939347 4.3492379 -1.1102928 10.3926357 13.2471496 10.0547108 10.0759180 9.7234845 2.2117287 9.6825942 7.7876492 8.8372217 6.8264417 6.7477848 8.3451311 6.9341980 6.9772662 8.8396305 8.8056833 10.5701634 11.6823908 12.0422471 9.2672097 11.9520187 9.1992802 9.9911230 9.6703436 9.2162334 NA 7.5081893 11.1780931 9.3640878 8.9175025 8.4192342 11.4587100 8.5118558 9.6711635 12.0479401 10.8116447 5.0796298 10.6772983 7.9429150 5.1565908 8.3533281 NA 7.9585823 7.3574095 12.7092844 10.0350992 8.6629432 10.8876889 10.1780931 8.2991947 6.4822610 10.9683450 9.0306335 7.7258543 9.9759401 3.2821284 4.6971566 3.7477848 4.0597273 9.2659291 4.9526597 11.0087449 5.6312702 11.1625765 6.2226017 NA -1.1102928 11.2038205 10.3384363 11.6484435 10.9166730 10.8260737 8.9410127 8.5021933 6.1204494 11.3223457 10.8487190 9.6728021 10.6608806 -1.1102928 0.8897850 -0.1101371 9.6329552 9.8094120 9.0331870 0.4747735 14.1975383 13.1817659 10.6633552 6.4141491 9.8345159 0.4747735 2.2117287 1.2117598 5.9121708 14.2063682 7.8954287 8.9558931 11.9629412 NA 8.2756664 9.3984998 11.2440532 6.7226942 10.3165927 10.0591025 9.2842666 9.1495472 9.3087106 11.5221175 11.0746792 9.4055036 11.7242749 7.6546754 9.2052478 9.5515820 10.4568092 5.2627564 7.8446982 10.9437297 0.00166420 0.00000000 0.04301500 0.91198000 0.44850000 0.46656000 -0.02013800 -0.01119800 0.00332990 -0.00346270 0.00154050 0.00166420 0.00000000 0.00000000 -0.49621000 -0.49621000 0.04231400 0.04231400 -0.44997000 0.42889000 -0.17706000 -0.52481000 0.01056400 -0.46780000 -0.02013800 -0.00981850 -0.48460000 -0.49715000 0.41061000 -0.00470790 -0.00069303 0.000 0.000 0.000 0.000 0.450 0.450 -0.485 -0.497 0.000 0.401 0.401 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.000 0.000 0.000 0.000 0.000 0.000 -0.004 -0.455 0.912 0.912 -0.162 -0.162 0.449 0.449 -0.509 -0.043 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.450 0.450 -0.485 -0.497 0.000 0.401 0.401 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.000 0.000 0.000 0.000 0.000 0.000 -0.004 -0.455 0.912 0.912 -0.162 -0.162 0.449 0.449 -0.509 -0.043 0.000 -0.471 0.000 0.000 9.8642183 6.8954287 9.2184787 6.3307556 2.4747735 8.6463600 13.5840529 10.2003542 9.7368612 11.7119205 10.1844246 1.8897850 5.5045123 9.4025442 5.1752052 7.4934304 10.7470073 6.9341980 -0.1101371 6.4596595 6.3244326 2.0597360 9.0242302 8.1495470 10.4472436 10.5435446 10.4331596 8.0597289 5.0796298 NA 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2.796702 8.886983 9.573676 7.234100 11.107156 8.442473 12.108216 10.880971 2.796702 11.627051 10.902777 10.146602 1.211760 10.138324 8.942372 2.590243 10.136544 8.186720 9.320256 8.845454 9.723484 9.243326 3.282128 8.849806 3.889804 11.178093 10.609193 11.090396 12.709284 10.942711 10.810529 9.975940 11.061293 7.849806 7.282121 9.707587 9.659642 2.059736 NA -1.110293 10.683407 10.273319 8.995712 2.889804 8.275666 8.747785 10.520526 TCGA-BP-4789 48 0 NA 1489 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 4 3 3 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.16352741 8.94779851 7.83266600 12.13883699 5.77787468 -0.49817873 9.92800872 9.13474435 9.83210581 9.48901320 2.82366785 1.08671584 8.46608992 9.55023598 9.79407075 9.77729165 5.05633641 7.51576921 10.19654225 10.70203473 6.57856441 9.36670907 5.40864054 10.27241307 11.25182801 8.33147190 7.30264898 2.58921219 9.76266872 9.85544737 10.72000966 8.00557515 NA 10.66972855 1.23511432 8.87854726 7.69896575 0.50171938 9.63553349 9.78657317 8.77437890 8.94974152 0.82366785 5.33463978 8.74015381 4.45594527 11.21963974 9.60438106 10.36011875 7.29291240 10.81572616 15.18972618 11.03945291 8.98949867 11.00084755 15.51121694 9.61223250 9.09793888 9.60241141 4.45594527 9.81859624 7.61288471 10.39239342 8.67667467 12.17990909 1.08671584 6.69300598 8.97646904 12.11219728 9.12013469 7.14560511 9.18034929 8.38896958 12.02298149 7.84382372 14.01962148 10.32352308 9.91527664 7.54066820 10.87651695 NA 0.82366785 11.49680960 12.39666161 7.70876318 1.08671584 7.87895948 10.80152957 7.41164233 10.61484012 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3.546141 9.691574 10.136106 8.455945 11.113235 5.479030 10.592523 11.724544 3.749674 12.349198 10.316332 10.285566 1.671656 11.576225 10.066851 2.823668 9.776710 8.419121 9.826492 8.340953 10.276124 8.910302 2.589212 8.686624 6.315530 11.735519 10.504213 11.349785 13.117379 10.205653 10.931156 10.305073 10.886263 7.913260 5.086712 9.717889 9.659728 -1.498179 7.461751 NA 10.196977 10.655504 10.048161 4.841601 8.665399 7.955020 9.881669 TCGA-BP-4790 76 1 1111 NA kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 7 2 8 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9999105 11.7663664 13.9271174 10.6572957 11.5966528 9.6149270 8.1127048 7.6381166 13.3395671 4.6673926 NA 9.3215189 9.3143388 10.1535111 9.8614477 2.9474978 NA 8.6881758 9.4701415 11.8053004 9.9957488 5.3836006 8.7952046 10.1847825 10.1689472 5.5038957 12.0210138 8.0547964 9.1603921 10.8550999 8.2904921 8.1361637 2.5604704 11.2309992 10.4975700 10.6061338 8.4222818 -1.1398715 10.7799940 2.0299475 8.1505881 7.8712664 -1.1398715 9.8272657 9.6770231 8.3737670 9.1979288 -0.1400305 6.2778918 8.8487240 3.0299652 11.3897140 9.1819674 9.9146437 5.6544556 11.4842660 13.0796617 11.4395911 8.3071225 10.4265692 15.1623571 9.2329044 8.5038957 10.0161226 3.7180218 10.1233086 7.6992435 11.0948568 8.8416068 12.3047955 2.1819612 8.0002299 9.6265684 10.5522190 8.4050040 1.1819930 9.4459408 8.9301604 12.0826834 7.7211265 14.5448683 9.6372947 11.0639502 8.2372501 11.0504814 NA 4.2175952 11.5340110 11.2569118 7.7996184 4.2175952 8.1197826 9.4127085 8.3855600 10.3653547 9.0731435 9.0148577 9.1256545 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8.395315 9.527151 8.367834 12.845526 8.944848 9.833019 5.445002 1.860049 11.011690 9.355894 13.146453 9.982867 13.292190 9.425141 7.553526 10.351893 10.388005 9.700030 15.787852 11.666553 12.276045 13.484835 11.327645 1.860049 10.484378 11.348382 10.966275 9.420372 6.994465 9.533348 13.083362 11.544131 11.874757 5.069492 4.560477 6.496664 10.718798 12.261186 7.243743 0.860049 -1.139871 10.784852 12.675623 11.304532 7.641399 11.142549 11.6659848 13.0387043 11.0957546 10.9999105 10.6572957 9.0097866 10.8025539 6.6149262 8.4802591 7.2821043 11.0018273 5.5038957 8.8010872 13.0788902 8.3458687 12.2813153 10.8642599 2.5604704 13.0738272 7.8300880 6.3598848 8.8811999 9.4866611 10.7004239 5.8025551 9.4431222 10.6372947 8.8185921 10.9371889 7.1032133 12.6326633 11.4213274 2.8600490 12.4994932 10.1460195 10.7904071 1.1819930 11.8080416 9.8040193 5.8373201 10.3663470 9.9547769 9.3658511 7.9234345 10.4793423 9.4756599 6.9153213 8.3478795 6.3678341 11.8403576 10.4939429 11.3970151 12.5858317 9.9187076 10.8323013 9.8315829 10.7415358 6.6929293 6.7848521 9.8789351 9.5879599 2.0299475 4.6284878 -0.1400305 10.7094445 11.1592847 9.7556147 4.6414015 9.1465972 7.5777158 9.6577009 TCGA-BP-4795 74 0 NA 620 kidney stage i t1a n0 m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 1 NA NA 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.18286135 6.13539122 7.47214493 9.91884356 10.73299854 5.52996458 10.24930513 7.86420658 10.05352722 11.25594006 8.09764977 6.71356523 3.04453401 11.26118724 10.46239092 10.61742807 7.74275675 2.40067454 10.84871588 0.73413514 8.85292333 8.00986108 NA 9.60464199 10.12391653 8.87742832 9.35220016 1.57060865 5.97811095 9.16555373 4.01539052 12.28532974 8.57185918 10.42512934 7.29852727 10.12348980 14.84456465 11.00685607 8.66042561 11.12049878 15.45047759 9.60280611 8.93303820 10.34026138 4.68608587 9.52027176 7.40911086 11.00222087 8.77136963 12.57864670 1.88740829 8.12056708 9.00152445 11.46222214 9.13284953 2.57060865 9.61074472 9.71809478 11.03957059 7.65807006 14.33797027 10.37366202 9.87935580 10.49673846 11.15640439 NA 6.55042974 11.54740997 10.27796639 7.77572154 3.20803337 8.58803435 8.16886664 8.65334777 11.26699520 9.33215854 9.16638280 8.85908871 9.31880014 3.48814220 9.99826928 9.47950018 9.53060922 10.00430854 10.76372187 8.63310312 11.54054049 9.70674396 12.04960147 6.03003806 1.72259717 9.68608447 8.23357223 8.55042936 10.38224953 NA 3.68608587 1.20801775 13.63635991 5.12860273 10.30869943 3.72260810 9.28714096 9.07752074 9.98564473 4.59050621 7.01539163 9.27335713 10.91638207 10.11105819 11.57252047 10.79299961 8.31506712 7.44234142 10.59636197 7.96863800 5.31954568 7.85600962 8.06067810 4.42304698 -1.59946207 9.77789276 12.96334201 7.99873483 10.28103099 10.35850978 1.98564615 10.21686588 7.36068383 10.51432675 5.15557115 8.45731972 9.62166510 9.74830356 6.19060696 9.24146006 8.99873483 11.57825748 10.78006054 14.20776036 9.17629260 11.78357636 9.63848967 9.33952670 9.26021695 7.53510815 -0.01435385 9.41957787 11.61545667 7.34665290 7.06203318 10.11835869 11.04092715 9.21606557 10.82327265 11.48349653 11.29947249 8.56055371 9.93838593 8.85934500 6.22086197 7.71356523 NA 10.70987432 7.77789243 12.90965302 10.23278102 8.34612586 11.13602664 9.46878877 10.25399175 7.13877454 10.76637312 9.03185914 8.56558918 10.87565560 4.23357366 4.12859860 9.42027290 4.40068137 0.40064722 5.42305034 10.48382908 6.89253553 11.20921208 5.34073316 NA NA 11.22225690 10.60952616 11.47465638 10.90921979 10.52544975 8.19996380 9.07706244 5.72935699 12.25516103 11.41905626 9.87844043 12.14845561 0.72264089 -1.59946207 NA 10.37294405 8.69645119 9.38153581 0.40064722 13.72426479 15.37237169 12.30390504 9.00063217 10.58431756 0.72264089 1.40070186 -0.59924350 -0.59924350 13.94796839 8.50003000 8.98658358 13.22737964 NA 8.70902107 8.92090809 10.92815925 5.81007287 9.70103471 9.50920672 9.98564473 8.66980879 9.53639158 11.37276452 9.89453768 9.71243053 10.91169353 7.97432912 10.06335059 8.97622156 11.34904946 4.80241555 7.46795518 9.71639782 -0.02205800 0.00138680 0.00430210 0.00513590 -0.00912860 0.00194180 -0.00981850 0.00249690 -0.01092200 -0.02205800 -0.02205800 -0.03776200 0.00138680 0.00138680 0.00239030 0.00239030 0.00239030 0.00430210 -0.00166290 0.00513590 0.00041593 -0.41476000 0.00166420 0.00166420 -0.00981850 0.00000000 -0.00055444 0.00110930 0.00055459 -0.00152430 -0.01092200 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9872875 6.4505300 10.4347933 7.4216062 4.9833904 9.0126293 9.0615694 11.3059244 8.9610149 11.2970695 10.3829628 0.7226409 6.0080117 9.1157863 4.0153905 7.9837649 10.2108521 9.7483036 NA 6.6998903 4.4881422 -1.5994621 8.7135652 4.6101331 10.6467785 11.3455772 10.5898056 7.5805910 2.6486035 NA NA 9.7237370 7.6198509 8.9379005 -0.5992435 6.3254944 9.7271118 10.7499634 7.7112953 10.4006822 9.5618141 7.0731079 10.9538314 3.9552756 10.2402797 9.2184654 6.5555002 8.2461724 10.0204437 7.8227467 13.3893669 9.8441438 10.5536008 13.3183340 12.8696244 7.2176660 9.2886642 10.7058889 7.9931394 9.9320637 8.9648318 13.8363850 8.6343018 9.2184654 8.3922041 3.2586697 10.3113250 9.7713696 12.7808727 8.8774283 12.0496015 8.9271815 7.7021782 13.5092475 10.0950401 9.2871410 15.7966598 11.5725205 12.2817005 13.0405316 11.1117038 1.8601285 10.0980842 11.7694615 10.6645382 8.9987348 7.6953028 10.2088419 13.0707852 10.7110109 11.6213628 4.0153905 5.4774992 8.2695050 10.7849263 12.3832302 8.2771990 -0.5992435 NA 10.2461723 12.6784781 11.6309729 7.4667715 11.3115123 11.8311348 12.9481190 11.3455772 10.2390983 10.7248627 7.3195457 9.0273039 5.1555712 8.7044629 7.7427567 10.5453404 5.5299646 9.3743796 13.5727913 8.6331031 11.8624174 10.4154002 3.1555712 13.6441166 5.3277484 6.4774976 6.9203183 9.7935362 10.6782602 6.2833255 9.7499634 10.0490397 8.3907863 11.4728148 8.9591030 11.8472486 12.2587604 5.3431982 11.5088799 10.5286765 10.3199180 0.9856461 11.5075723 10.0254776 3.4450778 10.5677867 8.9781110 9.4667715 6.6003545 10.3585098 9.3313530 6.9398413 7.8373939 8.9781110 11.6154567 10.8560094 11.2420500 12.9096530 10.1140687 10.8751487 10.8756556 10.8977856 7.8373939 8.2756636 9.9757487 9.8819772 6.5756073 1.9856461 NA 10.3262367 10.0383124 9.9069898 4.1285986 8.7090211 7.9912690 9.7735472 TCGA-BP-4797 34 0 NA 1107 kidney stage iii t3b n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 4 2 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.3785723 12.5739374 8.1820626 8.9796544 5.3291021 1.3178829 10.4730107 9.8384949 13.3045182 8.3704442 13.5151697 8.4355194 8.4510186 10.5267202 11.2288936 10.6116352 16.2990031 11.4607140 12.1060847 13.5895216 11.3062058 1.3178829 10.3022947 11.0230766 10.8693441 9.3065610 7.8197135 9.8934155 12.7600422 11.3189325 11.5177019 4.9472313 5.1882427 3.9617344 11.7677986 12.0416438 7.4802675 -0.6822329 NA 11.3995261 12.9312053 11.1814624 6.7773079 10.8335761 11.27515969 13.24625579 10.88678233 10.82814585 10.05216249 7.34854316 11.34716346 5.77730661 9.58583330 6.19439244 10.35576633 6.41590905 7.14759875 12.95170699 8.64542895 12.21117775 10.24083223 2.48779502 13.33646762 7.76046714 6.29515546 8.32602449 10.55985934 9.64935301 6.02523482 9.50275146 10.18862618 7.12523160 10.90822935 7.58466266 12.43600618 10.11351012 -1.68223286 11.24657964 10.48717489 10.24639455 0.90280680 11.11938251 8.80471121 4.17585989 10.27787819 5.05934230 9.83603757 10.67981997 9.97831792 9.60399495 4.91778976 8.78650031 5.37315749 11.14561588 10.39067875 11.10169295 12.61386033 10.77730784 11.27025345 9.89907682 10.86090803 7.47016101 6.77730793 9.64036769 9.46762328 -0.09711604 NA -0.09711604 10.43876202 11.17819114 9.58055838 3.27206799 7.65326643 7.56105037 9.72726718 TCGA-BP-4798 74 1 334 NA kidney NA t3b n0 m1 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.7116331 1.5081244 10.6403345 11.9962373 8.7695337 7.9651979 4.8300372 13.4098930 11.0681701 10.3437096 7.7119828 2.7564683 10.5873817 2.2953116 9.0339108 8.2301857 -1.2993827 10.1058969 10.3531522 8.9510539 10.0544977 2.2857277 6.7451499 8.9498687 -0.2992052 11.9873131 9.4631373 10.0033942 4.1270224 12.3014686 9.0215558 11.7371007 8.7600998 9.5633927 15.1223929 9.2629978 7.9999634 10.4602274 5.5209345 10.2100356 7.6285330 11.6928085 7.6106484 12.3610856 1.9861561 8.8847255 7.4388476 11.1193986 9.2184247 1.5081244 9.6527684 8.6329701 11.3953309 7.6751702 15.7023934 8.1744609 11.0547650 8.0909243 11.4265476 0.2856981 7.6136444 13.6355519 9.5336453 8.3977230 2.7007504 8.4967951 8.2988077 9.2629978 10.9138595 9.1186079 9.2331113 8.7147758 8.5241225 3.6076499 9.7688618 8.7829045 9.6901499 9.7855638 9.6173813 8.6737352 11.6648326 9.5633927 13.0534885 2.2857277 3.9102050 9.3898797 8.5275102 9.4107006 10.4341944 NA 2.7882263 4.7231216 13.7031748 4.3154648 10.8862502 9.1815456 10.1032346 9.0550047 9.9373675 5.6894389 5.9102098 11.0779659 11.0190157 10.3305673 11.2704235 10.9053265 9.0822984 9.4388476 10.6177544 6.2476503 3.1601941 2.9486756 8.1395473 3.7451513 NA 10.6421698 12.4029280 8.8428623 10.1941105 10.0550047 4.9870843 10.3811148 7.7961526 8.7369289 3.0226874 5.1101461 8.8157989 6.4218544 7.6951086 7.7007553 8.9604987 11.2981096 11.0962895 11.0776946 8.9803658 11.0367039 9.4894737 9.0113682 10.0893109 7.6076462 NA 7.7451492 11.4369458 10.2440820 7.6970878 9.1550547 10.8794202 4.1926045 10.2791280 11.5472252 10.9531251 5.2857166 10.8558898 7.2705355 6.4218544 5.5587360 NA 8.8656621 7.3080860 12.6395998 11.0355873 8.7546811 10.7782387 9.1385073 8.8669185 3.7882159 11.1574999 9.1855782 7.2243172 10.6244542 2.1601780 3.1601941 3.7882159 1.0226874 3.2857129 3.6549510 9.9751335 6.2553440 10.2182033 6.8388220 NA -1.2993827 11.0011079 10.1499040 11.5989788 11.3380594 11.1853265 8.6166349 10.1416245 6.3306211 10.0544536 10.8955122 9.5217319 11.5765047 2.2857277 1.2856981 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10.103235 15.270374 11.270423 12.147839 12.632416 11.104833 2.700750 11.436946 10.044496 11.824553 8.960499 8.317304 10.103235 12.773725 12.728489 11.609523 3.401194 6.756037 2.401194 10.786892 12.761282 8.720429 NA NA 10.814497 12.827137 11.617743 7.220392 10.391190 11.4909002 12.3181080 11.6381292 11.5961413 9.9855794 9.2105304 13.0924017 7.2781846 8.9065485 6.7560372 10.4759541 8.1885953 6.9581432 12.2374652 9.3907532 11.8786420 10.8603114 2.2857277 13.0335612 8.6506694 7.4115618 8.2235133 9.4124223 10.4333467 3.2243182 8.8196963 10.0417181 7.2969446 10.9099040 7.8856305 13.2366382 10.4167173 1.0226874 12.1274132 10.8697408 10.9557839 2.6076499 10.8843907 9.9786240 4.5833987 11.2206373 4.7231216 9.0725319 6.6076455 10.0550047 10.0220408 9.4738946 8.6211083 4.0226874 11.4369458 10.5544547 11.2500587 12.6395998 10.0108000 10.2277436 10.6244542 10.9663704 6.2629968 8.6722987 10.1632576 10.1865846 -0.2992052 0.2856981 2.1601780 11.7458324 11.5042710 9.2725080 5.2243182 9.0583073 7.7908678 9.9504614 TCGA-BP-4799 70 1 1133 NA kidney stage iii t3b n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7884551 7.3615377 11.1605362 NA 5.2628052 8.7439303 5.7821779 10.3907120 8.1696941 13.7921040 3.7482251 12.1824476 14.4820528 12.1672877 9.2278183 11.2721657 15.7269068 8.7800794 8.8050615 11.7038112 4.9408762 9.1935409 7.2200987 11.2822090 7.2925508 13.5711426 2.1632733 7.0337732 7.1824619 9.9028074 9.1240973 NA 8.0906227 9.6002768 12.1882097 7.4696548 15.8220110 8.3042801 11.8925318 8.2717921 10.1543849 0.9408809 7.7090597 13.1063060 9.5871341 7.3838192 2.1632733 9.6562656 8.1141364 10.5720525 9.6470837 8.0598165 8.1888029 9.0141246 9.2851715 NA 9.9907240 8.0872321 9.0123379 10.5245851 9.3810525 9.0804269 11.3377550 8.6062112 14.1677894 2.5258434 0.3559184 9.9267175 10.6806561 7.8794748 9.6539756 0.3559184 0.9408809 0.3559184 14.0034276 1.9408809 9.5208200 6.6320370 8.4980202 9.5005712 10.5512852 0.3559184 5.6778408 11.1820642 10.6614048 8.6320373 11.9938261 10.0931603 8.0389075 9.4916222 10.6320374 5.5847310 3.8794705 3.3559184 8.9632432 2.5258434 0.9408809 10.3629403 13.0013463 10.2076620 6.4433762 9.2762659 1.9408809 9.1240973 8.1535743 9.6213523 4.8477665 8.6226994 7.8356930 6.3216972 5.8637081 10.2385560 8.8417423 10.9646299 12.1994415 11.2673050 8.2507309 11.5126281 9.9229184 9.1158011 9.8921603 3.2628090 2.8153500 7.8316467 12.0868076 8.0613382 9.2652060 7.9219671 11.8637076 5.5457368 10.1696942 12.9581479 11.4260340 5.8794754 11.4023549 7.4189303 3.7482251 7.1696946 NA 8.1728965 5.8477665 13.0597085 9.1712964 10.0042706 11.5078809 9.6062114 10.4152574 3.1632733 10.0698751 9.7211419 9.0889284 8.8676658 0.9408809 4.4433746 6.0973790 0.9408809 2.6778465 3.6038459 10.1032668 7.1696946 12.8940061 7.0563527 NA NA 9.3838190 9.3260189 10.5829272 10.9697024 9.6413152 7.9295602 6.5358228 5.4738161 11.9511705 11.7071283 10.2732851 9.1372727 0.3559184 1.9408809 NA 9.5568116 10.5432650 8.5580368 4.3559113 13.0078616 13.7757415 11.4016726 8.4225942 10.1429993 NA NA 0.3559184 NA 13.8395399 7.6038407 9.3159149 12.1842479 NA 7.5457375 8.5653664 11.7071283 4.4851949 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0.3559184 7.8989448 10.5726588 10.8018073 11.3834735 11.4135122 10.2530022 3.7482251 6.5457383 8.5653664 2.5258434 8.0283382 10.6631138 6.3216972 NA 5.1888044 3.8153397 -0.6440816 9.3768929 7.0701585 9.4520746 10.4611667 11.0670551 10.1551947 NA NA -0.6440816 9.3768929 6.5555846 8.2014030 NA 5.7309524 10.5726588 10.1224418 6.8235188 11.5506698 7.7905414 3.2628090 9.2777540 3.1632733 9.9576838 9.8427481 4.6038400 5.9706236 10.7244195 9.0956937 13.4321440 12.1840495 10.6332004 13.2994351 13.1987544 7.0973801 9.0718750 9.8656880 7.6226998 9.4193080 7.5358220 13.5214481 8.8950717 6.0141254 8.4433758 5.7653040 11.3727213 9.6653894 14.2595595 9.4193080 14.1677894 8.1207848 6.0838324 10.7530528 13.7222352 8.4980202 15.6628825 11.9938261 11.9469678 14.1473812 9.8029963 0.3559184 9.4683526 9.7320383 9.6924195 8.8417423 8.0528805 9.7428532 13.0681175 10.4742052 12.5420272 3.6038459 4.1107975 3.0563581 11.0498355 12.3281748 6.5847310 NA NA 10.6073954 12.7020112 10.1549436 7.5457375 10.5841305 11.1864282 12.8976146 10.4611667 10.2006187 9.6879495 7.7947050 11.2247356 4.9706236 9.4313921 8.2107814 10.1495163 8.1240975 9.6097605 12.6872386 8.7610545 11.8120107 10.3064689 1.6778465 12.1714964 5.9715068 6.3101092 8.6912141 9.9852696 9.9752160 3.9997655 7.7525178 11.5132599 8.8656881 12.7367799 4.9408762 11.6392908 11.7123650 0.3559184 11.7214153 10.2947574 11.0006706 2.8153500 10.8219895 8.6038407 4.1107975 10.4565754 8.2476969 9.0632721 6.5258387 9.2762659 8.1661952 7.1951172 9.6562656 5.9852704 12.0868076 10.7535877 11.7634463 13.0597085 10.9920844 12.2446562 8.8676658 10.5756865 8.2866502 5.7309524 8.9889082 8.9333419 4.4851949 -0.6440816 NA 11.8814338 10.6096541 8.4851962 3.6038459 7.5457375 8.2537586 9.8173924 TCGA-BP-4801 57 0 NA 1124 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 6 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.161616e-07 6.77966101694915 22.0338983050847 8.47457627118644 44.0677966101695 18.6440677966102 7.5905833 11.4036835 9.8566367 7.4436456 9.9786724 8.8549600 7.5189843 8.2494529 9.5607237 0.5218548 3.2010065 3.5661941 7.5716533 9.7868337 5.3031634 10.8938535 12.0717097 7.5441724 10.1245037 10.5942723 11.6595964 14.0112918 10.3487504 11.3253305 9.7554244 6.9812362 7.6841960 12.8601929 5.5770874 NA 8.8369542 9.5133265 10.0864306 9.5559158 2.9141244 0.1067503 8.5076468 9.7494206 11.9896650 9.1095823 5.3921697 6.1584299 10.2235444 10.7812538 6.8118242 12.3358865 12.2167067 10.2287324 10.8566367 7.7838999 7.0295998 5.2083066 11.9443952 10.2912294 10.3443756 7.5274293 NA 10.7767891 NA 9.3389884 7.7602096 -0.4781452 9.8386520 9.7373378 8.3015241 9.5649278 -1.4783462 7.9417648 9.0206539 4.8072055 11.4132088 9.5586652 11.6885955 5.0609639 11.3361609 15.9653966 10.6892229 8.7990922 10.2945317 16.1389852 9.7590146 8.2683193 9.6079409 4.1656628 9.4584427 6.9894104 10.1844731 7.8990155 12.9626090 1.3291810 7.6983018 8.4481006 10.6911034 8.8538413 4.6917296 9.3743342 8.2866765 11.8548203 7.7979293 15.2001942 10.2497253 10.1557081 7.8837485 11.5413955 NA 3.2222481 12.3964980 12.0558644 7.6816762 7.6992240 7.9501651 9.4090253 7.6485093 10.7494207 8.6778877 9.2505756 9.3890834 8.8527218 1.5218046 9.8622113 8.7029570 9.4059753 10.7014029 9.4249334 7.9605968 11.8162417 9.5469442 12.7449769 3.9812407 0.5218548 10.0473256 9.1374344 8.9501648 10.2411936 -1.4783462 2.5218046 -0.4781452 13.8755719 8.2205094 9.8744000 11.5753913 9.4241799 8.9512116 9.3251287 5.9730165 6.7932678 10.2467449 11.0773525 9.9000995 11.4418244 10.3355860 8.0531863 11.1378941 11.2185550 6.6664626 3.1067671 3.9141244 8.4151063 0.8437427 NA 8.9194792 12.9553250 9.5083579 9.8886734 9.7685453 3.1981798 10.0982891 7.8392176 9.9559534 10.5740332 7.9459711 8.7932678 6.4406682 6.1881358 10.3347842 8.8164256 11.1681384 10.9301345 13.2964889 8.7602096 11.5433053 9.2300264 10.9975382 9.5899112 9.7584169 1.6917128 9.3113385 11.0771129 11.3302360 8.1972678 9.9396572 11.5992881 7.7385503 10.1355943 11.3784248 10.9430806 6.2833551 9.3170327 8.1521631 5.8437327 7.2463188 NA 8.8129753 7.3952488 13.0358407 10.2653769 8.1142619 10.7445997 9.8782566 9.5872210 6.7697321 10.7660169 9.0773525 7.7838999 10.1920184 3.2766902 4.3797873 9.1447717 3.8016450 6.6664626 3.6510861 10.8471102 6.2360506 10.8493097 5.2800284 NA 2.9141244 11.1688134 10.5959462 11.3931325 11.2015047 10.1701623 9.2196412 9.5695967 6.2143852 11.6528578 11.3095033 9.6139012 12.2234361 -1.4783462 0.1067503 NA 10.1231113 8.8968443 9.0629012 -0.4781452 13.9346723 14.5111549 10.9028069 7.7882165 10.2034824 NA 0.1067503 NA -1.4783462 14.1542888 8.5133265 8.8221572 12.0424234 NA 8.3227047 9.2195020 10.7168693 4.3291595 10.9496414 9.3751144 9.4249334 8.3419835 9.3371881 11.3453710 11.2889546 10.6591161 11.0840472 8.1529819 10.0691813 8.2135480 10.6800988 4.7527379 7.4027043 9.4803574 0.00180300 0.00000000 -0.44383000 0.44409000 -0.00498440 0.00444110 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4.8437327 0.8437427 8.9011831 6.4875892 10.9261800 10.8938535 10.9277679 7.1438566 3.5218046 -1.4783462 -1.4783462 10.0096447 7.8549600 8.9000997 -1.4783462 6.6613563 10.059994 10.848515 7.797929 9.363369 8.874952 5.816426 10.749421 4.788592 10.014659 9.315408 6.322705 7.151162 10.167013 6.839218 13.622467 10.363762 9.969405 12.964230 12.557033 7.651088 9.085001 10.040950 9.940711 9.355485 6.114261 13.140248 8.749421 10.674090 5.533031 2.428705 11.004613 9.435442 12.772103 8.546944 12.744977 9.030590 7.816426 10.407501 11.115196 9.424180 15.586221 11.441824 12.577680 13.686437 11.012405 2.428705 10.411309 10.091660 10.611255 8.816426 7.269997 9.906588 12.760060 10.868041 11.395824 4.499087 4.825587 5.760210 11.224627 12.253654 7.694233 NA NA 9.152072 12.929537 11.129482 7.269997 11.048793 11.3807570 12.9640355 10.8938535 10.5942723 10.3487504 6.7506239 9.9242839 6.2565144 8.5062231 6.2899893 10.5593517 6.8118242 8.1656608 13.0843990 8.7116295 11.9628036 10.5186312 1.8437427 13.8068457 6.3616385 5.8255847 8.8660008 9.9242839 10.3913986 5.3162218 9.4584427 9.9719851 8.1365144 10.5228610 9.5552278 12.3992806 11.0556211 1.5218046 11.8009800 10.5811492 10.4646857 0.8437427 11.3832794 9.9637114 3.6092704 10.2543962 10.2607414 9.5337307 8.5386130 9.7685453 9.3425103 4.0136588 8.9688879 6.0453665 11.0771129 10.3944796 10.7515248 13.0358407 10.4343198 10.9165354 10.1920184 10.8395000 7.6715517 7.2833560 9.5885666 9.3347841 1.9812316 7.6654944 NA 9.8935814 11.5985535 9.3347841 4.7116271 8.3227047 8.4346941 10.1332907 TCGA-BP-4803 79 0 NA 204 kidney stage iii t3a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 5 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5819822 11.7404172 15.1325723 10.3069645 11.1437923 8.7589144 7.0202722 8.1957782 13.6641705 6.4948748 NA 8.6492900 9.4682206 10.0400571 9.7038384 2.5009040 -1.4058337 9.0244601 9.4347856 10.8519847 9.4229375 6.1253887 8.1389721 9.9964868 10.6617781 6.9249241 10.8782534 6.3884238 10.4884465 11.4037758 8.0097491 7.2593431 2.9159415 10.9488080 10.1509926 10.6201853 8.0778235 NA 10.6229186 1.9159415 9.1497758 7.8155946 -1.4058337 10.2651063 9.2673167 8.0055184 9.4229375 1.1790014 6.0033976 8.3835414 8.9938195 11.3661160 9.4842719 9.8143860 6.1175704 13.7875961 12.9698616 10.8143860 8.6080282 10.7757810 16.0671822 9.6411316 8.3219281 9.8312176 4.4766539 9.5438344 8.0431564 11.4749304 7.3819106 13.2524423 1.2169204 7.5737184 7.6301812 10.4804663 8.8228264 -0.4060248 9.1676547 9.0656830 12.3314663 8.1883322 14.5418158 9.4948744 9.9346256 9.1106926 11.6238125 NA 8.2142273 11.9829667 10.8963609 7.7051430 4.7437573 8.7589144 8.8324125 7.3720850 10.6884153 8.9852514 8.7664352 9.5583486 10.0281145 NA 10.0395398 8.6600968 9.2087175 10.9443944 8.7348373 8.9906123 12.0478583 9.7097016 13.0915477 0.9159415 -1.4058337 10.3206515 9.3522308 8.4597410 10.3839488 NA 3.5009040 2.6814718 14.2141129 5.0534372 10.0600841 11.0314996 9.9548547 7.8561024 9.1808475 4.2087201 5.3753662 10.9676885 11.2857512 10.1883323 11.5536601 10.5561807 8.9916823 8.7776429 10.9849827 4.1485925 3.2944443 5.2805073 8.9148082 2.1789695 -1.4058337 9.6847818 13.0281146 10.5151047 9.7181290 9.7538789 2.2944590 9.8513955 7.7386658 9.6437200 8.6641287 7.2306325 9.4636014 6.2734879 6.2263486 10.0682206 9.0768156 11.8957896 11.6220864 13.0909862 8.6526894 10.8837384 9.3455516 11.3959181 10.2952231 8.5911872 0.9159415 9.0524143 11.5543717 9.7676535 9.0641885 9.3892355 11.2586771 8.6694867 9.8028516 11.8288251 10.9133975 5.2944480 9.9657843 8.3114100 5.4643709 7.8770958 0.1790014 9.3638454 7.2123933 13.3351059 9.7532483 8.6024361 10.9333009 9.6621142 9.7645586 7.0327995 10.7272141 8.8010218 8.0452185 10.2169746 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0.000 -0.211 0.176 0.156 0.156 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.174 0.174 -0.188 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 -0.355 -0.355 0.000 0.000 -0.205 -0.205 0.000 0.000 0.178 0.178 0.000 -0.211 0.176 0.156 0.156 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.174 0.174 -0.188 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 -0.355 -0.355 0.000 0.000 10.4461469 6.5770012 10.1244140 6.6960356 0.1790014 8.8736182 10.9865934 9.9461945 10.2796325 11.3261856 10.2562310 1.1790014 5.9603310 9.2611192 3.9159319 7.8324122 10.9839078 6.2734879 0.1790014 6.2874945 4.9159367 0.5939752 8.9831011 7.3151070 11.4568987 11.0379872 10.4654894 6.7985794 0.1790014 -0.4060248 -1.4058337 9.9679602 7.7961318 9.4189664 0.5939752 5.4888267 11.0325396 10.7309987 7.0452191 10.5659104 9.1676547 6.5540101 10.9179068 5.3354761 10.2704055 9.4842719 6.0286355 6.5826930 10.5619543 7.5394512 13.2571210 10.1586335 10.4081895 12.4176734 12.3865855 7.6734921 8.8022420 9.8258289 8.2342527 9.5321170 5.7437546 12.8449722 8.7863003 10.5321169 6.9690469 1.5940230 10.4284787 9.5755750 12.9097233 9.0534394 13.0915477 9.1892652 8.3819102 12.0035312 10.5723606 9.9548547 15.6843889 11.5536601 12.1353463 13.4196621 10.9507347 0.9159415 9.6492901 8.9482571 11.1827223 9.0768156 8.0798367 9.8419351 12.6701552 10.0636495 11.4541247 4.9863245 5.3082516 6.8034608 10.7554545 12.0067098 7.0369516 -1.4058337 NA 9.4597408 12.5580777 11.3878101 7.1864649 11.3255388 11.3227785 13.2158878 11.0379872 10.5819822 10.3069645 7.7077498 10.3815022 6.2734879 8.9215604 6.6052350 10.5376213 6.9249241 6.9114208 12.8978462 8.6149877 11.7959784 10.1990241 1.9159415 13.6816777 5.8992482 5.8131758 8.4902793 9.8137812 10.1780306 4.2087201 9.3867980 9.9488080 8.7258645 10.7165121 7.1370393 11.5505653 10.3687948 NA 13.0268105 10.6201853 9.9543061 2.2944590 11.5113797 9.9674166 2.4013574 9.9193131 7.8513955 9.4941198 10.5819822 9.7538789 8.8210338 4.5482023 8.8643029 4.2087201 11.5543717 10.4678362 10.8416385 13.3351059 10.3291405 10.8897766 10.2169746 10.8558087 7.9690469 6.6814703 9.5503838 9.6547035 0.5939752 NA -0.4060248 10.3936940 10.8543803 9.7207121 2.0534242 8.6933556 8.1485966 10.4632159 TCGA-BP-4804 59 0 NA 1459 kidney stage i t1b nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 7 2 5 2 2 3 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242424e-07 1.040404e-07 9.09090909090909 13.6363636363636 31.8181818181818 22.7272727272727 22.7272727272727 8.4147596 10.0005301 9.0559947 8.2008285 9.8427713 8.2934105 7.7449078 8.5645108 8.8544386 NA 2.7538398 4.6242764 6.3477613 10.0293209 7.6737472 10.9670250 12.2833201 6.0928311 9.0559947 10.3976860 11.7801556 14.0165843 10.6752659 11.1368581 9.4376123 9.5522629 6.5555662 13.8251485 5.5017958 0.7829956 9.1049043 9.4868797 10.2999893 9.9785535 4.5555646 0.7829956 8.7583465 9.5233191 12.0289249 9.6918691 6.9793737 6.4741375 9.5741390 10.6232296 7.6574449 11.8956328 8.4995099 10.1383272 10.5125969 8.4601085 7.9259342 3.8984502 11.6571891 11.1681195 10.2661201 7.3426721 0.1979912 10.5015604 1.7089818 9.4871911 8.2587097 1.5199444 9.9428474 9.8677845 8.9105405 9.1839266 1.5199444 7.1752940 9.3247181 6.3375648 11.3741868 10.4706434 9.5849539 5.7678693 10.0295505 12.1487518 10.9432678 8.9891765 10.7186323 15.2947494 9.4111180 8.1724280 9.5697903 4.8704387 9.5017944 7.5244430 10.7886006 8.1257916 12.1533003 1.5199444 9.1345339 8.6918691 11.0081836 9.1966041 2.3679301 9.8373543 8.6978596 11.9282715 6.9989131 15.6468794 9.1681195 10.9021161 9.1909521 11.0482005 NA 6.0181935 13.0459518 10.9399019 8.3039223 5.3679371 7.9956750 9.3915390 8.6594929 10.6717194 8.7545198 9.1838557 8.6878617 9.3260079 5.0559938 9.8007124 9.0591005 9.2478623 10.1153857 10.0737629 7.6737472 11.7590008 9.7107541 11.7628776 5.7058093 0.1979912 10.0213809 8.8654447 8.6798129 9.9964855 NA 4.2424043 5.2641010 14.0252075 9.7008454 10.6142834 11.8821047 8.4292347 8.9019174 10.0277364 5.3477613 6.3477613 10.2444555 10.4435664 10.1543898 11.2901100 10.3413968 8.1018953 9.1064062 11.0281327 6.2424082 4.4459385 4.4459385 8.4196008 2.8984599 NA 9.9139756 12.4265317 9.4208085 9.8553321 9.6326419 4.1049069 9.9301810 8.2694760 10.3046420 7.6858540 6.9053726 8.7077888 8.2774985 5.7058093 9.1681195 8.6656191 10.9977000 11.3137076 13.2000375 9.1988305 11.6620488 9.1781532 9.4577570 9.9318764 9.4038069 2.7829746 8.6305555 11.1317043 10.3592211 6.9845449 9.6190265 11.2335001 8.6858536 9.9233799 11.3862934 11.0217789 7.2854762 9.9199672 8.4062969 6.4459418 7.9529014 -0.8018831 8.6574453 6.6737472 12.6593652 10.3810286 8.1866981 10.9335697 10.2196877 9.3169546 6.8845137 10.8594889 9.2478623 7.5108963 10.2169093 2.8984599 4.9529020 6.3779219 4.5442628 7.3578854 4.8984551 10.0783625 7.0745301 10.4331603 6.0076844 NA 2.3679301 10.8766138 10.5572141 11.3544128 10.7997845 11.2674634 8.1317042 8.5308780 6.1613718 11.5123136 11.1576534 9.7166669 11.4975079 2.3679301 0.1979912 0.1979912 9.9801929 9.1980135 9.1681195 5.7371730 13.0912204 14.1214804 11.7412872 8.6188582 10.4007497 0.7829956 1.5199444 0.7829956 0.7829956 14.1547981 7.4025849 9.2654479 12.6031551 NA 8.7371723 8.8685991 10.5654284 7.1463813 10.4949299 9.4891842 9.2907709 9.2341873 9.2761644 11.0691488 10.2078422 9.6063434 10.9457871 8.1752935 9.6993035 8.6200783 10.6574453 5.0053685 8.2421070 10.8314630 0.0224440 0.1168200 -0.0034627 0.1863100 0.1160900 0.0891270 -0.0116110 -0.0024938 0.0327920 0.0000000 0.0000000 0.0188030 0.1168200 0.1168200 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0156040 0.1863100 -0.0078863 0.0408920 -0.0111980 -0.0111980 -0.0116110 -0.0058140 -0.0102320 -0.0976270 0.1285900 0.0327190 0.0512450 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.186 0.186 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.186 0.186 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 10.1909520 6.9259342 9.9834661 7.4374691 0.1979912 9.2973613 8.9411650 10.4461784 9.6074045 11.3540841 9.9875473 2.5199444 6.1752930 9.5389763 5.4337407 7.6938688 10.2953874 8.2774985 NA 6.6978600 4.8704387 0.7829956 8.8967184 6.8562251 11.1703760 10.9670250 10.9739037 8.3065380 0.1979912 -0.8018831 0.7829956 10.0482005 8.0622000 9.2231532 0.7829956 8.1109029 9.9603957 10.2141255 8.1018953 10.3896897 8.6656191 6.0053685 10.1257916 5.0559938 9.8182335 9.7640676 6.7449078 7.7716611 9.8624608 7.4787842 12.8094996 10.7754425 10.1500267 12.9356835 12.6471146 6.8633500 9.3052307 10.2781650 8.5860310 9.6368055 8.4601085 13.1413526 9.0821842 9.4435662 6.7058079 3.3679441 10.4624563 9.2162138 12.8061529 9.4352235 11.7628776 8.9628853 6.9529008 11.1973090 10.0829472 8.4292347 14.8878751 11.2901100 11.4456445 13.1726075 10.8067305 2.5199444 11.3480782 9.7107541 10.8584553 8.6656191 7.7449078 10.0988805 12.2764981 11.3410779 11.4077716 6.1168762 6.1752930 6.4648006 10.4845714 12.3231042 7.2801629 0.7829956 NA 9.6042187 12.7816841 10.9694949 7.0683785 10.6722266 11.730857 12.316468 10.967025 10.397686 10.675266 8.524443 10.708778 5.640956 9.035642 6.649225 10.364804 7.657445 8.946207 12.702444 8.122826 11.588183 10.194487 3.005364 13.175025 7.208738 6.959565 8.501338 9.605281 10.562695 5.782977 9.014997 9.870439 7.752603 11.561053 6.863350 12.676530 11.840065 1.782996 11.793737 10.954153 10.676783 2.198023 10.550609 9.445941 4.689869 10.649225 8.548953 8.689867 8.089797 9.632642 9.585557 6.721575 8.687862 6.972801 11.131704 10.813643 10.995675 12.659365 10.323427 10.761687 10.216909 11.145285 7.805344 6.590331 10.170275 9.985100 4.242404 1.197991 NA 10.748279 11.826302 9.011795 3.104907 8.737172 8.282822 10.261409 TCGA-BP-4807 42 0 NA 211 kidney stage i t1a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 6 3 8 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.144444e-06 4.508417e-07 6.25 10.4166666666667 31.25 25 27.0833333333333 7.7194703 11.2194728 10.0306722 7.3200640 10.0489225 8.4825999 8.0545397 6.4478106 9.2769323 -1.1228055 0.7330940 2.7840014 6.1809017 8.5844793 4.5495460 10.3952816 12.0382521 8.3729752 10.5272745 10.3784598 11.0856595 14.3504509 10.0243252 11.1131344 8.9008747 6.1809017 7.4393630 12.0548512 6.2169709 NA 7.9960616 9.1694418 9.6884949 9.9619286 3.5209753 -1.1228055 8.5191719 9.4182169 11.4519503 8.9132940 5.9856439 9.5862040 9.8994880 10.7343237 6.0369912 10.4364973 8.0792442 9.9452267 10.6353435 7.9908624 6.9215149 4.8771209 11.5738705 9.9751524 10.3584152 8.4006822 -1.1228055 10.7205859 1.7916891 9.4483893 7.6084389 0.4620523 10.1149277 9.3033851 8.1509160 9.4533684 2.1990598 6.6253129 9.4230499 6.1532440 11.0905283 9.6444771 11.7798722 4.1625243 12.0140009 13.9264583 10.5701715 8.8785286 9.0369915 16.6173358 9.3739740 8.2907483 10.9549374 3.1250559 9.6084393 7.6453046 11.3311624 8.6286643 13.0666360 1.8771160 6.9226070 10.2258484 9.6772112 8.7490253 2.4620785 9.3868952 8.6169009 12.1643998 8.2346723 14.3125929 9.3759695 10.5946682 7.3809459 11.2125106 -1.1228055 6.3200640 12.8085965 12.0346251 7.5101154 3.7350997 7.3888732 9.2737250 8.1532445 10.5982195 8.9485827 8.6957023 9.5706071 9.6650228 NA 10.0896167 8.2907483 9.6519074 10.3401336 9.4133675 8.2672891 12.0522877 9.3649602 13.1209636 2.1990598 1.6844597 9.9999483 9.9512617 8.6747819 10.0514219 NA 5.0268664 1.8771160 13.4937840 12.0610657 9.6126763 12.8057312 9.9771255 7.7870132 9.4733100 4.8543997 6.6185867 9.9458985 11.2508011 10.1023277 11.2991535 10.2286116 8.2057952 9.9751524 10.5557204 4.3033862 1.8771160 3.2694372 7.7351011 -1.1228055 NA 8.5317561 13.6238970 10.0044698 10.1345081 9.8757107 2.9645835 9.8122853 7.6453046 9.0060040 11.4658349 7.5281720 8.2970804 6.3200640 5.9960610 10.2960270 9.5236790 11.3088790 10.9827014 12.4329076 8.6876920 11.5046542 9.1544078 11.7898225 9.1967924 8.9077875 2.1990598 8.8004476 11.3498111 9.2604790 8.5227788 8.9215143 11.4087454 9.1578911 10.1984847 11.3523471 10.6156348 6.6780198 9.5290690 7.9548704 5.2169709 6.2608255 NA 8.3487954 7.2651377 12.8064711 10.1962279 9.2619040 10.9053717 9.9249257 9.9619286 4.9856461 10.6837263 8.8313164 7.8883475 9.4779624 1.4621047 5.0268664 9.9479120 3.6320122 8.5317561 3.4006882 11.3257528 5.9960610 9.7521016 4.8163488 NA -0.1228055 10.6872902 10.2790664 10.6223744 10.8045279 10.1602086 9.9465700 9.4153091 6.0435348 10.8629622 11.6826626 10.0570293 11.3459988 0.4620523 -1.1228055 NA 9.8472262 8.9296883 9.4403165 1.6844597 14.5529395 14.0088567 11.6868884 7.0178985 9.7474849 -1.1228055 1.1990598 NA 2.1990598 14.3833968 8.9973582 8.8529683 12.0780188 NA 7.5353314 9.2562495 10.9866245 4.3033862 10.6033384 9.5046542 9.7123812 8.3467619 9.4326680 11.3316766 11.1928359 10.2859807 10.6621639 7.4162790 9.5583587 6.6453039 10.3883788 3.6484769 7.0100570 9.4460264 -0.00387790 0.00360760 0.01908300 -0.01601700 -0.00138580 0.01070300 -0.00705760 -0.01656700 -0.04590600 -0.00387790 -0.00387790 -0.00387790 0.00360760 0.00360760 -0.83817000 -0.83817000 -0.83817000 -0.83878000 0.01307400 -0.00981850 0.00874720 -0.85520000 0.00402430 0.00402430 -0.00705760 0.00416320 0.00048594 0.00138680 -0.00622860 -0.03176800 -0.04590600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 10.0083342 6.2346718 9.5530773 6.0112384 2.1990598 8.8515348 9.1613660 9.8481896 9.4554929 11.3712083 10.5191719 1.8771160 5.6050409 9.0407700 4.9228258 7.7870132 11.0632345 6.3200640 -0.1228055 5.8429034 4.7100129 1.1990598 8.8883475 7.0319388 10.3879388 10.3952816 10.6144733 7.7689042 2.1990598 NA NA 9.9077873 7.4545494 9.2013008 1.6844597 6.0570300 9.886249 10.702477 7.499172 9.969217 8.655197 7.517365 10.322135 5.400681 10.340134 9.299185 6.542456 6.790010 10.440793 6.352854 13.612094 10.108941 10.598647 12.360936 12.894625 7.868642 9.155570 10.085964 9.366968 9.002534 5.477033 13.121187 8.382932 10.466771 5.252158 0.877116 10.938491 10.028771 12.989152 7.980408 13.120964 8.800448 8.478891 10.694903 10.898100 9.977125 16.438043 11.299153 12.386895 13.157964 10.736267 1.199060 10.241802 11.386153 10.929349 9.523679 7.368973 9.670724 12.886249 10.651907 11.678020 2.877116 5.143908 7.801933 11.536001 12.104887 7.524579 NA NA 9.371976 12.818718 10.908815 6.953936 11.196792 11.661142 13.005115 10.395282 10.378460 10.024325 5.368974 9.287572 6.208037 8.907787 4.899490 10.052046 6.036991 7.484451 12.614248 8.990862 11.985318 10.710406 1.462105 13.703271 6.922607 5.645304 9.022059 10.076793 9.591366 1.877116 9.547777 10.269974 8.517365 11.169442 8.473310 11.669097 10.494588 NA 12.063854 10.129194 10.280132 1.462105 11.196228 9.264060 2.462079 10.211952 9.101122 9.724961 8.625313 9.875711 9.062467 2.877116 8.697299 4.831315 11.349811 10.364960 11.299185 12.806471 10.526825 11.320841 9.477962 10.884498 7.774966 5.943209 9.731989 9.025597 3.336555 7.622828 NA 9.804157 10.697084 9.587927 -1.122805 7.535331 8.069413 10.265138 TCGA-BP-4959 49 0 NA 2660 kidney stage i t1b nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 4 3 6 3 2 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.596474539 11.456489385 10.806246713 8.278083743 10.347771831 8.978976382 6.013870891 10.411147197 9.000549641 NA 0.197488002 3.096329330 5.698999078 8.378992730 4.550900665 10.752691901 12.250401227 8.738050363 11.610572408 10.289812914 11.316577169 13.993605048 9.630888306 11.120138907 8.735908320 6.575065708 7.640653461 12.247772676 5.809051667 -1.658355759 7.346957776 9.965784285 10.044051302 9.865497596 4.148803980 0.341416524 9.486103938 9.195534863 11.800364936 9.135861627 6.295642220 12.462655455 10.053542831 10.418595290 7.242312871 11.949931590 9.127715296 9.802925205 10.366585264 8.946925276 7.692384652 5.248337484 12.219592462 10.173940170 10.591448013 8.196313928 NA 10.423262064 -0.007811664 9.027070539 7.937635703 -1.658355759 10.572366843 9.500686351 8.024440475 9.496333515 0.926379025 7.667875099 10.325864208 7.563033018 10.292001650 9.776595059 9.257325136 4.341444991 12.460727336 10.471694518 10.677952321 8.679067641 8.693489048 16.294778284 9.442764806 7.603540300 11.199426722 4.511373155 9.143962217 6.868922537 10.989353837 6.746586874 13.209062329 2.289126220 7.444602470 8.724069721 9.696245998 8.552117272 3.341444991 9.355466287 9.142345529 12.913909132 7.769806114 14.802454124 9.058265078 10.576059601 7.031443721 12.605448428 NA 3.985300042 13.256624878 11.534817073 7.480996949 6.579849919 9.543569540 8.440793606 9.849735671 10.488014433 8.639508214 9.214889771 8.648646631 8.855173405 0.663390165 9.938101385 8.814136692 10.794201802 10.465890210 8.617570314 8.098002070 11.887745801 9.308671904 13.291409205 1.926416980 1.663390165 9.973532211 10.512935278 8.179073577 10.407534925 -1.658355759 5.428909507 4.941359887 13.390528510 8.465567221 9.400790225 12.896154497 10.436183290 9.589966427 9.363119814 4.926407492 5.865008185 10.869655606 11.074461082 10.839048091 11.218265767 10.216042888 8.221028785 10.352323438 10.732689365 5.307231781 1.663390165 -1.658355759 8.685741512 3.470732074 -0.658583476 10.061689941 13.119163379 9.883026444 10.526940685 9.529416303 2.242541535 9.687405254 7.289813260 9.280819246 12.586924162 8.552117272 9.133422502 5.825261563 5.880604720 10.528488493 9.061690076 11.586255509 11.434368019 12.116232798 8.989803194 11.971712852 8.790594492 11.045133038 9.269223713 11.425589749 1.511366829 8.273660413 11.195924571 8.981410304 9.216934002 9.912724405 11.473945469 8.175916758 9.621636527 10.903688168 10.917221312 4.318728981 10.164016529 8.375749306 5.672363107 7.034933186 NA 8.489922200 7.217962543 12.641512252 11.739521365 8.983497575 10.583131013 10.689620568 9.243820909 4.407536306 10.913603548 9.014754746 7.486103737 9.587592457 0.341416524 4.041882519 8.082912775 2.800868846 8.992497390 3.096329330 11.950624495 5.272183728 9.711490088 4.535611318 NA -0.658583476 11.064466660 10.207952011 10.936703227 11.171960933 10.169978976 10.680182099 8.818191974 6.877576171 10.289082635 11.112728864 9.855173405 10.432550460 -0.658583476 -1.658355759 -1.658355759 10.145173290 9.416256231 9.270704129 8.434202862 13.256251288 13.841758587 10.292730454 6.976946691 10.328354380 NA 1.148803980 NA 2.865008185 14.292502735 8.659988403 8.252837600 11.359472029 -1.658355759 7.385839973 9.321313917 11.195729730 5.272183728 10.537433041 10.395371649 9.681295697 8.698997690 9.135048958 12.085859140 11.359645911 9.627425906 10.952239929 7.174335505 9.240047139 9.768234620 9.518242219 2.926416980 6.037160353 9.941358567 0.0164760 0.0107030 0.0879690 0.4191500 -0.0138150 0.0836310 0.0065262 -0.0044312 -0.1595000 -0.0019399 0.0164760 0.0174040 0.0107030 0.0116790 -0.4377800 -0.4319200 -0.4319200 -0.4319200 0.0105640 0.0000000 -0.4492100 -0.4417800 0.0065262 0.0065262 0.0086135 0.0026357 0.0083351 -0.4457700 -0.0164290 -0.0151910 -0.1595000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 -0.449 -0.449 0.000 0.000 -0.442 0.000 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 -0.449 -0.449 0.000 0.000 -0.442 0.000 0.000 0.000 -0.159 -0.159 10.0765786 6.0209266 9.8723397 6.3275149 -1.6583558 8.8679449 9.9074997 10.3815779 9.6268479 11.5984711 10.4398069 -1.6583558 5.3526738 9.0270705 1.6459783 7.9017786 11.1160269 5.8252616 -1.6583558 5.8412913 6.1806492 0.3414165 8.8492403 4.3638159 10.5488415 10.7526919 10.9483460 7.2056320 0.6633902 NA -0.6585835 9.9556955 6.0209266 10.0950804 NA 6.4394785 10.00766968 10.42426005 8.01916536 10.07361314 8.02444048 7.76771041 10.24193526 5.16162572 10.23929122 9.88351024 6.42359498 6.26030988 10.24608037 5.73376377 13.76967504 11.05890800 10.09382635 12.94315850 12.55773008 8.08122617 9.55819166 10.11705603 9.59529329 9.49689651 5.71648614 12.81907753 7.83129394 9.48035743 4.53126916 0.34141652 10.85862299 9.19319489 12.95494746 8.23626347 13.29140920 8.59292827 8.56665307 9.90416524 10.83829954 10.43618329 16.04881161 11.21826577 12.05031408 13.77019846 11.03406127 -0.07354507 10.81869808 9.59883358 11.12608061 9.06169008 7.50383687 9.78075726 13.09152461 11.00589299 11.57176644 6.17433650 5.23626299 3.69899630 12.10185384 12.04437595 8.36381368 NA NA 10.36866065 12.87933145 10.72027162 6.64522610 11.00255577 11.34285394 13.17067296 10.75269190 10.28981291 9.63088831 6.81717938 11.63606651 5.57984992 9.37967879 5.22409045 9.99563418 7.24231287 6.89986684 12.53242010 9.21565870 11.93413634 10.00366899 1.80086885 13.37176802 6.03625715 6.21796351 8.00800724 10.68601905 9.76561198 4.84923869 9.53743294 10.17394017 8.01033060 10.94761955 8.57865573 12.27125892 10.04231889 -0.07354507 11.76232705 10.53250496 10.22370671 1.14880398 10.37038783 9.12444394 1.66339017 10.73429978 5.02794579 9.58044758 6.13586111 9.52941630 9.72524729 4.83329999 8.53866231 3.38584515 11.19592457 10.26811234 11.77281275 12.64151225 11.41458313 11.52817903 9.58759246 11.17037559 6.72946304 7.11293570 9.66168227 8.98890420 3.34144499 1.34147346 NA 10.20059226 11.01302000 9.00589313 1.34147346 7.38583997 7.73805036 10.46330295 TCGA-BP-4960 46 0 NA 2172 kidney stage ii t2 n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.734007e-06 4.855218e-07 11.9402985074627 14.9253731343284 14.9253731343284 37.3134328358209 20.8955223880597 9.49182084 11.04007494 9.89491611 9.23537333 9.46437748 8.42830824 NA 8.69259319 8.69606930 0.53953107 3.29303199 5.34692144 5.90879850 10.84714530 9.19420109 10.82881538 11.89326319 6.57665364 10.52113222 10.40632875 12.45020770 14.55421403 10.60385868 10.94008870 8.89565010 8.91690563 6.99899653 14.29037661 8.19300733 0.53953107 9.24807415 9.40271877 10.44445039 10.65634209 4.70948916 1.95460579 8.98940131 9.44745708 11.57206992 8.92758213 6.24922346 11.34046485 9.73267961 10.77876570 7.29889838 10.68082066 5.31215326 11.19061665 11.39079347 8.92758213 8.57665440 3.53956829 12.02991446 10.66066671 9.98595903 8.12952825 -0.04543143 10.15782199 1.42706976 9.01394680 8.51875189 -1.04543143 9.97419315 9.69775384 9.31435212 9.48990695 1.95460579 7.37245504 9.55915565 0.95456857 10.40271877 11.15396806 9.56378124 6.45444901 10.76777843 13.54659223 10.59575110 9.25381038 10.03141808 16.23944463 9.29667719 8.78432534 9.99489223 5.14442576 9.26407871 7.64808933 12.65222166 7.98802567 12.09957929 2.44002198 10.01580488 8.62879473 11.47620289 9.10434950 1.76196603 10.22021748 8.75711895 11.29222436 6.76838417 14.88389024 9.17860410 10.73136443 9.04868004 11.76778240 -1.04543143 6.35548148 14.10724382 10.42424430 9.15058988 4.04206644 8.36611366 8.92901720 8.50149687 11.63891277 8.31654628 8.72938962 8.61281396 9.19420109 -1.04543143 9.55265488 8.89124054 9.62614359 10.33506348 8.92038680 7.91460458 11.59193602 9.92829984 12.03858032 0.95456857 1.76196603 9.98043409 8.72444018 8.86449539 9.82804665 0.53953107 6.66196190 3.47816937 14.35424756 9.20726793 11.52422077 12.69227233 7.55822860 10.21375723 10.58122412 4.68252273 7.29889838 10.54097316 10.42982924 9.58850590 11.07192091 10.03874646 8.75226389 9.18101457 11.33884661 5.31215326 2.95460579 1.53958070 9.26407871 3.04206644 0.95456857 10.61638058 13.18897086 9.42016888 10.10942064 9.12202064 2.95460579 10.49860093 8.38505521 11.03088697 7.82188110 7.38086708 8.44645558 7.43438303 6.34691967 9.24692416 8.05526454 10.96687779 11.56123901 12.15672630 9.77337628 12.26422093 9.20015513 9.79930818 10.31215451 8.30554150 0.53953107 7.33830674 10.72526638 6.57797257 7.51699768 9.23537333 11.22927181 6.38923122 9.98457981 11.66648451 11.31022888 5.99899653 10.43387750 9.08250648 4.59846049 8.57298779 1.95460579 8.20726768 6.56931184 12.82313567 10.05657811 8.89124054 11.12170692 10.50246099 9.23421293 4.62702894 10.90797687 9.19061659 8.00445083 10.35388034 2.27652644 5.25838324 7.41403403 4.41403403 7.62348721 4.41403403 9.91966529 6.78749254 10.79316035 6.65629042 -0.04543143 2.86149887 10.99660377 10.55730133 11.57275853 11.07062144 11.81510754 6.81878922 7.79695265 5.91888470 12.63847433 10.88349092 9.76998574 10.57756941 -0.04543143 NA 0.53953107 10.05592161 9.33072779 9.68761783 8.01799760 13.24764297 13.13178839 10.61370642 7.67087290 10.51684487 2.12452666 0.95456857 1.27655622 -1.04543143 13.30312315 7.15917403 9.61993841 11.61526694 -1.04543143 8.35120737 9.16753657 10.64765377 8.10180763 10.81878858 10.03342039 8.60744757 9.44545338 9.48305655 10.96408119 11.05887358 9.68167203 10.95601068 8.12202038 9.38969974 10.02606483 11.27173240 4.20252743 9.35098248 11.40735849 -0.00083160 0.00000000 0.22607000 0.38833000 0.40769000 -0.21991000 -0.21342000 0.01112100 0.00675260 0.00620830 0.00958830 -0.00107170 0.00000000 0.01824300 -0.19212000 -0.17765000 -0.21926000 -0.21926000 -0.00202210 0.00597000 -0.23289000 -0.21528000 -0.11139000 -0.11139000 -0.21577000 0.01684200 -0.00069303 -0.04594300 0.20137000 -0.01505400 0.00930980 -0.215 -0.215 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 -0.221 -0.197 0.000 0.000 -0.187 0.039 0.000 0.000 0.000 0.000 -0.215 -0.215 0.408 0.408 -0.215 -0.215 -0.111 -0.111 0.000 0.000 -0.215 -0.215 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 -0.221 -0.197 0.000 0.000 -0.187 0.039 0.000 0.000 0.000 0.000 -0.215 -0.215 0.408 0.408 -0.215 -0.215 -0.111 -0.111 0.000 0.000 10.66841851 7.22606533 10.25895380 7.37906293 0.53953107 9.58395903 8.77158620 10.12240315 9.43134863 11.59972719 10.07029647 2.76196603 6.24000515 9.87867262 2.95460579 8.37666719 10.25552693 7.43438303 1.95460579 7.45444818 4.86149391 2.86149887 8.91025236 8.13699675 11.19481539 10.82881538 11.61223577 6.95460230 0.95456857 -0.04543143 2.95460579 10.20667655 7.89711697 9.26407871 -1.04543143 7.42220777 10.71032465 10.09159353 8.62348758 11.00036211 8.47423890 6.81878922 10.23653244 4.50918910 9.74576540 9.80635145 6.70949054 7.28103238 9.83341970 7.78749254 12.59733111 11.02270896 9.69859529 13.49236686 12.35721488 6.79380617 9.05920113 9.99352138 8.59484746 9.65157000 5.25838324 13.38734008 9.54612488 8.61102738 7.32092507 3.65504265 10.36558374 7.97974185 13.19240994 10.12264774 12.03858032 8.95178185 6.79380617 11.55381795 11.54589102 7.55822860 15.21106918 11.07192091 10.89711697 13.31586091 10.63188168 2.41402726 10.98733700 8.38296245 10.79104735 8.05526454 7.86449570 10.08967041 12.34866315 10.43387750 10.66841851 4.86149391 6.63408208 6.38923122 10.33560462 12.35347972 6.97697074 -0.04543143 -1.04543143 10.22956293 12.44219130 11.03384721 6.84942011 10.06899547 11.5019790 12.2297085 10.8288154 10.4063288 10.6038587 7.0044508 10.3431579 5.1245267 9.1119494 5.9203862 10.0728947 7.2988984 6.0735439 12.6547051 8.6393512 11.4643775 9.9602270 2.7619660 12.7926245 7.6404727 6.6619619 8.2336556 9.9218287 10.0754882 3.7094892 8.4099297 10.1725601 7.6305598 11.6998566 6.2213899 11.5065510 11.8028342 NA 12.8251598 11.0509882 10.4211888 2.6550312 10.4419401 9.4262778 2.7619660 10.3840092 5.1043492 8.1144737 9.3933943 9.1220206 9.4565690 7.4424426 8.6671293 4.5693149 10.7252664 11.0287439 10.6489603 12.8231357 10.2388482 10.5192283 10.3538803 11.4089018 7.9087985 6.4140340 9.9942070 10.0845294 0.5395311 1.7619660 8.0838856 11.1338896 11.8099051 8.7244402 3.4781694 8.3512074 8.1858234 10.2208033 TCGA-BP-4961 47 0 NA 1935 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 4 3 3 2 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6669241 9.8564618 10.7232642 7.9365973 NA 10.5753577 1.0807941 8.9178980 8.1354892 -1.8661735 9.7819893 10.0190148 8.8628521 9.2557054 1.3039853 5.8345216 8.8601204 3.2633650 11.4216493 10.0893678 10.6642436 6.9187166 11.1985814 11.2284888 11.0486532 8.6259342 10.9538611 15.4646480 9.5661010 8.8188298 11.3555173 4.9284982 9.8683675 7.4078770 10.4367201 7.8534699 12.8191037 1.5934972 8.3322317 9.0174883 12.0326826 8.6138613 6.4872275 9.3398745 8.8362540 11.3699458 7.9382123 14.2609562 10.2125656 10.4099757 8.3288383 11.1472294 NA 5.7779378 11.8247340 11.1567958 8.0439744 4.1564452 7.4102054 10.6344252 6.9382117 11.0182517 9.1305546 9.2478233 9.1695675 9.3526444 NA 10.3529471 8.5863223 9.8362538 10.3331400 9.3276065 8.4160113 11.4855477 9.7810898 12.0849104 2.2215369 2.7779352 9.9158507 9.2195935 8.5285440 10.3858595 -1.8661735 5.5519343 5.6098140 13.4796597 9.4778222 10.6004126 10.7907295 9.8538977 8.2582023 8.9912846 3.7779352 6.5603466 10.3595899 11.3708428 10.1117189 11.2085488 10.9574484 8.7779375 7.9873908 10.6495346 4.7922932 3.0882773 1.1340895 7.5666234 0.4559650 -0.8659105 10.1712849 12.9395228 9.7643483 9.8135612 10.3828983 3.6297763 10.5115629 7.8258244 10.2902749 8.5370933 8.1213449 9.2208808 5.3724855 6.2173471 9.6364158 9.7096205 11.4414243 10.7591051 14.3021069 8.9360239 11.2691491 9.1846101 10.6244307 9.6991261 10.8420873 NA 8.5996477 11.7878220 10.9308164 8.0604960 9.6158806 11.6369130 7.6259345 10.4526240 11.0971579 10.8227686 5.7561320 9.4817026 8.4280125 5.4287019 7.1730005 -0.8659105 9.1368963 7.8789147 12.8839506 9.1156484 8.2556145 11.0900943 9.9055707 9.9622177 9.4463969 10.5570946 8.8747054 7.4894321 10.5909489 2.5263944 3.7487940 7.0288984 3.6259367 6.1619864 4.9022666 10.8216755 7.9382123 10.5785526 6.1355451 NA -1.8661735 10.9321479 10.5973501 11.4272654 11.2697905 10.8433804 8.5749503 9.1180295 5.4454221 11.8993673 11.7602465 9.9598351 11.6118395 -1.8661735 0.1340895 0.1340895 10.0551783 8.9677620 9.8297445 6.7190438 12.7434908 15.4049605 11.7288723 7.7220274 10.1991607 NA 0.9414068 NA -1.8661735 14.9192526 9.1723142 9.4677957 12.3552907 NA 8.9284971 8.8877160 11.2699508 7.4287019 10.9001959 9.3046322 9.6478088 8.3604933 9.1227659 11.4655580 10.6125980 10.0955309 11.0351366 7.9301205 9.8763906 9.9240224 11.3876333 5.5206328 8.0742774 9.5960721 -0.00110870 0.00000000 0.00777830 0.20440000 -0.00816240 0.00694350 -0.01312700 -0.00152430 0.02433800 0.00073870 -0.00110870 0.00305220 0.00000000 0.00000000 -0.17232000 -0.17232000 -0.17232000 -0.17232000 0.00319100 0.20440000 0.00513590 0.00694350 0.00305220 0.00305220 -0.01312700 -0.00180140 -0.00027724 0.00471900 0.00263570 -0.00387790 0.01153900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.204 0.204 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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10.660091 9.709620 7.767076 9.942241 13.248027 10.004060 11.620411 4.491635 5.156449 6.572873 10.662291 12.577219 6.134081 -1.866173 NA 11.194102 12.742163 11.646567 7.237369 11.410496 11.5892799 13.4539650 11.2470093 10.9719062 10.5322905 6.0167236 10.7328316 6.4332900 8.7570483 6.6098140 10.7112739 5.2530211 7.7922925 13.6513064 8.6016869 12.0190148 10.9378087 2.6576400 13.7563332 5.6499373 5.7922932 8.3034173 9.7891647 10.6549454 3.0409801 9.7851328 10.2539949 8.4681756 11.0292778 5.4469642 10.7765842 11.5940250 0.7190520 12.1823126 10.4458295 10.4517764 1.5934972 12.0502406 9.9905068 2.4560176 9.8474677 6.7001359 9.5258618 8.9236148 10.3828983 9.5245296 4.4916351 9.1508894 5.8205823 11.7878220 10.5489566 11.2515619 12.8839506 10.1016677 10.7051228 10.5909489 11.1414589 7.3580832 5.0765976 9.4627560 9.7666220 -0.8659105 1.5934972 1.9414444 10.4409973 10.5978201 10.0670340 4.3628977 8.9284971 7.6771128 10.2967872 TCGA-BP-4962 58 0 NA 1785 kidney stage ii t2 nx m0 male 2005 NA NA NA 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4.0051125 10.4099137 10.7406057 11.0903497 9.3560993 9.0935581 16.2728346 9.3127067 7.6476225 11.0202321 4.5095818 9.1121739 7.2370550 11.8340202 9.0945438 12.1667387 2.4809113 8.8889797 9.1257384 9.1833972 8.7587532 4.3602027 9.6218713 8.7003776 12.2795005 7.2792837 14.8840923 9.1515443 10.6281378 8.3552771 12.6046757 NA 4.5561228 13.7068384 12.0130813 7.7512716 5.1638046 8.5036564 8.4827257 10.2613998 10.3131303 8.2027258 8.4069805 8.2600826 9.1218759 -0.4212062 9.8338727 8.7285913 10.2437357 10.3395640 9.1694310 7.9818561 11.7018920 9.5604114 12.8306962 7.1218754 2.6663021 10.4793335 9.9435532 9.1004445 9.7074829 NA 4.5095818 4.3602027 13.5472858 7.2999434 9.3861990 12.8675660 8.9903550 10.3548658 9.9153506 4.9882348 5.8172497 9.7285911 10.5550502 10.9131173 11.0305987 9.9673995 7.9690129 9.8973869 10.3663385 6.4736619 4.6873687 1.1638207 9.0905968 3.0382781 -0.4212062 9.8076628 13.0142539 10.4591929 9.8261782 9.3602038 3.2226964 9.0165960 7.6205028 8.4532723 11.1605154 7.9341951 8.4947236 9.4061867 4.9538845 9.9993306 8.6529855 11.1768966 12.1631019 11.8440195 9.5928646 12.7644938 8.9614679 10.1146054 10.1155769 11.9660536 0.1637563 7.8939937 11.2154687 9.6416390 9.8529425 9.6143305 11.3789350 5.6977849 9.6643164 11.1759655 10.8318051 4.9711619 10.6095112 8.0549624 5.5788451 7.0505191 -0.4212062 8.3552771 6.4614876 12.8071366 11.6749003 9.2930895 10.6964871 10.5283060 9.1534375 4.8642456 11.1032388 9.3853937 7.8004314 9.4360475 0.9007992 4.1024062 7.1524917 5.5900720 9.3354004 3.5788421 11.2771146 4.4614893 9.5292468 5.7522723 NA 0.1637563 10.4679677 10.6167341 10.6633202 10.8976693 10.2627160 10.1815429 8.3956515 6.2240692 9.6136431 10.8240996 9.6218713 10.6729217 2.0382606 NA NA 10.3374836 9.7336621 8.5844687 8.2670943 13.2897581 13.5793283 11.7479861 8.8458532 9.9898253 NA 0.5788904 NA 5.8917278 13.9041144 7.3169359 8.4180478 12.1829339 NA 7.2008957 9.1628200 11.2310168 5.2370550 10.5664634 10.8587447 9.1486998 9.0836631 9.3861990 11.7347691 10.9956416 9.1999802 11.4043991 7.5213586 9.0994627 9.0816760 9.8130627 3.5330400 6.1798713 11.2941626 0.0062481 0.0052749 0.0127950 0.2251500 0.1816200 0.1076000 -0.0078863 -0.0150350 -0.0383060 0.0062481 0.0062481 0.0062481 0.0052749 0.0052749 -0.4405900 -0.4458900 -0.4458900 -0.4458900 0.0062481 0.2251500 -0.4741200 -0.0381700 -0.1310900 -0.1310900 -0.0111990 0.0016642 -0.0559030 -0.4521100 0.0011865 -0.0258930 -0.0398010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.292 -0.059 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.292 -0.059 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 9.8979516 6.4553617 9.2922305 6.6463326 -1.4212062 9.2913710 11.5152980 10.3254423 9.6775341 11.8925490 10.4188351 0.9007992 5.9625490 9.6569949 3.4368281 8.6795065 10.7531456 9.4061867 0.9007992 5.4492081 5.0545794 -0.4212062 8.9286783 2.5788421 10.7930265 10.4109429 11.3189494 7.7132703 0.1637563 0.5788904 -1.4212062 10.6706100 6.3602045 9.3585633 NA 7.3403949 9.2862031 10.2973769 8.6990820 9.5058812 7.6503065 7.5417402 9.4360475 4.9363977 10.5228240 9.5511059 6.6177628 6.8917266 9.9024618 7.3337314 13.1957948 11.6985958 9.8379989 12.6176773 12.8459943 6.9407881 9.3982249 10.4973346 9.6293730 9.4872367 5.8917278 12.8358635 6.5844680 10.4732829 5.6556609 1.7487618 10.9418837 9.9657843 12.9367396 8.0525496 12.8306962 8.4321535 7.6742410 10.0984804 10.2836123 8.9903550 16.3516869 11.0305987 11.7919483 13.2184109 10.2036394 0.1637563 11.0282507 10.2644689 11.0178957 8.6529855 7.0051091 9.7828038 12.9649086 11.1595737 11.3918215 5.8172497 6.3067653 3.1638046 11.9072385 11.7055485 10.1543833 NA -1.4212062 9.7779029 12.8971750 10.5035341 6.3403949 10.4656837 11.5202585 12.3149288 10.4109429 9.8803402 10.4732829 7.5872727 11.9110205 5.2082012 9.4383787 5.4736603 9.9369457 7.3536312 8.4085667 12.2694925 8.7525211 11.6320912 9.5731975 1.5788421 13.0202969 8.2873592 6.3135542 7.5994071 10.5485903 9.6496359 5.0706984 9.3025050 9.6689564 7.6449335 11.4024103 8.1276658 12.3651137 11.3016515 -1.4212062 12.0136026 11.2161482 10.6873685 2.3862039 9.8671334 8.8220179 3.4857359 10.4725247 8.0945438 8.9700878 6.7686687 9.3602038 9.8421720 6.2082012 8.3942273 6.2227002 11.2154687 10.4167636 11.3982248 12.8071366 11.3029315 11.3700069 9.4360475 11.8429934 7.2862029 6.9924716 9.8648241 9.1963115 1.7487618 0.1637563 0.5788904 9.9013356 11.6333958 8.1295906 3.1024062 7.2008957 7.8267715 10.0212693 TCGA-BP-4963 63 0 NA 1834 kidney stage i t1b nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 6 0 0 0 0 0 0 0 0 0 1.803367e-06 7.97643e-07 12 30.6666666666667 10.6666666666667 28 18.6666666666667 9.0108802 10.3227819 10.5862953 8.1553187 9.9605638 9.0560467 NA 7.3873987 8.7079437 -1.4556135 0.8400402 5.1141504 6.7537476 10.0144444 8.1273769 11.3718352 11.9445064 8.1534730 8.3207270 11.2749764 12.2422390 13.7921804 10.3297465 11.1608429 9.0668755 6.9120582 7.8908078 12.7568064 5.3644744 -1.4556135 9.3330124 9.5343980 10.1174678 9.9965352 4.1590075 1.5442875 9.3976036 9.3866443 11.3435757 9.1690894 6.6940416 8.4208108 10.2408270 10.5749612 5.9621464 11.4190833 5.4391111 10.1502365 10.6524918 8.6436419 8.6370512 3.6317562 11.9312343 10.3419555 10.3133054 7.9258369 -1.4556135 10.7742154 1.7537329 9.2758761 8.2360376 1.3516283 10.1437420 10.0785969 8.9757915 9.1584885 4.0988827 7.5471089 9.4787811 2.3516566 11.1184145 10.5039338 9.1084434 5.5777158 12.4102747 11.2202510 10.9908604 8.9797456 9.9836054 15.9180343 9.1543961 8.1386184 9.0863587 4.8841436 9.8752109 7.2096298 10.7610399 6.8526331 12.7418179 2.2568899 8.2826733 10.3037661 11.0306263 8.4646470 3.4022719 9.7135927 8.6184354 12.2830197 8.1065362 14.7252612 10.1759259 11.0286940 7.8774492 11.8853958 NA 6.3834987 12.6658275 11.2045128 8.1254946 4.9018468 8.9149815 9.5265746 7.5555209 10.9734392 9.0560467 8.5272878 8.9073336 8.3451941 -0.4556135 10.0139359 8.3091657 9.7838925 10.8594436 7.9430375 8.6488929 12.2452376 9.2950011 12.7249802 0.1292171 1.7142235 9.7378194 9.7634625 8.6658276 10.3240134 -0.4556135 6.4084809 5.4984902 13.4876330 7.6889524 10.6625862 11.3484250 9.7957764 8.6449565 9.3516489 4.2167187 6.5272878 10.7803082 11.0187605 10.2768855 11.2720656 10.7160963 8.9269180 9.1141497 10.6531451 4.5886907 0.5442875 4.0678538 8.3174334 2.0037102 -1.4556135 10.7396662 12.2660341 9.8588773 9.8279613 9.5590120 4.8662206 10.4963071 7.8617067 9.2908084 10.5287124 7.7439666 9.1226668 4.7142180 6.7644311 10.2268498 9.0950409 11.5028468 11.2705122 12.9753998 8.6431419 11.5310249 8.5941424 10.5290685 10.1594638 8.8412102 NA 8.3190809 10.9231308 10.6440791 10.0079564 9.9376845 11.3827101 7.8134208 10.2029518 11.2660341 10.6927706 4.7341189 10.0795694 8.6507524 5.5555217 7.2377807 -0.4556135 8.3468102 7.6317569 12.2444086 10.1576231 8.2722145 10.3012673 10.6383717 9.3387099 6.1217221 10.6307322 8.6344063 7.1330086 10.0698148 1.5442875 5.4750330 6.2377817 2.7142235 6.8662218 4.3227646 10.7325738 5.7439673 10.8233270 6.8184160 NA 0.1292171 10.8212908 10.3362709 11.9522256 11.3594771 11.5910770 8.2756129 9.7341185 6.1360027 11.5683948 11.2266303 9.8718467 10.4776158 0.5442875 1.8662354 0.1292171 9.8537704 8.7304083 9.9558051 7.3124782 12.7294792 12.9083603 10.2020590 6.7865153 9.9078812 -1.4556135 -0.4556135 NA NA 13.9430043 8.8863688 9.1386187 11.6134081 -0.4556135 9.0401491 9.4082480 11.5048390 7.4391120 11.5572677 9.0461311 9.2991815 8.4691066 8.7415108 11.1516243 9.9269180 10.1649720 10.9563346 7.7898466 9.6735771 9.8577439 10.9198766 4.9715665 7.9693629 10.2180448 0.46161000 -0.00221680 0.04075100 0.45803000 0.43395000 -0.00407250 -0.01780300 -0.00954260 0.00495770 0.00555290 0.00555290 0.46161000 -0.00221680 -0.00221680 -0.48291000 -0.46770000 -0.49705000 -0.50287000 0.00000000 -0.00526100 -0.51637000 0.01237600 -0.47955000 -0.47955000 -0.03122300 -0.00124730 0.00013863 0.02511000 -0.00429290 -0.02985700 0.01600600 0.000 0.000 0.000 0.000 0.417 0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 -0.468 0.000 0.000 0.000 0.000 0.000 -0.509 0.434 0.434 0.000 0.000 -0.472 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.417 0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 -0.468 0.000 0.000 0.000 0.000 0.000 -0.509 0.434 0.434 0.000 0.000 -0.472 -0.472 0.000 0.000 10.2658205 6.8571773 10.0950408 6.2741871 -1.4556135 8.6567334 8.6009317 10.4151288 8.9408988 11.2404792 10.1840870 0.8662354 6.0911878 9.1442068 5.4750330 7.5100782 10.7470301 4.7142180 1.5442875 6.2307948 5.1292583 0.1292171 8.7254464 7.5968621 11.3015965 11.3718352 9.9690692 8.1292567 0.5442875 NA 0.8662354 9.6716435 8.0098605 9.1084434 -0.4556135 7.0481195 10.7555740 10.2709379 7.8343130 10.5222894 8.8796843 5.9705592 10.8066825 5.6211083 10.0979234 9.8005028 6.5386468 6.2096308 10.1881502 7.1254951 13.2467373 10.3293378 10.1474567 13.3911066 12.5430246 8.3580753 9.4421394 9.7993226 8.8852568 9.5143998 5.7242028 12.7161745 9.0210402 8.9018462 4.6940388 3.4511847 10.6745428 9.9312342 12.7749900 10.8294072 12.7249802 9.6889522 8.2619703 8.5042958 10.3708426 9.7957764 14.8597267 11.2720656 11.7257569 13.2314510 11.0761628 0.8662354 11.5905654 9.0902239 11.5716817 9.0950409 7.8841443 9.7640676 12.9325805 11.2608992 11.4891891 6.0200265 6.6889524 6.1516234 10.9718688 12.7370492 8.2307948 NA 0.1292171 10.8383404 12.5632766 11.3588424 7.0795690 10.8701616 11.7079437 13.2590762 11.3718352 11.2749764 10.3297465 7.6838452 11.3911556 6.4984902 8.7622518 6.5386468 10.6207756 5.9621464 6.8841436 12.7953007 8.5694337 11.6907036 10.8311406 2.1292500 12.4169689 7.2939958 6.7826982 8.7082079 10.5165558 10.3608777 5.5215753 9.3476180 10.5701257 8.7767150 10.7359702 7.7117124 12.0432679 10.4161992 4.4269356 11.9826961 10.5770285 10.2486299 2.4511715 11.0446380 9.9595076 1.7142235 10.2606848 10.3240134 9.2149502 9.3944809 9.5590120 9.5202280 4.5886907 8.3141318 5.9621464 10.9231308 10.5992374 11.5388243 12.2444086 10.4616661 11.2825975 10.0698148 10.5995765 7.4269373 7.2857610 9.8354648 9.5907360 0.8662354 1.1292830 -0.4556135 10.5593606 12.0515820 9.8233242 3.2991860 9.0401491 7.8157573 10.3252438 TCGA-BP-4964 54 0 NA 1862 kidney stage i t1a n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 6 3 7 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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19.7530864197531 13.5802469135802 30.8641975308642 19.7530864197531 8.55941763 9.81301395 9.37648640 7.43106463 9.71841232 8.07448670 6.25842470 8.02138645 8.94183610 -0.62415428 1.85861763 5.14396477 7.41744158 9.70333469 7.94373793 10.87388331 11.79455708 7.25536571 8.31389158 11.32870533 11.74674188 14.28742758 10.05306123 11.44607081 8.42970801 5.77666200 7.41744158 12.77952647 6.55569194 NA 8.81122311 9.18635372 9.93228814 9.87861393 3.66117952 1.69772935 8.42290616 9.53565350 10.90935520 9.42631110 5.84338846 4.69771267 9.99279038 10.92098793 6.95698244 11.12082611 3.93036834 10.59283102 11.04045159 8.49082561 8.03220721 2.89934967 10.14685884 10.17789450 10.50570905 7.99416785 -1.62415428 10.70160476 1.43237152 8.55941763 7.78092356 -0.03919177 10.04953289 9.23609314 8.64022469 9.35808412 -0.03919177 6.10370324 9.08141446 3.18313711 11.18414303 10.44791471 11.46291340 6.35877602 11.64442500 12.58218602 10.78225284 9.16123469 9.96590128 16.35096955 9.60700327 8.33433497 10.31131556 4.75082086 9.82802332 7.65190629 10.55226697 6.58035355 12.79211783 2.26429621 8.64336487 8.86462632 10.39745613 8.84236857 4.28266961 9.40575948 8.23841955 12.27192526 7.77879403 14.41520092 9.33940065 11.69419215 7.75299272 11.50200259 NA 8.64373933 12.59154259 12.10678286 7.80414199 1.96073410 8.34156641 9.48495981 8.32560903 11.32761321 9.77666151 8.89148207 9.28116920 9.53186527 -0.62415428 10.25498241 8.38980254 9.13400526 11.20391861 8.78729304 8.10710092 12.19859391 9.19596098 12.28932605 1.18313711 -0.03919177 10.27135739 9.46589449 8.91591014 9.67097715 -0.03919177 7.47381451 4.54570896 14.08400383 7.10029544 10.44824973 11.69064852 9.28567524 8.79784696 9.32049416 3.89934000 6.86763582 11.65088812 11.24190190 10.21064809 11.63170619 10.40506933 8.44858467 8.40368825 10.87587703 3.66117952 3.58523899 6.27059995 8.45126140 0.69768487 NA 9.59857699 12.66356662 10.09901636 10.07188023 9.58096438 4.25842847 9.96590128 7.93611494 9.61551782 10.99897771 7.26452517 9.56745817 5.50506521 6.69780022 10.35484992 9.40713879 11.42273554 10.98472989 12.98363252 9.10878056 11.52980904 9.07708861 11.04333719 9.60279628 10.68070376 0.37573454 8.33578425 11.46291340 11.71902335 8.34361346 9.73223409 11.44203951 9.35520726 10.11176114 11.88469102 10.60460076 5.18313711 9.54382740 7.94377602 5.79363582 7.31242013 -0.62415428 8.87562803 7.43377403 13.30647324 9.75894638 9.03845045 10.74837510 9.97940847 9.86763520 8.01059300 10.44116453 8.86663294 7.74428827 9.91105742 0.96073410 5.38701092 7.56807468 0.37573454 6.68412162 3.69770711 10.90521264 7.51533321 10.85007367 6.67301927 NA -1.62415428 10.76487565 10.46589449 11.51613258 11.18374070 11.18715681 8.72340361 9.10193209 5.41656617 11.80806301 11.83726154 10.14809673 11.40299700 -0.62415428 1.54572131 0.69768487 9.72007800 9.24691727 9.66060619 5.86763458 13.42643854 14.23172121 10.98149308 7.13360565 10.14520680 NA NA NA NA 14.83130198 8.93515916 9.18956342 11.85732930 -1.62415428 8.31389158 9.20183795 10.97313632 6.92652847 10.47348507 9.32195740 9.66867884 8.39119718 9.24074197 10.97639192 10.87013774 9.98264997 11.19855210 7.85959815 9.84475738 7.62844773 11.12460387 4.84762116 7.88270479 9.88308129 0.00041593 -0.00180140 0.77368000 0.11111000 -0.01931400 0.00180300 -0.00701270 -0.00041585 -0.02589300 -0.01381200 0.00041593 -0.00772990 -0.00180140 -0.00180140 -0.79103000 -0.76587000 0.01167900 0.01167900 -0.00443120 0.12189000 0.00000000 0.00180300 -0.20935000 -0.18345000 -0.00456950 0.00235810 -0.29426000 0.01572700 0.01852300 -0.00705760 -0.02589300 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 10.1007223 7.3616236 9.9555694 6.8110355 -0.6241543 8.8433875 10.5306002 10.4150508 9.6611843 11.3135127 9.9385015 0.9607341 6.7894097 9.0384504 6.0762213 8.0587765 10.4057595 5.5050652 1.6977293 7.0014904 4.4843057 1.1831371 9.0322069 6.9071635 11.0549301 10.8738833 10.8371311 7.8875350 2.0762170 NA 0.6976849 9.5255292 7.7421046 9.2461468 0.6976849 6.7156326 10.17546846 10.68639486 7.43377403 11.17080707 8.76164464 6.13733342 10.44891953 5.81040968 10.09345850 9.60098963 6.53565331 7.44187103 10.47414326 7.76164431 13.30397659 10.46655616 10.35234617 12.81658641 13.39154559 7.31536153 8.67956279 9.39050003 7.68639477 8.99416757 5.69770989 13.32852334 9.12983448 9.95698273 6.91494117 4.46324316 10.46523263 9.01150011 13.04776538 10.13608626 12.28932605 9.67269830 7.73333400 10.30356010 11.03466301 9.28567524 16.25119550 11.63170619 11.90093585 13.97868391 10.58767036 0.37573454 10.80858496 10.23764450 10.71591035 9.40713879 8.09517071 9.87861393 12.95680611 10.39502530 11.59706410 2.76809961 5.27059995 6.99049203 11.12774450 12.58729021 9.54508089 -0.03919177 -1.62415428 11.19496327 12.64007808 11.37436018 7.61179649 10.80649597 11.4410299 12.9879019 10.8738833 11.3287053 10.0530612 7.8207968 11.3368700 6.2584247 8.9626219 6.9831122 10.1530374 6.9569824 7.3357843 12.6935339 8.6425687 11.8275084 10.5146938 3.0196308 14.0034015 7.0546987 6.4310646 8.9381008 9.7139614 10.0137654 4.3530621 9.0042278 10.8158726 8.5864533 10.9110575 5.5153340 11.6460774 11.1250230 3.7333326 12.3740199 10.3512719 10.3884067 0.3757345 12.1337971 9.7605658 3.2337654 10.0046833 6.5803536 8.9484823 8.6611842 9.5809644 8.9144560 5.1306715 8.9255669 4.8515142 11.4629134 10.5876704 10.8436424 13.3064732 10.4592614 11.4556002 9.9110574 10.6082031 7.7508215 5.7594861 9.6367016 9.4966679 0.6976849 5.3107691 0.9607341 11.1435527 12.0319254 9.4459030 4.1306673 8.3138916 7.8954184 10.4678785 TCGA-BP-4965 46 0 NA 1871 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.6001270 5.8712375 9.0073634 1.6001270 11.3422499 9.8466014 11.6934000 6.2261251 13.4883857 11.8746474 11.0103415 8.5244904 10.6828980 14.9500539 9.5471535 9.0589358 10.6703590 4.6139382 10.1696983 7.8611446 10.1951770 6.8741096 13.5279697 1.4701464 7.8584361 8.4912174 11.2628717 9.0519800 4.0289757 9.3306702 8.8834012 12.1750194 8.6122220 15.1875818 10.0244626 10.4159910 7.7808088 11.2419087 NA 4.9109245 12.4110154 11.9698160 7.7341663 4.8996929 8.3122649 10.2728321 7.6826934 10.7254489 9.2844787 9.1363073 9.4972822 9.5979657 NA 10.3340627 8.4893462 9.5431003 10.5139448 9.1937414 8.6122220 11.8629181 9.5636979 12.6735040 0.8997170 0.4847053 9.8762592 9.7148142 8.6785934 10.0318735 NA 5.4074887 2.0696334 13.2486307 10.3120003 9.9735019 12.6401083 10.3366669 8.6190839 9.0671132 4.2747313 6.3509056 10.8880248 11.4464690 9.6769504 11.6181809 10.8814407 8.4417598 8.2023340 10.4923857 6.0443526 2.4846537 5.2306104 7.5809339 2.2216297 0.4847053 9.4330247 13.1959302 9.9921219 10.6231428 10.0598817 4.0289757 10.0811580 7.7853917 9.4754141 13.7662979 7.7514443 9.2434361 7.7654287 6.6108462 9.7090612 9.7190759 11.4819547 11.0223614 14.3321065 9.0186361 11.1286641 9.3509063 11.2627348 8.9964102 9.9498839 NA 8.7110698 11.4468306 8.7779835 8.0991958 9.4271720 11.6230361 8.8487922 10.1249026 11.8069613 10.6935016 6.1989027 9.5579065 8.2869911 4.8996929 6.8422095 -2.1003603 8.9536209 7.7436159 12.3000409 9.3647512 8.9798464 10.9801796 10.0315521 9.4794824 8.0302654 10.3201817 8.6595832 7.8625909 10.4970494 1.9871753 5.1943156 7.8363332 3.3246234 8.2671097 5.0692210 11.2043316 7.6001352 10.4421538 5.6113288 NA NA 10.8489747 10.4521240 11.2432972 11.5123333 10.2744630 9.3870327 9.6452769 6.1649813 12.5910024 11.8079001 10.1740733 11.5211747 1.8996784 0.4847053 -0.5153978 9.9279465 9.1327156 9.8129585 7.2011918 13.7388743 15.1235177 12.2085318 7.7635869 10.3167565 -1.1003603 0.8997170 -0.5153978 -0.5153978 14.8212223 9.4310765 9.5372256 12.2550462 NA 8.4704994 8.9842045 11.4781857 7.0186364 10.4449009 9.3774533 10.2522903 8.2462090 8.9199806 11.4588332 10.9840052 9.6424256 11.3457445 7.7990523 9.9900259 8.8776906 10.8557082 5.3950697 7.9263156 9.3920490 0.00861350 -0.00224960 0.00694350 0.53889000 -0.02630400 0.00402430 0.00000000 0.03693500 -0.02566700 -0.44113000 0.00083195 0.00708260 -0.00224960 -0.00224960 -0.55987000 -0.55987000 -0.55987000 0.03580600 -0.00484610 -0.01271300 0.00305220 0.02665400 0.01656500 0.01656500 0.00000000 0.00708260 -0.00429290 -0.56863000 0.01880300 0.02876300 -0.02566700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 9.8880248 6.7884378 10.8567971 6.1925236 -1.1003603 8.9088240 5.9924512 10.5052278 9.6407408 10.6968175 10.8304324 0.2215678 6.2216239 8.7967843 4.9549779 8.5516437 11.2843440 7.7654287 -0.1003603 6.5685794 4.9977260 -0.1003603 9.1121916 6.9818447 9.9780061 11.0445126 10.7620477 7.8230226 2.4846537 NA 0.4847053 9.0545132 8.1769824 9.2244383 NA 5.6344045 10.408975 10.703624 7.248423 10.033801 9.048807 8.043078 11.041643 5.446590 10.268747 9.443693 6.049441 7.559691 10.699786 7.749882 13.577883 9.936212 10.776404 12.965616 12.986163 8.222750 9.609640 9.897227 7.094451 9.507488 4.600133 13.116744 9.120074 9.443693 4.543552 4.853891 10.488878 10.156788 12.909130 9.287174 12.673504 9.503322 8.303772 10.285018 11.185097 10.336667 15.815131 11.618181 11.991296 13.581976 11.356563 0.707083 10.241770 11.899519 10.518310 9.719076 7.729417 9.863675 13.465600 10.424971 11.975003 5.865478 4.933119 7.013438 11.336797 12.554443 7.794513 NA -2.100360 10.280156 12.847332 11.517952 7.589693 11.241492 11.058305 13.435487 11.044513 10.690247 10.016039 6.248423 10.780426 6.671184 8.785391 6.547154 10.748514 6.885537 7.840743 13.294411 9.169990 11.911184 10.262187 2.806592 14.081895 7.565475 6.423257 9.050750 10.147029 10.512103 3.514400 9.768903 9.696951 7.682693 11.221764 6.732585 11.422031 10.938100 3.109143 12.217744 9.929673 10.058305 0.899717 11.501350 9.722266 2.899698 10.145248 3.221630 9.708659 8.064602 10.059882 9.082927 3.732584 9.078982 4.794515 11.446831 10.523577 11.610717 12.300041 10.013763 11.018798 10.497049 10.683307 7.477124 5.788438 9.470025 9.041164 1.221630 5.292012 -2.100360 10.443935 9.653539 9.635251 3.484654 8.470499 8.328055 10.256147 TCGA-BP-4967 76 0 NA 205 kidney stage iii t3a n0 m0 male 2005 205 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 5 2 8 3 3 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.589225e-07 12.6984126984127 19.047619047619 19.047619047619 26.984126984127 22.2222222222222 9.60467702 11.34540597 9.55910497 9.10337253 10.17319728 7.32866506 8.97599323 6.26026470 9.85700514 -0.63128752 0.63765661 5.01251951 7.31702995 9.08376677 8.20629059 11.11118282 11.72800063 9.74912393 9.95597154 10.69171761 11.70153857 14.68177121 10.73115464 11.64449638 7.66787084 6.35405010 8.39933006 13.17828027 5.95362610 NA 8.09991426 9.41032202 9.70851283 9.85901243 5.26348142 0.69055119 8.44681368 9.74587345 10.58024698 9.03931910 6.87248897 11.59024996 10.17682265 10.65204060 5.25130629 10.48987254 5.15002344 11.23381618 10.77460202 8.89516203 7.73060667 3.27555839 10.64536887 9.77273998 10.63661991 9.37849147 4.43754736 10.25930709 3.05460540 8.94281181 8.25740623 0.69055119 10.47424407 9.62722890 8.68833494 9.35326638 4.29939853 5.86850899 9.14129918 2.69059588 11.68988636 9.86401818 8.99619665 4.34594275 15.41794444 12.71593819 10.47653378 8.60108363 9.18564656 15.66669857 9.74804119 8.46537784 11.92061137 5.50821312 9.86101679 8.10506464 12.48045059 6.52853381 13.44234420 2.48220293 8.85198479 9.63837401 10.20589659 8.82296208 1.69059588 9.99710833 9.78598792 11.74587341 7.84844330 13.68425187 10.11265570 10.71166809 8.31994754 11.38076359 NA 8.75990649 12.60803762 11.52126461 7.98337273 5.05516528 8.42258875 9.95784584 7.98704852 11.54639382 9.77964418 8.60348021 9.50244717 10.25130594 -1.63128752 9.96438650 8.30530071 9.70851283 9.89467303 9.19997018 9.41578676 11.81852210 10.25588343 13.65135314 1.53858783 0.69055119 10.11055117 8.84033797 9.02508778 10.09870839 -0.04632502 4.77805610 3.27555839 13.55528009 8.85247864 10.79911540 10.82193347 9.35379325 9.56033895 9.66672535 3.41305243 7.16307903 10.30787474 11.28024207 10.02687432 11.11394430 10.96508556 9.50244717 8.12020677 10.81419511 2.45612274 1.82810347 4.27555094 8.61064618 3.32286554 0.36871248 10.69593476 13.96412432 10.30530083 11.50757455 10.12730246 4.98337216 10.24326004 7.77805347 8.89545562 9.99117233 7.91555735 8.32576507 5.29939853 6.56833466 10.21963103 9.01791913 11.43844824 11.95374274 11.97807247 8.87348195 11.59748155 9.08376677 10.92732272 10.38093817 7.10337279 NA 8.66672535 10.80224832 6.59415886 7.51439136 9.54109042 11.28789865 8.42935862 10.08376691 11.62605071 10.54202768 3.69059588 10.64100107 8.07797089 3.06910063 7.73060667 -1.63128752 8.77911425 7.37428747 12.88842195 9.89906926 8.85348579 10.11853234 9.84844314 9.87199177 5.32285833 10.61146188 8.33011242 8.15329767 10.85750722 -0.63128752 4.12355033 4.93851634 5.21226972 8.33155878 4.81160461 11.02620465 5.86850899 11.00191924 5.22950333 NA 0.69055119 11.10294906 10.28080371 11.08462485 11.29995442 11.60422838 9.03577427 9.67377264 7.09654966 11.52600981 12.20293637 10.14673998 10.68551000 -1.63128752 1.17600356 -1.63128752 9.98153132 8.36584255 9.72676464 8.09828374 13.05330191 12.36177814 11.65102738 5.58434020 10.33660954 -1.63128752 -0.63128752 NA 5.82809331 14.94693234 8.98888262 9.55786974 11.14262621 -1.63128752 9.24901174 9.20735457 11.75600708 6.78651534 10.97853415 9.41305687 9.50180515 7.81781126 9.21806792 11.22722670 11.39397546 10.15247955 11.33948778 7.58298194 9.45811333 8.00528769 10.52632562 5.76954167 7.58608766 10.26082617 0.0067079 0.0121010 0.0089025 0.5188800 1.1701000 -0.6144000 -0.0457600 -0.0662420 0.0565560 -0.0308030 -0.0022190 0.0062585 0.0065367 -0.0139660 0.0000000 0.0089025 0.0089025 0.0089025 0.0024085 0.5976600 -0.0328490 -0.5934000 -0.0231440 -0.0355590 -0.0471140 -0.0045331 0.0157370 -0.0402020 0.4729100 0.3720200 0.0612330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.427 0.427 0.000 0.000 0.512 0.512 0.000 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 1.195 1.195 -0.607 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.427 0.427 0.000 0.000 0.512 0.512 0.000 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 1.195 1.195 -0.607 -0.607 0.000 0.000 0.000 0.000 10.8474325 6.8443957 9.5392139 7.3860841 NA 9.1293827 11.7983311 9.8635534 9.8193586 11.0382057 10.6835293 1.5385878 5.5974805 9.6301701 5.0829069 7.7415277 11.5264834 5.2993985 1.1760036 6.4130575 3.0125150 0.6905512 8.9787648 8.2905037 10.7926900 11.1111828 10.5662973 7.4266547 1.1760036 0.9536005 0.6905512 9.4232672 8.9517457 10.0586608 1.1760036 5.9907144 10.75263705 10.40997977 7.58298194 11.08847946 9.05953374 7.88829881 10.80927254 5.64478787 10.26877496 9.89075386 6.51840924 6.15002344 10.21454486 6.22041122 12.97974530 9.41442246 10.21022714 12.69859930 12.96505413 7.84431534 8.66672535 9.45280688 7.73934993 9.00165815 3.89222586 13.08805168 8.45347107 10.30345942 3.82809331 2.36865662 10.66787084 9.55229829 12.73327633 10.04373779 13.65135314 9.42935883 8.20944069 10.89222480 10.61302667 9.35379325 15.03007912 11.11394430 12.42470780 13.60721687 11.16956278 1.69059588 9.85147078 9.21493687 11.51952077 9.01791913 7.79911516 9.66672535 12.72786333 10.15043236 10.78572423 2.53858783 5.51840924 7.07602243 10.91507507 12.42555456 6.78245968 NA -0.04632502 10.49439921 12.31593451 11.44124432 6.78229061 10.95009881 11.662134 12.931621 11.111183 10.691718 10.731155 6.712959 10.308976 6.930905 8.607068 4.150023 10.131875 5.251306 5.663285 12.770115 8.615403 11.742480 10.618073 2.176004 13.381549 7.715642 7.382684 8.834239 10.247863 9.541715 3.123550 9.833719 10.445144 8.498783 11.024864 6.961120 10.839322 9.745331 NA 12.472115 10.666439 10.169158 -1.631288 11.413911 10.016571 2.828103 10.347016 2.953619 9.236714 9.645369 10.127302 9.283990 6.518409 9.075159 2.760987 10.802248 10.885840 10.980610 12.888422 10.482079 10.898337 10.857507 11.235748 7.595075 6.597482 9.863019 10.002112 1.176004 1.176004 3.828093 10.180038 10.926347 9.832698 1.828103 9.249012 8.647112 11.065413 TCGA-BP-4968 40 0 NA 1746 kidney stage i t1b n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 1 3 8 3 3 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.213805e-06 3.121212e-07 15.9090909090909 25 13.6363636363636 27.2727272727273 18.1818181818182 7.82362837 10.96350382 9.91224282 7.10539942 9.91070718 7.37854110 6.97432510 7.38336215 8.23539822 -1.54919785 2.89371168 4.06546891 5.68916775 9.98943722 7.77494384 10.36552217 12.28335672 4.95855968 10.29625342 10.30524222 11.71959772 14.69508591 10.13682608 11.09574618 8.33340629 6.93457901 5.94261537 12.59653629 7.13375770 -0.54919785 8.08919939 9.22801873 10.12141955 10.11254142 4.42804187 1.03569428 9.65043572 9.46059187 11.10942109 9.06547322 6.73153355 10.18165792 9.56450545 10.90197444 7.15120330 10.78503660 6.68916775 11.22142726 10.48590607 8.66021665 9.54418088 2.25812692 10.38482270 10.60968858 10.34064749 8.10539942 3.02607410 10.34615689 0.51086067 9.80335863 8.01681720 0.03576465 9.87335383 9.38150077 8.66021665 9.52959453 2.35766460 6.61567083 9.87650375 0.03576465 10.25529772 10.60146263 8.42374329 4.60050765 8.90977490 12.85862855 10.67114164 9.45849151 9.59923986 16.28501833 9.44015782 8.81380299 10.56613217 4.77269330 9.64920839 7.55667158 11.24436663 7.23212348 11.61488460 1.98928436 8.20023067 8.96251606 10.84977413 9.37928175 2.25812692 9.75682499 8.52356588 11.71564571 7.57488488 15.18236385 9.52021302 10.44619843 9.05994197 12.21231456 NA 3.58004898 14.11986984 12.67649796 8.75568511 4.00535507 7.23866555 10.14599161 9.10360831 10.67777751 8.12318869 8.62693662 8.49652307 9.33950665 -1.54919785 10.10316019 9.00247160 9.76421327 10.41185118 9.17527708 8.84093241 11.51508844 9.69691016 11.86848402 1.62068024 1.45074938 10.12760194 9.15206982 9.60368197 9.31417536 0.77273025 6.90197466 5.03572507 14.14057026 11.56548170 11.04322036 14.15920063 7.09822162 10.10986734 10.12583821 3.58004898 7.22555065 10.04462130 10.37186037 10.34292670 11.05367790 9.91275434 8.37260435 8.57617669 10.69809751 3.77268803 1.91019539 3.58004898 8.78168035 1.45074938 -1.54919785 9.62068830 12.89726512 9.62444054 10.83689528 9.26934552 3.32704059 10.32536055 8.53955162 10.16182371 6.57488412 6.89784667 9.26454464 6.43944861 5.85164162 10.56059402 7.85377551 10.82308433 11.07121228 12.77008263 9.91261110 12.72754204 9.42374308 9.83122442 9.49447421 11.66599298 NA 8.04881597 10.93709555 6.16473399 8.13054225 9.14425036 11.64228528 7.70106175 10.37297603 11.49344870 10.87335375 4.60050765 10.27572202 8.63448545 4.53822774 7.22555065 0.45080215 8.04695318 6.17868477 12.77121134 9.63005048 9.18293086 10.89189198 10.75511466 9.52557386 5.68916775 10.83612967 9.46757152 7.68916775 9.63129421 -0.54919785 4.87702763 7.56450545 6.18547213 8.28048591 3.77268803 10.62444045 5.28365513 10.10959510 6.29078562 NA 2.35766460 10.83716478 10.99934444 11.04718609 10.78447773 11.60368193 8.70342882 6.75129901 6.17793573 11.74207794 10.82743139 10.20606820 10.34178755 -0.54919785 NA -0.54919785 10.05114095 9.83446757 9.10091748 7.02441055 13.09258931 14.20791892 11.22349031 8.14567847 10.44864847 NA -1.54919785 -1.54919785 -0.54919785 13.90252179 6.86861640 9.60558137 11.32938909 -1.54919785 8.29311386 8.82968659 10.51685255 6.89784667 10.48211992 10.42553641 9.72339320 8.36813537 9.38960789 11.10651766 10.87781425 9.55011109 11.78224014 7.86650498 9.75111587 9.39181089 10.36290423 4.53822774 8.99001913 10.55601712 -0.2864400 0.0111210 0.0343950 0.6442800 -0.0124770 -0.2733200 0.0120970 0.0047190 -0.0456350 -0.2864400 -0.2864400 -0.2790600 0.0111210 0.0111210 -0.6908600 -0.6466800 0.0332670 0.0332670 0.0137720 0.0000000 -0.2784600 -0.2726000 0.0211830 0.0211830 0.0120970 0.0097276 -0.2798900 -0.0278080 -0.0138150 -0.0121620 -0.0456350 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.278 -0.278 0.000 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.278 -0.278 0.000 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 10.39949562 7.19559761 9.55863423 7.33499456 -1.54919785 9.41365924 8.76137604 10.25343719 9.24111179 11.39781943 9.98603869 0.45080215 6.58004596 9.76930611 3.25811184 8.79061339 10.58583124 6.43944861 0.03576465 7.22555065 4.66021558 0.77273025 8.88851526 7.51415856 10.66234447 10.36552217 11.45970138 8.47174308 0.03576465 NA 1.45074938 10.04695304 7.87912372 8.96941645 -1.54919785 7.88121615 9.7844778 9.9401096 8.7465321 9.6638676 8.1512033 5.7545428 9.7193053 4.3087468 9.6036820 10.1053994 6.6986908 6.9743251 9.8999120 7.2089864 12.9888916 11.2435537 9.8999120 13.4534465 13.0144363 6.1718633 8.7568252 9.8484380 7.1820824 9.4570894 6.5592884 13.5156324 9.5468196 10.2621381 6.4280435 3.1512094 10.6153561 7.3087440 13.1044481 10.1227466 11.8684840 8.8279740 6.8039102 11.0553165 10.8061144 7.0982216 15.8734441 11.0536779 10.5161795 14.0714986 10.3726042 0.7727302 11.1654382 9.6589976 10.3203572 7.8537755 7.8812162 10.0567057 12.8865638 10.7502576 11.3774300 4.6206861 6.5592884 6.7128585 11.0773850 12.2158422 6.3455809 NA -1.5491978 9.6350188 12.7668327 10.6513524 7.0394784 10.6433644 11.967694 12.347852 10.365522 10.305242 10.136826 7.962516 10.422307 5.094620 9.274926 6.893707 9.699284 7.151203 6.130243 12.936650 9.708151 11.616141 10.024411 2.151209 14.156288 7.837833 6.375576 8.796745 10.349743 10.425178 5.381501 8.140761 10.616299 8.558255 11.887865 5.484186 11.816949 10.755115 1.035694 12.610319 10.921676 11.132441 1.620680 10.399496 9.573591 4.005355 10.197697 5.439447 7.792838 8.304073 9.269346 9.674717 5.868615 9.186319 4.717550 10.937096 10.319790 10.824988 12.771211 10.824444 11.369813 9.631294 11.136826 7.752260 5.590315 9.928522 9.719890 2.151209 4.333409 2.151209 10.306021 11.790061 8.404960 2.910195 8.293114 8.382978 9.972364 TCGA-BP-4969 63 0 NA 1794 kidney stage i t1a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 4 3 7 2 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1422454 11.1259165 11.8756399 8.9255203 10.2651565 6.3231304 -1.2618807 5.5318056 8.8506079 -0.2618807 1.8984406 6.3454993 10.7147324 10.7964984 9.5551520 10.2400055 11.7714193 5.4105921 10.0113812 10.4180882 12.1868009 14.1561362 10.1164631 10.9857992 7.3784136 7.5063528 7.7798277 9.6536519 6.0235703 NA 9.0338800 9.8879154 10.1480896 10.3075493 3.3231250 0.7382058 8.2219844 9.9255205 9.6154525 8.4609760 5.6570311 2.1976138 9.5228032 10.1385141 5.2300224 10.0299146 8.1623344 11.2528824 9.9524875 8.1347733 9.2956321 1.7381625 8.6314699 9.9579419 10.3743398 8.1304856 NA 10.5116043 1.3134781 9.1862846 8.6329861 0.7382058 10.5170668 9.5867912 8.7688354 9.1720877 1.3231395 6.5195278 8.6238647 2.6450560 9.9005597 11.4951415 7.3711633 5.9080923 11.2140335 12.6167941 10.8447313 8.7360958 9.7715913 15.4723355 9.7954832 8.3155970 9.9902424 5.1811105 9.6981702 7.6923644 12.4143458 6.4035046 11.0924177 2.6383056 7.8945298 10.2758721 11.6373364 8.6435554 4.8674517 10.1304857 7.5678914 12.4131329 6.7381679 14.6473543 8.2889150 11.3635644 7.3343582 12.6202382 -1.2618807 3.4930580 13.9758265 12.6375253 9.5599424 4.2927597 9.0316400 10.3896685 8.5390681 11.4259814 8.8687389 9.3380812 8.3747930 9.5013806 -1.2618807 9.8342245 8.4070532 9.9524875 10.6348792 8.8519105 8.6952704 10.9443891 10.3108686 12.6413912 2.1976138 0.3230818 10.0241484 9.9494483 9.1369119 9.8169863 0.7382058 9.1132077 7.3928043 13.8267082 11.3184269 11.0948954 14.4419908 8.0281873 10.5706628 9.4745703 3.7825658 6.8203168 10.0533179 10.2514024 9.5559515 11.0286509 10.1470288 9.1717538 7.9597557 10.6015803 5.6208122 0.7382058 0.7382058 8.5789463 1.5455236 -0.2618807 9.3702548 12.7730533 10.2999336 11.1398479 8.8176530 5.8449154 10.6104585 9.0735586 10.0059323 13.1662668 7.7988645 10.4643865 5.8361994 5.6877046 10.7880169 7.9500566 10.6116125 12.4019488 12.6935458 9.5132519 12.2356460 8.8375163 10.0984668 10.9615668 12.0620675 2.6450560 7.1044908 10.6614959 9.8841514 9.1775317 9.1612843 11.9804493 2.4386122 10.0578404 10.1686209 10.4114774 5.0780163 10.4639606 8.4623751 3.8256330 6.7381679 2.7381625 8.0442302 6.3231304 12.6512447 8.8243045 9.2773272 10.3693454 11.9788106 9.2078101 9.2568215 10.4510650 8.9055865 6.7715911 9.7886973 -0.2618807 4.2617339 7.3711633 3.6923602 8.8751596 4.6208092 10.6458102 6.8828264 9.4552707 5.5192651 -1.2618807 -0.2618807 11.1077657 10.5009656 11.3754724 11.3301581 12.5985764 10.3570127 8.0578407 6.6550627 11.7140163 10.3874245 9.8156516 10.6491857 NA -1.2618807 NA 9.8872803 9.4141254 9.2627101 6.7493962 12.0531763 13.8815117 10.9409044 7.9813663 9.4855222 -1.2618807 -1.2618807 NA 2.4386122 13.7139268 7.6269114 9.9759758 10.8163191 0.3230818 8.0419493 8.5811942 11.3847270 8.3324931 9.5860086 10.0902118 9.7032310 9.0679646 8.9118455 10.9636771 11.2719847 9.6329861 11.5828741 7.6952701 9.8073697 8.7010645 10.4938905 5.5237188 9.7881121 11.2600141 -0.0055375 0.5276600 0.5719800 1.5252000 1.0060000 0.0090312 0.0040243 -0.0095965 0.2350100 -0.0055375 -0.0055375 -0.0191960 0.5276600 0.5276600 -0.6062400 -0.5621600 0.6217000 0.5719800 -0.0280560 0.5229300 -0.0186490 0.0188030 1.1210000 1.1210000 -0.0194520 -0.0178030 -0.0191280 -0.0224280 0.5145500 0.5049800 0.2386100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.515 0.515 0.000 0.000 0.000 0.000 0.505 0.505 0.000 0.000 0.509 0.509 0.555 0.000 0.528 0.528 0.572 0.572 0.000 0.000 1.525 1.525 0.000 0.000 1.006 1.006 0.000 0.000 1.121 1.121 0.235 0.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.515 0.515 0.000 0.000 0.000 0.000 0.505 0.505 0.000 0.000 0.509 0.509 0.555 0.000 0.528 0.528 0.572 0.572 0.000 0.000 1.525 1.525 0.000 0.000 1.006 1.006 0.000 0.000 1.121 1.121 0.235 0.235 10.2941953 7.1132077 10.0550156 7.2834033 -0.2618807 9.1560209 9.2300214 9.5067082 9.5543521 11.2966321 10.4771051 -0.2618807 5.6923658 10.1826656 5.4524142 10.3212511 11.8471828 5.8361994 2.7381625 7.4897123 3.6923602 NA 8.4141254 8.4846827 10.8542296 10.2400055 12.1339113 8.4420718 1.0601166 -0.2618807 1.7381625 10.1712321 7.5647165 8.4386081 -1.2618807 5.5836575 9.4779489 9.8262941 8.4863612 10.2078101 8.4455277 7.1175465 10.0841279 5.0600950 9.1077658 9.7240104 6.1475591 6.9476217 9.5374500 6.5773714 12.1646952 11.0521850 9.7674555 13.4377408 13.0136382 7.2300214 8.1769600 9.6100736 5.2139033 9.2821669 4.5710579 12.5976061 8.7479969 8.7381683 4.9669887 2.8256228 11.0799651 8.5162453 12.3331926 10.6116125 12.6413912 9.5899174 7.6777478 7.4592677 10.6238648 8.0281873 15.6151409 11.0286509 10.1083108 14.1606602 10.9470123 0.7382058 11.4688508 10.1644331 10.2365189 7.9500566 8.1748798 9.8076182 12.0026109 8.2037346 10.8722737 3.8674517 7.1390479 6.1390479 11.2683308 12.5747119 7.6748059 -1.2618807 NA 10.5619336 12.2211023 10.7007101 6.7825619 10.5527508 11.3722987 12.2710112 10.2400055 10.4180882 10.1164631 5.0049553 9.1099450 5.3820239 9.2219841 6.9908335 9.5195281 5.2300224 6.6208107 12.3440390 9.0362310 11.3501153 10.3593045 2.1976138 13.1472277 7.2363797 5.2927560 8.9637252 10.6146853 9.9143415 2.9081020 8.8828267 10.2965891 8.4522421 11.1470288 4.6923658 9.0979178 10.6869005 -0.2618807 13.2639338 11.1727966 10.6570316 0.7382058 11.1036706 9.8342245 1.5455236 9.6923646 5.8777197 7.4930556 8.1581285 8.8176530 9.4394228 3.9080923 9.2219841 5.7934511 10.6614959 10.1996478 10.5030399 12.6512447 11.0643169 11.1140223 9.7886973 11.6058332 7.1218723 4.8042550 10.1570750 9.6799496 2.4386122 8.6468611 -0.2618807 9.5382594 12.8653163 8.6375251 4.0600993 8.0419493 8.2037346 9.9902424 TCGA-BP-4970 44 0 NA 433 kidney stage iii t1a n1 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 2 NA 1 7 2 8 2 2 4 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9130861 11.9483729 13.7320796 10.0634727 11.7631160 8.1217972 7.0725014 8.0227939 13.3006067 5.4000768 -1.0594949 9.2529549 9.3752730 10.1694634 9.8546560 3.3329657 0.9406554 8.8676818 9.6934434 11.7929792 9.5826964 6.2260461 8.0491690 10.4021242 10.3326937 6.1838180 11.9431961 6.9434596 10.2995706 11.0112688 8.4264740 7.3329621 3.6130719 12.5864157 10.1968534 10.4957131 7.9685505 -0.0593446 10.1463432 2.7851320 9.0913124 8.1622317 -1.0594949 9.7297708 10.0941967 8.1658522 9.6644763 4.3500375 6.2074322 9.3292003 3.2260461 12.2036938 9.3080596 11.5545493 4.6685673 12.1485726 12.0475348 11.1384757 8.2902686 10.0922956 16.0003641 9.7782727 8.5284221 9.7896588 4.8475360 9.9539674 7.4143504 9.1879790 8.1658522 13.7499104 0.7745868 8.0874681 7.7170780 11.0493325 8.9335830 2.1105637 9.5086008 8.9788777 11.7496089 8.4759202 15.4367291 10.0913440 10.6069153 7.9279089 11.0589369 -2.0594949 6.4602806 13.2519318 11.7065524 7.5028875 3.5256054 8.3627096 10.1637414 7.8933859 10.8906538 9.2838304 9.0386768 9.5668100 9.2954450 -1.0594949 10.2768723 8.5599476 9.6253934 9.6367430 9.3949441 8.1488792 11.5859237 9.6223224 13.0395404 5.3752723 1.7479888 9.7837806 9.2597522 8.5293595 10.4092687 NA 1.2625534 3.0281094 13.1522289 10.0792365 9.8282462 11.5271327 10.3671716 8.3928858 9.2625729 5.4244619 6.7798480 10.2835528 11.4130817 9.8186956 11.6562507 10.8695332 8.5171292 8.2121077 10.5544342 5.6685645 3.0281094 5.3329621 7.2760350 0.9406554 -0.4743320 9.4836765 12.9563211 9.4952337 10.4031470 10.1378615 3.6874975 9.9778484 7.5331015 9.6159579 8.5571937 7.8324287 8.5396276 5.7415452 6.0031232 9.2540946 9.6227615 11.6646256 11.3042320 13.7114634 8.9630125 10.9769901 9.2943430 10.9940615 9.0253270 10.5382317 NA 8.9150592 11.5485529 8.2139625 7.1984333 9.1814360 11.1786016 8.8217587 10.2352655 11.4502960 10.9195339 6.4244603 9.3167700 8.6970009 5.4082499 7.1838190 -1.0594949 8.8384901 7.8831595 12.4554204 10.5363685 9.0013406 10.9071502 9.7277311 9.3731866 6.9121888 10.6383768 8.8933859 8.2557943 10.6330423 2.4000734 4.0903877 9.0504753 3.3669097 6.3959728 4.1694601 10.7332317 6.5736396 10.4850466 5.8273770 -2.0594949 -1.0594949 11.2632771 10.2946186 11.4517796 11.3463180 10.1449102 8.6104155 10.0611580 5.3778560 11.8410399 11.6045363 10.0903918 12.1939752 1.1105637 -1.0594949 NA 9.9630125 8.8794892 9.8063780 5.6548909 14.6554939 15.2276085 11.9090415 8.2963041 10.1516204 -2.0594949 2.1105637 -0.0593446 -0.0593446 14.7319603 9.2888195 9.1820320 12.2477744 NA 8.3877279 9.1482569 11.3534792 6.5256069 10.9177458 9.2535277 9.4773776 8.3679577 9.3595515 11.6065357 10.6119646 9.6117434 10.8780186 8.2039137 9.9424047 8.4642067 10.7307895 4.9507530 7.2326905 9.3959719 0.00319100 0.00000000 0.00555290 -0.02178400 -0.04766600 0.04457400 0.00070946 -0.00105050 -0.02853800 -0.00300060 0.00180300 0.00319100 0.00000000 0.00000000 -0.34113000 -0.33970000 0.01265500 0.01265500 0.01028500 -0.01766600 0.01502800 -0.31284000 -0.00470790 -0.00470790 -0.00211420 0.00958830 0.00219020 -0.34469000 -0.02178400 -0.02753500 -0.01546600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 9.9949099 6.6955318 10.4277310 6.6862848 -2.0594949 8.9768184 9.6544608 10.0694350 9.9657843 10.9506150 10.6480038 -1.0594949 6.4041691 8.9179246 5.4485971 7.2398524 11.3200231 5.7415452 -1.0594949 6.1694641 5.8110086 2.0281094 8.9399400 6.6236386 10.5577701 11.2832750 10.5752743 8.2086016 0.5255678 -0.4743320 -2.0594949 9.5227867 8.0647659 9.3457862 0.2625534 6.6955318 10.377096 10.835841 7.593490 10.153445 8.660889 7.195673 11.118998 5.006733 10.220255 9.445960 5.889011 6.889012 10.562468 7.936412 13.545169 9.645413 10.810624 13.114400 12.466716 8.410286 9.956757 10.170064 9.162232 9.416885 5.479803 13.189499 8.085303 10.348178 5.226046 2.332966 10.213858 10.394944 13.364581 9.478834 13.039540 9.566354 8.583599 10.979392 11.371097 10.367172 15.499999 11.656251 12.452459 12.711773 11.023625 1.400101 10.514529 12.039253 11.091661 9.622761 7.815626 9.911110 13.239566 11.580890 11.764308 3.773532 4.929327 7.287158 11.075552 12.402827 6.267075 NA NA 10.638915 12.901461 11.511906 7.497151 11.206699 11.3164987 13.2364137 11.2832750 10.9130861 10.0634727 7.5066987 11.8663846 6.4759198 8.7447757 6.8595075 10.8301487 6.1838180 7.4041691 12.8498140 8.7309931 11.9881947 10.3944298 2.6955262 14.0489241 6.5794065 6.4720263 8.9617564 9.7747207 10.3923710 5.9740681 9.8156260 9.7691780 8.1130722 10.9728627 7.5424152 12.4419843 11.5369510 1.9406554 11.6899904 10.0167923 10.4607723 0.7480318 11.3330963 9.7608237 2.6955262 10.5990793 6.9236389 9.7624187 7.5772694 10.1378615 9.5491075 5.6753530 8.1658522 5.9574527 11.5485529 10.5045559 11.6323882 12.4554204 10.0016783 10.3744909 10.6330423 10.9280864 7.2003876 6.8860880 9.5493615 9.1909432 0.5255678 0.5255678 NA 11.3516260 10.6611391 9.7067595 3.8232908 8.3877279 7.7656037 10.2211255 TCGA-BP-4971 40 0 NA 1487 kidney stage iii t3a n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 7 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6910655 10.5367318 5.7213234 2.7426961 8.5859728 9.5591172 11.8783321 10.2532879 6.1943944 4.9771654 10.0809758 10.2607149 6.5069843 11.3666873 8.5286795 10.0335302 10.8229672 8.8087876 9.9799784 3.5132128 10.7297114 10.6716955 9.8972185 8.0688632 1.4625759 9.9690651 2.2722920 8.4217644 9.0825483 1.6552144 10.0011949 10.1655051 9.4439537 9.5157404 3.2990981 8.0667463 9.1963321 5.1787983 12.3363640 11.3498109 10.2088647 6.3831565 11.0175984 13.7579903 10.8728902 8.9138603 9.8671236 14.3477964 9.3565418 8.6664626 7.1943944 6.2918595 10.3513336 7.5681249 11.0116874 9.6108853 12.1969370 3.5859720 10.2531995 9.8858563 10.9067178 8.9612972 2.6552373 9.8469115 8.9487071 12.2499099 7.2736213 15.0782792 10.0513049 10.4805798 8.8276628 10.8043474 NA 4.8251598 13.3953851 10.3232339 9.4357753 6.7050835 7.2212894 9.4944392 8.8011674 11.3907914 8.6296499 9.6231821 8.7159315 9.0496980 -1.3448314 9.8188851 9.2336082 9.9527249 10.3196827 9.8493766 7.7947869 11.2069197 9.4786026 11.9560169 6.3205713 1.4625759 9.4770094 8.5487341 8.9760359 10.2486265 0.6552602 6.9590166 5.0815015 13.3520943 9.0794016 11.3561085 10.8084707 8.7479925 9.5800478 9.9313598 5.3134454 7.1827122 9.9049415 10.9604421 9.7819400 11.2761837 10.6025071 9.2059821 9.9641432 10.5617503 8.9336848 4.7637621 1.4625759 8.0688632 3.4101240 1.2401922 10.8813465 12.5257928 9.2523568 11.2117415 10.1151792 4.4881229 11.4258993 8.0835958 10.2920321 6.2174770 7.8475285 8.5485368 8.2383183 6.6438634 8.6410774 8.5859728 11.9058299 11.0416368 11.7172816 9.4266424 11.8000530 9.1856418 9.3495933 10.1121031 9.4849582 1.6552144 9.3089763 11.1783072 8.7715793 6.3694804 10.1131293 10.4817839 7.9816649 9.7998937 10.9875517 11.0226502 7.5591170 9.7890199 9.1177171 5.8251598 7.8744042 3.1787943 8.4609792 7.4167866 12.1674820 10.1535860 8.2079046 11.6777766 10.0221039 9.4316685 6.7845184 10.6308613 8.7624525 7.3865540 10.4702184 3.0475558 4.1787943 8.8984094 5.9479256 6.0302743 3.9771608 9.9043489 6.8936401 10.5211620 7.2888485 0.2402533 4.5132191 10.9956419 10.3311924 11.8619446 11.2469915 12.7181248 7.3660415 9.5302167 6.3665233 11.8990044 10.5367318 9.7233418 12.0856880 0.6552602 1.6552144 -0.3448314 10.2136562 9.0603768 10.0625032 3.5132128 12.9933450 13.6399654 12.2936713 9.0969244 10.3818794 NA 2.8251547 NA -0.3448314 14.4807657 8.0539791 10.0226502 13.4335693 NA 9.4242467 8.4564103 10.7915858 9.3574082 10.1420704 9.3062871 9.6116115 8.7387148 9.0389396 10.9970322 8.8780304 10.3161227 10.7088220 8.8075201 10.2741898 7.8864569 11.3645347 5.6229801 9.8400054 10.9627209 1.8592000 0.0000000 0.0094491 0.2994700 0.3109100 0.0022406 -0.0148420 -0.0013858 0.0098669 -0.0075039 0.0000000 -0.0069195 0.0000000 0.0000000 -0.3427400 -0.3487000 -0.3713000 -0.3713000 -0.0073339 0.1375500 -0.0012926 0.0122370 0.0090312 0.0090312 -0.0148420 -0.0043034 -0.0027707 -0.3722300 0.3188300 -0.0216470 0.0098669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.000 0.000 10.2676432 7.2288822 9.5591172 7.2416619 1.2401922 8.7023594 6.8984091 11.3569166 9.6389416 11.2497723 10.3192381 3.1787943 5.9590166 9.5194216 6.4365950 8.3643194 11.3703394 8.2383183 3.1146669 7.9590160 5.2551495 0.9771700 8.5977498 8.8744038 11.9595125 11.2788883 10.8540303 8.2288826 1.4625759 0.6552602 3.7845145 9.5621260 8.7426981 9.2288826 NA 8.3134468 10.162535 10.545120 8.499156 10.500725 9.065687 6.209824 10.742367 4.410124 9.423420 10.002303 7.309871 7.247692 9.881648 8.251425 12.489805 10.878634 10.458963 13.901011 12.933757 7.871981 9.107477 10.706784 7.954444 9.789020 6.666463 13.279574 8.785806 8.995085 7.320571 2.114667 10.143578 10.302244 13.390844 12.555347 11.956017 9.706444 7.159061 10.168963 10.901976 8.747993 14.703105 11.276184 12.089342 12.559964 10.935426 1.977170 11.093767 10.363026 11.491680 8.585973 8.304491 9.638229 12.300556 10.978290 11.059046 6.574098 7.012788 2.825155 10.165505 13.088169 8.170935 0.977170 NA 11.163030 12.184544 11.240548 7.122841 10.942659 11.385281 12.324342 11.278888 11.425899 10.461785 8.102319 10.927574 6.056115 9.385706 7.845060 10.634303 6.506984 9.881648 12.586180 8.584494 11.686937 10.675174 2.977170 12.186251 8.052268 7.568125 8.781630 9.588188 9.929613 5.609433 8.867124 9.740044 7.646757 11.519615 7.366042 12.216643 13.123923 NA 11.898856 10.475015 10.515158 3.410124 11.996893 10.359571 4.699629 10.290954 6.849992 8.309871 6.525601 10.115179 9.786475 5.825160 8.491286 7.565129 11.178307 10.808471 10.296836 12.167482 9.991742 10.341298 10.470218 10.934846 6.830162 7.334716 9.837630 9.840111 3.864691 0.977170 7.089864 11.072033 12.833686 9.199234 4.081502 9.424247 7.845060 10.325449 TCGA-BP-4972 43 0 NA 1502 kidney stage iii t3a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 6 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.10000207 9.15890072 8.22356977 0.24403458 10.26775582 9.79397861 8.68777388 9.41538348 0.24403458 7.25074845 9.06545653 4.63631720 11.58796447 9.89469425 11.13912232 4.93329880 12.79934748 14.04910047 10.65530066 8.56863222 9.98445691 16.10722954 9.64786563 8.58385150 9.78548533 4.74225419 9.96133523 7.37122167 10.84781327 8.16524720 12.48431585 1.81253930 7.82201946 8.59361447 10.38610854 8.74464416 2.67696692 9.32188549 8.68528563 12.31096520 8.06673180 14.49328462 10.42862900 10.65445076 8.65508881 11.60364127 NA 4.31439201 12.27811267 12.03214886 7.70670805 7.01483061 7.50327399 9.05328732 7.54229288 11.29003411 9.85391895 9.21209216 9.50138938 9.48479289 4.22585331 10.43555432 8.31653633 9.50327399 10.41892718 9.19353645 8.06034521 12.16193670 9.61512474 12.83729925 5.55869928 0.72944401 10.12051848 9.52202808 8.50421557 10.18973797 -1.07795442 5.59449779 5.02010656 13.27055954 10.92927594 10.42391059 11.87526955 9.92418527 8.61294441 9.09137218 5.03059652 6.42986866 10.83084134 11.47810044 10.00787777 11.53679820 10.59007191 8.37431486 10.52361214 10.73685615 6.97464173 3.96646738 1.09200442 7.83346571 -0.49289041 0.50700808 9.00820954 13.64274520 10.00621736 10.09543830 10.20660843 3.44563402 10.16226846 7.93190226 9.21647596 10.90060511 7.87190031 9.39730028 7.89361704 6.98038981 10.14275408 9.68653047 11.68715226 11.04231130 13.08127464 8.80893587 11.46195919 9.35774376 11.08556587 9.58874124 10.74742978 1.24397367 9.13152672 11.14938850 9.12980770 7.81920769 9.26303628 11.71801161 9.38763977 10.36760564 11.16925923 10.71425368 6.29711253 9.49192904 8.10387159 5.23495726 6.42986866 NA 9.30199316 7.86605363 12.60682204 10.13730306 8.55779145 10.73665586 9.40739970 9.85428823 5.37328279 10.46986685 8.69603695 7.42788520 10.24005119 3.20747122 4.79243893 9.55188530 3.94443682 8.37431486 4.11189934 10.90292706 5.99353624 10.68537920 5.05351975 NA 1.24397367 10.87772332 10.47833998 11.24526895 11.19046924 10.60133355 9.18122830 9.85871133 5.54185243 11.26164511 11.68746313 10.10104937 11.43974280 -0.49289041 1.09200442 NA 9.91995855 8.99353568 9.87408657 5.08194460 14.06457940 14.44018866 11.84047083 7.57738955 9.70915982 NA 1.62250872 -2.07764990 -0.07795442 14.07237605 9.37328453 9.70507161 12.38674680 -2.07764990 8.11683050 9.04792603 11.15599260 6.74544038 9.88026355 9.25355017 9.58251498 8.30901380 9.23722287 11.30253446 10.56299611 10.56028306 11.42639586 8.08572313 9.59915002 7.90506684 10.87772332 5.03164221 7.63549395 9.41892718 -0.00093192 0.00364600 0.03810400 0.66111000 -0.03153200 0.00378480 -0.01115900 -0.00231710 0.01340600 -0.00093192 -0.00093192 -0.00093192 0.00364600 0.00364600 -0.70493000 -0.70493000 0.03810400 0.03810400 -0.00895250 -0.01913900 0.00628650 0.00934820 0.00336820 0.00336820 -0.01115900 -0.00328610 0.00045421 0.01004500 0.65356000 -0.02051200 0.01758200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7847107 6.7164889 10.0963749 6.1312335 -2.0776499 8.4159289 9.0168108 10.2189810 10.0008914 11.1861450 10.6658560 1.5070588 5.8993545 9.1309175 5.0410151 7.2905801 11.1815225 7.8936170 1.3815049 5.9333012 4.6363172 1.0920044 9.0552157 6.8907397 10.8193838 10.9366170 10.6886603 7.8820756 1.7294440 NA 0.5070081 9.5749184 8.2883955 9.2856607 0.5070081 6.1412427 10.261088 10.883342 7.608574 10.361385 8.810056 7.403873 10.734852 5.798590 10.123585 9.288396 6.150893 6.670267 10.534481 6.780054 13.395874 9.995880 10.700151 12.855948 13.127218 8.390697 9.443674 10.581177 9.603751 9.356702 5.121745 13.037849 9.174739 9.980403 5.822939 2.009526 11.107259 10.376373 12.737457 9.750210 12.837299 9.487176 8.187689 10.594720 10.133049 9.924185 15.740961 11.536798 12.615778 13.642184 11.221568 1.243974 10.222712 10.953430 10.895950 9.686530 7.547782 9.494300 13.144265 11.059225 11.701484 3.207471 5.663541 6.822940 11.057462 12.311570 6.540458 NA NA 9.899353 12.705072 11.211921 7.160479 11.174443 11.375344 13.090746 10.936617 10.840937 10.156891 6.910758 9.470414 6.896487 8.843914 5.649995 10.791282 6.146075 8.887858 12.944811 8.607698 11.943053 10.972772 2.729422 13.852441 7.145062 6.413926 9.065068 9.779666 10.382785 5.397806 9.553705 10.066732 8.771322 10.949115 9.400843 12.189080 11.113441 NA 12.573181 10.052966 10.455160 1.243974 11.604629 9.876997 3.348332 10.449062 5.899355 9.756149 7.680297 10.206608 9.218020 4.507033 8.780054 5.955496 11.149388 10.498794 11.201104 12.606822 10.439497 11.184902 10.240051 10.674663 7.644881 7.636319 9.416429 9.228135 3.899350 6.410395 2.381505 10.016151 11.450076 9.786259 4.207479 8.116830 8.131527 10.022407 TCGA-BP-4973 47 0 NA 1384 kidney stage iii t3a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.8277685 10.1228385 9.7449828 8.8331700 9.4280961 -0.2428060 6.6800768 9.3152257 2.1722955 11.5204575 11.0420692 11.0140435 4.5121321 12.5350921 10.7237505 11.1215621 8.3353408 9.1904828 15.9461236 9.4343774 8.7553653 10.3459597 5.5031992 10.0503335 8.0791733 11.0439953 5.1495642 12.9452157 3.1086917 9.2216207 9.5516610 10.6818102 8.1322843 0.4941596 9.7036640 8.1452622 12.3440067 8.0806752 15.6311204 11.0071486 10.9969570 7.0970956 11.4365786 -1.8277685 2.9271759 12.8968497 11.7620507 8.1821112 3.7869936 9.0633069 9.9487156 6.8552771 11.1458006 9.2282427 8.8579073 9.1645128 9.5538255 NA 10.0750345 8.1279324 9.7109565 10.8991394 8.6879824 8.5688875 11.6025456 9.5176879 13.0825505 0.4941596 2.4202129 10.0165960 9.5054994 9.0993197 10.1726348 -0.2428060 7.6581122 3.4942108 13.6641670 8.9892662 10.9822517 12.1602571 9.9860637 8.4213958 9.1736909 4.3621051 7.1322848 10.7352405 11.3258346 9.7435612 11.3256700 10.7991323 9.0970951 8.8561544 10.5503064 4.8161389 1.7572366 2.1722955 8.0640664 -0.2428060 0.1722315 10.3191695 13.4836761 10.0449574 10.4290809 9.7591224 3.7869936 10.5691549 8.1466970 9.4354580 11.4409708 8.3346737 9.3546769 5.8376178 6.1206505 9.9601852 9.2430745 12.0973733 11.6757357 13.0985786 9.0533965 11.3799070 9.1960370 11.1008010 10.8486804 9.4154566 0.4941596 8.6358070 11.1714018 9.1057446 8.8837604 9.2729449 11.2134283 6.4154562 10.0937516 11.1290217 10.6095144 4.7721971 10.0541613 7.9892503 4.0051754 6.0610266 0.1722315 8.4166464 7.7364324 12.8334483 9.6419244 9.1228383 10.4178353 10.5540959 9.2470930 6.3321547 10.7204519 8.5418799 7.9780263 10.5594922 -0.8277685 4.7721971 5.5901349 8.4813381 6.1089196 4.8010552 10.8965832 6.5254300 9.7498341 7.2072194 NA -0.2428060 10.8356183 10.3226646 11.7434427 11.4916724 11.6717548 8.2289202 9.6840352 6.1639736 11.3364038 11.5990715 10.0325936 11.9249768 -0.8277685 0.9796596 -0.8277685 9.9573263 8.8959436 10.1556325 8.1162623 13.2978171 14.1689105 10.4634533 7.3241364 9.9560994 2.0791562 -1.8277685 1.1722955 -1.8277685 14.6947875 9.0526314 9.8464748 11.3937186 0.7572793 8.3938696 9.2439996 11.4559497 7.8709873 11.1445444 9.2329785 9.5747617 8.7998165 8.9086844 11.1295661 11.1024655 9.9739909 11.0378226 7.8411674 9.8904900 10.6963345 11.2336538 5.1001787 8.5585979 10.1337323 -0.0088526 -0.0662520 0.0329000 0.6370000 0.6247900 -0.1411600 -0.1382000 0.0122370 -0.0011087 0.0093098 -0.0088526 -0.0059522 -0.0662520 -0.0662520 -0.6390600 -0.6390600 0.0489720 0.0489720 0.0000000 0.0049969 0.0338310 -0.1160000 -0.1421900 -0.1421900 -0.1406500 0.0365120 -0.2063100 -0.3047500 0.0108420 -0.0073339 -0.0011087 -0.141 -0.141 0.000 0.000 0.000 0.000 -0.206 -0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.625 0.625 -0.141 -0.141 -0.142 -0.142 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 -0.206 -0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.625 0.625 -0.141 -0.141 -0.142 -0.142 0.000 0.000 10.3150278 6.9666981 9.6756115 6.8625952 -0.8277685 8.7768357 9.7586533 9.9490775 9.5731620 11.1151049 10.0948669 0.4941596 6.3472085 9.3163035 5.6879817 7.5099048 11.5647342 5.8376178 1.4942108 7.4599947 4.3220291 0.4941596 9.0799245 7.5922425 11.1333831 11.1875234 10.5820845 7.6048245 1.3422134 NA 0.9796596 9.6751145 8.4414092 9.3799070 -0.8277685 7.2356773 10.1188234 10.6978034 7.6358066 10.4766339 9.0911458 5.4106871 11.2159935 5.4296695 9.8627172 9.6403975 6.3270999 6.1946505 10.3614894 6.6919194 13.0510041 9.8345058 10.2814603 13.2079409 13.0859200 8.4154566 8.7860719 9.8631536 6.5943470 9.3817359 5.7869936 12.8275338 9.3041396 10.3521917 4.7268694 2.5645977 9.8433812 9.7906681 13.3336113 10.6485225 13.0825505 10.0201230 8.4154566 9.4998351 11.4466607 9.9860637 15.8607173 11.3256700 12.0504293 13.9466321 11.1222916 2.2597546 11.2602426 8.3484555 11.3242504 9.2430745 8.3194874 9.6485224 12.8133747 11.3776177 11.2405453 4.1946466 5.8233341 6.9731830 10.9954507 12.8419428 6.6027345 -0.8277685 -0.8277685 11.0757879 12.2535996 11.6604466 7.5320325 10.7523055 10.9741930 12.9476357 11.1875234 11.5439231 10.0840491 7.6560980 10.8848096 6.6234938 8.9288390 6.6761080 10.5538256 6.3521918 6.8016398 12.5433248 8.9036017 11.7433241 10.4854491 1.7572366 13.8829814 7.1632371 7.0209055 9.6609562 9.7563055 9.9082616 5.6721283 9.2814602 10.0345325 7.9354951 10.5358698 6.3015657 11.8690328 9.8552771 0.1722315 13.0651574 10.3198055 9.9532323 1.4942108 11.9094243 10.1333705 3.3817402 9.9441847 6.4011014 9.2084563 9.9458339 9.7591224 9.5237464 4.4202129 8.4425778 3.8727204 11.1714018 10.4594178 10.8638080 12.8334483 10.3428336 10.8950901 10.5594922 10.6178148 7.6560980 7.2221312 9.5869677 9.5969737 2.1722955 4.8447070 8.4930833 11.2676796 12.0518227 9.7099864 3.2597395 8.3938696 8.1666361 10.2745864 TCGA-BP-4974 58 1 211 NA kidney stage iv t3a n0 m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 6 3 7 3 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.05137210 11.69514262 10.45547631 10.71206360 8.25474709 9.91108139 15.04626080 11.36059127 8.64665663 10.96541051 15.06612798 9.46343957 8.95377420 8.90704628 6.03439181 10.03010967 6.88744972 11.06419825 8.08619834 12.10718997 2.03326441 8.63154450 9.13819883 12.54218737 8.68348558 6.29457296 9.50054773 8.86277372 11.87913881 7.19860416 14.53496824 9.60406817 10.16694687 7.57103510 11.22210665 -1.94841908 5.46925108 11.70827088 10.92599638 9.03225268 4.59056010 8.66886655 11.29561433 7.48185189 11.74608351 9.79707347 9.71273196 9.09511004 8.98435209 NA 10.29487067 9.48394110 9.79370864 10.57740928 9.31877100 7.93556995 11.32515977 9.81170334 11.62563789 3.57496130 -0.36364219 9.83807723 8.78780104 9.14679623 10.56611323 NA 6.46925108 5.40012801 13.67233487 9.45494389 11.43064213 11.56253408 9.17098885 8.50157927 9.32169454 4.02867523 7.12554056 9.90548840 11.08963228 9.89728112 11.62300724 10.67413735 9.16253484 8.57201765 10.53823414 6.53117869 2.75184930 2.90938910 7.22132417 4.72382611 0.63635781 10.95151123 12.21481296 8.49434280 10.27147517 10.40757603 3.83275839 11.08551030 7.83275903 10.31749458 11.52839843 8.18967089 9.91481115 6.69164443 7.27682325 9.09511004 9.03082436 11.03207432 10.64968434 14.14706402 9.05416500 11.19605740 9.22257589 9.61364160 9.61935523 10.63964532 -0.36364219 8.95979189 11.28096907 10.21754966 7.90718632 9.98139717 11.52205801 7.84418916 10.56635967 10.91674578 11.07307317 6.83275839 9.71584636 8.98797083 4.98213569 8.02867910 NA 9.11950559 7.91867782 12.84789511 9.13620754 8.22632500 11.23099726 9.87834479 9.69975670 9.43023592 10.46734154 8.96802507 7.36428176 10.71139501 3.95828590 3.44371273 6.77932014 4.13886361 7.87317339 4.93403993 10.13919345 8.35060730 11.05587770 6.57154637 NA 1.95828590 11.01085780 10.50801024 11.73658594 11.55721071 12.25627593 8.61650106 9.07640036 6.39897621 12.74134254 11.22054121 9.84622109 11.32926770 0.63635781 0.63635781 1.22132031 10.13587535 8.95000058 9.65965399 4.47766438 13.62069110 14.39204904 11.68926928 7.74624423 10.45946348 -0.94869751 0.85877675 NA 1.37334196 14.32105549 8.61364141 10.24369193 12.51683802 NA 9.20051122 8.73627034 10.82659790 8.54024353 10.10056708 9.27298616 9.86558111 8.59636347 8.92330431 11.36456565 10.45574240 9.92868329 11.10702054 8.11344526 9.85660294 9.75183893 11.82103040 5.69200587 8.54393351 10.09476825 0.1177000 0.0104240 0.0179630 0.2659900 0.0263730 0.0336900 -0.0123000 -0.0015243 -0.0034627 0.1177000 0.1177000 0.1177000 0.0104240 0.0104240 -0.3136500 -0.3028400 -0.3028400 -0.3028400 0.0056166 0.0373590 -0.1176700 0.0336900 0.0195030 0.0195030 0.0000000 0.0027745 -0.0042929 -0.0750780 -0.0197260 -0.0235660 -0.0034627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.93442421 7.00559536 11.29412669 7.49825486 0.05144171 8.68711739 10.41526009 11.52759346 8.79707363 11.02912093 10.29338233 3.18068893 6.07376669 9.04645968 3.93404465 9.48394110 10.43995469 6.69164443 1.75184930 6.38231622 4.44371936 -0.94869751 8.53218953 8.10396703 11.58370391 11.66702880 10.60216761 7.73789966 2.51083536 0.37328627 1.05137210 9.44746865 8.09988586 8.83439741 -0.94869751 6.38231622 11.350464 10.842155 8.093058 10.796023 9.319941 7.651312 10.959416 5.299325 9.937477 9.434563 7.223827 7.804616 10.377829 8.520023 12.984168 10.074114 10.625993 14.331753 13.129592 8.557211 9.348315 9.675281 6.422087 9.872376 5.744885 13.389195 8.953020 8.128215 6.443716 3.408956 10.136872 9.185825 14.222732 11.419769 11.625638 10.154031 7.804616 9.583268 12.108375 9.170989 15.483158 11.623007 11.206375 13.660289 11.170665 1.221320 10.799802 10.957162 10.477664 9.030824 8.419905 10.138862 13.183176 9.915198 11.450410 4.355178 6.906268 6.226325 10.858754 13.059215 9.755303 NA NA 10.860564 12.879932 11.858297 7.320526 11.271626 11.617572 13.220306 11.667029 11.180843 10.598294 7.296952 9.250458 6.563152 9.136208 7.569069 11.044160 5.551245 7.553236 13.813973 8.737900 11.799487 10.913649 3.138864 12.743633 7.862131 6.958289 8.723259 9.864780 11.239370 3.005598 9.636831 10.386231 8.619355 11.396111 5.443716 10.512879 12.253753 3.221320 11.938810 10.408676 10.495120 1.751849 11.993180 10.178104 1.636358 10.077923 5.812950 9.045753 7.698857 10.407576 9.863039 4.806288 9.497966 6.551245 11.280969 10.727797 10.934806 12.847895 10.114457 10.514923 10.711395 10.868383 7.596363 5.559195 9.873572 10.078268 3.005598 4.574961 1.858737 11.202098 11.559479 9.611732 3.806283 9.200511 7.943183 10.189991 TCGA-BP-4975 40 0 NA 1433 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.97312914 11.11286606 9.98436064 9.92474126 4.21671870 12.65504904 13.46383495 10.49501064 8.86120883 9.80250603 16.44829903 9.62541352 8.56119857 9.44843455 4.34882728 9.79052314 7.65989103 10.18455851 7.31229759 13.05458578 1.89479837 6.28319950 8.62401716 10.62098698 8.86924620 2.19682733 9.31806643 8.21795479 12.60591696 8.00703512 14.66008610 9.75821472 10.49148747 8.20929008 11.35472901 NA 5.32151687 12.17505450 12.27170550 7.20431486 4.34882728 8.03252021 9.64711552 7.48427672 10.58889955 9.06718533 8.86452356 9.54358075 9.56944400 NA 10.42617364 8.10638078 9.26051548 11.41410529 9.04440013 7.80168250 11.81509305 9.54898678 12.39267137 3.07128215 5.59675032 10.62913063 10.21490033 9.18108093 9.98072839 -0.97312914 5.17664192 4.59675032 14.18501229 9.49093088 10.16900273 12.87287575 10.08319475 8.66079923 9.16708641 4.51874914 6.53864835 11.68287361 11.48504598 10.52574493 11.55929793 10.46776489 8.09835797 9.21918861 11.01131421 6.17155313 2.72733237 3.15618625 8.13018339 0.83422579 -0.97312914 8.76414309 11.92795118 10.20244527 10.30621609 9.51423334 3.31230213 10.01877186 7.79507987 9.91277125 13.46311926 7.72212375 9.96426953 4.85978572 6.41047001 10.68220281 9.60715422 11.77770737 10.72103594 13.29089841 9.59009203 11.84337943 9.09500214 11.51699448 9.47139295 9.47552836 -1.97312914 8.69755213 11.60030623 11.47415852 9.04007871 9.74371523 11.89716410 9.45211169 10.07878433 11.75577284 10.83324392 5.37562334 9.45316052 8.00384619 5.44474988 6.57764182 NA 9.33807649 7.49653745 13.46864037 9.82496240 9.10504656 10.56532718 10.19588115 9.78303505 7.23634911 10.69215839 8.73425473 7.15360067 10.04891676 2.78177935 5.22656633 6.25089717 8.50126079 7.58340174 4.11435870 11.28428358 7.47810706 10.14595685 5.96512165 -1.97312914 -0.97312914 10.67772308 11.25104818 11.42897512 11.43004096 10.53245918 8.80415103 9.39592052 6.04804214 11.11866165 12.01167020 10.18266263 11.68477237 -1.97312914 0.83422579 -0.97312914 9.90571297 9.25150040 9.93866218 4.53469040 13.26977209 14.49161696 11.16772553 7.31882658 9.95541409 -0.38816663 0.02687086 NA 0.02687086 14.47533472 9.30069140 9.30766645 11.75524145 -0.97312914 8.15875256 9.11059449 11.36451761 6.47810625 10.63768994 9.53518574 9.68108412 8.24848265 9.29309661 11.38403534 11.35079490 10.03041361 11.39335458 7.67075184 9.96568878 8.63237510 10.34147902 4.59157770 7.00208477 9.83304250 0.0019418 0.0000000 0.0256710 0.6712200 0.0026357 -0.0213730 -0.0292880 -0.0444150 -0.0299940 -0.0725410 0.0019418 -0.0136770 0.0000000 -0.0339500 -0.7101500 -0.7107800 -0.7107800 -0.7107800 0.0279190 0.0079175 0.0200630 -0.0124490 0.0029133 0.0029133 -0.0298570 -0.0109220 0.0056919 0.0022048 -0.0433310 -0.0702690 -0.0299940 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1728279 6.6922319 10.1744187 6.5471213 -1.9731291 8.7909378 7.7666766 10.0535126 9.3888396 11.3554164 10.3499505 1.6118806 6.3215169 9.3220906 5.1766419 7.7290687 11.0430076 4.8597857 -0.3881666 6.4739784 4.5967503 1.3487990 9.3448735 6.0603198 10.7706698 10.9394108 11.2451184 6.9487363 1.1967959 -1.9731291 -1.9731291 9.9300244 8.1262435 9.0318184 1.1967959 5.5582768 10.161643 10.961692 7.512725 11.013982 9.012026 4.768364 10.725600 5.303021 9.953192 9.343743 6.265300 6.615611 10.898608 7.786784 13.622386 10.091975 10.550213 12.755613 13.309839 8.311142 9.217338 9.431505 7.783452 9.315185 4.486328 13.047572 8.736841 10.453423 5.992680 4.026897 10.355851 9.847872 13.050780 9.314608 12.392671 9.712959 8.569928 9.844679 11.704725 10.083195 15.909939 11.559298 12.215562 14.510507 11.145675 1.486302 10.316338 10.172828 10.011314 9.607154 7.892629 9.599122 13.196468 10.372024 11.749276 3.699318 5.401934 7.049264 11.507812 12.525807 6.637920 -1.973129 -1.973129 9.652605 12.759858 11.222397 7.510711 11.391851 11.3075215 13.3237761 10.9394108 11.2024453 10.0658148 6.0492626 9.6988790 6.7616057 8.8918557 7.6975521 10.4555176 4.8342511 7.0740194 13.0732720 8.3018560 12.0285678 10.4610027 2.3488273 14.5240615 5.7134676 5.7411407 9.3105687 9.9627974 10.1438894 7.6761517 9.5262433 10.1249278 9.1301836 10.9883454 7.6671406 11.3702203 10.8070254 0.6118334 12.6284344 10.6968880 10.1658075 -0.3881666 11.5012355 9.9026451 2.6707497 10.0896165 10.4842766 9.5776426 9.0678702 9.5142333 8.8380214 5.1037116 8.5327074 4.9337851 11.6003062 10.3913040 11.4177365 13.4686404 10.5908070 11.3674413 10.0489168 10.7017500 8.0169999 6.9277626 9.4827366 9.4288419 2.6118570 6.9576326 NA 10.4955198 11.4589887 9.8790350 5.0492648 8.1587526 8.2496904 10.1455124 TCGA-BP-4976 77 0 NA 1632 kidney stage i t1a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 2 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.810842797 1.330271553 10.937187383 1.374288339 8.626712172 7.447118776 0.330214177 10.050670107 9.455409834 7.804366610 9.172737017 1.593305959 5.383365608 9.016054714 3.137601886 10.519832301 9.749793688 12.133820877 5.644952222 11.766016711 11.018330182 10.588820866 9.045187110 9.822909199 16.673378030 9.200619600 8.345948511 11.489747731 4.095789425 9.374102244 7.482032665 10.933324698 5.802743818 13.143354545 1.262312878 7.641884843 10.793983480 10.848317783 8.874059818 5.426180875 9.611489447 7.784759808 12.448287415 8.093134940 14.502205902 9.377924108 10.118516375 7.555221043 11.913149454 -1.991943445 2.866314561 13.114194288 12.895309249 6.930167242 5.680751925 6.455409423 10.694827187 6.289096702 10.666761384 8.927934961 9.256847202 9.612879921 9.438256459 NA 10.725146130 8.165673814 9.553773844 10.676768541 9.370270447 8.677211526 11.849975537 9.550874891 13.209646590 -0.991656541 1.330271553 10.414531657 10.043469460 8.618428819 10.114889616 0.008343459 5.593288029 3.095789425 13.438191068 10.225678616 9.740918119 13.845412524 10.304956111 9.072395790 9.874446422 3.052728885 7.047246086 10.219302375 11.410406088 10.231423408 10.892535379 10.845166035 7.889440687 7.180754560 10.960339825 3.562913999 1.915214929 1.330271553 8.001265185 0.330214177 -0.991656541 8.507175813 13.592672678 10.253582317 10.582920244 10.273355615 2.531892942 10.298633574 7.768214767 9.390745274 10.782496044 7.886377604 9.548454735 5.475931180 5.364645966 10.718056751 9.423540355 11.472489498 10.530172502 13.647328171 9.114889616 12.140103289 9.085142321 11.797146967 9.649023495 10.592114637 NA 8.305242790 11.160453090 10.293543954 8.665019627 9.105041846 11.693842055 7.655785431 10.217780106 11.203391259 10.704424856 3.841218374 9.266892631 7.727732620 5.074415522 6.600784145 -1.991943445 8.255067293 7.518101541 12.770501075 9.625794124 8.902386572 10.612648299 10.192582188 9.618890174 8.481017541 10.652568325 8.565790218 6.743036917 10.575094268 0.330214177 4.178252522 6.463653515 2.806901432 8.500179820 4.547486846 11.271889354 6.648571858 9.612879921 4.287981965 NA -1.991943445 10.787840868 10.835272369 11.279205978 11.308393187 9.969414583 10.222342224 9.687366935 5.647631108 10.836264770 11.792552563 9.997721166 11.181847714 -1.991943445 NA NA 10.423804415 9.271595852 9.266892631 1.708761109 13.456539810 14.687683082 11.334053735 6.700244109 10.239547933 0.008343459 -0.406789669 NA 4.030698031 14.275314487 9.404931427 8.870964177 11.862610704 -1.991943445 8.489116997 9.279801380 11.135031188 5.008325529 10.266009126 9.785992989 9.797860410 8.333632144 9.327998744 11.266745496 11.415859999 10.110630508 11.876667002 7.376832994 9.842797698 8.382279468 10.138575541 4.993484163 7.405915800 9.503182343 -0.02137300 -0.00207840 -0.02783800 0.98183000 -0.02221600 0.02057700 0.00944910 0.00097064 0.05110300 -0.02137300 -0.02137300 -0.02137300 -0.00207840 -0.00207840 0.02272500 -0.02402500 -0.02402500 -0.02402500 -0.01174900 0.59314000 0.00569190 0.05722600 0.00777830 -0.00144370 -0.01532900 0.00013863 0.00763920 -0.01205900 0.00000000 0.00152550 0.05110300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.122 1.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.122 1.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.290835951 6.516120760 9.624875492 6.943786566 -0.991656541 8.796229143 6.900110855 9.672689458 8.803554796 11.281274234 10.228705074 1.178236585 5.991320025 9.278037732 6.974110531 8.273941959 11.180285323 5.475931180 NA 5.979869868 3.434588199 0.008343459 8.870964177 6.872512366 10.376101833 11.031214594 10.974689766 7.587642521 2.095789425 1.815698381 -1.991943445 10.105041846 8.055450559 9.279789775 1.467748997 5.074415522 9.781878007 10.798675190 7.537757320 10.342599967 8.774855570 6.749793018 10.700070240 5.687808165 9.999848537 9.516616604 6.116851285 6.063608638 10.654210227 6.312107866 13.699088597 9.847924112 10.390140038 12.621310348 13.090683677 8.002680020 8.644951140 9.659378380 6.463653515 9.185746151 5.127265956 12.874929493 7.984174618 10.651506499 3.500177430 2.400647221 10.136643337 9.866696292 12.754211059 8.204313881 13.209646590 9.536780866 8.554256533 8.446078777 10.633578880 10.304956111 16.317683138 10.892535379 12.159501820 14.432837469 11.418645516 0.008343459 10.861636267 11.280373220 10.328280993 9.423540355 7.325738986 9.767382678 13.192427182 9.921215981 11.727070409 6.147878534 6.074415522 7.193202042 11.559193707 12.503869480 6.799490158 NA NA 9.735821692 12.851266247 11.361887095 7.142753444 11.034504273 11.444648 12.911173 11.031215 10.463911 10.813869 5.644952 9.682519 6.637683 8.660275 5.915217 10.526980 4.802741 8.352623 13.489263 8.666538 12.127997 10.293729 2.763220 14.752714 6.737438 7.093135 8.598446 10.382007 10.011845 3.400647 10.178878 10.172291 8.778990 11.066826 5.729425 10.987573 10.163461 2.095789 11.895928 10.241946 10.539952 -1.991943 11.551721 9.876763 2.008343 10.635633 6.316665 9.611489 8.343717 10.273356 8.985879 3.467762 9.595635 5.284451 11.160453 10.781878 11.224921 12.770501 10.600083 11.114726 10.575094 11.026875 7.833285 6.041749 9.374102 9.403325 1.008343 7.640068 2.915215 10.317519 11.123847 9.974111 4.578184 8.489117 8.504182 10.918032 TCGA-BP-4977 57 0 NA 454 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.1644786 8.6215197 -0.6880319 1.9208649 5.4617905 6.4668620 9.0391132 8.2038271 11.1600795 11.9043837 8.2864580 10.3138035 10.7448464 12.3767863 14.8582968 10.0983131 11.5086456 8.8599019 7.7193115 7.8608654 12.5045883 5.7298953 -1.6877995 8.9126720 8.9558998 9.9082333 10.3187202 2.8970080 2.3120552 9.0357045 9.5758996 11.0524567 8.3440890 6.6518941 9.0374097 10.0892989 10.8066491 6.7424967 10.8923021 6.5504482 10.7086483 9.9976684 8.6728906 9.0884766 3.6339659 11.2607757 9.9409447 10.4117201 8.8306968 1.3120262 10.4750641 2.0572770 8.6706948 7.9249122 -1.6877995 10.3717259 9.5024856 8.9423107 9.2203762 3.5974477 7.0433620 8.5444645 -0.1029920 12.0187553 10.4067810 11.7807948 4.3344110 12.3760814 11.3097522 10.4464698 9.4039615 10.1708016 15.9950518 9.2442582 7.6935866 11.4210579 5.1824063 9.7372593 7.8875825 11.2256809 6.1824083 12.8741667 3.2389855 8.9233727 10.0467531 9.7694243 8.8704643 2.8970080 9.9138142 8.6043653 12.5264385 8.5670719 15.3604857 9.2705962 11.3434070 7.6717930 11.6176778 NA 7.0159469 12.8238579 11.3311129 8.2323965 3.2189361 8.3821645 9.9720394 8.0280055 9.1080832 9.1528215 8.3049819 9.4296867 9.7304233 NA 10.1750682 8.3618920 9.6243592 10.7860029 8.7404038 8.5324218 11.9796219 9.4374571 13.2350459 4.2893254 5.6957489 10.0198339 9.1939223 8.7622239 9.8526559 0.6339426 8.2413020 5.8589383 13.4732148 10.2996629 10.5384557 12.9860702 9.9331796 9.2091326 9.9937212 3.8666311 6.8704646 10.7724994 11.1040203 9.9941602 11.3563488 10.4903971 8.6596649 8.8904163 10.9299700 5.8356058 2.2189361 3.3120407 8.1777768 1.8970080 1.3120262 9.9235294 13.6514064 10.5144735 11.4390705 9.5330264 5.6350520 10.3492473 8.3427107 9.5570614 6.6020619 7.0802281 8.9350103 8.3686811 7.3401706 10.0999461 9.0851827 11.8482907 11.2541914 12.4392318 8.9001305 11.9718165 8.8685494 11.0137831 9.7298960 6.7256716 1.3120262 8.6717930 10.8659128 10.2905788 8.8180932 9.4975385 11.3747643 9.3190708 10.1173843 11.1316239 10.9133501 5.3454673 10.0116160 8.4107337 5.2778286 7.3861850 0.3120843 8.4387478 7.7277850 12.2974408 10.3492473 8.9202984 10.4342244 10.6973666 9.4712842 5.3344110 10.7531721 8.5928143 6.9738213 10.3039196 0.8970080 5.3007278 6.2129097 -0.1029920 6.7214342 4.7549890 11.1996449 6.2720456 10.5857022 7.5366964 -1.6877995 1.1194226 10.5254515 10.2684197 11.9082333 11.2616879 11.3552417 9.3092230 9.5028004 7.4784323 10.9285923 11.8111419 9.8998211 11.6209513 1.3120262 0.8970080 -1.6877995 9.9536437 9.2807102 10.0756709 5.4205666 13.8549847 12.9955864 11.0139997 6.7573487 10.1362068 -0.6880319 1.1194226 -1.6877995 NA 14.4481335 9.2604108 9.3468426 11.2147954 -0.1029920 8.4166422 9.6619494 11.5172258 7.8875825 10.9196050 9.0785725 9.4432575 8.6892541 9.1258247 11.1040203 10.2475769 9.5000141 11.8050233 7.6849085 10.1546099 7.8218186 10.9987629 5.5007797 7.8082183 10.0974960 0.0000000 -0.0016629 -0.0030475 0.7570000 0.3549600 0.0095862 -0.0123000 0.0091705 0.0457080 0.0000000 0.0000000 0.0000000 -0.0016629 -0.0016629 -0.4308700 -0.4256000 -0.4256000 -0.0030475 -0.0227610 -0.0216470 0.0066653 0.0095862 0.0111210 0.0111210 -0.0123000 -0.0044312 -0.0091286 -0.4313800 0.4121200 -0.0102320 0.0300690 0.000 0.000 0.000 0.000 0.380 0.380 0.000 -0.431 0.000 0.412 0.412 0.000 0.000 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 -0.419 0.303 0.303 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.380 0.380 0.000 -0.431 0.000 0.412 0.412 0.000 0.000 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 -0.419 0.303 0.303 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 10.642120 6.970255 9.358485 7.026152 2.012497 9.211400 7.073594 10.324954 10.551642 11.334299 9.860384 2.399499 5.897006 9.350277 5.182406 7.665190 11.056667 8.368681 1.897008 7.297886 4.039963 2.399499 9.093403 8.527577 10.702320 11.160080 10.803904 6.995038 0.897008 NA 2.119389 10.273855 8.520278 9.444543 1.481971 6.881900 9.9733762 10.3267615 7.4257857 10.9427656 8.9809284 6.3673256 10.8348702 6.1449335 10.0810549 9.9253726 7.2720456 6.0868305 10.2083759 7.3700352 13.1686636 10.4621081 10.1516409 12.8759547 12.8906521 7.9100958 8.8550753 9.7867635 7.8257710 8.8847438 6.0602355 12.8689087 7.9100958 10.9531921 6.2249336 2.4819705 10.4674943 9.7059701 12.7077115 10.3264127 13.2350459 9.4503153 8.2907538 11.1494744 10.2753009 9.9331796 15.8214938 11.3563488 12.1319232 13.7246464 11.2689641 -0.1029920 10.7398801 11.3501051 11.8501111 9.0851827 7.8799998 9.8818990 13.1985498 10.5808779 11.8374407 6.6607718 6.0669309 5.4205666 11.3195964 12.4381026 6.7214342 -0.6880319 NA 9.5564074 12.7193113 11.4323802 7.2516225 10.9205293 11.190094 12.957195 11.160080 10.744846 10.098313 7.245734 10.923299 6.851202 8.889472 5.889474 10.198121 6.742497 7.932263 12.564317 9.099946 11.964216 10.121008 2.835601 14.142039 8.166149 6.638474 9.728202 10.222311 9.457976 4.501866 9.395523 10.552835 8.416642 11.286279 7.200787 11.530455 10.342711 5.660772 12.467969 9.922146 10.070267 2.119389 11.604509 10.097087 3.521503 10.033997 10.261141 9.383506 9.210645 9.533026 9.282264 3.897008 8.449035 4.461790 10.865913 10.582923 10.884507 12.297441 10.631151 11.442936 10.303920 10.851202 7.251623 7.323271 9.707578 9.202308 0.897008 2.399499 -1.687800 10.154394 11.585316 9.360530 1.771463 8.416642 8.717185 10.630586 TCGA-BP-4981 75 1 1097 NA kidney stage iii t3a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 1 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.9836321 -0.9470277 7.3429138 9.0599222 10.5427429 10.3561048 3.6378537 0.6378421 8.5978593 9.6132277 10.9665323 9.1975531 4.8077825 7.4322730 9.2853160 10.5896278 7.4707475 10.5286284 6.6749464 11.9244152 10.3049690 8.3748230 9.9155323 2.8602477 10.6462861 10.3538195 10.1542141 7.7075310 NA 10.4137147 1.6378421 8.4235824 7.8794436 1.8602477 10.6336246 9.0157911 8.3838118 9.7542188 0.0528332 7.4060417 8.7323750 3.0529027 10.1776625 11.8252095 6.7671410 5.4279346 9.6336717 11.7341334 10.5764569 9.6574482 10.3406073 16.1135276 9.4760108 8.1509272 9.1377033 5.2228200 9.3938576 7.3102829 11.3663449 3.9108765 11.7604698 2.9836412 9.6521848 10.1250275 10.8995606 9.0724856 3.0529027 10.3330858 7.9477129 12.1020628 6.8144466 15.0858104 9.1653344 11.2082097 9.2165446 12.1563467 -0.9470277 5.6822502 14.7053198 11.4173032 9.1068207 3.6967506 8.4344381 9.4126446 7.9477129 10.7812407 8.0945538 8.7428928 8.7039465 8.9155323 0.6378421 9.7757025 8.7654220 9.5871979 10.5071943 8.1924462 7.8473111 11.3403159 10.0849407 12.2956225 -0.9470277 2.2228046 10.0959222 8.7926755 9.5061655 9.2377702 1.3748447 7.8602496 6.8077825 14.2806613 8.3126384 11.8033926 14.0673078 6.4366000 10.4344379 10.6676048 2.6378652 7.4958382 10.6227506 10.2488823 9.5082222 11.3971548 9.9301791 8.2672141 9.2215671 11.2035942 4.8342561 2.2228046 3.3748169 9.7288520 2.9597887 0.6378421 9.3691766 12.2773489 10.1705380 11.6733439 8.3382974 4.2962592 10.4843925 9.0373133 10.2949496 8.8570258 6.0415803 9.6122719 6.8210788 4.8123185 9.9469548 7.4622855 11.2647832 11.6175208 11.3720025 10.1647087 13.0038153 9.0157911 10.0070912 9.7593909 8.7376435 1.8602477 7.4365991 10.6355074 4.3959471 7.0428282 9.1456520 10.7829405 9.4802078 10.0821822 11.3414727 11.3249415 4.9836321 10.2659992 8.8030491 4.1821758 7.7075310 2.7533264 8.0387369 5.5286276 12.7116643 10.5215190 9.2586883 10.7718559 11.0128969 8.7909873 6.3382978 11.1052286 9.4833474 7.1666371 9.7341334 0.6378421 4.5447450 6.2817131 2.5123280 8.5862247 4.0070878 9.6472195 5.0070923 10.9036639 6.9796058 NA 0.0528332 11.1705381 9.8714771 11.7522505 11.2118202 11.9841865 7.2768967 7.5803716 6.3155536 11.6144216 10.5512456 10.0121724 11.0724857 1.0529027 0.0528332 NA 9.6246476 9.8618591 9.0945541 6.7253199 13.2618913 13.2686554 9.4612247 7.5349362 10.5852509 1.0529027 0.6378421 NA -0.9470277 14.1730518 6.5606890 9.3871682 11.1617461 -0.9470277 8.4749596 8.4887110 10.8602499 7.5725312 9.5537368 10.0465410 8.9657843 9.6387965 9.7270873 11.2647832 10.5852509 9.0215616 11.2193719 8.0041794 9.7550677 7.1135911 11.0651703 4.2623505 9.2895311 11.4535076 0.00000000 -0.00166290 0.01796300 0.66919000 -0.02944800 0.01153900 -0.03258700 -0.01133500 -0.02041200 0.00000000 0.00000000 0.00000000 -0.00166290 -0.00166290 -0.73152000 -0.73152000 0.01796300 0.01796300 0.00555290 -0.01202400 0.01056400 0.01153900 0.00249690 0.00249690 -0.03258700 0.00027728 0.00110930 -0.74534000 0.65627000 -0.00940460 -0.03299600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.656 0.656 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.656 0.656 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0773421 7.6490844 9.4016230 7.5548912 NA 9.2253224 7.4494995 8.9362257 10.3342455 11.8312329 9.9217175 1.6378421 6.4791594 10.3798861 5.2427206 8.2768967 10.5968934 6.8210788 1.6378421 8.1377033 4.0528940 2.5123280 8.9340090 7.8666762 10.9769725 10.2259474 11.9365673 7.4279346 0.6378421 0.0528332 4.4104497 10.6312677 7.7146728 9.1640307 -0.9470277 7.6227503 9.7808153 10.3132265 8.8391647 10.9026910 8.2077133 6.0186787 9.7662814 3.6967506 9.3208520 9.1337125 6.9355375 7.1614191 9.4916868 7.2817140 12.2830655 11.3835318 9.4082461 13.3905168 12.7151183 6.6822516 8.5959269 9.6122719 7.6565214 9.7235512 5.3382960 13.2529506 9.0143447 9.2377702 5.0528940 0.6378421 9.2805110 7.6565214 12.7060759 10.2439542 12.2956225 8.8570258 6.3475151 10.9089313 10.2574661 6.4366000 15.0098156 11.3971548 10.5562238 13.6791173 10.5220280 2.0529027 11.4027291 9.5487501 10.4016231 7.4622855 7.9232597 9.9821534 11.9450583 9.7722837 10.6359777 2.0529027 6.5286291 4.9597841 10.8322039 12.3766534 6.4104463 1.0529027 -0.9470277 8.9642869 12.5521180 10.8199497 7.2865143 10.2340471 10.8865757 12.0335701 10.2259474 10.7485583 10.2629574 6.9895330 10.3049690 4.8857842 9.6629969 5.0752631 9.5092493 7.4707475 5.4622847 11.8069285 8.4473577 11.3028972 9.6518780 3.5764617 13.9064482 7.6152522 6.0528940 9.1671449 10.2303145 9.6265421 7.8634665 7.6822516 9.6293792 7.4016228 12.0909566 5.2228200 10.7515996 9.8952454 -0.9470277 12.5106606 11.1287083 10.0323202 1.6378421 11.3793244 9.8513668 2.2228046 9.8610548 4.9355399 7.1027432 8.2152864 8.3382974 9.5262455 4.2623505 9.1860372 3.7533371 10.6355074 10.3870788 10.3049690 12.7116643 10.3663448 10.3503844 9.7341334 11.3486639 7.8666762 5.8473105 10.1614194 9.8391646 1.6378421 4.1241461 0.0528332 10.4870019 12.3276080 7.8243847 2.6378652 8.4749596 8.7977286 9.9902688 TCGA-BP-4982 42 0 NA 1014 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 2 4 3 3 2 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 9.363636e-07 3.121212e-07 10.8108108108108 13.5135135135135 10.8108108108108 40.5405405405405 24.3243243243243 9.4207691 11.2619004 10.1510458 9.4702442 9.8250211 8.9842706 9.6580311 7.0708315 9.3309361 0.6888517 0.6841006 5.1151498 7.1807377 10.3890351 8.3351433 11.3396370 11.8946777 8.6127071 9.6671183 11.3124611 11.9395776 13.7749308 10.2700850 11.6581510 8.9611255 7.6196221 8.1276761 11.8666362 6.8008895 NA 10.0658057 8.9657843 10.2552557 9.8428587 3.4962450 1.4258352 8.3707083 9.3904796 11.3627824 9.5453099 5.6508162 7.4281022 10.2989866 10.1683279 6.0581173 11.2351359 5.1483159 10.4309131 10.8762365 8.3904798 8.3399359 3.2331978 11.8095543 10.2682004 10.4756986 8.2725939 NA 10.7925984 2.5841929 9.0769016 7.9209054 0.6888517 9.5458286 9.9007728 8.9533269 9.1968377 0.4258889 6.5592486 9.0571654 0.4258889 11.7437149 10.3762601 10.4504357 6.4077028 11.5069939 13.4250397 10.8652654 8.2534150 10.3852725 15.8812672 9.3548125 8.8852818 10.0657333 5.3518509 9.9622915 7.5877378 10.2918926 7.7603467 12.8027351 2.0156046 8.6773609 8.6057591 11.3145933 8.6323762 3.6585086 9.4762429 8.1979995 12.3132230 7.8819992 15.0739202 10.0515589 10.3694872 8.2137526 11.2205908 NA 4.4258487 12.6377383 11.5641219 8.0062969 5.0581173 7.3613096 9.9525448 7.7621335 10.8997587 9.3470960 9.0790535 9.4031299 9.2453906 NA 10.3899020 8.6047637 9.2637934 10.1636044 9.2769744 8.3194549 11.7072087 9.5674464 12.2608740 2.6274901 3.1913889 9.7332786 9.2869927 8.5217743 10.0918964 0.1039340 5.2637931 4.2738441 13.1368286 8.6284638 10.5806681 12.4262022 10.2466672 8.3182409 8.9835053 4.6117154 6.6508162 10.5748349 11.5050681 10.2134261 11.6421691 10.8795322 8.3243003 8.7930463 10.3339424 6.2383474 2.2738441 5.6117154 7.9241011 -0.3111483 0.1039340 9.3357432 12.6734216 10.1489990 10.7019745 10.0628370 4.0812033 10.6733029 7.6832382 9.7425343 14.1018732 7.7405465 8.7630258 5.2536679 6.5592486 10.0171853 9.6546688 11.6523827 10.6097335 13.7951202 8.7730106 10.9372074 9.0435012 11.2178269 9.6841805 7.5154326 -0.8962003 9.0610239 11.4534796 10.4426694 8.4966365 9.8104180 11.4454408 9.2813415 10.3791735 11.1404390 10.6898234 6.7728068 9.1496816 8.3590331 5.4168060 6.9525444 -1.8959318 8.9949462 7.9619028 12.4795045 9.7309997 9.0754655 10.7405466 10.1636044 9.6313990 8.5015964 10.3826414 8.6215915 7.3823716 10.5372466 3.3518544 4.8721048 9.6087409 2.4962322 7.8181674 4.4076994 10.7998027 7.2838310 9.9812176 6.2477643 NA 0.4258889 10.6493691 10.5106585 11.5797820 11.3261131 11.2239978 8.4179386 9.4988775 5.1393262 12.4402193 11.8178454 10.1189884 12.0683531 -0.3111483 1.1039340 NA 9.9957057 8.7860386 10.3444152 7.3447131 14.4314395 14.8271562 11.6267486 7.7260103 9.9189048 -0.3111483 1.1039340 -0.8962003 NA 14.4413522 9.4359586 9.8954918 12.1300131 NA 8.9312647 8.9226079 11.1268099 7.2813412 10.4297895 9.0085566 9.8263025 7.9064385 9.0130650 11.3012922 10.8095543 10.2202659 11.1354509 7.9431255 9.9907616 10.0996890 11.2006371 5.7614183 8.3229813 9.5432333 0.00138680 -0.00128470 0.01488800 0.46383000 -0.02657700 0.00833510 -0.00097017 0.00541390 0.00430210 0.00138680 0.00138680 0.00138680 -0.00301630 0.00861350 -0.48176000 -0.48481000 -0.48481000 0.01614600 -0.00636680 -0.01890200 -0.00516700 0.00833510 0.00791750 0.00791750 -0.00885260 -0.00152430 -0.00304750 0.01126100 -0.00484610 -0.00636680 0.00430210 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2134261 6.6469532 10.5997769 6.5767353 NA 8.8983378 8.7094016 10.7669463 9.8819990 11.1317070 10.2361003 1.9112697 6.1646174 9.0145648 6.0581173 8.4077028 11.3433713 5.2536679 1.2738739 6.4919397 4.9742861 0.9112697 8.8729334 7.4099840 11.0852984 11.3396370 10.5146781 7.8284361 1.6888965 -1.8959318 -0.3111483 9.3852725 7.8554659 9.1913847 -0.8962003 6.4258503 10.6060079 10.9274882 7.4393123 10.1513867 9.2460289 5.3423272 11.1875675 5.7692587 9.9692687 9.6141916 6.0754663 6.9865645 10.5419340 7.6097335 13.3019065 9.7080118 10.5515218 13.2340500 12.9240012 8.4156704 9.6112211 9.8663041 7.1011017 9.2688288 5.4962386 12.8604261 8.8999617 9.8987439 5.7904228 4.3893259 10.1210784 10.2856954 13.3926799 10.3867208 12.2608740 9.9572315 8.3881676 9.7450706 10.9227038 10.2466672 15.8362616 11.6421691 12.1481453 13.3176337 11.2680432 1.9112697 10.6888844 10.3633710 10.3878784 9.6546688 8.0198014 9.6851225 13.1015425 11.0767223 11.6895875 4.1039256 5.7332784 7.6718779 11.2227009 12.7729177 6.9241011 NA -0.8962003 9.7540761 12.6320708 11.5482135 7.6527439 11.2011311 11.3942289 13.3287150 11.3396370 11.3124611 10.2700850 7.2887969 9.9419441 6.8521150 8.7763472 7.2912739 10.9072459 6.0581173 7.6156745 13.2230446 8.2738469 11.8285424 10.8065276 1.9112697 13.9022672 6.4242268 6.4876262 8.9285068 9.4811324 10.6149333 5.2738478 9.5296625 10.0457032 8.1442116 10.7112523 7.4190711 11.6988297 11.3777176 0.6888517 12.4961052 9.9884741 10.3369424 1.2738739 11.8678605 10.0671793 3.1039172 10.0460699 9.3973936 9.3683646 8.6479203 10.0628370 9.2796897 4.4258487 8.7798789 6.3375416 11.4534796 10.5186072 11.2543039 12.4795045 10.1743783 10.7177114 10.5372466 10.7480035 7.4235941 6.9112769 9.5535865 9.4762429 3.1039172 7.6110425 -1.8959318 11.0631994 11.3670370 9.9681080 5.7332784 8.9312647 8.1123504 10.3423267 TCGA-BP-4983 67 0 NA 1413 kidney stage iii t3a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 3 NA 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.0000000 0.0567980 0.0356650 0.000 0.000 0.000 0.000 0.183 0.183 0.133 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.363 0.363 0.218 0.415 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.183 0.183 0.133 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.363 0.363 0.218 0.415 0.000 0.000 0.000 0.000 10.4029645 6.7068413 8.9745368 7.3743988 2.5924212 9.0464027 13.7857992 10.9025020 8.8958340 11.2533609 10.5739698 1.4353619 6.7299986 9.4688010 4.5646586 4.1902672 10.4205083 6.2362783 2.1358303 6.9510784 4.7752297 -0.5646914 8.9706532 4.4126596 10.3188498 11.6580219 11.2863637 9.1530544 0.7572793 NA -1.5644781 9.3497631 7.1183722 9.4176585 -0.5646914 8.8834944 10.4469547 10.5034844 8.2216475 9.7437169 7.7951273 5.6927647 11.3549862 7.5228404 11.1743147 10.1002696 7.8341215 7.1666974 10.3426442 5.9822726 13.6272468 10.9214587 10.2654970 13.2367832 12.8738313 8.1598920 9.1078032 9.1624475 10.6208728 9.6015411 7.5068399 13.5788010 6.1288646 6.8824609 7.9252257 7.2297936 11.0569720 9.2387018 13.7122657 9.9362198 14.8176136 9.6319800 7.1902652 10.2972403 11.7996494 10.6236577 16.9486622 11.3132372 13.3850223 14.0521852 11.4560107 4.5646586 11.6267457 7.5543187 12.5642584 8.5281353 8.0647347 10.3516306 12.3699903 12.3633410 12.4138203 0.7572793 9.1271215 3.7573113 10.9032382 12.6110834 6.4577453 -0.5646914 -1.5644781 12.7791189 13.5017195 11.6410124 6.3895737 10.2555569 11.1789501 11.2033555 11.6580219 10.7242440 10.2945245 9.1349504 10.3026567 8.6227302 7.8298407 6.3422685 10.0542223 7.0165788 5.6927647 12.4587719 8.7618075 11.5249939 10.5781232 3.0203422 12.4847160 9.4103875 8.5517217 7.0000992 9.6886345 9.3668542 4.2682697 8.6040502 9.4940461 7.6785523 10.3822842 7.6927661 13.4217978 9.1358178 0.4354152 11.1332143 10.6785519 10.4371379 -1.5644781 9.0747187 10.1973446 6.8741699 10.8858160 4.2167342 9.2507612 3.6833034 9.8778031 9.6076116 9.3557308 6.9706535 4.2682697 10.6282871 10.7202020 10.3979125 11.9251005 10.3111273 10.2859555 10.3076680 11.9786515 6.1496232 6.5334107 9.5148628 10.8405194 4.2933558 0.4354152 0.4354152 11.4174802 11.3877606 9.2879074 4.7391568 8.6140428 6.7161486 10.3456459 TCGA-BP-4985 72 1 952 NA kidney stage iii t3a n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 5 2 5 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6276579 7.4233302 10.9138770 5.4036120 NA 9.1687573 9.4832680 10.1282822 9.2138002 4.4427843 1.6354294 10.5294875 9.5065627 10.6839144 8.4698986 6.8880930 2.8833471 10.1565372 11.4895167 7.6354279 10.0485265 3.4934040 10.1550639 11.5169239 8.9277492 7.3323947 3.2792781 10.4044389 10.6442063 10.8190629 7.7175764 3.6648810 10.4705740 -1.3647564 10.1553094 7.4902957 6.9573551 9.8473158 9.4762055 9.1050694 9.1051610 0.9573203 5.7647097 9.5256919 0.9573203 11.8441192 8.6619509 10.5215051 5.1432220 10.5572760 12.7487628 11.1053237 10.2492171 9.3488140 16.1063088 8.4233302 8.4965143 8.1919337 5.3496731 9.3401957 7.5393093 8.6311949 8.5165416 14.5506067 1.8053337 9.4755209 10.2147435 10.3127068 9.6076895 5.4556067 9.4675265 10.1456972 13.4762547 7.7465634 15.4514081 10.8533853 11.2104917 7.9641023 11.2533541 0.6354294 9.8059786 13.0038658 9.1402464 7.1745862 1.6354294 8.2954237 7.6633332 9.8684480 11.4227180 9.5624647 8.3201764 8.6226917 9.3969789 9.8827618 10.0255965 9.2482960 9.8803860 10.2994304 8.4249611 7.1272804 12.4748420 9.5939802 15.1960589 2.6354294 3.9208268 10.7930903 9.1491552 9.0501128 10.3539605 -0.3645706 2.4427843 3.6798179 14.4272772 4.0616898 9.8442716 4.5896257 9.8034728 9.3522470 10.3380331 3.4427843 6.3903152 10.1823220 11.3971866 9.3650484 12.0019083 10.9141674 7.8448809 8.7189068 11.2884965 5.5057925 6.8153372 0.2203300 7.2014819 4.9929814 -0.3645706 10.4856144 13.7490070 10.4945740 3.6354294 9.0093802 5.2092272 9.7883461 8.4265906 9.7614673 5.1589913 5.8153372 9.0948591 6.8301843 6.1668098 9.9635415 9.2482960 11.6930809 12.6740037 11.6915572 9.0771164 11.8425945 9.9039696 10.1357715 9.7550172 4.6798235 1.9573575 8.9138770 11.0347055 7.5597350 5.8613574 9.9747209 11.7921427 10.0389722 10.0845762 12.3468795 10.9921546 6.5837943 10.4411715 9.2987188 5.3496731 10.2882725 NA 8.5302452 7.3289145 12.2808608 8.9584822 7.8642462 10.4965145 10.6209138 9.4603863 4.6577943 10.2439504 9.6845954 9.9265983 9.7896127 6.8203028 3.4934040 8.7927744 3.3358691 10.1818398 5.1900182 10.2625054 5.6012122 10.5062007 6.4576485 4.1900143 2.3358548 10.2274174 10.3505316 11.8467075 11.1489084 10.8314148 8.5954294 7.5567329 5.5822760 11.7687304 9.9121335 10.2213290 11.3971866 0.2203300 -1.3647564 -1.3647564 9.6354276 10.3166660 8.9103879 NA 13.5893512 12.7124101 11.2017195 8.2698392 10.3730974 0.2203300 -0.3645706 1.6354294 5.6241126 13.9804169 8.5837947 8.8003344 12.3472021 NA 8.3271709 9.9971576 10.8280286 4.9929814 10.4143260 9.8233981 8.0700560 8.2738637 9.1813573 11.9612951 11.4263869 9.6994966 11.6244672 7.3903152 8.9311964 7.3936504 10.3894799 3.5896197 7.7360900 10.4472036 0.0000000 0.1441000 0.4527500 0.4314200 0.1052600 0.1339100 -0.1519500 0.1858600 -0.0341480 -0.1318600 -0.7393200 0.0000000 0.1441000 0.1680500 -0.4807100 -0.4807100 -0.4807100 -0.4807100 -0.1869700 0.4928000 0.1786000 -0.8246400 -1.1161000 -0.4740600 -0.1519500 -0.1831800 -0.5039200 0.0051359 -0.1183500 -0.4496400 -0.0151910 -0.152 -0.152 -0.165 -0.165 0.608 0.608 -0.504 0.000 -0.126 -0.118 -0.118 0.186 0.186 -0.484 -0.484 -0.297 0.153 0.000 0.000 0.185 0.185 0.113 -0.449 0.144 0.144 -0.028 0.452 0.000 0.000 0.441 0.441 0.132 0.132 0.114 0.114 0.134 0.134 -0.474 -0.474 0.000 0.000 -0.152 -0.152 -0.165 -0.165 0.608 0.608 -0.504 0.000 -0.126 -0.118 -0.118 0.186 0.186 -0.484 -0.484 -0.297 0.153 0.000 0.000 0.185 0.185 0.113 -0.449 0.144 0.144 -0.028 0.452 0.000 0.000 0.441 0.441 0.132 0.132 0.114 0.114 0.134 0.134 -0.474 -0.474 0.000 0.000 10.2232051 6.2278854 9.1842495 5.5553622 1.2203919 9.7341177 13.9237530 10.6825890 9.0616922 11.6350665 10.4056785 0.9573203 5.7439511 9.0384395 8.0153258 7.5720658 10.3051984 6.8301843 1.4427578 6.4102139 4.4934104 NA 9.5624647 2.8053544 9.9932819 11.1677835 11.0337705 7.8857263 2.3358548 1.2203919 -1.3647564 9.9601707 8.3166662 10.2278846 NA 5.4556067 10.9440510 10.2358051 8.3166662 10.6883352 8.9841558 6.3149086 10.8934046 5.0783707 10.8430520 10.8815743 6.5302456 7.0320325 10.4988395 7.2316177 14.1340275 10.8777085 10.1852122 13.5154893 14.0878516 8.2593092 9.6961236 9.8028457 7.2052830 9.7028620 5.5057925 13.4343549 8.3599415 8.5881689 8.2629616 4.4427843 10.3427867 9.5505600 13.3084053 9.3496731 15.1960589 8.8714417 8.1900162 10.4098028 10.8433570 9.8034728 13.9454012 12.0019083 12.7095690 14.0681652 10.9297611 4.3903169 9.8097291 8.4777781 9.8103533 9.2482960 7.4200621 10.1784594 13.6107830 9.9190947 11.6917249 6.7175764 5.3219281 4.6577943 11.1385079 12.1784594 7.3768946 1.8053337 0.9573203 10.9030921 13.7688909 11.3570651 7.2611368 10.3907325 11.6755460 13.0050249 11.1677835 10.2806357 10.1784594 7.3393307 10.7301651 5.3358655 8.8702451 5.6466552 10.0984410 7.6354279 7.8227799 12.8511009 8.5088715 12.1553095 10.5720655 0.9573203 14.6594418 6.0966625 5.8738329 8.7715086 9.5475684 9.5011609 0.6354294 8.7788108 9.9841557 7.9641023 11.4093909 5.4036120 11.3265167 11.0958835 3.5896197 10.7088997 9.9775022 10.2217983 0.6354294 10.8931101 9.1131858 1.2203919 10.3483844 5.8642456 9.5370487 6.4363268 9.0093802 9.5539405 5.3219281 7.0658803 5.5302456 11.0347055 10.4098028 11.0580180 12.2808608 10.5594977 10.7698539 9.7896127 10.5705926 7.6184215 4.9392078 9.1060865 9.0866386 1.6354294 -0.3645706 NA 10.5542908 10.4030948 9.4027844 1.6354294 8.3271709 7.9346356 9.7608410 TCGA-BP-4986 75 0 NA 785 kidney stage i t1a n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 2 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7809037 9.9222258 8.4063394 9.4693266 6.7975305 13.2324825 8.7925118 8.6687166 5.9423010 4.1130337 10.6692642 9.6140159 13.6688193 10.4855860 12.7873503 9.7203621 8.3957894 10.6100282 10.6667983 10.0378444 15.3681342 11.3931630 11.9211917 14.2452562 11.7653647 4.3280466 10.8287487 10.9481799 11.7194371 9.2915188 8.1837277 10.0143298 13.0907718 11.1077893 11.4886904 4.9495349 5.7975292 6.0672278 11.2553213 12.6654265 6.7732830 -0.6943213 -1.6943213 10.3904853 13.0147608 11.9254934 7.1542997 11.4335101 11.0335974 12.6519829 11.1490092 10.9676777 10.2027660 7.6499725 10.9827359 7.1322252 8.6588238 6.3824926 10.6695379 7.4756021 7.1098077 12.9414189 8.0437694 11.7445987 10.6602018 3.9203886 12.7460919 6.9483427 6.6807168 8.5974347 9.8934544 10.3294313 3.6276068 9.5812194 9.6659754 7.3141056 10.9703464 8.1081935 11.5010492 10.9827359 1.3056787 11.5341950 10.3408197 10.0331720 0.6276068 11.3411634 10.4858969 1.3056787 10.1546910 8.0437694 9.0190636 6.8755331 10.0365716 9.4642488 7.3717662 8.2858165 5.5630635 11.1196585 10.5169569 11.4231577 12.2580542 9.5612958 9.9745619 10.4655482 10.4210458 8.0369961 7.6915391 9.6208265 9.8390067 -0.6943213 -0.6943213 -0.1093588 10.3356543 10.2641862 9.6349127 3.0605662 9.0722058 7.7610040 10.8179235 TCGA-BP-4987 41 0 NA 1124 kidney stage i t1b nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 3 NA 3 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5787008 10.8337438 8.3372124 6.1913613 5.2573577 10.0751489 10.5340132 5.6811681 10.4579090 2.3148415 10.7300583 10.6549730 8.4947540 8.6002471 2.2217224 11.0734844 10.2621163 10.4006491 7.7242355 NA 10.9089057 2.2207633 8.9739487 8.0596787 -0.6852455 10.2058690 9.6635729 9.0647142 9.1051037 3.0697365 5.9442025 8.5839714 0.3148705 10.8087002 10.5895141 9.6909702 6.5242988 12.5368683 10.4168204 10.6950352 8.2509819 10.0013453 15.9096796 9.6817133 8.3302599 9.5352231 5.4543964 9.9770681 7.7681155 10.9200927 6.6635723 12.7381577 3.8977051 8.1422827 10.2885421 11.4303761 8.5364318 2.7071714 9.6271605 8.5034334 12.1470425 7.8675141 15.1031647 9.3755406 10.5009930 7.2777412 11.3511901 NA 3.1728235 12.5092938 11.4266325 8.3996531 5.9073017 7.9073017 9.5200271 6.0763966 11.4998750 9.9332302 9.3197674 9.1928957 9.6316920 NA 10.3116712 8.2529539 9.5669188 10.8379166 8.9147576 7.9943246 11.3928771 9.6524666 12.2637594 -0.6852455 0.3148705 10.1007058 9.4253607 8.5710533 10.0431904 -0.6852455 5.8998064 6.1286254 13.6257770 7.7905779 10.7392736 11.8552150 10.0688972 8.3755408 9.2089047 4.3592400 6.8066978 11.1394058 11.3463737 10.1646407 11.0906854 10.6471610 9.0230665 8.0065881 10.6016912 4.7411110 0.6367290 3.2690481 8.1540485 -0.1002057 -0.6852455 9.7742764 12.4395315 9.9872701 9.6574751 9.7951301 3.6575371 10.7701720 7.8617389 9.6246167 13.4760948 8.2096624 10.0813737 8.8442752 5.9730556 10.1732144 9.2073875 12.0216645 11.8004225 13.8645693 8.8423217 11.2595568 8.6646787 10.7154574 10.2058690 11.0126811 NA 9.5285565 11.0619887 12.9769011 9.1408610 9.9304743 11.4606177 6.8423214 10.2470595 10.7580474 10.7178567 5.2337079 9.7348050 8.4446170 5.1728275 6.4076026 -1.6850135 8.4633212 7.8006741 13.0455802 9.7961396 8.5675101 10.8357089 10.3113183 9.6778843 7.8655916 10.6792530 8.4595029 8.0680613 10.3674128 2.2217224 5.4233698 7.8087004 2.1222089 6.0962049 3.9587035 10.7875356 7.0929220 9.7665710 5.4330596 NA -1.6850135 10.6146252 10.3903239 11.6459017 11.4347585 11.4031361 8.1493158 9.8723037 6.3851808 11.7652828 11.6774735 9.8334980 11.0935379 NA 2.5627675 NA 10.1023393 8.7316422 9.8021824 6.3969934 13.2278276 15.1045439 11.1626851 7.3921680 9.9654478 NA 0.6367290 NA -1.6850135 14.1364942 9.0813737 9.5909691 11.7779859 NA 8.5291639 8.9866069 11.6386032 7.2426225 10.6998983 9.1626851 9.5175808 8.5291639 9.0805452 11.1098698 10.9281738 10.1677644 10.5270371 7.9478397 9.8727104 8.2835116 10.9061334 5.8377793 8.1809181 9.8071987 0.0045800 0.0000000 0.0253900 -0.0480000 0.6206100 0.0134920 -0.0022168 -0.0296390 -0.0283550 -0.0089906 0.0093098 0.0045800 0.0000000 0.0000000 -0.6655000 -0.6784400 -0.6784400 -0.6784400 0.0181030 -0.0142280 -0.6904200 0.0227250 0.0109150 0.0109150 -0.0058140 -0.0026322 0.0022193 0.0160820 -0.0241140 -0.0472600 -0.0309500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.620 0.620 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.620 0.620 0.000 0.000 0.000 0.000 0.000 0.000 10.3499875 6.3969934 9.7135884 6.7284308 -1.6850135 9.0030951 7.5484644 10.1978660 8.1974880 11.0253326 10.1528667 1.1222089 5.9147582 9.2066283 3.4847697 7.6833512 11.4350826 8.8442752 1.4847568 6.7369092 5.0563104 -0.1002057 9.0048426 3.6723914 11.4046047 11.3535923 10.4920089 7.4645915 1.3148705 NA 0.6367290 9.7363837 8.0359439 9.0962044 -1.6850135 6.6367725 10.122200 10.797149 7.507137 9.787028 9.208905 5.122201 11.144171 5.822638 9.791591 9.355135 6.636773 7.239658 10.315197 6.534013 13.164103 9.756233 10.462686 12.859870 13.197201 8.109261 8.994325 9.698009 6.154048 9.362650 5.869435 13.096051 9.332349 10.758824 5.221734 2.958694 10.235570 9.589223 12.637618 10.242252 12.263759 9.925408 8.455674 8.711449 10.953733 10.068897 15.821052 11.090685 12.013983 13.067539 11.073068 2.402313 11.130828 9.438966 10.541859 9.207388 8.001345 9.674045 12.928749 10.740585 11.548912 1.899794 5.965897 6.484770 11.187712 12.540730 7.880899 -1.685014 NA 10.770942 12.425246 11.509362 7.361968 11.139207 11.3993210 13.1318784 11.3535923 11.2663116 10.4151785 7.3260717 9.6260255 6.4285863 8.9044958 6.0013451 10.7297942 5.6811681 7.0461636 13.0703776 8.8196637 11.7695296 10.7138556 2.8998137 12.9489184 6.7335401 6.2337079 7.4335779 9.5979332 10.3916603 4.4233698 9.7093075 10.3375594 9.3755406 10.4328125 6.6457622 11.4370257 10.8184221 NA 12.9194559 10.3102587 10.3534209 0.8997943 11.0278016 10.3137876 2.8998137 10.0929219 4.2921265 9.2949844 6.7986610 9.7951301 9.2949630 3.7071603 9.2043486 5.3482678 11.0619887 10.3636721 10.9242544 13.0455802 10.2492728 10.9077689 10.3674128 10.6443608 7.3399845 5.8066978 9.6277278 9.9577990 2.4847826 1.1222089 -1.6850135 9.7931087 12.2566159 9.8310372 4.5242957 8.5291639 7.9890368 10.3413682 TCGA-BP-4988 72 1 828 NA kidney stage i t1a n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4657216 2.4780399 8.3273200 8.5025247 1.6896570 9.7695256 10.3422488 9.4877846 9.6406947 2.3417296 9.7324917 8.7088535 7.4635056 11.6246144 11.4993132 9.1207096 6.7464915 10.0138790 10.2486272 11.3843909 8.7363630 9.6330119 14.5185614 9.9328339 8.2874464 8.0345899 6.7024844 10.3756600 7.4483592 10.2783745 8.3396857 11.9122823 3.9051198 11.0518605 8.0038383 11.0856530 8.9999482 2.4672795 10.0745978 8.8394069 11.8685025 7.8423070 14.7894933 7.5688059 10.2380415 7.9537675 10.6488339 -1.1177874 6.7526697 12.4638586 9.5270625 9.4243696 6.8306724 7.4672673 8.6832048 7.7056725 11.6176494 8.8610155 10.3851368 8.5913888 8.8780721 1.2042033 9.8516914 9.1373334 10.0776772 10.7211149 9.0409146 8.3190163 11.3412344 9.5458630 11.2081725 1.6896570 9.1207096 9.5198355 8.4390600 9.4691448 10.2789097 -0.1176308 2.9697675 6.0218572 13.9641212 5.1860845 11.7346394 9.3620852 8.4691448 9.1849438 9.3169331 4.6371929 8.6488339 9.9710931 10.7824170 9.6669398 10.9289174 10.9554424 9.0559822 9.1860858 10.5844777 6.0622146 4.3417367 3.5827487 8.0990506 1.8822909 -1.1177874 10.8022856 12.0929763 8.6102254 10.0224957 10.1075124 4.9697675 11.5150730 8.0572304 10.0460678 6.6504889 7.6537945 7.9724175 5.6504889 6.9969841 8.5792726 8.3620854 10.9554424 10.5744845 12.4567802 9.2506369 10.5986957 8.7921981 9.6504892 10.3174543 7.6896598 NA 7.4175800 11.1823714 9.7027552 6.6183679 9.6338489 10.4043960 7.6928763 10.0708938 11.1443998 10.7430040 6.0218572 9.4942520 9.0587524 4.9483953 8.0396517 2.0522420 8.7324917 6.8480896 12.4069691 10.2143415 8.9483941 10.7891956 9.2692452 9.1734758 8.4349738 10.2909213 8.5225498 7.9591204 10.6517296 2.2042346 5.2573426 9.0609699 3.7891971 6.3580375 4.2303260 9.8137812 6.7402854 10.1962083 8.3698839 0.4672795 2.0522420 10.8642289 10.6779388 12.0575426 11.2160194 13.2316553 7.5652994 9.6025493 6.1063064 11.4368938 10.5463077 9.6984887 11.6852252 0.4672795 1.2042033 2.7891867 10.4896353 8.9737404 10.5670536 0.4672795 12.8560023 13.4687343 10.4267865 8.6454509 10.1248837 0.4672795 2.6896570 -0.1176308 0.8822909 14.7833368 8.2199269 10.5810096 11.9819815 NA 9.8350463 8.5060584 10.0996568 9.0472120 11.4231595 8.9973486 9.7778803 8.9362310 8.9908295 10.4663279 9.2409561 10.5909578 10.5784032 8.0770619 10.3883893 8.0320523 11.2224332 6.0700522 9.9962880 10.4068467 -0.0157410 0.0328450 -0.0979380 0.1677500 0.0105640 -0.0136770 -0.0293870 0.0370760 0.0384000 -0.0157410 -0.0157410 -0.0269180 0.0328450 0.0328450 -0.0633010 -0.0979380 -0.0979380 -0.0979380 0.0307240 0.1677500 -0.0067813 -0.0142020 -0.0049844 -0.0049844 -0.0293870 -0.0182160 0.0359470 0.0000000 0.0325630 0.0286220 0.0689520 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.168 0.168 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.168 0.168 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7340540 8.0038383 10.2081725 8.0074344 -1.1177874 9.1849438 8.9005052 10.6565237 10.3478714 10.9745236 9.6896600 2.4672795 6.2221554 9.4455012 4.7402854 8.1769256 10.4761629 5.6504889 3.0522246 8.8189429 4.6371929 0.8822909 8.7603560 8.4117355 12.2838645 11.4183093 10.5448175 8.5098387 3.1302390 1.8822909 3.1302390 9.4243696 8.2831842 9.7801505 1.2042033 9.0128756 10.7068660 10.5749204 8.5476407 11.5082420 8.2310330 7.0218561 10.9157279 6.3741579 9.5198355 10.5784032 7.6304979 10.3989899 9.7395084 8.6653032 12.1466009 10.3179752 10.3701450 13.9491089 12.8373191 7.9184787 8.9986488 9.5476409 9.3641044 9.7016858 6.0721294 12.6362529 9.3970189 7.9212239 6.8823056 3.4672664 10.1877967 9.0434369 13.3001575 11.9619564 11.2081725 9.7379522 8.5351498 10.3407116 11.4117355 8.4691448 14.1696927 10.9289174 11.6136240 13.0276799 10.6246144 3.9697675 11.8635155 8.8837131 11.2011302 8.3620854 9.0459546 9.8851199 12.2108396 11.6609981 11.0899294 6.8823056 8.3127577 6.6304972 10.0566066 13.5578210 6.5116610 -0.1176308 -1.1177874 11.5168891 12.4237646 11.2257017 7.1997175 10.4752291 11.369643 12.169296 11.418309 12.083050 10.734834 8.021856 12.534141 7.345829 8.676721 9.903285 10.334546 7.172323 7.130233 12.617255 8.384142 11.510295 11.110823 2.052242 12.631755 9.356589 9.396033 8.605830 9.245344 10.474762 6.405866 7.893532 9.515300 7.511662 11.488016 5.926699 11.637818 11.581010 1.882291 11.957283 10.777880 10.891434 5.882306 11.608736 10.588369 7.536941 10.116524 7.295933 7.511662 7.918479 10.107512 10.600204 11.780906 8.574049 7.471020 11.182371 11.045326 10.535598 12.406969 9.430164 9.925332 10.651730 10.744555 7.213222 8.568805 10.202541 11.125181 11.373657 7.492923 3.130239 11.930110 12.567987 8.859585 4.130231 9.835046 7.683205 10.434974 TCGA-BP-4989 58 0 NA 118 kidney stage iii t3a n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 6 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 1.838047e-06 5.895622e-07 18.3098591549296 21.1267605633803 21.1267605633803 26.7605633802817 12.6760563380282 8.8168585 11.6986324 8.3664005 7.8742867 10.2756241 8.3172032 -0.3902450 8.5975062 9.1644331 NA 3.5760867 6.2680563 7.1834915 9.1653919 8.8217325 11.0303307 12.4959217 5.7078754 9.9558038 11.5307552 11.9940882 12.9803899 10.3068117 11.5088233 9.6899954 7.7971959 7.4300234 12.4674753 5.8766299 0.6098495 9.5301970 10.1176388 10.1782753 10.1634734 4.8386644 2.1948120 8.5479533 9.4451051 11.9850193 9.3386149 7.4042603 12.9756881 10.3772010 10.2698400 8.2698401 12.2982037 8.2171745 11.0040388 10.2818274 8.5376222 9.7971962 4.3102819 11.2577522 11.1506987 10.6161702 7.6624120 NA 10.0661678 1.9952674 8.2822693 8.4075057 4.0361077 10.0784681 10.2959069 9.5763496 9.4577861 0.6098495 8.0361088 9.0589929 0.6098495 11.2030018 11.1106860 9.7190219 4.3912041 10.7890472 12.3991740 10.9654705 9.3012387 9.7124759 14.2787845 9.3538369 8.5182369 7.6266523 5.9848832 10.3094166 7.7519510 9.6439552 8.7493955 12.2679440 3.9099651 10.2514895 8.7026011 9.6091396 9.2902037 1.7797640 9.7564127 9.1245582 12.4463877 8.2734021 15.9615212 9.7665592 11.3038080 7.6759330 11.2364658 -0.3902450 3.8193003 14.1929269 10.8935113 8.6418899 7.8506357 8.5107108 8.9249936 9.1314447 11.0053782 8.6363676 9.4180039 8.0936600 9.2509928 -1.3902450 10.2989685 8.6322119 10.2213301 10.1215967 9.4600309 6.8241632 11.6982481 9.3730565 12.3934563 4.9136267 3.6973068 9.8842223 8.5450092 9.2760681 10.0096561 0.1948435 4.9673946 7.0149857 13.6793358 7.3137474 11.5483211 12.5320568 9.0784681 10.0569273 9.9210248 5.8192978 6.9892230 9.7261880 10.7193483 11.1029490 11.3441177 11.0566689 9.4220214 10.1763739 10.6556038 5.5167338 4.1644323 4.2245574 7.8648727 3.0021624 0.1948435 10.8473528 11.4385756 9.5892693 11.4982069 9.7841457 6.0276959 11.0597665 8.7709760 9.8729900 4.1644323 5.5046617 8.8326391 7.0486362 6.2097575 9.3546780 8.6487631 11.5002984 11.5678530 12.0535647 9.4786281 11.9566348 9.3154766 9.8332426 10.3081146 9.5391026 1.1947805 7.8952463 10.9064736 6.0434714 6.1648164 8.7947193 10.7426651 8.6705401 10.1392747 11.6117800 10.7900641 6.4802086 10.3912038 8.2849545 6.5046617 6.8859684 0.9317587 7.4832886 7.4647124 11.9720619 10.3697323 8.4740304 10.8192975 10.2432935 8.9739788 6.3309438 10.5562789 8.8836398 7.8144152 10.3249482 2.7797640 4.7391298 9.6453306 3.5640367 6.8144158 4.4171977 10.2157866 4.7797692 9.6652757 6.9168623 -1.3902450 3.0021624 11.0319089 10.2231732 11.6059645 11.2261632 12.1329159 7.0976845 10.0339894 6.1000925 11.2006650 10.8675266 9.8917741 12.0606687 -0.3902450 2.6098495 0.1948435 10.3601324 9.5842586 10.1480330 -1.3902450 12.7614949 13.7816464 11.1744700 8.1713805 10.0764304 0.6098495 2.3102819 3.0692725 NA 14.3420115 8.3085488 9.9602309 11.9996099 NA 9.0651713 8.8886538 10.6752602 8.0107233 10.3689000 9.6432671 9.8410653 8.9067604 9.3454001 11.0911390 9.6049045 10.1270214 11.7543430 8.8156372 10.3800744 5.6973068 10.9136249 5.3621928 9.6313586 11.0543414 -0.0044876 0.4107800 -0.0287870 1.2105000 0.7836900 -0.0089906 0.0088920 0.0449230 0.1260400 -0.4280000 0.0146090 -0.0154660 -0.0654700 0.5227500 -0.4635500 -0.4635500 -0.4635500 -0.4635500 0.3341500 1.2322000 -0.0180780 0.0291840 0.0027745 -0.0073597 -0.0114730 0.0053626 -0.0252430 -0.4567200 0.4580300 0.0542330 0.1395400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 0.000 0.458 0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.447 0.000 0.356 0.356 1.211 1.211 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 0.000 0.458 0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.447 0.000 0.356 0.356 1.211 1.211 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.000 0.126 0.126 9.8981335 6.8766311 10.0101899 7.2012545 1.6098495 8.5928378 9.9739787 9.8829695 9.9989376 10.7331928 10.4014141 1.6098495 6.1644323 9.1363434 5.9044648 7.4139748 11.4510153 7.0486362 2.6098495 8.8033695 5.7287858 0.9317587 9.1392746 6.1334053 11.1649652 11.0303307 11.0076765 9.1006949 1.1947805 -0.3902450 1.4172179 9.1938671 8.4026344 9.4490479 NA 9.2051017 9.869587 10.554556 8.305072 10.313748 8.772235 5.759590 10.473256 5.976167 9.508445 10.131935 6.467826 7.971788 10.026114 6.364732 12.651931 10.848547 10.592481 13.640210 12.824391 7.984884 9.253700 9.868410 8.543535 9.705900 7.675933 12.828483 8.025586 8.392842 5.268056 1.931759 10.175898 8.854208 13.319466 10.873993 12.393456 9.115656 7.741701 8.838663 10.899863 9.078468 14.240538 11.344118 11.580489 13.528288 11.279615 1.779764 11.270063 9.465491 11.429225 8.648763 8.575628 9.890615 12.290533 12.273180 11.415588 4.467827 7.129481 4.253702 10.686660 13.022017 6.637751 -1.390245 -1.390245 9.927822 12.734289 11.368072 7.371395 10.591055 11.284919 12.060926 11.030331 11.530755 10.306812 9.616871 11.758003 7.224554 8.924994 6.179700 10.646361 8.269840 6.643267 12.244828 8.513726 11.948302 10.554190 2.194812 13.036043 8.102418 8.125544 9.474951 9.969594 10.096176 6.324091 8.158666 9.172086 6.980531 11.374716 7.883640 13.355256 10.977532 NA 11.971925 10.563677 10.563677 2.697307 10.954972 10.129972 6.881307 10.789131 8.224554 8.361388 6.486360 9.784146 10.075334 7.802137 8.854208 6.430023 10.906474 10.495540 11.041342 11.972062 9.895246 10.628392 10.324948 10.584617 7.310284 7.202301 9.774123 9.608434 6.621072 3.310282 1.779764 11.109939 11.792822 8.920457 5.149003 9.065171 8.150941 9.938519 TCGA-BP-4991 54 0 NA 1413 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 4 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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34.8837209302326 18.6046511627907 9.3664427 10.9815419 9.4787583 7.0123564 9.9141130 8.3484051 4.9017985 6.6625174 9.2446393 NA 1.1622745 5.5245621 5.6665805 11.0770324 7.9302418 11.4228593 11.8882689 8.5471849 9.7241216 11.5011825 12.2387286 14.6303268 10.3354661 11.8312785 8.9718829 6.5613995 7.9395998 11.5926299 5.3762383 -0.9183877 10.0567428 9.2057397 10.2189299 9.9049857 3.8095379 1.7820730 8.2414899 9.3554141 11.0752646 10.1260126 5.7889780 10.7173367 10.3401846 10.0798563 4.8889721 10.8557878 2.7820520 10.3970512 11.4607261 8.1150416 8.4994712 1.8889672 10.9544858 10.0510051 10.2281873 8.1314670 0.6665748 10.4261530 1.5696369 9.2460729 7.9176686 -0.9183877 9.6207774 10.1321474 9.4164505 9.4060298 1.4035404 6.2812902 9.0130948 3.2910731 11.8989020 10.5822115 10.0531621 7.4501250 12.2889136 13.0082388 11.0502853 8.2627709 10.7418373 15.3688980 9.3080307 9.0914470 10.1842504 5.6590483 10.1743757 7.8112392 10.3519138 7.5933710 12.9496211 2.1163648 8.3681646 9.3594871 11.7202807 8.8213990 4.2910731 9.2843545 9.1914491 11.8270828 8.1704068 14.3211112 10.3868253 10.4331597 8.2788351 10.8016490 NA 4.4391710 11.5443764 11.2173279 8.3354658 5.2615271 7.7975805 9.8994016 7.5348888 10.9308282 9.3922313 9.6609345 9.2128324 9.6712697 -1.9181150 10.2465254 8.9121337 9.5261158 10.2490366 9.1644328 8.3271713 11.3976299 9.7118856 12.4884214 -1.9181150 0.8890062 9.5908988 9.4984160 8.4192405 10.3074285 0.4035950 5.5245621 6.0474032 13.2495854 8.8498029 11.0780920 12.5345676 9.9794639 7.9129259 8.7227672 4.1260147 6.6703333 11.2863425 11.4430141 10.3342840 11.6182604 11.0916220 8.8154813 8.0984269 10.4424656 4.1039843 1.8889672 6.9145083 7.7855224 -1.9181150 -1.9181150 10.0484844 12.6475536 9.7967225 10.2794496 10.3557054 3.5589778 10.9198376 7.3247926 10.4726231 10.7191491 8.0502851 9.2904624 5.2515449 6.9519829 9.6995450 9.7272771 12.1617698 10.7652711 13.9037661 8.5314380 10.6651715 9.1992616 10.7950051 9.7304255 9.3074285 NA 9.1294242 11.2953303 11.2344262 7.1875797 10.0296207 11.6489805 8.5854444 10.2800636 11.2218092 10.6122687 5.0358130 9.5769739 8.6992605 5.5328281 7.5451429 0.6665748 10.0145715 8.2147606 12.5336667 9.5261158 8.7055000 10.9922613 9.8192883 9.9960037 7.7855224 10.3401846 8.7009213 7.7127959 10.7496171 2.8889672 4.8498042 6.1637684 8.2921923 7.4281323 4.7540430 10.7772819 7.2540460 11.0293449 6.2273984 NA -0.3333343 10.9055828 10.4250819 11.5035519 11.3803971 11.5418184 8.4457532 9.5854144 6.3699777 11.7959714 11.9042890 10.1537511 11.6987416 0.6665748 1.9885211 NA 10.2339034 8.8937957 10.5120711 6.6246507 13.8821140 14.3592329 11.9999228 7.2358036 10.0973821 NA 1.0816123 NA -1.9181150 14.1066283 9.4989437 10.0292555 12.3113386 -1.9181150 9.4197978 8.9565614 11.1172768 7.6071394 10.7881145 8.8281330 9.8477333 8.0998185 9.1914491 11.2050934 10.1839224 10.2367529 10.5926299 7.9255396 9.9934075 9.3007870 11.8707446 6.0427209 8.6845123 9.6940263 -0.0109220 0.0088920 -0.0014400 1.2483000 -0.0380340 0.0102850 -0.0228710 0.0031910 0.0034687 -0.0197230 -0.0109220 -0.0109220 0.0088920 -0.4504000 -0.4877500 -0.4708400 -0.4708400 -0.4708400 -0.0201380 0.1895000 0.0049969 0.0260920 0.0048579 0.0048579 -0.0210980 0.0062481 -0.0008316 0.0095883 -0.0107840 -0.0150540 0.0034687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.337 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.337 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.28404848 6.47393624 11.08443358 6.69916015 -0.91838768 8.73804327 9.72592550 10.70290580 9.86051701 10.93641291 10.29076719 2.83650992 6.26152705 8.92475432 4.01235413 8.21989017 10.60616024 5.25154490 1.98852110 6.02998507 4.31043465 -0.33333429 8.83984183 8.13825644 11.46852375 11.42285934 10.39304900 7.53488879 1.40354042 -0.91838768 1.54106873 8.91134135 8.69079735 9.02046303 0.08161232 5.73982920 11.0749108 10.8392169 7.5369458 10.9941337 9.2250018 6.9427057 11.4709810 5.7182438 10.1081420 10.0075438 6.3716373 7.2935066 10.3756648 8.0617584 13.3285447 9.7340154 10.7465102 13.6783907 13.1639339 8.6256172 9.3916631 10.3384169 7.0928459 9.4867600 6.9239692 13.0999057 9.5943589 9.9569839 5.4994696 4.0123541 10.5084075 10.0663930 13.8592591 10.6168939 12.4884214 9.8373406 8.3704847 9.0189924 10.9316100 9.9794639 15.7374707 11.6182604 12.0040171 12.9953027 11.3233038 -0.3333343 10.7831416 11.3228569 10.4350411 9.7272771 8.2776059 9.8112393 13.3350967 10.5719681 11.6913721 5.3390055 6.2211695 6.9734023 10.8473190 12.9884622 7.1177916 NA -0.3333343 10.4795605 12.6461253 11.8127339 7.4080478 11.3730770 11.425776 13.528282 11.422859 11.501182 10.335466 6.895400 10.067816 6.872782 8.737149 6.732671 11.094243 4.888972 3.636207 13.775602 8.501579 12.142399 11.118479 2.081612 13.487857 7.380483 6.593372 9.273578 9.564427 10.984182 4.557355 9.613000 10.383115 8.537973 11.025965 7.067460 11.428963 11.203961 -1.918115 12.488754 9.899402 10.321515 2.473943 12.005689 10.302904 2.939603 10.062829 5.549226 9.491540 9.556845 10.355705 9.435317 3.291073 8.950441 5.901799 11.295330 10.481697 11.145014 12.533667 9.920822 10.531025 10.749617 10.491805 7.256545 6.221169 9.502631 9.806559 1.782073 7.027062 7.698167 10.713932 11.298295 10.276375 1.888967 9.419798 7.614948 10.272678 TCGA-BP-4992 66 0 NA 501 kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 2 8 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.997578 13.493488 10.750491 11.030331 8.788725 7.634253 6.351319 11.995674 6.386944 NA 8.883117 10.683431 11.695320 10.966520 5.653883 4.573714 9.462629 9.369242 11.311708 8.745925 6.653883 10.155236 9.794263 9.945271 7.895640 10.726939 -0.555545 9.499712 10.031269 8.678049 9.952224 2.444429 10.818925 10.951233 9.674450 8.215919 1.722422 9.616857 2.029382 8.505125 8.539826 2.614356 9.745925 9.801981 9.511864 9.842179 1.766341 8.182521 9.307067 9.551646 9.863336 11.831908 4.088286 2.614356 11.126072 12.183788 10.505125 8.779663 8.033144 15.388157 8.977759 8.670841 9.303964 6.614354 10.712386 7.604300 11.382906 5.116855 10.689982 4.029391 9.638053 10.861754 10.587175 8.342275 2.029382 10.144869 9.405879 13.766709 7.225789 13.963699 7.853820 10.306563 7.547717 10.622472 -0.555545 5.836747 14.472249 10.340762 10.980676 5.144870 8.165529 8.552954 6.836747 12.037820 8.392797 8.708872 8.430271 8.578856 -0.555545 9.669637 9.300855 11.140527 10.591634 8.606820 8.401531 11.017158 9.984557 11.637647 1.029418 1.029418 9.238845 8.461238 9.581420 10.455657 1.766341 7.185896 7.720553 13.520243 6.766358 11.684028 11.509845 7.521245 10.712386 10.750491 4.144870 7.629305 9.810751 10.410213 10.000935 10.682177 10.468184 9.839963 8.899757 10.793157 4.729830 1.029418 3.614356 8.277319 -0.555545 -0.555545 11.336593 11.665412 9.644102 11.753053 9.354322 3.967989 11.831639 8.881141 10.798541 7.029392 7.678049 8.372207 8.215919 6.552953 8.458450 7.505125 10.973372 11.319795 11.198482 9.346352 12.016656 8.513208 9.773104 9.916104 11.156526 -0.555545 6.477852 10.622472 8.773441 6.873794 10.019023 9.829213 7.488823 9.988428 11.010007 11.275736 4.302407 9.360309 9.502502 4.692355 9.251784 3.029400 7.832446 6.552953 11.878275 10.385477 8.251784 10.024688 11.990118 8.836747 6.542461 11.311260 8.666016 8.701817 10.132680 2.444429 4.444429 6.644101 5.059139 5.059139 3.903858 9.255001 4.251787 9.529238 7.898728 -0.555545 1.029418 10.961114 9.053608 12.319603 11.265007 13.071279 7.144869 10.258964 6.236894 10.849571 10.197646 9.978732 11.355821 -0.555545 0.444455 2.251780 10.507150 9.136173 9.549028 2.614356 12.572101 12.558009 9.180831 7.588985 9.583981 NA 1.029418 NA 4.836747 13.952224 7.073786 10.334694 10.836747 NA 9.125668 8.614354 10.132680 9.097274 11.294616 9.156956 9.649000 10.655101 8.614354 11.026101 9.981648 9.766357 10.006672 8.296178 9.721263 9.055454 11.111541 5.703702 10.406038 11.328981 0.0089616 0.0068739 -0.2880400 0.2789200 0.2584800 0.0000000 -0.0096968 0.0025663 -0.0053301 0.0089616 0.0089616 0.0089616 0.0068739 0.0125850 -0.2880400 -0.2880400 -0.2880400 -0.2880400 -0.0115420 0.2707200 -0.3083400 0.0042326 -0.0096116 -0.0096116 -0.0096968 -0.0046387 -0.0103010 -0.2988000 -0.0193740 0.0521700 -0.0053301 0.000 0.000 0.000 0.000 0.282 0.282 0.000 -0.299 0.000 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.269 0.269 0.000 -0.303 0.000 0.000 -0.288 -0.288 0.000 0.000 0.279 0.279 -0.308 -0.308 0.258 0.258 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.282 0.282 0.000 -0.299 0.000 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.269 0.269 0.000 -0.303 0.000 0.000 -0.288 -0.288 0.000 0.000 0.279 0.279 -0.308 -0.308 0.258 0.258 0.000 0.000 0.000 0.000 0.000 0.000 11.267796 7.116854 10.138787 8.109054 1.444455 9.331650 8.283633 10.176622 9.526578 11.881877 9.629305 2.029382 5.766357 10.128301 3.251780 7.515891 11.087834 8.215919 3.029400 8.928245 5.510519 2.029382 8.040619 9.040619 12.142187 10.856470 10.929383 8.521245 3.144862 4.801981 4.251787 10.245329 9.289919 10.072875 0.444455 9.778703 9.897700 10.049909 9.036886 11.082413 8.317873 7.185896 10.104425 3.836742 9.099065 10.225789 8.137916 6.975810 9.071963 6.720553 11.552627 11.423497 9.646553 13.904501 12.904117 7.558171 8.745925 8.685220 7.599247 10.372207 7.488823 12.295593 8.868595 6.766358 5.302410 2.766362 9.311708 7.158674 13.640724 11.311708 11.637647 10.083770 7.165528 9.212614 11.489165 7.521245 14.354135 10.682177 10.616857 12.129397 10.592270 3.251780 12.234778 7.521245 11.494958 7.505125 9.141397 9.777585 11.558171 11.199317 10.378857 3.444429 8.333172 4.801981 9.116855 13.418037 9.748210 0.444455 0.444455 9.766357 11.993973 11.093191 6.975810 10.521245 12.284224 11.735600 10.856470 11.257401 10.750491 8.477852 12.354322 5.351321 8.808564 7.466797 10.118621 7.895640 5.327073 11.833195 7.748210 11.182521 10.957170 3.967989 13.500559 8.370043 7.975811 8.483540 9.628065 9.739050 6.302410 7.014285 9.066481 6.845308 11.687901 5.351321 11.752199 9.583981 -0.555545 12.550338 10.913562 10.783722 2.766362 11.263011 10.152651 5.887372 10.449352 7.583981 6.895641 7.006672 9.354322 10.680485 7.466797 8.895640 3.766362 10.622472 10.464715 10.531229 11.878275 9.057298 9.250173 10.132680 11.328600 7.066481 6.720553 10.251784 10.523914 3.766362 2.029382 4.573714 11.359562 13.343959 7.841034 4.302407 9.125668 7.748210 9.600512 TCGA-BP-4993 58 0 NA 177 kidney stage i t1a nx m0 male 2007 177 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 6 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6782321 10.0592476 9.9387673 7.1343185 10.4902753 12.2506547 11.1459548 8.7906372 10.8956633 16.0684574 10.0852333 8.3734494 9.6356227 4.5206234 9.4627337 7.7501060 10.4324807 7.9913178 12.3666545 2.4606901 7.3040081 9.1614919 12.1311396 9.0013792 3.9105696 9.9732557 8.5299217 11.3114498 7.2662693 15.9543413 9.6919300 10.5804699 8.5143918 11.3809616 NA 5.2018024 13.2764323 11.2625557 8.1117914 2.9105792 7.5018467 10.3669788 7.8598596 10.9001516 8.5740349 9.2277449 8.8300610 9.2597642 -1.3375210 10.0468870 8.6499068 9.4899856 9.9076012 9.5190683 8.3028879 11.4100449 10.1719230 11.8864937 0.9845529 -0.3373387 9.9743912 9.0013792 9.0762707 10.0152380 NA 4.5933777 -0.3373387 13.9332667 8.2883516 10.6686182 12.1660959 8.6780578 9.5627549 10.1822791 4.3350687 6.8818114 10.7158899 10.6208331 9.4057941 11.6589045 10.6654579 8.3508932 7.8938639 11.0730942 6.5874550 2.4699901 5.9755247 8.6313095 0.2475630 0.2475630 8.7314212 12.7525071 9.2837790 9.9749586 9.7711674 2.1220763 9.7280589 8.1464587 10.3451503 12.1862048 8.8375686 9.4740176 6.8425515 4.9664259 9.9463101 9.0762707 11.1182269 11.4675805 13.5419868 9.1174356 11.7376205 9.2056748 9.9111635 8.9538135 9.0506600 -1.3375210 7.7097669 11.5414601 10.9092053 8.0078929 9.5026339 11.4913744 8.1424231 10.1773569 11.3096515 11.4125123 6.3279783 9.8932638 8.6651625 4.6626442 7.0069387 -1.3375210 8.9777925 7.0889080 12.8403738 9.9170810 9.2447848 11.1869397 10.2983609 10.1123074 8.8437951 10.9731307 9.2653417 7.5513860 10.4112551 2.6626385 4.1544941 8.9969160 6.5513253 5.8325685 3.9845711 10.1974321 7.7944997 10.2075735 6.3136939 NA -1.3375210 11.0105410 10.6622906 11.4154416 11.1161707 10.9206199 7.8986570 8.4308272 6.5068780 12.2267923 11.2155520 10.0635222 11.1984042 -1.3375210 -1.3375210 -0.3373387 9.9028378 9.0794402 9.3939618 1.9845529 14.4998273 15.1795124 12.0402601 8.6711837 9.9913178 0.9845529 0.9845529 NA NA 14.7458105 7.9129414 9.3931130 12.4586825 NA 8.2810282 8.5142359 10.9454417 5.6960662 10.1383763 9.5422261 9.7593579 9.3306413 9.3768883 11.4435927 10.8180936 9.5604884 10.7750823 8.3786048 9.5306937 8.5018467 10.6259002 4.5695336 7.7360345 10.1564982 0.00000000 0.01447000 0.02581200 0.01614600 0.00013007 -0.00408530 -0.01037000 -0.02301800 -0.04807200 0.00000000 0.00000000 0.00000000 0.01447000 -0.00055444 -0.67041000 -0.65165000 -0.65165000 -0.65165000 0.01447000 0.01614600 -0.65966000 0.00097064 -0.00332430 -0.00332430 -0.01037000 -0.00443120 0.00541390 -0.00124730 -0.02329200 -0.03449500 -0.04360200 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.1599958 6.9010479 10.4382531 7.1596968 2.1220763 9.2105014 8.7854708 10.4229677 8.7763850 11.1555901 10.1484721 -0.3373387 5.6626442 9.6298691 3.6626385 8.4828217 10.2405437 6.8425515 -1.3375210 6.4241948 4.1544941 0.6626613 8.7854708 6.2625553 10.2365409 11.0685820 10.7603327 7.4764238 -1.3375210 NA -0.3373387 9.9381854 7.7043021 8.7802858 -0.3373387 6.6850108 10.920914 10.450545 8.370002 10.901943 8.460304 5.791926 10.637774 3.910570 9.684317 8.964139 5.938768 7.739459 10.177850 8.126167 13.047359 10.157498 10.242901 13.563368 12.880903 7.511266 9.100395 9.925325 7.302887 10.009711 5.872097 13.441285 9.504993 9.093095 5.862315 3.948049 9.607355 9.045267 13.577121 9.244785 11.886494 9.118997 7.520624 10.144947 11.780611 8.678058 14.771984 11.658904 11.233210 12.960562 10.506171 2.569540 10.865685 10.436606 10.054960 9.076271 7.504993 10.323084 12.690031 10.136856 11.574971 4.444004 5.105586 5.569534 10.649552 12.415442 5.984571 NA NA 9.901048 12.759523 11.338699 7.557461 10.988791 11.5601102 12.9020922 11.0685820 10.4382531 10.2722834 6.8021945 10.5206239 5.7394593 8.8708773 6.5695336 10.3421229 6.8325673 7.8818114 12.9828687 9.0635224 11.5380083 10.4158596 2.5695397 13.2227965 5.0535849 5.2920013 7.7745611 9.9046260 10.4659668 3.5206234 9.1634846 10.4196161 8.8060259 11.0297846 5.2773525 11.2305989 11.6950330 -1.3375210 11.5159524 10.6724715 10.6770121 0.2475630 10.5360870 9.6139276 1.4699901 10.0431039 8.3118990 8.7367845 7.4241940 9.7711674 8.8930357 3.7070388 9.5919013 6.1940240 11.5414601 10.6912396 11.0844447 12.8403738 10.5395435 10.9541013 10.4112551 11.2625557 7.9935595 4.6626442 9.9572636 9.9004504 0.9845529 2.9105792 NA 10.2196278 11.3122381 9.2837790 4.4175285 8.2810282 7.9709819 10.1812960 TCGA-BP-4994 54 0 NA 1308 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 3 3 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.24178490 10.60094123 2.73081383 11.48824651 1.50650039 7.15716804 7.18499928 9.95540377 9.18894261 4.59476350 9.56927082 9.13409102 12.37244146 7.68129183 14.55955901 9.25313009 10.59550208 9.28725249 12.86740424 -1.91321623 4.95732960 11.29611574 11.87517554 7.73981166 5.41788289 8.73532450 8.18236406 8.35140969 10.91708605 9.28909094 9.26064414 10.39615906 9.95192694 4.10933548 10.82527039 8.67380691 10.78176017 11.50982017 9.09819425 8.48677912 11.86249393 9.58830669 13.01659528 5.56270035 1.78739067 9.74740872 8.78393459 8.20850068 10.37179113 NA 7.11210688 5.28664092 13.66940304 6.13136106 9.87812987 10.20266100 10.11349045 9.52731709 9.97190059 3.70168212 6.61052881 10.18631484 11.33904104 10.95501785 11.95293704 11.11694437 8.77346761 7.94339276 10.51113325 3.25688989 2.33488287 4.47928231 7.95424576 3.54640062 -1.91321623 11.30810093 12.62594402 10.64849367 9.64155578 10.47175070 3.27282944 10.52003078 7.21882378 9.19086446 11.19532810 5.87487072 9.80592795 9.37583313 5.09124284 11.42514623 10.05994683 11.45356244 10.37208018 12.21713533 9.24134851 12.49264033 9.52679792 11.27864314 11.41100686 9.25626578 0.40892920 8.53714733 10.96214042 13.45337801 7.36202095 9.85059442 10.93754456 6.90074849 10.55762586 11.73228769 10.72404465 3.78741157 10.55406300 8.34795704 3.99385548 5.29642070 -1.91321623 9.42291562 7.96655044 12.39288623 9.67239900 9.02213197 9.76071779 9.26438653 11.25375774 6.60660360 10.89271091 9.08202739 7.65492311 11.15792649 3.08697054 5.39074678 7.61639740 0.89429393 5.16378451 7.76584898 12.27787195 6.08696630 8.63096528 8.91006344 -0.91294457 NA 10.86894136 10.58706199 11.33533938 11.79551205 10.99310603 9.12245349 9.83031190 5.59982658 10.45792676 11.84070606 10.62248539 10.66486785 5.67942380 -0.91294457 -1.91321623 10.28418374 9.20266088 10.33815351 5.81488619 12.64718041 13.96489813 11.87078375 8.86956392 9.47874758 -0.91294457 NA NA 0.08691961 14.36710341 9.14360464 8.70535246 11.38244895 0.40892920 9.08344050 9.07182701 12.18549263 5.17443039 9.73532467 9.99122534 9.76248303 7.76820550 8.82674772 11.63687195 10.28049241 10.36017978 11.32223334 7.39530620 9.17928138 7.89753874 10.14326598 4.84305423 8.38778859 9.60217402 -0.307280 -0.295420 0.417370 0.373710 0.381620 -0.317870 -0.303520 -0.307990 0.000000 -0.276020 -0.307280 -0.307280 -0.295420 -0.274830 0.417370 0.417370 0.417370 0.417370 0.423250 0.408680 -0.323750 -0.299760 -0.308920 -0.300820 -0.304930 0.396190 -0.324210 0.407290 0.330500 0.322760 0.027414 -0.312 -0.312 0.396 0.396 0.395 0.395 -0.324 0.419 0.403 0.362 0.362 -0.308 -0.308 -0.310 -0.310 0.323 0.323 -0.307 -0.307 0.374 0.374 -0.322 0.348 -0.295 -0.295 0.417 0.417 0.423 0.423 0.409 0.409 -0.324 -0.324 0.382 0.382 -0.318 -0.318 -0.301 -0.301 0.000 0.000 -0.312 -0.312 0.396 0.396 0.395 0.395 -0.324 0.419 0.403 0.362 0.362 -0.308 -0.308 -0.310 -0.310 0.323 0.323 -0.307 -0.307 0.374 0.374 -0.322 0.348 -0.295 -0.295 0.417 0.417 0.423 0.423 0.409 0.409 -0.324 -0.324 0.382 0.382 -0.318 -0.318 -0.301 -0.301 0.000 0.000 10.4240314 8.1611087 9.5058737 6.7881689 -1.8426975 8.7514142 11.5744302 8.8676791 9.6439519 10.9416815 10.5893016 0.4089292 6.3157854 9.4060747 5.3537538 7.2543852 10.4649908 9.3758331 0.6719274 6.3677380 3.1744224 -0.3280726 9.7878402 7.7505248 10.4090050 11.0747639 9.9849183 8.9441706 3.7016821 NA 1.9938555 8.9983591 8.3560936 9.7531910 -1.9132162 4.8551525 9.3455330 9.9245949 7.6868801 9.9059485 9.3525820 8.9418355 10.4658037 3.0869705 9.6596672 8.8691462 5.8617544 5.9757104 10.2477838 6.9696099 13.3711766 10.9025504 10.1234841 12.9556449 13.7005263 7.7558523 8.1941841 9.5314643 5.9511541 9.5200307 7.2693614 12.4592880 8.2854119 9.6610874 7.1530564 3.0411554 10.4167633 9.5499804 12.7605521 9.2994633 13.0165953 9.1469874 9.9665503 10.9751395 9.8518387 10.1134905 14.7685760 11.9529370 11.0722753 13.6793364 11.0195508 -0.9129446 9.6728685 10.5249791 11.1951647 10.0599468 7.3229809 9.1530562 13.4598321 9.9496044 11.4031057 6.6831574 5.0411641 8.0855574 11.1887786 12.1338352 6.3630922 4.2367146 -1.9132162 11.1961447 11.9346116 11.1732326 6.4178846 11.4035314 11.8910980 13.5329195 11.0747639 10.6580085 11.2441560 6.1313611 8.7760915 4.3907502 8.8584563 5.2866409 10.4145196 6.5987195 5.8012130 12.7481706 8.9316727 12.4251463 10.8588691 1.6719274 13.6131911 5.4791141 5.8617544 8.1828254 11.0417086 9.1570879 2.8418524 11.4952967 10.6011879 10.9975853 10.4630924 6.2915373 10.8339011 9.2136715 0.6719274 11.2357613 10.4881132 10.3229812 0.4089292 11.5443479 9.5116582 1.6719274 9.1238276 5.8418549 10.1634485 8.0642470 10.4717507 9.3480688 5.9449474 8.5977312 9.1935300 10.9621404 11.7721538 10.1932028 12.3928862 10.6549231 12.2606441 11.1579265 9.3712127 6.5868128 6.1637825 9.8510092 9.2130262 1.2568899 6.8551513 -1.9132162 9.8050717 10.2527785 10.6338615 2.9938555 9.0834405 8.0088079 10.4902454 TCGA-BP-4995 68 0 NA 1371 kidney stage i t1b n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 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8.9865748 10.0496037 4.9124583 9.6229937 7.8887408 10.3349236 3.4932374 12.1027107 1.2512646 7.1340515 7.7587103 10.4137573 9.0218900 3.8743248 9.3581373 8.8483262 12.4621660 7.6387190 14.7348133 9.9407951 10.6306800 8.9984429 12.5079655 -0.9329120 4.8613847 11.8966893 11.7524819 7.4932310 6.1168159 8.2837125 8.3764428 8.1451175 10.8235229 9.2443862 9.1975371 10.1225880 9.7260705 3.7393945 10.6315924 8.6292091 10.3967630 11.2262072 9.1337284 8.2567913 11.8804322 9.4784776 12.9018820 4.7108230 1.0669502 9.8931178 9.1636816 8.5618221 10.2678652 -1.9329120 6.9738569 5.2065182 13.7426480 6.4549836 9.9636774 10.8281022 10.1411081 9.3290615 9.6143432 3.7393945 6.3243552 10.8105388 11.4108463 10.6526334 11.8117111 10.9388718 8.6678088 8.3753058 10.6138610 4.1330538 0.6519587 4.4420079 7.9404105 3.4932374 -0.9329120 10.8193473 12.6267619 10.5080952 9.7786336 10.3678911 3.7864291 10.3911471 7.5140497 9.2958695 11.8612809 6.4112618 10.3077580 8.6612911 5.7251767 11.1821728 9.9061704 11.4622329 10.5044586 12.6351602 9.0891679 12.2488177 9.4715761 11.2926259 10.9471241 9.8548692 -0.3481332 8.3430911 11.0917600 12.9746478 8.0174788 9.4989864 11.3017840 7.3219948 10.4614293 11.7900942 10.6049130 3.9249455 10.2663322 8.2306161 4.7674059 5.4332900 -0.3481332 9.5197225 7.8417537 12.5776071 9.6320686 8.8863474 10.1384290 9.2660254 10.8706941 7.0584886 10.7078893 9.0182514 7.5944433 10.9749838 2.3148995 5.2468755 7.1058855 1.5264194 5.6668787 7.2909680 12.0052597 6.4112618 9.1517087 8.4992998 NA -0.9329120 10.7338563 10.6010262 11.3154872 11.7337454 10.6215554 8.9373314 9.7766622 5.6214014 11.0374321 11.8946070 10.4592840 10.9817255 4.9373303 -0.3481332 NA 10.1195346 9.1168152 10.1917341 6.3707467 13.0113126 14.4105687 11.6676926 8.7334570 9.6913051 -1.9329120 NA -1.9329120 -1.9329120 14.3175981 9.2431397 8.8392813 11.6108443 0.3889059 8.7820707 9.0509650 11.9387756 5.1754927 9.7995580 9.7669727 9.7162227 7.6061253 8.9257247 11.5217799 10.3789987 10.2387688 11.0921061 7.4721084 9.4698827 8.3843793 10.2644905 4.9698826 8.1829986 9.4763576 0.00000000 0.00083195 0.01810300 0.72622000 -0.01862800 0.01908300 -0.01230000 -0.02096100 -0.03610600 0.00000000 0.00000000 0.00000000 0.00083195 0.00083195 -0.70485000 -0.70127000 -0.70127000 -0.72928000 -0.01354000 0.02104300 0.00833510 0.01321300 -0.70720000 -0.70720000 -0.01230000 -0.00110870 0.00416320 0.01335300 -0.01279100 -0.03164000 -0.03610600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 10.1232657 7.8384558 9.6985984 6.4077521 -0.8695962 8.4942796 11.1582367 9.2247872 9.8247733 10.9876116 10.5573161 -0.9329120 6.1807088 9.2122619 4.5099112 7.4721084 10.7128502 8.6612911 0.3889059 6.5099096 3.4592873 -0.9329120 9.6830558 7.7393918 10.4119393 11.1317093 10.1026352 8.6263439 3.1544374 NA 1.3889059 9.2148075 8.2406440 9.5228075 -1.9329120 5.5668121 9.5673106 10.1885001 7.3661744 9.9817254 9.2855298 8.3866385 10.5878308 4.0893371 9.8231059 9.2690904 5.9373303 6.5140497 10.4352002 6.9311523 13.4583780 10.7010969 10.3422182 12.8466859 13.4618647 7.9932628 8.4398317 9.5000304 6.3661753 9.3753056 6.8151591 12.7140877 8.3349235 9.9081378 6.5944440 3.2764222 10.6165106 9.7665390 12.8612809 9.2800708 12.9018820 9.3071616 9.6344473 10.3945192 10.3128164 10.1411081 15.3476739 11.8117111 11.4334254 13.8502462 11.0720648 0.6519587 9.8113800 10.5419400 11.0008416 9.9061704 7.3933965 9.2617236 13.4189065 10.4220424 11.5258858 6.1276622 4.8871451 7.7411589 11.1777761 12.2045181 6.3384298 3.3888921 NA 10.9155895 12.2396285 11.1492737 6.7569646 11.4415986 11.7164473 13.4947050 11.1317093 10.7991340 10.8686750 6.8710982 9.2013930 5.2666404 8.8193473 5.2666404 10.5091326 5.9496096 5.9617854 12.7661421 8.7682730 12.2938303 10.8162075 2.0669502 13.7279095 5.1408932 5.7108230 8.5556402 10.7532483 9.7031381 3.6816741 10.9991813 10.4606251 10.5985917 10.6318306 6.7674059 11.3845205 9.7085668 -0.3481332 11.6548613 10.2001088 10.3439633 0.3889059 11.5127574 9.6467540 1.9738684 9.5026369 6.2268380 10.0105803 8.1072563 10.3678911 9.1727573 6.5826659 8.8863474 8.7008700 11.0917600 11.4059815 10.5902835 12.5776071 10.5856197 11.9747961 10.9749838 9.5797070 7.0211632 5.9678326 9.5543041 9.0655570 0.6519587 6.2013927 NA 10.0341929 10.6064114 10.4579416 3.4932374 8.7820707 8.1885003 10.3305293 TCGA-BP-4998 49 0 NA 932 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 2 NA 1 7 2 8 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.080808e-07 19.4444444444444 13.8888888888889 16.6666666666667 22.2222222222222 27.7777777777778 9.6442720 10.5268446 7.7407556 8.1625822 9.9227281 9.0796930 5.4628670 8.9123819 9.3703871 0.2055176 2.7113627 5.5805194 5.2929437 10.1501922 8.1168721 11.3000527 12.1415659 8.2634720 9.6343637 11.3087680 12.0956494 14.0921191 10.1643954 11.7225343 8.5330330 7.8902290 8.3488636 12.8729244 4.9334027 0.2055176 9.6401084 9.5826907 10.2309659 9.9678621 5.2822952 1.6648924 8.5035427 9.3990055 11.7749798 9.7824367 6.0634620 10.3561795 10.4164559 10.2661761 5.8919805 11.6863966 6.7446388 10.0391609 10.7426986 8.8284472 8.3283083 3.8779013 12.5308559 10.2440562 10.2416538 8.2222882 NA 10.5706844 2.4632562 8.3981798 8.4438851 -1.7943573 9.8911050 10.2587273 9.0104179 9.5210996 3.4908781 6.9469472 9.3067993 1.3754009 12.2941856 10.0494012 10.4940579 5.5453290 14.4670547 13.1595401 11.0839143 8.2822957 9.9041848 15.4701518 9.3507755 8.5307855 10.1176210 5.3347649 10.4471655 7.7581492 11.6067597 8.4258583 13.2563916 2.5481653 9.3200295 9.9831464 11.0238626 8.6628610 4.0881246 9.7595893 9.2188027 12.1165912 8.2402790 15.4644023 10.2600845 10.5164962 8.3628271 10.6837442 NA 5.9469460 11.7403909 11.3951503 8.3166160 4.9334027 8.6020849 10.3794696 8.3564969 11.0238626 9.0827643 9.0462580 9.1560360 9.6348869 -1.7943573 10.1078552 8.5913424 9.7295320 10.2962542 9.3741522 8.8502378 11.7825053 9.4786930 13.1376026 5.2607634 0.5273707 9.8867186 8.9968141 9.1545774 10.3514123 0.2055176 5.0634598 4.3140076 13.3780639 9.2822957 10.8985315 10.7932577 10.1701820 8.6159316 9.1604034 4.7600666 7.1683763 10.8515888 11.3437520 9.7805467 11.4373104 10.8639148 9.1494601 9.0383701 10.2859646 5.7446401 3.4149338 6.2444000 7.2333858 2.9603634 0.7904384 9.9749048 12.9929236 9.7758103 10.7814920 10.0696663 3.2498700 10.5009621 7.8511387 9.7090774 9.1123707 7.9802670 9.2702229 6.6401090 6.6861083 8.1421183 9.3953047 11.8088747 11.2714011 13.0358468 8.8804140 11.2409666 9.1698211 10.1906105 9.8026017 8.5739868 -0.2095616 9.0359953 11.4511814 7.3066678 6.8400011 9.9316983 11.3213366 9.4740223 10.3315393 11.2582180 10.6860179 6.2054805 9.7344226 8.1656125 5.3244218 8.0128351 1.7904384 8.8946047 7.9670314 12.7031449 10.5290980 8.7172329 10.6566913 9.7814920 9.9180072 6.4051517 10.5756226 8.5341550 8.4510330 10.6130135 2.7290524 4.6973346 9.0160519 6.2163714 6.6649123 5.2167071 10.7769958 6.4769438 10.6020983 6.9928273 NA 1.7904384 10.7847961 10.3201985 11.4785472 11.4089811 11.6216179 8.9860201 9.7762846 6.3878243 11.9435724 11.3861664 9.8985314 11.9235849 -1.7943573 1.3754009 0.2055176 9.9835573 8.8484345 10.2779478 2.7904384 13.6417037 14.2553500 11.4996701 8.0327913 10.1973563 -1.7943573 1.0128547 -0.7946075 -1.7943573 14.7154407 9.2443990 9.9686926 12.2508986 NA 8.9282877 9.0527254 11.4071446 7.6169913 10.9359503 9.1567649 9.6463494 8.5750774 9.1748668 11.4808772 10.1723461 10.2832973 11.2264601 8.1955843 9.9553411 8.9536729 11.3844562 5.8170220 8.4592566 10.1168722 0.0000000 -0.0023553 0.0105640 0.0884030 0.2755300 0.0077783 -0.3100300 -0.0022168 0.0024969 0.0000000 0.0000000 0.0000000 -0.0023553 -0.0023553 -0.1464400 -0.1464400 -0.1464400 -0.1464400 -0.0037395 0.0884030 0.0034687 -0.2734400 0.0084743 0.0084743 -0.0070600 0.0019418 -0.0014301 0.0119890 -0.0092666 -0.0162730 0.0024969 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 9.9703517 6.5805194 10.0438962 6.8507057 -0.7946075 8.9678623 10.3266899 10.4671637 10.1593128 11.0557334 10.5115419 2.7290524 6.1538479 9.1531170 5.1057451 7.7310013 10.9796495 6.6401090 1.9059285 6.8493363 6.6442716 0.7904384 8.9645361 8.1273212 11.5672568 11.3000527 10.5514730 8.1538474 1.9059285 -1.7943573 1.5274207 9.4348999 8.2333862 9.5837750 -0.2095616 7.4173682 10.745366 10.655403 7.847532 10.539195 9.048616 6.786681 11.217930 5.205479 10.108609 9.644792 6.531910 6.713275 10.329925 8.086594 13.152660 9.713770 10.544773 13.444258 13.001215 8.593498 10.284965 10.024062 9.840745 9.467575 6.216707 12.797879 8.857429 9.333474 6.032028 3.597793 10.250216 10.084298 13.339305 10.793023 13.137603 9.543659 8.664912 11.736618 11.158949 10.170182 15.519488 11.437310 12.385545 13.333072 11.137510 3.527408 10.978207 10.063850 11.377595 9.395305 7.946947 9.799338 13.016052 11.642712 11.635016 6.094223 6.308769 7.316616 10.810728 12.786857 7.222289 NA -1.794357 10.287629 12.624321 11.489143 7.342471 10.673850 11.7329572 13.2753075 11.3000527 11.3087680 10.1643954 7.6296466 11.2359749 7.1683763 9.0919389 6.7485122 10.9214421 5.8919805 7.3113887 12.8045893 8.6710467 11.9307399 10.7793640 2.2054864 12.9871472 7.5235714 6.9637030 8.6787494 9.8229476 10.4459734 5.8421039 9.5712559 10.1831179 8.6608074 10.8102650 8.0696662 12.3373371 11.1950521 4.1123749 12.0767116 10.3463099 10.6401083 2.3754009 11.7538204 10.0804615 3.7290415 10.3240968 8.2809591 9.3405480 8.7781803 10.0696663 9.6532039 6.2111057 8.1596766 6.3087686 11.4511814 10.5335940 11.1730667 12.7031449 9.9641198 10.5840460 10.6130135 10.6928178 7.3678716 7.4954993 9.9595325 9.7412415 0.2055176 3.4149338 -1.7943573 10.5143880 11.3551034 9.8690382 2.5274207 8.9282877 7.6191078 10.4534077 TCGA-BP-4999 56 0 NA 1266 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 4 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.99433760 10.07639702 8.96656342 8.98205980 8.38997028 9.32783464 NA -0.00853711 4.98205809 6.10604884 10.68297370 8.21235728 11.39405963 11.78566661 7.73557633 9.48347179 11.47610338 12.04612316 13.95285007 10.34381619 11.67119172 8.50401252 9.04076123 8.04095378 10.22838991 6.68155046 -0.88843446 10.41261102 9.27848593 10.22478614 9.80996567 4.13406483 2.35963361 8.10746243 9.51577217 11.02308711 10.13475641 5.56290484 6.95404505 10.21760358 10.35576160 6.19384466 9.67441457 3.24097064 10.54580200 11.11310329 7.99891588 8.49215603 2.81212852 10.82271669 9.94300236 10.51975939 8.06443614 -1.88843446 10.63126993 2.53393706 8.91743892 8.07747962 1.11169907 9.71856301 9.85274063 8.93665384 9.19256604 0.11169907 6.23581703 8.37613755 3.63525522 11.49701831 10.13544945 10.52638030 8.01407014 11.73838976 16.02706685 11.23646266 8.43127695 10.76027743 15.55681506 9.71439390 9.01933691 9.54162480 5.45154413 10.11310336 7.66244194 10.29004869 7.31626614 12.68089804 2.42277122 8.14243131 8.74922552 11.58844129 8.78765219 4.28161666 9.34111470 8.53375995 11.92075981 8.22283064 15.22382394 10.57087055 9.57421279 7.98821204 10.48319948 NA 2.50401014 11.96928740 11.50923607 8.36317765 2.81212852 7.42230786 10.02906715 7.31136778 11.00632341 9.17711128 9.42684465 9.59097022 9.33388635 NA 10.16799411 8.86741713 9.27534467 10.71114305 9.49269723 8.89059352 11.48514487 9.50990443 12.15813704 4.41547475 2.63526683 9.94498052 8.99972299 8.94695597 10.24033389 -1.88843446 1.91903492 6.21498348 13.38239193 4.98205809 10.88297824 11.66172034 10.01632972 7.96344407 8.88400960 2.91905399 6.77703039 10.84195292 11.56045670 9.98629232 11.55680438 11.14063712 8.65858960 7.15881869 10.84216528 7.01557674 1.91903492 5.78411918 7.79293342 1.81212852 0.11169907 9.67202802 12.71561116 8.69759661 10.28130704 10.18315746 3.75295192 11.17896139 7.56496571 10.10591414 11.95708713 8.15745456 8.95325942 5.51257456 6.71491312 9.99777267 9.39940739 11.71485780 10.83236686 13.95968222 8.88003651 10.93366831 9.16426310 11.05585811 9.66388379 9.49377861 0.11169907 9.87241509 12.08404672 12.10732272 8.24739162 10.07314475 11.55074679 8.61948968 10.36613323 11.01820992 10.74059622 6.00043725 9.22217834 8.62139110 5.08897688 6.41090243 -0.88843446 9.73557667 7.44037005 12.77124511 9.44931705 8.23063630 10.91743899 9.74287209 9.89346460 8.21498300 10.26080395 8.80169316 7.39940782 10.44820171 4.04243422 5.13406483 8.24355199 1.81212852 6.12292322 5.00517988 10.82658455 7.54005518 10.48863440 6.95840771 NA 0.11169907 10.75442373 10.67608278 11.47391291 11.24884635 11.37423046 8.56290637 9.15716122 5.30625495 12.53769771 11.79315316 9.89592103 12.10578331 NA 0.69661707 -1.88843446 9.97626825 9.02533255 9.71207263 6.84978789 13.31025524 15.25444038 12.10684393 8.15595258 9.86323910 -0.30329392 NA 0.11169907 -0.88843446 14.51105648 9.03799109 9.67727320 12.30260006 -1.88843446 8.89714753 9.05379911 11.33916066 7.46042313 10.55619238 9.20114569 9.82808585 7.93506248 9.22998728 11.06970398 10.65012656 10.13994650 11.14115488 7.93506248 10.03279224 8.78235123 11.27251193 5.54823932 8.48815707 9.58133693 0.00584310 0.00221930 -0.47157000 0.44715000 -0.00273330 0.00513590 -0.01257600 -0.00193990 0.00416320 0.00263570 -0.00020677 -0.00083160 0.00221930 0.00221930 -0.45394000 -0.45394000 -0.45394000 -0.45394000 0.00000000 0.45632000 0.00221930 0.00513590 0.00907150 0.00907150 -0.00968060 -0.00318590 -0.00207840 0.01140000 -0.01354000 -0.00678130 0.04358200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0698853 6.5670221 10.7841205 6.9941848 -0.8884345 8.5823539 6.3260141 11.2320140 9.9642246 10.9965944 10.1700252 1.9190349 6.7410516 8.8379133 4.8988130 8.8590489 11.0255195 5.5125746 -0.8884345 6.8430140 4.3405124 0.6966171 9.0365077 7.2176039 11.0010926 11.3940596 10.7983904 6.9158256 0.6966171 NA 1.4336005 9.4392477 8.3982529 9.0904057 0.1116991 5.5793009 10.5947551 10.8955119 7.3548691 10.6631630 9.3584356 4.5040101 11.2598539 5.1003806 10.1382185 9.0409535 6.1938447 7.0975371 10.6658043 7.7770310 13.2777012 9.7819088 10.5037442 13.8307095 12.7269925 8.3979873 9.7387729 9.5494472 7.0453862 9.5390079 6.3690826 13.2154337 9.5379599 11.3158077 6.7190260 3.2409706 10.0904056 9.5965180 13.6918064 10.4861912 12.1581370 9.7605021 8.4426118 10.6940724 11.1750902 10.0163297 15.2738209 11.5568044 12.3172593 13.7307401 11.1921796 2.1116991 10.3566534 9.9650047 10.0431713 9.3994074 8.3039880 9.7351193 13.2001521 10.0760359 11.6577443 3.3596196 5.4154747 6.7116078 11.1732351 12.7617371 6.8198483 -0.3032939 NA 10.5476257 12.6464843 11.6233057 7.8430140 11.3937700 11.3524864 13.4067465 11.3940596 11.4761034 10.3438162 6.6662837 11.5181659 6.4291071 8.9270784 6.4245778 10.9455735 6.1938447 9.0387322 13.5149801 8.4448505 11.8856585 10.9822525 2.1991541 14.3903079 6.3172444 6.4426118 9.2704374 9.6035483 10.6943076 4.5546380 9.6377051 9.7287033 8.5179000 10.8676259 6.4017141 10.7171746 11.6860521 2.4336272 11.7832362 10.0383617 10.3165719 2.2816092 11.7806908 10.3217576 3.9943353 9.6239418 10.6612391 9.3039880 8.8773955 10.1831575 9.2280130 2.9190540 8.8173275 5.7981957 12.0840467 10.5082999 11.4447106 12.7712451 9.9402283 10.7514880 10.4482017 10.5218814 7.6293646 6.7699066 9.6224593 9.5221464 1.2816092 5.6527131 0.9190731 10.4468062 11.4098966 10.1533543 5.1991580 8.8971475 8.1791293 10.3021371 TCGA-BP-5000 40 0 NA 563 kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.670033e-07 4.508417e-07 10.2564102564103 33.3333333333333 17.9487179487179 28.2051282051282 10.2564102564103 8.2864062 10.7154884 9.8573618 7.9460658 9.7108219 7.2988975 5.3637493 8.2620948 8.6257914 NA 2.6989296 4.7628431 6.2222752 10.0835696 8.2653445 10.6145933 11.7549328 5.4258084 9.0907711 10.0702727 12.0039535 14.8862811 10.4413856 10.7189784 8.6373132 7.5034123 5.9955049 14.2933806 7.4105421 -0.1440103 8.9487106 9.0943583 10.6479305 10.3316871 3.3795101 -0.1440103 9.9213698 9.5710577 11.5740584 9.2621585 6.7568205 10.2748603 9.3508093 10.7065312 7.4743395 11.3319403 4.7628431 10.6479305 10.3153852 8.5476970 8.1846284 3.3153923 11.1944115 10.8013975 10.1419338 7.6471166 3.1778859 10.2244164 NA 8.8573618 8.1274166 -0.1440103 10.1688366 9.2727511 8.9993368 9.8460717 3.3795101 7.1367246 9.4623589 6.2309926 10.9260746 10.7174283 9.1688366 5.7263190 10.6665092 13.6835444 11.0889740 9.6066606 10.3533065 16.1922335 9.3873352 8.3296596 9.0445425 5.1413551 9.4220078 7.5906634 11.2455850 7.7568205 12.6739366 2.2619520 8.5934714 9.6769303 11.1006148 8.9085217 2.0258793 10.1227401 8.4333826 11.7995673 7.0847723 15.4403282 9.0593017 10.4760359 9.3548028 12.4423243 NA 6.9274165 14.1099488 10.9800749 8.4371541 2.8559498 7.7045767 9.3696813 9.5407023 10.3562976 8.1459724 8.8130558 8.5195116 9.2046817 NA 9.4076618 9.2674646 9.7053587 9.9572727 9.3123080 8.1620151 11.2498750 10.1534431 12.4598118 4.4706605 1.1778540 10.2498804 9.3266124 9.2905818 9.5957343 1.1778540 6.7014437 5.6888434 13.8267336 9.2546973 10.8224591 13.7639709 7.9354385 10.7507714 10.9270807 4.2482692 6.8783219 10.3286445 10.5927783 10.5986841 11.2045739 9.9240601 8.3951125 8.2801198 10.5701992 7.0702723 2.6632991 4.4706605 9.7530427 1.8559498 -0.1440103 9.6681310 12.7305508 10.1620154 10.9996557 9.0726994 2.6632991 9.8914401 8.4067003 10.9499950 10.5314697 6.1320771 9.3478067 8.1711032 6.7507713 9.5779073 8.0158248 11.0408290 11.7953492 12.8526919 9.9920348 12.7278589 9.1390420 9.9186744 9.4446683 10.3255954 1.1778540 7.8866209 11.0460869 9.0133637 7.8417958 9.2864062 11.0196033 8.6503697 9.9625166 11.7664090 11.2002496 6.6951573 10.2168007 9.4732467 5.9003476 8.3009684 -1.1440103 8.6454873 5.7866904 12.7645339 10.6641134 9.0433057 11.3309270 10.6828993 9.2024674 6.7688433 11.2430959 9.5327923 8.1274166 9.7777946 0.4409522 4.9003500 7.6951573 7.3235592 8.8601742 3.6108418 10.3337119 6.8503069 10.3367439 6.1071041 NA -1.1440103 11.1899475 10.5476972 11.4196266 11.0672336 11.3301665 8.3296596 7.5699239 6.4825385 11.6085433 10.8072383 10.1488504 10.8724137 2.9434150 -1.1440103 -1.1440103 9.7992010 9.9787817 9.2780184 6.1597341 13.9393083 14.1181953 11.9742459 8.1406391 10.4679006 0.4409522 0.8559897 0.4409522 -1.1440103 13.9473890 7.2091004 8.8432176 11.9114055 -0.1440103 7.6536154 8.5784878 10.7282437 7.1180482 10.7900130 10.2858834 9.0457782 9.6389519 9.6348521 11.2396579 10.4912183 9.2320791 10.8061450 8.2157033 9.5415785 8.8145062 10.7874299 3.8559498 7.9322614 11.7008555 0.04244900 0.00069327 0.02146300 0.03326700 -0.00761010 0.35888000 -0.00204400 -0.01629200 -0.05496000 0.04244900 0.04244900 0.04244900 0.00069327 0.00069327 -0.44868000 -0.45554000 -0.45554000 -0.45554000 -0.00995650 0.03326700 -0.41333000 -0.32635000 -0.39786000 -0.39786000 -0.00204400 0.00402430 0.00777830 -0.40627000 0.00917050 -0.03939400 -0.07015500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.246 -0.246 0.000 0.000 0.000 0.000 -0.323 -0.016 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.033 0.359 -0.398 -0.398 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.246 -0.246 0.000 0.000 0.000 0.000 -0.323 -0.016 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.033 0.359 -0.398 -0.398 0.000 0.000 10.2509521 7.2046817 9.6199958 7.5046347 -1.1440103 9.9267455 10.8478297 10.3257175 8.8545440 11.8245143 10.2282746 2.1778859 6.4258101 10.2504163 3.1038836 8.8629810 10.5842993 8.1711032 0.4409522 7.0208611 4.9003500 1.4408991 8.9085217 8.0629679 11.2444392 10.6145933 11.0279904 8.0333734 0.8559897 0.4409522 0.4409522 10.3153852 7.7077029 9.0593017 -0.1440103 7.6471166 10.025879 10.386848 9.014563 10.740887 8.684090 7.886621 9.673737 3.943415 9.977487 9.617505 7.379515 7.499810 9.817403 7.315385 12.826149 11.560073 9.846058 12.961207 12.626101 6.521289 9.147124 10.429127 7.908522 9.728629 6.433382 13.132078 8.882477 8.871369 6.676132 2.943415 10.191902 8.224460 13.147052 9.540702 12.459812 8.907163 6.637313 12.662906 9.933437 7.935439 15.564135 11.204574 10.924060 12.624862 10.421532 1.177854 11.375344 9.024626 11.010772 8.015825 7.303037 10.069058 12.515727 10.465132 11.421770 4.878323 6.990380 6.204683 11.052556 12.248674 7.294746 NA NA 9.129749 12.790382 10.835915 6.964478 10.499359 11.314873 12.423434 10.614593 10.070273 10.441386 7.692004 10.927751 5.395111 9.477090 6.470664 9.948050 7.474340 7.836093 12.356784 8.605823 11.585787 9.774071 2.315392 12.913184 7.075848 6.339770 8.205788 10.240737 10.275914 5.570199 8.466979 10.033996 7.717040 12.264814 4.943415 11.989096 11.575342 1.177854 11.840550 11.241816 10.513719 2.025879 10.154589 9.385384 3.556393 10.091968 5.821738 8.035863 8.278018 9.072699 9.446587 4.738595 8.932769 6.410543 11.046087 10.569340 10.651993 12.764534 10.846767 10.926075 9.777795 11.528600 8.186870 6.230993 10.022744 9.860876 2.315392 4.103884 -1.144010 10.342789 12.279500 8.571916 3.610842 7.653615 7.903077 9.810877 TCGA-BP-5001 43 0 NA 1177 kidney stage i t1b nx m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.50072558 5.85886873 8.37004742 10.75792898 10.59213071 10.41791115 11.10679657 4.34605625 8.95717113 10.80748590 12.56144140 13.49181272 10.44588527 10.94160953 8.16342980 6.36354432 5.54309370 10.30199968 8.01087213 -0.01144255 9.06398363 9.30478595 10.75586124 10.74506065 4.11778645 -0.01144255 7.84959151 9.60780725 10.20160862 8.30138736 5.80868365 5.95428938 9.29342613 10.52183410 6.50420405 10.05593869 5.76986428 10.53105263 9.93833108 8.21732282 9.66092969 1.57347148 9.36571484 10.61512603 10.32556867 7.92219487 NA 10.53119770 -1.01158797 9.21732306 8.23643187 1.79585005 10.02330332 9.18202978 8.55265373 9.50715757 2.31042738 7.21732282 9.10354799 3.79586044 10.75420482 11.92624599 8.10484822 4.15842590 10.00232250 12.49803196 10.35591914 9.50707886 9.55836006 16.68028877 9.61694999 9.07198357 8.98709486 5.60321388 10.17399924 7.63596257 12.12341194 5.07596897 11.32277763 3.35658050 8.57500632 11.47960588 11.60022082 8.68199137 1.98852110 10.23761785 7.58096175 12.48448428 6.51206566 14.80423963 8.38510916 10.08942943 7.59583482 11.20978939 -1.01158797 2.79585005 14.63427536 11.91665257 9.58469404 5.55835948 7.32389513 9.67149896 6.25529111 11.85732693 8.97576831 8.31268468 8.39577232 9.25294685 -0.01144255 9.59213071 8.87724762 9.96578428 10.35263904 9.23761773 8.40001527 11.04915637 9.83242533 11.81306540 1.31045646 1.31045646 10.03153167 9.44177498 9.74756027 9.86578847 1.98852110 8.08390157 7.97434633 13.62829725 8.43558776 11.56899847 14.93662060 6.83399439 10.81862340 10.68894412 3.44793619 8.34165136 9.54979237 10.42261125 10.40635692 11.15397040 9.85346427 8.61421328 9.35373327 10.44228937 6.24589302 2.31042738 3.44793619 8.61421328 2.15843398 -0.01144255 9.78373231 12.74693579 9.41267061 12.37490577 8.71982345 3.35097807 10.99447974 8.90885733 11.28090367 12.42326288 6.01087157 9.44998389 9.10744543 5.34605625 10.48185946 7.66093004 11.04243025 10.94233702 12.12469446 9.99275993 12.87648650 8.83712740 10.18878997 9.32165982 11.93193494 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9.24967074 6.63235984 10.71259183 5.24626746 9.74468536 11.29371114 0.00152550 0.70086000 0.00000000 -0.04791500 -0.05104200 -0.00827320 0.00666530 0.01249200 0.02918400 0.00152550 0.00152550 0.73587000 0.70086000 0.73758000 -0.75294000 -0.73029000 0.00000000 0.00000000 -0.01990700 0.00861350 -0.00899060 0.00055459 0.02468800 0.02468800 -0.00576710 -0.00456950 -0.01917700 0.02595200 0.00917050 0.01712400 0.02918400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6328113 7.6609300 9.5228073 7.8500568 NA 9.7958593 8.9013937 9.8788751 8.5790915 11.9154656 9.7198234 2.8953996 6.1382513 10.2328682 1.3104565 9.8014838 11.9231167 9.1074454 1.7958500 8.1659240 4.3460563 1.3104565 8.2529468 9.3925815 11.5772518 10.4179111 11.3826347 8.1407894 0.5734715 NA 3.0759604 10.8882389 8.5697049 9.2831252 0.9884847 8.0383528 9.51304615 10.24116984 9.22690898 10.29228516 8.85114186 7.15842893 9.90960152 3.44793619 9.15215400 10.03699118 6.58096099 7.60321388 9.34935134 6.66798435 12.34797942 11.52863241 9.69154271 13.83070737 12.60229383 6.51988625 8.02742336 9.24824758 5.76986428 9.28656700 6.82770853 13.16202535 8.05996684 8.25996730 5.93101875 2.79585005 9.98920856 6.92514256 12.93860455 10.99342706 11.81306540 10.02810884 6.60321388 8.36571484 9.63596275 6.83399439 15.64975360 11.15397040 10.03494625 12.20797543 10.33057901 1.98852110 12.04429517 9.78373231 10.06063690 7.66093004 8.65738920 9.87724762 12.09113624 9.98497791 11.00983142 4.54309370 7.51206646 6.71642440 10.76411464 13.58294560 6.58841782 -0.01144255 -1.01158797 10.27275014 12.15654963 11.14536801 7.35482679 10.38831634 11.5881848 11.9763013 10.4179111 10.8074859 10.4458853 7.2364323 9.4753395 5.0108738 9.3183008 6.4063564 9.6958635 6.5042040 6.5884178 12.0657958 8.8150528 11.3424782 10.5164700 3.6889412 14.0611813 7.0753839 6.3722086 9.5896901 10.7227906 9.8174341 5.0545924 7.2968437 10.2640469 8.2125061 12.0527419 4.1979597 10.9269813 11.0229595 1.3104565 12.5228072 10.8284954 10.6767547 1.5734715 11.2640469 9.6837326 3.4479362 9.5902751 5.4803588 6.5884178 8.4723200 8.7198234 9.7646660 4.0328943 9.6178610 5.5734654 10.6640204 10.5017385 9.8198115 12.6667744 11.0454807 11.3875152 9.9441542 11.3039370 7.6854721 5.0545924 9.8863499 10.2227231 0.9884847 7.4189573 0.5734715 10.2917143 13.9691817 8.2458921 5.6323613 7.8182268 7.8953947 9.8795286 TCGA-BP-5004 53 0 NA 1126 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.075084e-06 2.427609e-07 5.26315789473684 23.6842105263158 15.7894736842105 39.4736842105263 15.7894736842105 9.27686767 11.15857100 10.44969920 6.09471112 10.62067429 6.81163928 NA 7.93536545 9.72724676 NA 1.63240782 4.97369392 6.24173152 9.46340993 7.25415750 10.69593398 11.95335903 8.48676545 10.77653510 11.32698809 11.90285544 14.89543659 10.15790988 11.60499403 7.78619381 8.52315967 7.96767183 11.17728841 5.62904765 -1.93346300 9.35911525 10.31947049 9.97256816 9.19221858 2.71065768 1.38874060 8.76116292 9.77070865 10.68794119 9.08639581 5.67413576 3.62139550 10.50221492 10.56440751 5.08917185 10.38421768 8.96540654 10.43558432 11.10349384 7.95250131 8.37628127 2.65177501 10.34699588 9.71246355 10.61827307 8.40331161 2.82168981 10.65991136 2.34553831 8.92944247 8.42765226 0.87412808 10.17042072 9.46501432 8.66485755 9.66197401 0.65177501 6.24671400 8.85273985 1.52621908 11.89563575 9.41276459 11.59342656 4.98566892 11.90083361 13.07864381 11.55389141 8.73746132 9.80193804 14.50807963 9.49097138 8.55464525 11.10435206 5.03259018 10.03258936 7.15161329 10.14161556 7.81499767 13.19451735 1.62751346 6.60662285 9.42820061 10.44753674 8.88378880 2.15425915 9.37172678 8.35567132 11.98799516 8.53032947 14.73322730 10.91327488 10.59122190 7.79982039 11.67575292 -1.93346300 4.17533297 13.09889387 11.69934597 8.22162337 5.27625843 8.27381937 8.82669339 7.26402216 10.79876047 8.94101796 10.27290372 9.49673476 9.19737570 NA 10.60620624 7.83664310 9.84159218 10.57112756 8.52521188 9.70478847 11.61969746 9.69068649 13.52485917 0.06681251 1.23670690 10.07663365 9.65555720 8.83746899 9.86972523 NA 4.42435780 6.40219519 13.66037127 6.67782956 10.13053723 12.84549826 9.48834409 8.50974849 8.95706924 3.94945089 7.71785666 10.30102376 11.58312067 10.31473255 11.39570576 11.07820706 9.04837243 8.96465046 10.57484742 5.45912337 1.52621908 1.38874060 7.66485755 -1.93346300 -1.93346300 9.65832736 13.64464692 8.98044237 10.85898532 9.75636634 2.23673751 10.57732204 8.07803229 8.48155365 8.18833861 7.68702498 9.05903534 5.45912337 7.23422347 10.30640363 9.85837504 11.39056355 10.59477069 13.06274884 8.72046522 11.41774426 9.32772463 10.27229292 9.66474593 11.57373248 0.87412808 8.53848035 11.36042041 10.84131423 7.59469260 9.44996924 11.43640241 6.97669815 9.98417718 11.32419293 10.77200546 4.72501581 9.76854479 8.58573361 3.84816721 6.86446599 -0.34831682 8.50974849 7.46981680 12.03322042 8.50559682 9.35797573 10.99013255 10.54380440 9.45643635 5.80827177 10.65314056 8.82336151 7.07803229 10.34902474 2.23673751 4.08917608 7.43967051 5.97969384 7.77416439 3.62139550 11.44198029 6.15426725 9.01510669 6.94273852 NA -0.93318749 10.73524689 10.14027725 11.21178191 11.28733457 10.89732030 10.56615272 9.01881830 5.87100084 11.09764464 11.53351887 9.51181985 11.75702137 0.87412808 -1.93346300 0.06681251 9.88818052 8.61562706 9.57559030 7.70704985 12.95569099 13.89595795 10.74298254 7.07181200 9.95250146 -0.34831682 0.06681251 1.97368474 NA 14.92939401 9.30819248 9.65364495 12.29584919 NA 8.78448141 9.11171133 11.30893715 7.24919975 11.22636113 9.75854853 10.40943538 7.86770500 8.47088212 11.39842183 11.58053266 9.72278295 11.44007806 7.51801654 9.67333063 7.32419315 10.61345844 5.85078442 8.33622402 9.11529184 0.0087528 0.0000000 0.0118180 0.5107200 -0.0412610 -0.5605200 0.0054139 0.0087528 -0.1003900 -0.5699200 -0.5699200 0.0087528 0.0000000 0.0000000 -0.5533700 -0.5533700 -0.5533700 -0.5533700 0.0027745 0.5286500 0.0094266 -0.5396600 0.0223040 0.0223040 0.0052749 0.0093098 -0.5711000 -0.5614700 -0.0105080 -0.0249350 -0.1003900 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 10.3256655 6.3705863 9.8187675 7.1479152 NA 8.9494483 10.0857007 9.9692970 9.2209903 10.2450187 10.5351746 -0.3483168 6.1166538 8.9982813 3.9676759 9.4809618 11.8644666 5.4591234 1.7672310 6.8965274 3.0209999 1.0668125 9.0137112 6.9340836 10.3997256 10.6959340 10.8651270 6.8283561 0.3886855 NA -0.3483168 8.8074290 7.8200219 8.9834309 -0.3483168 5.2859718 10.720098 10.752430 7.836643 10.533391 8.562660 5.688857 11.072079 5.886984 9.979320 9.932925 6.226676 5.681514 10.366299 6.570631 13.332457 9.419952 9.915037 13.303343 13.006843 8.690632 9.041220 9.364295 6.111198 9.639505 5.066804 12.519046 8.872549 9.565654 4.973694 3.066813 10.205397 9.850213 13.892435 9.880987 13.524859 9.534920 8.857154 7.393234 9.991618 9.488344 15.549700 11.395706 11.961528 14.437169 11.175003 0.651775 10.067157 11.155593 11.043011 9.858375 8.255394 9.998281 13.412661 10.191896 11.244225 4.509747 5.055491 3.621396 11.593182 12.523031 7.178097 NA NA 9.949448 12.366514 11.611881 7.317103 11.086048 10.64187157 13.17904094 10.69593398 11.32698809 10.15790988 6.71066181 10.73014080 6.17009331 8.31591849 5.45912337 10.42215614 5.08917185 7.02970134 12.90075162 9.45858563 11.65797676 10.42353216 3.06681251 14.61424189 7.68750166 6.57063142 9.59333864 10.47221247 9.39716185 4.11119828 9.34815561 10.60013481 7.35682432 10.69889146 6.76724428 10.85368726 10.61514535 -0.34831682 11.92895811 10.24391312 9.64187148 2.45911681 11.44861837 10.19576602 2.06681251 9.81331945 8.41331863 9.43749243 7.60208046 9.75636634 9.32425189 3.35220767 8.81751198 4.23672986 11.36042041 10.33242017 10.46474708 12.03322042 10.02281817 10.97969442 10.34902474 10.53007396 7.48465778 5.21655187 9.55213130 9.35162921 0.87412808 6.66916995 0.06681251 10.54000343 10.68914747 9.38760574 3.73923245 8.78448141 7.62139403 10.50169390 TCGA-BP-5006 61 0 NA 840 kidney stage i t1a n0 m0 male 2007 NA NA NA kidney 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13.9721988 9.9346622 12.5751020 9.0596430 7.7642659 7.0725517 12.0254204 9.0361132 15.6869026 12.0838103 11.2206081 14.0902457 10.5134845 -1.6452094 10.8232443 10.8369264 9.7874166 9.0014335 7.7557542 10.1423693 13.0762410 10.0317135 11.3903613 4.3992668 5.7895023 5.7811394 11.5800822 12.4309388 6.9914992 NA NA 11.6789147 12.7815982 11.0613449 7.5618890 10.8009242 11.4118511 12.6391929 10.7168186 10.7342532 10.1614244 6.0827962 11.7774653 5.5046204 8.9933106 6.2617659 10.1897408 5.2003631 7.4370238 12.9855867 8.9075439 11.6673324 10.4931466 2.5247909 14.0539049 5.7348586 5.8705743 9.5035674 10.3793219 9.9104225 5.9094635 9.3485208 10.7732545 8.8356648 11.1644420 6.6309995 11.5139577 10.8945183 -0.6452094 11.4207958 10.5609734 10.4313564 1.1622100 11.1716584 9.6952814 1.5248159 10.1242994 9.7884603 9.2722470 7.5764617 9.1630345 9.2301019 2.8784311 9.0509729 4.6216592 11.1435932 10.4828692 11.2798728 12.8254066 10.7764137 11.3872649 9.4310224 11.1734570 7.5247995 6.0759732 9.9223556 9.2744830 0.6768090 7.2920133 NA 11.5623468 11.4538888 9.4502718 4.7124252 8.5160069 8.5397501 10.0054779 TCGA-BP-5007 45 0 NA 1140 kidney stage ii t2 n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 4 3 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.24474438 8.87397434 9.64183320 7.44637866 9.41397248 5.67537843 12.99159474 9.65782058 9.96530855 4.52854006 2.92282580 10.05701954 8.77320714 13.18945025 10.41257715 12.21673786 9.85201055 8.03587900 11.19123130 9.80492783 8.92966083 15.92621215 11.17942104 11.44654883 13.79719648 10.96911012 -0.01581171 11.13565645 10.72540307 10.85971041 8.77754925 7.97100719 9.73854780 12.80957335 10.39183881 11.48638581 4.48671437 5.96910904 7.28495084 10.98186692 12.70851768 6.46534437 -0.60077421 -1.60077421 10.54295659 12.77599039 11.47837922 7.63287382 11.00589103 11.5669863 12.7282099 10.8886007 10.9063058 10.2470949 7.3446980 11.6205395 6.1608053 9.1707440 6.3765352 9.9557606 7.0927413 7.6495530 12.5985994 8.7245599 11.8662231 10.5704313 2.5691751 14.1240881 6.7807537 6.3240671 9.3192352 9.7110029 10.2478774 3.8911081 9.3454296 10.5757394 8.0358790 11.1007776 5.6280737 11.2826615 10.7713033 1.2065807 11.7767362 10.4602881 10.6150908 0.9841883 11.7614723 10.1343874 2.9228258 9.7312910 6.3707972 8.4959697 8.8658409 9.4680328 9.4142791 4.6660407 9.4497834 5.2194319 11.2062068 10.4930022 10.8762538 12.8690235 10.4589369 10.9459079 10.1528892 10.8041300 7.6352690 5.7568071 9.7385478 9.6394496 0.7211539 7.3534512 3.4867144 10.4972866 11.9892169 9.4299216 4.7568045 8.6424287 8.1524714 10.1436679 TCGA-BP-5008 46 0 NA 1071 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 7 3 8 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.0891655 7.2794239 10.4082298 10.6333035 6.0108089 11.3745668 7.9990180 10.4328541 11.3800969 8.2541381 8.2341597 3.3919052 10.6473999 10.0361674 10.1045735 7.9561031 1.2626136 10.4809401 2.1685458 9.2969474 7.8248582 0.2626737 9.8517990 9.9943594 8.9905366 9.6075667 2.7220506 6.8956116 9.0133230 2.0699771 11.7574717 9.6240117 9.9297277 6.4524406 11.3968113 16.2934017 10.9431954 8.7434062 10.2087913 15.8106703 9.5393221 8.4098211 9.9168046 5.2626173 9.7539682 7.2766362 10.1951999 7.6091300 12.9050627 1.4389315 8.3166639 9.5681079 10.8174447 8.9279521 3.2168118 9.6409110 9.0108089 11.9767542 7.8754846 15.1668992 10.0245827 9.5309067 9.1018200 11.1356756 NA 4.7383517 12.1278661 11.5603922 8.2946616 7.4072746 8.0602777 9.9960552 7.6091300 11.0314207 8.9543595 9.0497024 9.1627282 9.1926141 -0.7374466 10.2724447 8.9270633 9.5387405 10.5623965 9.3206079 8.4829943 11.8906640 9.8367365 12.3828540 5.6024658 2.4325319 10.1037873 9.2781149 8.7302215 10.2305628 -0.1524841 5.4817833 5.3711406 13.6106180 11.2047640 10.5558003 11.1992540 9.6113443 8.5235357 9.1033940 4.0699685 7.4745042 9.7891153 11.2642002 10.0369913 12.0387406 10.7494511 8.8362634 9.3131449 10.8676325 7.8773259 3.6549281 1.9630672 6.9385728 4.2168118 0.2626737 9.3467601 12.8778434 9.8286701 10.8049225 10.3046174 4.0164339 10.7512095 7.9028611 9.6526722 10.6993276 8.2284002 9.0233360 9.0883698 7.2034293 9.7210228 9.2160850 11.6044128 10.9563208 13.5239397 9.0103642 11.3708138 9.1859436 10.8510965 9.1829688 9.8172050 NA 8.9905366 11.3337432 10.4336271 7.7199973 9.8219932 11.3017065 9.3042753 10.5465726 11.5989832 10.9988066 6.1391338 9.6762440 8.7026652 4.6024688 7.0406930 -0.7374466 9.0994554 7.5176450 12.9974315 9.8832941 8.8864977 10.9805067 9.8395728 9.7910702 6.5105442 10.4854773 8.8532032 7.6245601 10.4527494 3.6549281 4.7544707 8.2139008 3.2626136 8.2752408 4.1206008 10.8092694 7.2284002 10.4726786 6.5700895 NA 1.2626136 11.0441807 10.4527494 11.2801205 11.1513593 11.1084981 8.7107324 9.6703778 6.4907129 12.3822868 11.4493493 9.9403358 11.8982209 1.0699771 1.0699771 0.2626737 10.0023966 9.2505907 9.9221660 5.1452576 14.9748878 14.2190830 11.7666902 8.0815495 10.0120665 1.7220288 0.5845777 -1.7374466 -0.1524841 14.3664161 8.7910701 9.5985647 12.2971572 NA 8.3246621 8.9764321 11.2171759 6.5340787 10.0618977 9.4053615 9.8343687 8.5045993 9.2555543 11.4118869 10.7223039 10.1796152 11.1523101 8.0907524 9.7679116 8.6804685 10.8482829 5.1533068 8.0472510 9.6527851 0.00083195 0.00889200 -0.34710000 0.30905000 -0.00875720 0.01070300 -0.00747200 -0.01202400 -0.01945200 0.00083195 0.00083195 0.00083195 0.00889200 -0.32739000 -0.30216000 -0.32124000 -0.32124000 -0.37884000 0.00889200 0.00000000 0.00805670 0.01070300 0.00180300 0.00180300 -0.00747200 -0.00207840 0.00458000 0.00833510 -0.02499800 -0.02260600 -0.01945200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.321 -0.321 0.000 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14.937939 10.286717 12.382854 9.566967 8.467187 10.754970 12.298790 9.611344 15.390822 12.038741 12.341017 14.123267 11.252543 2.069977 10.327359 11.237568 10.665894 9.216085 7.799835 9.847579 13.149789 11.371631 11.523093 5.391898 5.983714 7.726140 11.042951 12.549029 8.030801 1.432532 -1.737447 10.819122 12.915965 11.536416 7.595771 11.340266 11.5811589 12.9935107 11.2582066 11.0017638 10.2124428 8.1903941 11.1794286 7.1205966 9.1903941 7.3042756 10.6149354 6.0108089 8.2905221 13.1389129 8.5480185 11.8464040 10.7694195 2.1695082 13.9147888 8.1243545 6.5340787 8.9281207 10.0158329 10.2950063 5.4817833 9.7210228 10.1399002 8.8764055 11.1538302 7.2960389 12.2631443 11.3796098 1.2626136 11.7514604 10.3025632 10.5681078 1.5845296 11.7610913 10.1356757 3.6549281 10.1642372 8.7484455 9.2925933 8.6190681 10.3046174 9.3111371 6.2051305 8.6560065 7.0699706 11.3337432 10.4826920 10.9903239 12.9974315 10.1604615 10.7238397 10.4527494 10.9473647 7.4866178 6.3606487 9.6998480 9.6403690 3.4325452 5.5294024 -0.7374466 12.5463556 11.2153209 9.8759451 3.8475761 8.3246621 8.1391328 10.3896432 TCGA-BP-5009 52 1 1092 NA kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 1 2 5 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4583110 4.2302645 11.8994306 10.7348825 10.2093728 7.5807590 -0.4134994 10.1064156 2.2868516 9.4268140 8.4490434 0.1713349 10.0355545 9.6903493 9.0084706 9.9953035 4.5636829 6.9744238 9.6070525 -1.4134994 11.3023679 10.5281871 9.5715363 5.1863183 10.9276301 12.8576501 11.2820692 9.6260105 10.0822610 16.0758149 9.2212169 8.5948344 8.4161287 4.9083326 9.5842910 7.5722477 10.5547127 6.8810271 13.0490999 2.8828582 8.9927492 8.7909769 10.7240375 8.5793442 0.5864045 9.6443976 9.2410419 12.1081290 7.8414348 14.4378854 10.1524599 10.9012384 8.7897540 11.6193126 0.1713349 9.2517418 13.2038160 10.8987217 7.9461554 4.3412955 8.4287563 9.1119267 9.3718583 10.7535104 8.7500557 9.0199912 8.9733461 9.2972123 1.7563402 9.9963272 9.1900323 9.3905370 10.3504482 9.2011158 8.1713685 12.1984174 9.4629229 11.7200298 2.1713670 1.1713990 9.8085971 8.8176271 9.1609993 10.0631521 0.1713349 3.6308015 6.8992892 14.1931870 9.5186207 10.7437528 12.0785095 8.7663149 9.5442334 9.9262560 4.3143267 6.6632222 10.9733462 10.9114303 10.9423075 11.1293894 10.2561768 8.6578683 8.9722685 11.2959206 3.7156847 2.7563402 5.9527273 8.4161287 3.5405977 0.1713349 10.3160267 12.8574312 10.8558248 10.3529348 9.2997925 4.9262557 10.0666912 8.0762539 10.0030715 6.0942002 6.3937611 8.9038186 8.6685549 6.7663646 9.0912249 8.3446292 11.3687899 11.6766838 12.7206718 9.5376905 11.9223545 9.3303988 9.9754995 9.8712301 5.9351344 -1.4134994 8.1060420 10.8349265 6.7525693 8.0629296 9.5927319 11.0974173 8.9318113 9.9356872 12.3363801 10.9628027 5.7053476 10.3404582 9.1760195 6.0293491 8.2284575 -1.4134994 8.4065847 6.8437942 12.9295916 10.3487880 8.7550782 11.3591329 9.8924677 8.9957968 6.2798928 10.7221377 9.2650060 8.3529350 10.0585890 0.9083518 4.9439588 6.0126715 0.1713349 8.8555326 4.4932951 10.4857628 5.4932951 10.7673407 7.0609229 NA -0.4134994 10.9159220 10.6968892 11.7506843 11.1304043 11.4848184 7.7079395 8.8654710 6.3250392 12.0409623 10.8476194 9.8758485 11.2468476 -0.4134994 1.3937457 -1.4134994 9.9936737 9.6831211 9.6818029 2.7563402 14.2418528 13.4069339 10.9814045 6.8383140 10.3023680 -0.4134994 0.5864045 2.1713670 -1.4134994 13.7253976 7.9592711 9.0074187 11.7885297 0.9083518 8.5007909 9.1147330 11.0010911 7.7156889 10.9763061 9.5164041 9.1070245 8.7001480 9.4326799 11.1136385 9.9695701 9.2737816 11.2200823 8.0478851 9.9017649 8.8104074 11.0301265 5.2634927 8.5712942 10.9899506 0.00263570 -0.00498440 0.03362200 0.41530000 0.33577000 0.00966160 -0.02041200 0.00680440 0.00763920 0.00263570 0.00263570 -0.00804140 -0.00631700 -0.00498440 -0.41366000 -0.41366000 0.09492700 0.03362200 -0.00816240 -0.00235530 0.00000000 0.03199900 -0.39719000 -0.36918000 -0.02041200 -0.00373950 -0.00069303 -0.42254000 0.04230700 -0.00263220 0.00763920 0.000 0.000 0.000 0.000 0.381 0.381 0.000 -0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.336 0.336 0.000 0.000 -0.369 -0.369 0.000 0.000 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7.5171434 11.1718380 10.5782820 8.7663149 15.0701430 11.1293894 11.4968613 13.1593429 10.8830354 0.5864045 10.5511078 8.7040489 10.7790069 8.3446292 7.7588335 9.9701102 12.7773109 11.0414762 11.1925798 3.1099623 5.7156902 6.5864060 10.9668670 12.4039892 7.5521903 0.1713349 -1.4134994 9.6396531 12.7814705 11.1298438 7.0334891 11.0134568 11.4159305 12.6215487 11.0654283 10.4625391 10.2180378 8.1562616 10.7989023 6.0942002 9.6732055 5.2157640 10.4385453 8.0722350 4.7762303 12.5553103 8.6975417 11.9955316 10.0677008 2.9083326 12.9385183 6.9470337 6.9701105 8.6435990 9.9957968 10.3257646 3.6738730 8.9262560 9.4947986 7.5112182 11.5069449 6.9262557 11.8870445 10.9717291 0.5864045 11.8398102 10.7134330 10.1576846 2.2868516 11.2961359 9.7762305 2.8343269 10.2261988 5.3006509 8.7208322 10.1192488 9.2997925 9.6060661 6.5052685 8.7001480 4.7563295 10.8349265 10.6003497 11.3209039 12.9295916 10.4929208 10.7613316 10.0585890 10.7663150 7.8319589 7.4690492 9.8867585 9.6335298 -0.4134994 NA -1.4134994 10.2184923 11.2929602 8.6870684 2.1713670 8.5007909 8.3677655 10.2811991 TCGA-BP-5010 63 1 878 NA kidney stage iii t3a n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.24194801 11.50030707 8.25267962 8.27250102 2.43962314 10.32361202 10.47242217 10.16904308 7.89173814 -0.02547069 10.27502999 1.26969149 8.96142973 7.97704518 0.26963165 9.41179314 9.64037347 9.14466742 9.55402433 2.59160762 6.40923817 9.71470093 5.51761270 11.87747874 10.83145135 9.75652113 6.69595068 9.65425400 14.19649171 10.82619214 9.26403953 11.43302129 15.58916420 9.35714905 8.58483551 9.43459299 5.02457234 9.09305331 7.36244359 11.28475263 9.23979207 12.08286605 3.91584592 9.48631073 9.18257536 11.01157440 9.17206116 -0.73024868 10.27179787 8.40154301 11.88853041 6.44959439 13.95862100 8.28927703 10.17105079 9.60395935 11.60228219 NA 9.12299567 13.62771912 9.81175069 8.65339041 1.59163155 6.71263017 9.59499149 9.06084911 11.06206976 8.19152712 8.70639759 8.25837099 8.72089713 1.85463404 9.45332147 8.83192853 9.89265301 9.54114909 10.18407123 9.05268433 10.95277720 10.04858455 11.43522124 5.45951031 2.07703786 9.58370279 8.30035348 9.24410072 9.86027318 NA 4.39896596 3.07703786 13.79539043 5.80884580 11.36771822 12.25854828 7.92789764 10.82139437 11.01157440 3.97012660 7.01787849 9.64037347 10.72192739 10.47913950 10.99845694 10.13850873 8.44710555 7.60060279 10.60060298 8.35449448 5.07704214 NA 9.15538242 2.59160762 NA 10.57346684 12.58129254 8.95268068 9.76554121 9.54697354 2.72911767 10.15309306 8.53178107 11.30708551 9.68964634 8.03455744 9.01451989 7.91354229 6.21219967 9.26968611 8.42703287 11.14888645 11.04570786 12.73512497 9.72635885 12.37706669 9.33846431 9.52116855 9.28927680 6.14005058 1.59163155 7.76153927 10.76153918 9.74789958 7.03879611 9.52471467 10.68648363 6.95618679 9.96578428 12.09046342 11.29793754 8.12143509 9.95618664 9.22491453 4.55508604 8.56430690 NA 9.00608816 6.30310855 12.73767369 9.59948239 8.50570042 11.48066178 10.32564635 9.67589107 7.63600826 11.38496718 9.47913940 7.65770359 10.21146735 3.79325084 4.82427397 6.45951031 5.29205286 4.51761585 3.51761585 9.70535643 7.01115344 11.27900389 6.61069268 NA 1.85463404 11.14043614 10.48400527 11.62668822 10.71314771 11.93479991 7.72501308 7.91538047 5.60668207 11.68172662 10.75450900 9.72809279 10.92834389 0.26963165 NA NA 9.68859284 9.23402702 9.39639050 5.12766629 13.76404172 13.71489499 10.83288242 8.75406607 10.37559468 2.72911767 3.17657809 NA 3.26969149 13.59492128 7.11517582 9.12299567 12.37837390 NA 8.58709866 8.53647259 10.50270652 7.87701659 10.28927680 9.76953192 8.78143873 9.55739841 9.23979207 11.24481756 10.06166294 9.53764319 10.46012810 8.32767793 9.39768041 9.65339041 11.27285264 4.17657809 8.80194467 11.47119747 0.00208050 -0.00055444 0.00323630 0.00610900 0.00416320 0.00930980 -0.00429290 -0.00680030 -0.03264700 0.00208050 0.00208050 0.00208050 -0.00055444 -0.00055444 -0.35988000 -0.35988000 -0.35988000 -0.35988000 0.00666530 -0.35715000 0.00235810 0.00069327 -0.35567000 -0.35567000 -0.36321000 -0.00733390 -0.00180140 0.00000000 0.00194180 -0.00973820 -0.03264700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 10.3079192 7.5317807 9.7991166 7.9737278 1.2696915 9.6906989 10.4718099 10.8331350 8.2122006 11.5056584 9.9579364 0.8546340 6.3249690 10.0452963 3.0770379 8.9063107 10.0970288 7.9135423 0.8546340 7.3195348 5.0245723 1.8546340 8.4446120 8.3571490 10.9486339 10.8862349 10.9630249 7.2296879 2.2696915 NA 1.5916315 10.2077954 7.7853858 8.9243220 0.2696317 7.4446116 10.626688 10.231136 8.826192 10.803016 8.897220 5.884395 10.382126 4.479140 9.401543 9.312713 7.362444 7.164504 9.553932 8.545810 12.505999 11.300008 9.733210 13.578807 12.324799 6.877017 8.484005 10.562583 6.884396 9.828107 5.997606 13.406357 8.793248 8.457038 6.102576 NA 10.160710 10.094645 13.099904 10.278115 11.435221 9.404112 5.854649 11.398969 11.417209 7.927898 14.073010 10.998457 11.156526 12.248754 10.638193 2.854654 11.167532 10.051865 10.653930 8.427033 7.858401 10.465673 11.996117 9.404112 10.902227 4.439610 6.777480 5.439610 10.115960 12.652175 8.244101 4.077038 NA 9.655548 12.344998 11.374170 7.121435 10.695951 12.0262424 12.2235188 10.8862349 10.2626245 10.6409182 7.0510458 9.5631577 4.8546490 8.9770452 7.7853858 9.9117379 6.9278976 8.2441007 12.4651891 8.3571490 11.4298727 10.1599504 3.4396098 12.7417423 6.9263256 6.0770400 8.4726917 10.0237384 10.1446674 4.7932456 8.4066774 10.5217601 7.7494666 11.9716423 4.0770379 10.9873625 13.1599504 3.0770379 11.1249440 11.2753107 10.3769032 -0.7302487 11.6922765 9.2195129 2.2696915 10.0810608 6.9976063 7.8010674 9.9984570 9.5469735 9.5224697 4.0770379 9.3058597 7.6139817 10.7615392 10.8106859 10.3079192 12.7376737 10.3465018 10.6652202 10.2114673 11.8567604 7.8395414 5.9976063 10.2019009 10.2717979 0.8546340 NA 8.6641489 10.7665399 10.9587057 8.7291177 3.5916196 8.5870987 8.1151763 9.6381926 TCGA-BP-5168 75 1 1463 NA kidney stage i t1a nx m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 4 3 3 3 3 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.60101e-06 1.109764e-06 8.25688073394496 22.0183486238532 18.348623853211 31.1926605504587 20.1834862385321 8.1764704 10.0161981 9.5942333 6.7387016 9.9027012 7.2002807 3.1298929 3.6644487 9.1208467 NA 1.1865006 3.3929219 7.3816113 10.1117444 6.5358834 10.7031602 11.5775949 6.2917803 8.9903582 10.3759198 11.8028474 13.8843488 10.2226489 11.1851742 8.7387010 7.5392829 6.8247717 8.6023797 5.4803879 -1.1919857 8.5494308 9.0027205 9.9934585 9.9841369 3.1298929 0.3929768 8.6659448 9.6265459 10.8358697 9.9678351 5.6153192 4.8740543 9.7238430 10.7955830 7.3816113 10.9634144 2.8079731 10.7777099 11.1111736 7.2714882 7.3702061 2.5084033 9.4088059 10.4459470 10.4332159 8.0956760 NA 10.9965525 0.8079319 9.2205336 6.9475154 -1.1919857 10.2836971 9.0064088 7.8386310 9.3683635 NA 5.8523585 8.5527974 2.3929219 10.4495640 10.3182333 9.6313310 7.2300281 10.1236454 12.7368521 10.7607049 9.3276000 10.8800963 15.5564841 9.6209432 8.5893234 10.8618896 4.3929287 8.8673081 7.5426736 11.1259415 5.2998161 11.8759022 2.0739916 6.9626300 10.2963060 11.2467556 8.9294972 -0.1919857 9.6565866 7.6056254 11.6823688 7.3663843 15.1874407 9.5578332 10.4049547 7.3548585 10.9478347 NA 5.2002807 12.8753980 12.5099199 7.3702061 5.2673935 8.6023797 8.8591726 6.7737485 10.4171424 8.5273527 8.8940999 9.1862586 9.5273525 -0.1919857 9.8679840 8.3529280 9.1764701 10.8434502 8.9940779 7.8980759 11.8251636 9.5040618 11.5940291 NA 0.3929768 10.2488328 9.6408537 9.0186350 9.5066684 NA 4.9977892 -1.1919857 14.1225823 8.1321444 10.4013548 12.0835063 8.6345123 9.5426732 9.8317180 4.8079628 6.9423902 11.2995663 10.8058488 9.9013813 11.4408453 10.5014507 7.6503144 7.9059958 11.0134515 3.7148499 1.3929219 5.2509085 8.6581504 NA NA 8.4208323 12.1510106 9.3615929 9.9596146 9.1489265 -0.1919857 9.5925985 8.0629921 10.1041515 15.2546755 7.0933658 9.7171068 9.4162184 4.7476613 10.7530417 8.5443656 10.7016444 11.0791349 12.8071710 9.2422374 11.9120710 8.9741269 10.4755188 9.7512111 10.0307586 -1.1919857 8.1720984 11.3312806 12.4384333 9.0336892 9.6542375 11.6217449 7.7534073 10.0433796 11.3107955 11.0244064 6.6597134 9.6337175 8.0281000 4.2002846 7.1433536 NA 8.8261639 6.6217442 13.2610414 9.4473044 8.5728351 10.7966484 10.2168242 9.3966784 8.2653445 10.5771404 9.2342285 6.8901122 9.6837131 1.9779027 4.9372455 6.0747495 5.7852445 7.9449551 4.0558898 10.5995336 8.1276359 10.7401600 5.2673935 NA NA 10.8261638 10.5490093 11.3197163 11.1394405 10.3442109 8.5511149 8.3451821 6.1676249 11.0811765 11.4983982 10.1770157 10.9259314 NA -1.1919857 NA 9.9810162 9.0805934 8.8009022 0.3929768 12.8985724 14.2496435 11.1868004 7.9808913 10.3519622 NA 0.3929768 -1.1919857 -1.1919857 14.0858685 7.4152939 8.7118456 11.6676926 NA 7.4518202 8.7031450 11.0803019 6.0174164 10.3721132 9.7497449 9.9340228 8.8177924 9.3863363 11.0971181 11.3637511 9.4732997 11.4377756 7.7058093 8.7504782 7.7621601 9.9760090 3.7783558 7.7733727 10.0523276 0.00241290 -0.00097017 0.00583180 0.48768000 -0.00802440 0.00000000 -0.00747200 0.00903120 0.00416320 0.00458000 0.00458000 0.00241290 -0.00097017 0.00499690 -0.52184000 -0.52184000 -0.52184000 -0.52184000 -0.00110870 0.48768000 -0.00526100 -0.00719580 0.00332990 0.00332990 -0.00747200 -0.00107700 -0.00221680 0.00166420 0.00263570 0.00643210 0.00416320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0729926 7.1253763 9.8489384 7.3246882 NA 9.2529785 5.5358850 10.4508412 8.9359579 11.4642455 10.0922094 1.8079731 6.5222096 9.5127320 2.6153221 8.3721133 10.3023193 9.4162184 NA 6.2755696 3.6153221 NA 8.8205881 7.0319653 10.7565390 10.7031602 10.9161647 6.8023173 -1.1919857 NA -1.1919857 10.3127827 7.5494304 8.6844807 -0.1919857 5.6281437 9.8980761 10.5515359 8.2755691 10.4162185 8.5645199 5.7387003 10.0499468 3.8954287 9.7260815 9.6056253 5.9577103 7.3117892 10.1660654 8.3471226 13.1844961 10.5744926 9.8509910 13.0875743 13.0287954 6.6783283 8.8780846 8.7766304 6.1117450 9.3938651 6.1117450 13.6900813 8.4643885 10.3132791 7.5426736 3.4518177 9.9519846 8.6169278 13.3426921 8.9190993 11.5940291 8.7460729 7.1208465 8.3948035 11.8443090 8.6345123 15.8077766 11.4408453 11.1589029 14.0508401 10.5252117 -0.1919857 10.6974677 10.8195404 9.2571122 8.5443656 7.3816113 9.9990229 12.6403593 9.2927866 11.5441542 2.2673860 4.8303314 6.6408537 11.0904730 12.1796042 6.6408537 NA NA 9.5925985 12.6554126 10.9697191 7.2550465 10.8723696 11.512732 12.942791 10.703160 10.375920 10.222649 6.129891 9.033171 4.852358 8.942390 7.287744 9.768690 7.381611 8.191668 12.854144 9.117440 11.719168 9.823379 3.200285 14.253302 5.035241 5.165514 9.721751 10.030155 10.039185 3.615322 9.375920 10.089314 9.084088 11.221327 5.967835 11.149760 11.285216 NA 11.811657 10.638083 10.310298 -1.191986 11.457220 9.601567 2.807973 9.676015 7.147813 8.595866 8.154477 9.148926 8.941941 2.392922 9.793806 4.714855 11.331281 10.501886 10.850307 13.261041 11.040385 11.850478 9.683713 11.056188 7.960249 4.895429 9.826859 9.751944 2.807973 8.344250 NA 9.870010 11.236353 9.039185 4.165518 7.451820 8.428183 10.197057 TCGA-BP-5169 70 0 NA 193 kidney stage i t1b n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 4 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4164897 5.8315277 4.3681258 10.3876938 11.5279980 10.2017836 9.5368368 10.1778218 16.2286024 9.4911508 6.6183532 10.5011521 4.6812862 9.0952221 6.7160498 11.5344040 8.2245994 12.8108189 2.5080229 9.2961811 9.8325177 9.7139015 9.3265477 2.4936473 10.5543535 8.4581589 11.0815393 5.6635837 15.0673710 7.3010123 11.4207771 8.5380515 12.2636790 NA 8.9783687 13.0956347 10.4753835 8.4555894 3.7160471 9.8897867 10.3095746 10.7682299 11.3783369 7.7415850 8.8973799 8.5834758 8.0276362 NA 8.7117499 9.7214072 10.0456862 9.7288741 9.6229406 7.6045036 11.0469754 10.2566855 13.7607694 3.7160471 2.1310956 10.0752767 8.6324358 9.2185504 10.1439116 2.3237447 3.7831633 5.0516549 14.2878929 3.4111957 10.8821533 7.2779290 7.6137512 11.0537781 10.2974300 4.8155857 8.1310873 10.4178102 10.0761132 10.3674435 11.2474315 9.9512665 9.0345390 9.3599061 11.6380326 7.2895173 3.4936601 2.3237447 9.0601344 0.9086592 NA 10.0559001 11.6746718 8.6568878 5.9384434 8.5951956 2.6485345 10.1463034 9.1971766 10.2645453 7.7625242 4.9086928 9.5135571 6.3124165 5.5135571 8.4348684 8.2336259 10.2343753 13.2235615 10.9352185 10.3052999 12.7376249 9.0276362 8.4243947 10.5017749 7.7031111 3.3237303 7.5135571 10.7117499 12.7568329 8.3951412 9.8619216 10.4472074 7.5086077 9.4747491 12.4283314 11.2793825 5.3237339 11.0525035 9.1139997 6.1050914 8.8492534 NA 7.8115725 5.9961582 12.6899182 11.0773672 8.1723555 10.9783686 11.0495249 8.6320715 3.9675929 12.0006747 9.6068210 8.8744795 9.8667644 1.9086976 4.6091344 3.8472954 2.7831633 4.9961582 2.7831633 8.8433690 5.3898215 11.3770306 7.5361073 NA 1.6456556 11.2746529 10.8080520 11.7246120 11.0575953 11.9768016 6.6635823 6.9655673 5.8224625 10.1222043 10.0482464 8.8551139 10.5519501 1.3237159 NA NA 10.1660830 10.0388366 8.5858275 7.3180863 11.6515659 12.3879701 8.5110845 7.4220278 9.8512096 NA 2.4936473 0.9086592 0.3237736 13.8367199 6.8859745 8.4683907 10.6172042 1.3237159 7.6900546 9.0481272 10.1684383 7.9603571 12.6344874 10.7780319 8.5234047 10.2132366 9.5184895 11.0802889 10.3749415 9.2381176 10.7928656 8.4986582 9.2141945 8.1597831 10.4703013 2.7633478 8.1954224 11.9772495 0.00917050 -0.01505400 0.45228000 0.00055459 0.16415000 0.31402000 -0.13220000 0.02076300 -0.05415100 0.00917050 0.00917050 0.00917050 -0.00327930 -0.01505400 -0.32356000 -0.32356000 -0.32356000 -0.00401620 -0.00290910 0.00000000 -0.32846000 -0.31436000 -0.30979000 -0.30979000 -0.13220000 0.00569190 0.00013863 -0.31389000 0.00986690 0.01433000 -0.05415100 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 -0.314 -0.207 0.000 0.000 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 -0.320 0.452 0.000 0.000 0.000 0.000 -0.326 -0.326 0.164 0.164 0.000 0.314 -0.310 -0.310 0.000 0.000 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 -0.314 -0.207 0.000 0.000 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 -0.320 0.452 0.000 0.000 0.000 0.000 -0.326 -0.326 0.164 0.164 0.000 0.314 -0.310 -0.310 0.000 0.000 10.9171237 6.6635823 8.6137515 7.3183123 1.3237159 9.8482743 13.0238472 10.1824518 8.5404784 11.7973927 9.8305360 1.3237159 6.2185506 10.7928656 3.5540854 7.9049332 9.8075484 6.3124165 -0.6762264 7.0310919 4.6812862 2.4936473 8.8897865 6.5331864 11.2967662 10.5555538 11.6652820 7.6768795 1.3237159 -0.6762264 2.1310956 10.5307469 6.9161900 8.8295442 1.3237159 8.5525511 10.0559001 10.0516531 9.2574232 12.1417155 8.5011521 10.3715382 10.0119829 3.3237303 10.0465402 9.5846521 7.4058818 9.5537531 9.0516530 8.1848193 12.5527016 11.6826584 9.0465402 13.0085908 12.5878819 6.4322563 8.9819440 10.1863699 9.2981471 10.0761132 7.2002493 13.0240639 7.7457973 6.2662468 7.5234051 3.0241778 11.6674735 9.0685666 12.8062885 9.7531393 13.7607694 9.0345390 7.4217644 12.5546537 10.6856763 7.6137512 15.1931578 11.2474315 11.3640223 13.6303640 10.4961601 4.5331833 11.4108639 7.2063756 12.3111743 8.2336259 8.3095746 10.9217851 10.8730359 10.3674435 10.8575490 2.6456556 7.8195877 5.6987713 10.2742885 12.4695056 6.9086952 3.3237303 0.3237736 10.1770421 12.6756380 11.2464545 6.9675883 9.7790597 11.2340006 11.7444824 10.5555538 10.5447155 10.4607237 8.0952219 12.7485550 6.2185506 9.1502812 7.8472948 9.1879186 7.6275135 5.8472954 11.2959729 9.0952221 11.1964075 9.6206487 1.9086976 12.7188650 7.7123096 6.7246121 7.8448225 10.2283672 9.5258565 6.0241734 7.9819440 10.0525034 7.6091351 11.3928466 5.7831633 12.0702469 10.7594029 4.9961582 11.2913191 12.0788288 10.2873512 0.9086592 9.8265644 9.7852120 3.7831633 10.0508022 9.4658396 7.1879191 6.0919177 8.5951956 10.0652586 11.9928391 8.4111953 6.4530154 10.7117499 11.0409806 9.6546495 12.6899182 10.4085410 10.1034520 9.8667644 11.7402662 7.9494416 7.2952758 10.1415157 10.9992487 5.6812834 -0.6762264 0.9086592 10.2735592 12.2431323 8.8764018 5.3237339 7.6900546 8.6568878 9.7341839 TCGA-BP-5170 55 0 NA 2412 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 1 4 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 9.016834e-07 4.161616e-07 5.26315789473684 21.0526315789474 31.5789473684211 26.3157894736842 15.7894736842105 7.62511484 9.98360402 7.33172223 6.58616875 9.77432091 8.11004267 1.25707098 7.19768162 9.26715373 2.10504106 0.25120402 4.18304181 5.70330284 10.18126397 6.69000496 10.67826852 12.02009159 5.42696915 9.77825310 9.98496567 12.27385354 15.02143212 10.06825941 11.00557353 8.32528611 6.84200833 7.00120663 13.08438796 6.01193166 NA 8.47621357 8.90090152 10.00389537 9.72301974 3.02258087 0.93508252 8.26379219 9.38323340 11.61679482 9.54337195 5.54982624 9.57716878 9.43595898 11.00355958 5.96854008 11.19779931 8.96302321 10.61767288 11.12401504 8.14943620 7.04364197 3.45868385 11.87451270 10.09876680 10.36243000 7.46259388 NA 9.84125612 1.52009533 9.74005478 7.41085071 -1.06491748 10.11689065 9.18066979 8.27496699 9.71811533 1.25707098 6.35297034 8.59867524 2.10504106 10.90126206 9.68498665 8.80085041 5.67658336 10.04820812 15.00433613 10.93441256 9.39352367 10.69625278 15.37733173 9.91168125 8.18778259 9.37909673 4.02258087 8.94074172 8.42897272 10.14029949 7.96302321 12.52909178 2.39454158 8.78231551 9.23432527 11.01126465 9.22628791 1.25707098 9.40577607 8.55716881 11.23346617 7.02257976 14.21655352 8.99985995 11.13530463 8.98224095 11.45401613 NA 8.92805551 12.23704199 11.38864499 7.67320942 4.91239598 8.59867524 9.58975319 8.48778618 10.16693834 8.04102554 9.04885928 8.58796199 9.59600447 0.52004502 9.72056953 8.91096526 8.83144945 11.16663838 9.63815549 8.05665072 11.84594349 10.08549915 12.30389642 2.25704080 -1.06491748 10.59644994 8.60577321 8.85992980 9.47621378 NA 0.93508252 NA 14.96940028 9.93229656 10.34503837 10.32797113 7.66982686 9.53316968 9.58257557 5.00120775 6.47427541 11.52148787 10.33599656 9.90522302 11.61068834 10.08866914 8.19955997 9.17710032 11.17113131 3.79309474 2.39454158 5.31015832 8.44884480 1.52009533 NA 9.34238496 12.25210572 8.88202335 8.87028210 8.88494372 1.74248056 9.14578851 8.40882308 10.29915878 6.56447420 6.64936253 10.16753807 5.71647791 4.66303715 9.74247214 8.36347730 10.83296262 11.67553038 13.22210800 9.55716901 12.06391705 9.32743453 9.90162267 9.79076438 9.73763353 -1.06491748 7.81776010 11.30852612 10.59043763 7.61639078 8.65279372 11.36739804 8.32313449 9.70495494 12.04069832 11.35902089 6.15428548 9.94284523 8.57577785 4.66303715 8.71647688 NA 7.82081335 5.74247248 13.80200968 9.91311246 8.39044457 10.98360402 10.23661340 9.28936649 7.34450808 11.16783785 9.24459360 7.76166558 9.79542816 0.52004502 4.74246978 8.39249818 3.69000356 8.21124149 4.02258087 10.11066665 7.30580458 11.27832510 6.01193166 NA -0.06491748 10.61459722 10.92095906 11.47621378 11.03643630 10.15972189 8.21124149 7.03314875 6.63805211 11.95175137 11.31422471 9.77116755 10.79037497 NA NA NA 9.60930933 9.67742667 8.95748487 1.74248056 13.48128816 14.78784171 11.27552364 8.12405202 10.51018361 -1.06491748 1.25707098 NA -1.06491748 14.24327839 7.11004267 8.60930952 12.40208578 NA 7.66982686 9.10517991 11.12679332 5.32743588 10.56265103 9.29815676 9.15186313 8.86437560 9.64161322 11.18423057 10.35455067 8.80548175 11.09624900 8.19486025 10.06568768 9.24913384 10.71770589 3.52187992 7.54614206 10.78060718 0.0030522 0.0093098 -0.0037395 0.4759800 0.4671600 -0.0040162 -0.0060904 0.0102850 0.0094491 0.0030522 0.0030522 0.0030522 0.0093098 0.0093098 -0.5093900 -0.4736300 -0.0008316 -0.0008316 -0.0102320 -0.0056757 -0.0040162 -0.0040162 -0.0275350 -0.0275350 -0.0060904 0.0000000 -0.0023553 -0.5007900 0.0063871 0.0179630 0.0094491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.000 0.000 9.8502497 6.3188212 9.9449458 6.8705176 -1.0649175 9.3445081 9.0835937 10.2499100 10.1639358 11.2643949 9.7197519 0.9350825 6.5933284 9.0759470 2.6355455 8.1249417 10.1261763 5.7164779 -1.0649175 6.2749679 5.7164779 2.9351203 9.0669742 5.7424725 10.7148201 10.6782685 11.3426212 6.9463449 NA NA NA 10.2592977 6.9958135 8.8643756 -1.0649175 5.6075434 10.617673 10.494972 7.726280 11.098138 8.663038 6.033150 10.140910 2.842013 9.595113 9.324211 6.266033 7.589753 10.162131 8.578973 13.023657 10.420946 9.690839 13.182155 13.380649 6.173521 9.281631 9.650221 8.346628 9.419940 5.043642 13.257961 9.207747 9.316660 5.064400 3.742470 10.661761 8.464548 13.766127 8.373909 12.303896 8.734399 5.805481 10.748498 11.081368 7.669827 15.137605 11.610688 11.115337 14.731816 10.364524 1.520095 10.109419 9.165138 9.785304 8.363477 7.656216 10.268832 12.012100 9.416917 11.230312 5.001208 4.663037 5.912396 10.513962 11.897832 6.394548 -1.064917 NA 8.906661 12.911950 10.955823 7.586169 10.748097 11.3055321 12.4919824 10.6782685 9.9849657 10.0682594 6.5498262 10.0987668 5.1830458 8.9547079 7.3613815 9.9924320 5.9685401 7.6799508 12.7700819 8.6613352 11.7531001 9.2480001 3.6900036 13.3513869 4.5568769 5.6355571 8.8462394 10.0018791 10.4611272 4.4897035 8.4858639 10.0618217 7.8208134 11.1372410 6.5571696 11.3687026 11.3247485 0.5200450 11.6268607 10.5676580 10.0390606 0.9350825 10.9019830 9.5771688 2.3945416 10.0258912 8.4664987 8.1445706 9.4916232 8.8849437 8.4414246 5.3780607 8.4664987 6.2838459 11.3085261 10.4876709 11.2004392 13.8020097 10.5803252 11.0169334 9.7954282 11.1329481 7.9602568 6.1830438 9.3166601 9.5977855 1.7424806 NA NA 10.7201609 11.5523780 8.4625943 3.0225809 7.6698269 8.1711313 9.9095318 TCGA-BP-5173 75 1 62 NA kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 5 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2.184848e-06 8.670033e-07 6.66666666666667 23.3333333333333 17.7777777777778 27.7777777777778 24.4444444444444 7.5966579 10.7327942 9.1268570 7.3038072 11.0259692 6.0679635 NA 6.5930460 9.4666485 -1.4477213 1.6277936 3.5966609 5.0441187 9.6509535 5.4470799 10.7476356 12.2408416 5.5746314 10.1329931 9.9632448 12.2572478 15.7528459 10.3608255 11.6000690 7.9424324 7.7271894 6.9229506 11.0795034 5.8741920 -1.4477213 8.6006277 9.7780734 10.1540343 9.9627149 5.4226266 0.5522787 8.9722236 9.8463098 11.1662831 8.5423676 6.8514717 7.7617168 10.2954148 11.0057913 6.4164496 11.2699399 5.0600560 10.9772170 11.1235420 7.3531636 6.6866896 3.0116924 10.3576042 10.4387221 10.8713710 7.0481185 1.3596336 10.2188514 1.1372412 8.7580566 8.3867347 1.1372412 10.8488929 9.9311002 8.3788120 9.2580772 -1.4477213 6.2665092 8.9424324 2.0117103 10.8809384 8.4349063 8.7918619 5.9868910 12.9989778 13.5647134 11.0728821 9.5409268 10.2180435 15.6331330 10.0436156 8.3466795 9.8428583 4.4830031 9.1135513 7.7321729 10.7690093 5.8831809 12.4657139 3.0920383 7.2728154 8.3004564 10.7813827 9.2767772 4.2527033 9.2970974 7.6994683 12.1767162 7.9163978 15.7887440 10.0704248 9.8515860 7.7690093 12.2150431 NA 0.8742068 13.4665551 11.2784816 7.6892544 6.2596228 8.9837612 9.0300218 9.7265651 10.4032316 8.3121514 9.0300218 9.2500999 9.3748343 NA 10.2665090 8.3835708 9.0846195 11.2854907 9.9278459 7.5151597 11.8055688 9.7972218 12.6083084 1.1372412 0.8742068 11.5559570 9.6251063 8.5151593 10.1367562 NA 5.3724437 1.1372412 14.4934486 4.7221873 9.9785281 12.5151595 9.4859541 9.8219745 9.6196978 4.2527033 7.3883135 10.9076145 11.0355754 10.0274903 11.5329207 10.9062373 8.8976688 8.7519356 11.2321833 5.5746314 1.5522787 3.2527033 7.7070816 3.1961191 -0.4477213 8.7519356 12.9662880 8.7822837 9.7265651 9.6522687 3.0116924 9.9811470 8.0797402 10.6753502 13.4569451 7.5662839 10.3507352 10.1678930 6.6815462 9.7702212 8.5252432 10.4349065 11.4320381 12.9775449 9.7234403 11.6154900 9.1230679 10.2861262 9.0491172 12.2814593 NA 9.0350715 10.6085625 8.9139551 8.5437712 9.5613922 11.4694490 6.6607875 9.8196355 10.7237530 10.6099168 6.9952075 9.8353517 8.2161774 5.9701151 6.3466786 NA 7.7371385 6.8560445 12.7787509 9.5515589 7.8399760 10.6166694 9.4249382 9.1715664 6.7665819 10.1946491 9.2448790 7.1669735 10.2540031 1.8742068 4.5295461 7.2492310 3.1372248 6.5966579 4.9785297 10.3466793 6.6969216 9.8927034 4.8045492 NA -1.4477213 11.1114015 11.2095819 11.6099168 11.4057679 10.4774469 9.2291022 9.3212747 6.2251129 11.1412122 10.8898854 9.5028193 11.3754316 -0.4477213 -1.4477213 1.1372412 10.2435708 9.9658913 8.5966575 1.1372412 12.9692588 14.2757111 11.0157878 7.9130007 10.4625314 NA NA -1.4477213 NA 14.7445177 7.7246912 8.5252432 11.1681229 NA 7.9658916 9.1894589 11.0967450 5.3071516 10.2483617 9.8161195 11.1630576 8.7894733 8.8965595 11.0672240 10.8710887 9.3636381 12.0834012 7.5006308 9.4763337 7.2767777 10.0919070 4.8441245 6.8330343 10.4885333 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8.4947780 11.4094669 10.1678930 0.5522787 6.8696765 3.9445774 NA 8.7146549 6.4349067 9.6266457 10.7476356 11.3461797 7.7690093 1.3596336 1.5522787 -1.4477213 9.6886138 7.4859541 8.5352571 NA 7.4859541 9.902098 10.699468 8.627743 9.334443 8.852616 5.629080 10.759278 5.986891 9.985849 9.625736 6.961655 7.140978 10.225573 7.462156 13.458308 10.443288 9.978004 13.425371 13.128512 7.346679 8.573243 9.535970 6.052109 10.125437 6.629080 13.851722 8.573243 9.833614 5.091421 1.137241 10.310903 8.095295 12.522279 8.883180 12.608308 8.781082 8.502090 8.333623 10.513351 9.485954 16.316461 11.532921 10.883180 14.495808 10.913659 3.307152 10.019359 10.892392 10.492210 8.525243 7.903203 10.406742 12.783635 10.765671 11.881358 1.874207 5.970115 6.569072 12.072023 12.224910 6.546617 NA NA 9.761107 13.246023 11.718263 8.042111 10.783785 11.2583277 12.4830008 10.7476356 9.9632448 10.3608255 7.2175991 9.4287804 6.2387639 8.9109146 6.5064591 9.7834846 6.4164496 8.2596228 12.8509604 9.5180478 11.3142301 9.5508539 2.3596055 14.5760395 7.0498355 6.9531430 8.7964251 10.6927737 9.9879338 5.4349051 9.4326123 10.0650039 8.1221193 11.2431345 6.4591545 12.2773101 10.9316418 -0.4477213 12.2867614 10.8169992 10.6327479 0.1372412 11.1351111 10.0380928 4.0441143 10.0193594 7.0239384 8.7822837 7.0797408 9.6522687 8.9718128 4.2246886 8.9131105 5.1221177 10.6085625 10.2531366 11.0320437 12.7787509 10.4755910 10.8569000 10.2540031 11.1348759 7.6737967 5.1068508 9.7482507 9.5035481 0.1372412 3.1372248 NA 10.0249543 10.8261727 9.3660446 3.3596196 7.9658916 8.4364338 10.2409509 TCGA-BP-5174 45 0 NA 2257 kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 6 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.5395187 8.9549486 8.9402493 -1.2933589 1.0429244 4.0641844 7.4514634 9.0531434 6.0989480 10.3652873 12.6571854 6.2688723 10.4957555 9.9075281 11.8979972 14.3314030 10.2292111 10.8522433 7.5172009 6.2301915 6.1412570 12.1775425 6.6254926 NA 7.7116085 9.6630056 10.1954738 10.3190373 2.2916036 -0.2933589 8.3450654 9.7331530 10.3948798 7.5953731 6.3286821 7.3028189 9.6187704 10.5022634 6.2990871 10.2798034 7.7700249 10.8365565 9.5481938 7.8690207 7.8639762 3.2915888 9.9227690 10.3603703 11.1008242 7.2915916 0.2916036 10.2506086 0.7066411 9.9527763 7.8333341 -1.2933589 10.6059864 9.6910480 9.0892534 10.3042911 2.5139960 6.6839098 10.6309224 1.0285692 11.3000206 10.9411476 8.1223714 5.0816677 10.6533311 10.3418942 11.6103231 9.0946467 9.8721647 16.8673676 9.7639443 8.0597765 10.9731233 4.0641844 8.9233753 7.2301915 11.4343373 5.1660606 12.8862276 1.2916036 6.3280214 9.1557781 10.5885082 9.0860080 2.1660727 10.0189453 7.5521196 12.9822448 7.4514634 16.2838121 7.9920319 10.1503656 6.4139883 12.2926483 NA 3.4615155 14.4066899 12.3165008 8.3666256 3.2301876 7.9592949 9.7814400 9.4328477 11.5681042 8.6767353 8.5708158 7.9063020 8.7108498 -1.2933589 9.3878678 8.7967418 10.1954738 9.4234490 8.8449012 8.3612657 11.4449329 9.8859166 12.8573288 NA -1.2933589 10.0838400 9.8481747 9.2821687 10.1949718 -1.2933589 4.3504831 3.2915888 13.7036767 7.1823626 10.3391704 14.5219628 8.4294369 10.5831464 10.1934645 4.0285603 7.4345498 10.0827549 10.5311906 11.0603277 11.4203146 9.9943418 8.5583786 7.8046615 10.8905750 3.2915888 2.4070808 2.0285692 8.1032343 1.0285692 -0.2933589 8.7821087 13.5268584 9.7646212 11.1365593 8.3450654 3.7510245 9.2193699 8.2419050 9.6807071 11.2528005 7.1202576 8.9038463 10.4345499 4.4345482 10.6399513 8.0685735 11.1609288 11.7429749 12.1381271 9.5352182 12.4054427 9.3594744 10.2297013 8.8989224 11.9127281 0.2916036 7.2953438 10.7441765 6.4932919 9.6031738 9.3781706 11.5210117 7.2457885 9.5497654 11.5051013 10.8709079 4.5395187 10.3088645 8.9668786 4.7727197 6.4480965 NA 7.6074960 6.1328935 12.4801809 10.2257743 9.6127684 10.6917599 10.9698987 8.6995679 7.9474207 11.2505289 9.5268085 7.0420194 9.7192541 -0.2933589 4.3213365 6.1495724 2.7066190 7.1864094 2.8765464 10.7157583 6.0553584 9.5252117 5.0446957 NA NA 11.6371821 11.1189347 11.4277287 11.0375464 11.2906525 9.7887785 8.0330590 6.8903640 10.6202669 10.4661017 9.9734161 11.5607187 0.7066411 -1.2933589 -1.2933589 9.6462087 9.5268085 8.2399593 7.9569279 11.8127017 14.0325322 10.0951850 7.4938466 10.1302707 -0.2933589 1.0285692 NA -1.2933589 13.8532380 6.8307510 8.5692670 11.3102559 -1.2933589 7.0903337 8.9914306 10.5626659 6.9874005 10.2267570 9.7967420 9.4472535 9.2104553 9.1328942 11.6828356 11.6564562 9.1793204 11.1456812 7.9734161 9.4079361 6.3065430 9.7002755 4.3504831 7.7066293 10.6090046 0.0034687 0.5947600 0.0026357 0.0012481 -0.0094848 0.0000000 -0.0036011 0.0100060 -0.0275350 0.0034687 0.0034687 0.0034687 0.5947600 0.5947600 -0.6507100 -0.6507100 -0.6507100 -0.6507100 -0.0098960 -0.0021234 -0.0089910 0.0000000 0.0047190 0.0047190 -0.0036011 -0.0031859 -0.0049844 -0.6246500 0.0158660 0.0251100 -0.0275350 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3648411 6.9257977 9.1894374 6.3749473 -1.2933589 9.7914379 8.9342455 9.5080873 8.8803066 11.9477248 10.1716857 NA 5.7940935 9.9294244 1.5139960 8.7619119 11.2573763 10.4345499 0.2916036 7.6462087 4.6608260 0.2916036 8.4648528 7.1578411 10.8588732 10.3652873 11.3555420 6.7122546 0.2916036 NA 0.7066411 10.5139844 7.1454217 9.0092685 0.2916036 6.4480965 8.987400 10.258818 8.479769 10.144382 8.120258 6.306543 10.215910 4.028560 10.072952 10.017810 7.186409 7.513984 9.497792 5.835911 13.216837 10.624747 9.644739 12.804579 12.189311 6.206475 7.689623 10.257857 7.037546 9.384349 5.783446 12.827434 7.966373 9.668803 4.794093 1.706641 10.512373 7.513984 12.318576 8.966373 12.857329 8.601447 7.491265 8.802026 10.514387 8.429437 16.587176 11.420315 10.422591 12.899231 10.298619 -1.293359 11.048704 9.690336 10.976048 8.068574 7.791438 10.254006 12.178178 8.685340 11.141776 3.916085 6.190445 2.706619 11.854470 12.368074 9.049815 -1.293359 NA 10.099484 12.848258 11.299311 6.886539 10.616523 11.4068525 12.4044659 10.3652873 9.9075281 10.2292111 5.5646099 10.2486941 5.3359870 9.5583786 4.5892721 9.0586728 6.2990871 6.7619115 12.0284054 9.6150221 11.2457883 9.1276423 1.7066411 14.6707673 6.0103189 5.3648420 8.9900188 10.9660786 8.9270078 3.5646099 8.9438396 9.8416975 6.5769937 10.9518851 4.9160849 10.5869783 10.2311712 NA 11.3576812 10.9038462 10.1959757 NA 10.7168079 9.6903357 2.2916036 10.4760542 3.1660566 8.3102560 7.6839098 8.3450654 9.5283318 2.1660727 9.3913781 2.6135317 10.7441765 10.2906525 10.7897764 12.4801809 11.3362138 11.0811257 9.7192541 11.5735220 7.2419050 4.3504831 10.0001012 9.7227413 0.7066411 1.5139960 NA 9.9007708 11.6203287 8.3983730 2.0285692 7.0903337 8.5268083 10.2331288 TCGA-BP-5175 60 0 NA 932 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 4 4 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8218543 NA 10.5265563 9.3433470 10.3788026 9.6075315 3.1214133 0.3140584 12.1125316 9.3196843 11.0270167 7.8570915 7.5332285 10.8079153 8.9864852 11.0863744 7.8952602 10.5416758 3.8376204 11.1898092 9.5392672 8.6086806 8.7382260 3.2209490 10.9209277 10.5001740 9.3747559 7.4225845 7.0048261 10.1951738 0.6126828 8.7106646 7.9397684 -0.6859416 9.9802838 9.3474830 8.5186311 9.7601093 2.4839834 6.2088781 10.3041639 5.3584525 10.5872726 11.0031843 5.7734927 5.3140584 9.5137321 9.9873689 9.8599896 10.1278410 9.5512699 17.2954822 9.5149584 7.8609541 10.9074510 4.5619859 9.3336505 7.4939691 12.9971641 6.7652708 12.6455367 2.6359865 9.6379027 8.2884744 10.1650279 9.6649990 1.3140584 10.2841657 8.5476796 10.9842735 6.0954202 15.1523959 7.2506982 11.1269551 8.0248665 12.0432557 0.3140584 6.5808465 15.2586118 11.0338765 7.8376216 3.1214133 8.0622529 9.3706976 11.1469499 11.0179634 7.3693426 8.6738094 9.0970579 8.9970544 NA 9.0622526 9.4355934 9.7117344 9.5308056 10.3467944 7.8570915 11.2023655 9.5572339 12.4430208 NA 1.3140584 9.8386015 8.9139727 9.3280802 9.9802838 NA 3.2209490 4.7734900 14.6412967 8.0888471 10.9970544 13.7225223 6.4433431 11.2877572 11.2209505 3.8990209 7.1905763 9.2119053 9.8877070 11.3502335 10.3826501 10.3133553 7.9139724 10.0462273 11.9884728 3.2209490 2.4839834 -0.6859416 9.6121225 6.2447976 0.3140584 10.7085226 13.6570373 9.0144995 12.3715440 8.5308058 3.5619859 9.6869249 8.3419657 10.3408323 10.2991903 6.1967034 8.8018997 10.5075853 5.7063786 10.0970581 7.7020771 10.4758216 11.6677581 10.8512782 10.2444128 12.9993562 9.0838976 9.4107750 9.2941994 8.6155561 2.6359865 6.1595505 10.6241046 7.4489480 7.3066013 9.6132679 10.8777328 8.2179417 9.6063815 12.2375730 10.9273889 5.4015213 10.4871123 9.2303125 4.6716104 8.6472152 -0.6859416 7.2209500 5.6539113 12.7051692 10.5380615 8.6449767 11.6558566 10.5283790 8.5038846 3.9579146 11.4514769 9.6098288 7.7020771 9.8676891 NA 5.2209490 5.5038830 5.3913037 7.6359880 4.0689459 9.7213275 6.3474832 10.4484862 6.4552467 NA 0.3140584 11.5509710 10.7564850 11.7369130 10.6683092 11.6035024 9.1246316 7.2269487 5.9813846 10.8848643 10.0913152 9.5925094 10.2565743 2.7734900 NA NA 9.6977641 10.0496159 8.6337320 6.8532185 11.3339980 11.9262372 9.6292094 7.4469452 10.6166988 -0.6859416 -0.6859416 0.3140584 5.3584525 13.9346806 6.4433431 8.2884744 10.9470551 -0.6859416 7.2269487 9.1888415 9.5679074 9.1310436 10.7933349 11.1552311 8.9139727 9.9018374 9.8990224 11.4468809 11.0772722 9.0970579 11.6572456 8.1374272 8.5500741 9.4751917 10.0764419 4.7734900 8.6753456 11.9179180 0.1653500 -0.1727200 0.4420600 0.8120100 0.0673750 0.1224100 0.1739200 -0.0071958 0.0000000 0.1221100 -0.4150900 0.1653500 -0.1639600 -0.1727200 -0.3398700 -0.3337600 0.5232800 0.4751200 -0.0584620 0.7968400 -0.4196000 -0.7333700 -0.3905100 -0.3905100 0.1739200 0.0134920 -0.2581700 -0.3287800 0.1934500 0.0177130 0.0000000 0.174 0.174 0.000 0.000 0.399 0.399 -0.258 -0.329 -0.223 0.200 0.200 0.000 0.000 -0.104 -0.104 0.000 0.000 0.165 0.165 0.887 0.887 0.000 -0.152 -0.164 -0.164 0.475 0.475 0.000 0.000 0.797 0.797 -0.424 -0.424 0.000 0.000 -0.592 0.141 -0.391 -0.391 0.000 0.000 0.174 0.174 0.000 0.000 0.399 0.399 -0.258 -0.329 -0.223 0.200 0.200 0.000 0.000 -0.104 -0.104 0.000 0.000 0.165 0.165 0.887 0.887 0.000 -0.152 -0.164 -0.164 0.475 0.475 0.000 0.000 0.797 0.797 -0.424 -0.424 0.000 0.000 -0.592 0.141 -0.391 -0.391 0.000 0.000 10.8503070 7.5761548 8.7755392 7.8671898 NA 9.9342797 14.3768228 9.4123025 9.6572456 12.0743515 9.8648066 1.6359865 6.1469505 10.4081376 4.2209490 8.0283056 9.6006177 10.5075853 0.3140584 6.6359880 5.1720394 2.3140584 8.1084758 8.7403245 11.2100516 10.3273825 11.5961926 6.8059128 1.3140584 NA 1.3140584 10.7460797 8.2329231 8.8376219 NA 7.6404893 10.8193752 9.9370268 9.6132679 11.5380615 8.6155561 9.5440802 9.6269428 4.0144981 9.1828825 9.9452369 7.4889857 6.7063772 8.7978755 6.6269428 12.5817244 11.5732146 8.9102497 12.7400625 12.2722500 6.1469505 8.8551566 10.6880125 7.4587183 9.5210741 6.5038846 12.6030701 7.7486880 7.7486880 6.5994621 2.7734900 10.5530616 8.6672067 12.4775523 9.4536112 12.4430208 8.3882012 5.6539113 13.2578567 9.9452369 6.4433431 15.9851309 10.3826501 10.5235132 13.4059910 11.1556242 -0.6859416 11.1386209 6.8763021 11.7152060 7.7020771 7.2447976 10.5542549 10.9524958 9.4764512 10.3975391 7.3639087 7.2798446 3.7734900 10.6977642 11.9518168 6.4839850 3.7063758 NA 9.1294433 12.7653998 11.1362164 6.2798446 9.9642141 11.4051646 11.8156483 10.3273825 9.6934382 10.1358338 6.6359880 11.4564860 4.1214133 9.5051190 5.7403259 9.1437827 7.8952602 4.0689459 11.4005079 9.0970579 11.0664405 9.1230241 2.1214133 12.6458166 8.6935465 5.1720394 8.5681199 10.9315274 9.1704854 2.8990209 7.2506982 10.3077059 7.3908757 11.6115493 4.6716104 11.3988682 10.7806462 2.3140584 11.5467806 11.5051191 10.7004613 1.3140584 9.6258082 8.9008997 2.7734900 10.4186586 6.3801493 6.8376216 7.6583557 8.5308058 9.3583721 2.8990209 8.9988084 2.7734900 10.6241046 11.0855493 9.1704854 12.7051692 11.2016613 10.1019624 9.8676891 11.9928800 8.9195394 6.2447976 10.1587656 10.1246315 -0.6859416 NA 4.3584525 9.8238348 11.0053846 8.2682561 3.7063758 7.2269487 8.3584538 9.7897933 TCGA-BP-5176 78 1 1590 NA kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.66481560 4.97932573 9.47876133 10.74026067 7.52661817 10.38644087 4.66481844 11.09901629 10.70303138 7.24669215 7.19959285 2.96438015 9.94451574 10.34013963 10.52852561 6.91468889 -0.62060084 10.96562948 -0.62060084 8.89017762 7.33360978 0.37939916 10.15584661 9.58459596 7.75662437 10.15707985 -0.03563834 5.97932573 9.79409886 6.10733427 10.17666984 9.94594343 10.06722661 6.94546725 10.56354198 12.23943361 10.55807846 8.87925945 10.92413656 17.15405268 9.76419735 8.64502862 9.15995331 3.58886452 8.84395936 7.23428192 10.85159672 6.16731577 12.60062307 0.70425227 6.93077636 8.49835460 11.43503497 9.13263031 3.18676993 9.86272553 8.36383207 11.93256287 7.12760646 14.91896608 8.49965139 10.10632136 9.13430104 12.11908874 NA 4.13430310 13.86064542 11.92365358 7.92051007 1.83883078 8.45889830 10.33796626 7.88522536 11.27744805 8.38082164 8.76311773 9.00603513 8.80462958 1.70132726 9.81976365 9.24669239 9.55870061 9.89166023 8.90395533 8.07811824 11.69688839 9.70640484 12.65386454 0.70132726 -0.62060084 10.01513164 9.75390968 8.92534347 10.02462165 NA 3.07985594 0.96436166 13.98703288 6.00146449 10.19799571 14.39341226 8.51512304 9.93639855 9.99871650 3.13430310 7.16077299 9.93496138 10.58092492 10.68062395 11.49749491 10.07028466 7.85514692 9.67173530 10.82882021 4.90297558 1.70132726 3.46687505 8.93304292 0.37939916 -1.62060084 8.39064103 13.21477322 8.73696571 9.88869379 8.68775254 0.70132726 9.46289300 8.03046520 10.33072376 11.98188047 6.88720843 9.48597659 4.21230474 6.02327088 11.27290471 8.50740776 10.93950752 11.39657000 12.84217145 9.53043014 12.34862022 9.69399686 9.95778622 8.46554967 12.28527063 -1.62060084 7.72148819 11.03762506 8.65715443 9.10814204 9.60702954 11.68119553 9.20278085 10.04918448 11.10882192 11.53549667 3.62733835 9.85717190 8.96734098 5.52916190 6.40731876 NA 8.40316801 6.46687668 12.72765762 9.91468904 9.37093539 11.22490362 10.41901812 9.57170639 8.24205082 11.18179667 9.57355479 7.74354795 9.87226825 0.37939916 5.52916190 7.44010922 6.27398950 6.14096471 4.05184190 10.35919598 7.09709034 10.18859886 5.26474284 NA NA 11.51944450 11.00808696 11.37518076 10.91857243 10.81612511 8.17545324 7.81803887 5.51753082 10.99043836 10.87476900 9.81820540 11.00512247 -1.62060084 -1.62060084 NA 9.78295825 9.45087596 8.39203830 7.48793809 12.53699737 14.54268981 10.98581882 8.04186829 10.19359546 2.62735002 0.96436166 -1.62060084 -1.62060084 14.70528117 6.88323957 8.63797968 11.66928840 NA 7.71480394 8.84171120 10.55527493 4.26205725 10.79832031 10.18556034 9.82804617 8.89708308 9.25976233 11.54761558 11.48744791 9.59797673 11.32960492 7.60341493 9.20039032 8.11412336 10.16649992 3.79490448 7.63599956 10.34050152 -0.00491810 0.00886050 0.00368410 0.00673210 0.00186960 0.01007300 -0.00450320 0.41487000 0.25581000 -0.01952300 -0.01952300 -0.02733700 0.00784510 0.00153650 -0.63107000 -0.63107000 -0.63107000 -0.63107000 0.00214710 0.01077000 0.00048249 0.00770600 -0.01924800 -0.01924800 -0.01138100 -0.00422180 -0.01718800 -0.00367310 -0.00339630 -0.01924800 -0.46754000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.212 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.212 0.256 10.30459706 7.23116261 9.84701912 6.77181693 NA 9.61123473 9.15420066 10.44964865 9.00785900 11.68854743 10.12298584 0.70132726 5.91079501 10.00831474 2.90298041 9.09537566 10.88993055 4.21230474 NA 6.08677315 4.18676993 -1.62060084 8.54683158 5.14759977 10.27750850 10.76122692 11.33150504 6.93016014 -0.03563834 NA NA 10.35023854 7.74135709 8.74682835 -1.62060084 6.16731577 9.6728853 10.2825423 9.0571332 10.6485403 8.6249661 5.5593236 10.4114593 4.4879365 10.2385601 9.3219281 7.3595528 7.3566932 9.7641973 7.8306249 13.5580395 10.3270505 9.6016048 13.3318363 11.9514032 6.6178186 8.2435996 9.8140418 7.4073196 9.9756034 5.7544520 13.5022820 8.9568425 9.2885567 5.0232687 2.3794269 10.0889283 7.7237094 12.6271928 8.2091365 12.6538645 8.5099840 7.9010141 11.7710599 10.6000942 8.5151230 15.8494766 11.4974949 10.7967387 12.8101275 10.3839852 -0.6206008 11.0781182 9.1426261 9.4728311 8.5074078 7.2027811 10.3083021 12.6816241 9.4121481 11.4100807 2.5493488 5.9263079 7.7802930 11.5871906 11.9971106 5.6273413 -1.6206008 NA 8.9821126 12.9229892 10.9920448 7.3101510 10.9005232 11.6898844 12.9326829 10.7612269 9.7303528 10.0509546 6.2373955 10.0824519 4.0798559 8.8439594 7.1542004 9.7495561 7.5266182 7.8712664 12.7777511 8.9426098 11.4810610 9.9068906 -0.6206008 14.9808652 5.0612837 5.0518376 8.6962269 10.1656832 10.2213709 4.9492688 9.3794137 10.5870381 8.8872081 11.2011875 4.5291588 11.2711973 11.0151317 -0.6206008 11.9810683 11.0696299 10.8667512 0.7013273 10.7440955 9.5067632 1.1867541 10.2303817 8.3808216 8.7972659 9.4272192 8.6877525 9.2751933 5.1343031 9.7511902 5.4017806 11.0376251 10.4316420 10.8375638 12.7276576 10.7903948 11.1336748 9.8722683 11.3581241 7.9378346 3.9643801 10.1086094 9.5710897 1.1867541 6.3451976 -1.6206008 10.3204612 11.4203848 9.1115809 3.3336098 7.7148039 8.4774458 9.9816485 TCGA-BP-5177 46 0 NA 293 kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 1 7 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4238429 8.2255140 7.0962313 11.8916726 6.8651121 -1.1516825 10.3898842 8.8734432 10.1480839 9.9935988 4.0182247 0.4332800 8.3718655 9.6106855 10.4826609 9.8376979 5.9980510 3.3077345 9.7248204 10.7389478 7.2449080 9.7641829 5.9775867 11.0950441 10.7290350 7.9035860 7.3679397 2.1702456 9.5948178 10.3625245 10.1325492 7.4295038 NA 10.2314138 NA 9.1543652 7.8872224 -0.1516825 9.8104765 10.0956377 8.7278868 9.4658353 -0.1516825 5.6684822 8.8885932 3.2406196 11.9287880 9.7849415 11.0553178 7.1475112 10.4384321 12.7978567 10.9649724 9.1475115 11.2053056 15.9334751 9.7514323 8.9197658 9.9197658 4.8483024 9.3067102 8.0356558 11.2889132 8.1679755 12.6503149 2.9031540 7.4407604 8.9170817 11.3593149 9.7286523 3.5487449 9.8426569 8.4426280 12.0277461 7.3401563 15.5684879 10.4588670 9.8948137 8.4257325 10.8401796 NA 4.6031931 13.0261123 11.6994669 8.3056842 1.8483175 6.6492030 9.4593283 8.1792204 11.4806172 8.8483034 9.6890814 8.9237827 9.3610439 0.8483175 9.3669566 9.1255909 9.3971255 10.5330522 10.3245434 7.3835790 10.9503908 10.0644430 11.6027735 4.4630142 -1.1516825 10.2064053 8.6098547 8.9878549 10.0238530 NA 4.8483024 2.5487325 14.4100091 8.8720580 10.9856149 13.0455202 8.5998474 9.9891333 10.0843177 4.2058538 6.9980510 10.9824089 10.7690285 9.7140368 11.7282332 10.5711111 8.4028923 6.6748518 11.0037542 8.0771223 3.7551974 1.1702456 8.1220991 0.8483175 -1.1516825 8.6780261 12.9368433 8.1174301 9.6772334 9.8706713 3.0301948 9.7581966 8.6015201 10.9860087 12.0186981 7.2953869 9.8348567 7.0819233 5.3046169 10.2534450 8.6811934 11.1267530 11.8198471 13.1170648 9.6459650 11.8602296 9.2964198 8.9304526 9.3260618 10.3551069 2.1702456 8.6937936 11.1560735 8.0461592 8.3291945 9.8906469 11.4980088 5.1520860 10.2666833 11.2563678 11.1218077 8.1747330 10.2146257 9.0186792 5.7908189 7.4593283 -0.1516825 9.0577568 6.8595311 13.0556992 9.1232640 8.1220991 11.5062918 10.0516515 9.7332372 7.5065147 10.9676824 9.2058555 7.0331785 10.4351433 2.7551867 5.2233415 9.7078383 3.8927019 6.3159085 4.6296655 10.0717019 8.0056504 11.1556381 5.2507191 NA NA 11.1984140 11.3396556 11.5901918 11.0160353 11.2044804 8.3835790 7.8643316 6.2949736 12.9075635 11.0671694 9.8734430 11.4937368 -1.1516825 -1.1516825 0.4332800 9.7812564 9.3087595 9.4143576 6.3560980 13.4856076 14.4300337 12.1838334 8.5810985 10.3481494 NA -1.1516825 -1.1516825 -0.1516825 13.8151694 7.6652869 9.1244279 13.1006733 NA 7.9980505 8.9343735 11.1065751 5.9568280 9.6098547 9.7101659 9.6402804 9.1668462 9.4822070 11.3036307 10.1674111 9.2135325 11.3424091 8.2036544 9.4000119 8.1657160 10.9069717 4.7623913 8.0382518 10.6894747 0.0000000 1.0268000 -0.0201380 0.5588600 0.5232800 0.4539400 -0.0087146 0.0549450 0.0709600 0.0000000 0.0000000 0.0000000 -0.0085766 -0.5547700 -0.5740400 -0.5431000 -0.0247920 -0.0247920 0.4938900 -0.0161540 -0.0361290 -0.1146900 -0.0102020 -0.0102020 -0.0087146 -0.0038779 -0.0377620 0.0015255 0.0334080 0.0501080 0.0709600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.464 0.509 0.509 0.543 0.000 0.525 0.525 -0.115 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.464 0.509 0.509 0.543 0.000 0.525 0.525 -0.115 -0.115 0.000 0.000 0.000 0.000 10.1640192 7.0819233 10.0094354 7.3022322 0.4332800 9.2287646 9.7581966 11.5698214 9.1279141 11.0839648 9.8184095 2.9357615 6.1244274 9.8433640 3.7551974 9.5277837 10.7012231 7.0819233 1.1702456 5.9463355 4.1702295 -1.1516825 8.8468938 6.7124899 10.6710178 11.0887967 11.2691006 7.0914777 3.8025034 NA -0.1516825 10.0819232 7.2449080 8.3199787 -1.1516825 6.2745692 9.553936 10.355603 8.344159 9.972425 8.929121 6.842657 10.614004 3.755197 9.515415 9.618967 6.340156 8.043060 9.738568 8.364003 13.015486 10.384551 10.094450 13.407023 13.390973 7.156642 8.996780 10.867547 6.755195 9.774599 7.616488 13.454998 9.628843 8.846894 6.992962 5.096232 9.957481 9.073511 12.439943 9.200347 11.602774 9.013210 7.057757 8.884477 11.267737 8.599847 15.740787 11.728233 11.514306 14.280617 10.668483 1.655672 10.645965 10.814809 10.069286 8.681193 8.435144 10.382606 12.588084 9.217901 11.481296 3.848307 5.629663 6.179220 10.845836 12.726259 7.517188 NA -1.151683 10.002489 12.334510 11.464620 7.545271 10.927788 11.611931 12.698783 11.088797 10.115675 10.305684 6.348149 8.818409 5.257693 9.441695 6.555663 10.320487 7.244908 9.320994 12.750666 9.383579 11.518517 9.855331 2.170246 13.398208 5.040301 5.520730 9.054952 10.298484 10.441695 2.307749 9.243838 10.343659 8.578689 11.162604 2.018242 10.617728 12.590613 NA 11.770330 10.865460 10.668483 2.755187 10.264045 10.074716 2.018242 9.961395 5.257693 8.172484 8.545271 9.870671 9.071207 4.935766 9.841242 6.197032 11.156074 10.621030 10.441228 13.055699 10.641907 10.815890 10.435143 11.238741 7.925119 4.133703 10.074113 10.085513 1.655672 4.284262 NA 9.854630 11.237771 9.584705 3.802503 7.998050 8.437018 10.081324 TCGA-BP-5178 71 1 1912 NA kidney stage iv t3a nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 4 4 5 2 5 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.1181520 12.1459251 10.3994904 10.3223673 7.2644276 NA 10.4369998 0.7606042 9.6629770 7.4679609 0.7606042 10.3295081 9.5934920 8.1952300 9.2231554 2.2200203 7.4471022 10.3586545 2.2200203 10.7393125 10.2378543 8.3549264 4.7148005 10.0488394 10.9761350 11.0700783 9.5919092 10.4714084 16.3108001 9.3623728 7.1868670 11.0147448 4.7148005 8.8280362 6.9797704 11.8246710 6.6794646 12.9935475 2.4610308 8.5168078 7.7464438 10.0785798 9.3046005 1.7606042 10.0494681 8.8730414 11.5388844 7.0273885 15.2472236 8.5823761 10.9051296 9.0666637 11.1868667 NA 6.4610423 13.4444190 9.8612644 7.8131700 5.0273885 7.9797704 9.7829697 10.0976664 11.1402511 8.4558302 8.6779740 8.9663953 8.6629770 1.3455667 9.3266560 8.4868201 9.6659889 10.0943164 8.7378818 9.1952302 11.7149346 9.6802102 13.5527313 0.3455099 2.2200203 10.3739310 9.2504901 9.0037759 9.8124907 0.7606042 3.1529135 2.5679591 14.3455058 2.5679591 10.3789874 10.9488817 8.1312895 10.3123102 10.4902227 4.8691262 8.0847823 10.6965036 10.1307444 10.5304398 11.1771356 10.1394387 8.7464438 10.1170540 11.4614751 5.9700553 3.2841587 -0.2393958 9.7981489 1.0824982 -1.2395661 9.6309667 12.8787319 8.9001534 9.0273885 8.5154893 1.5679348 9.3228444 8.6928167 9.8545147 7.6154700 8.0959924 8.5791843 5.7718301 5.5550185 9.9349035 8.3567918 10.5209061 12.3377947 12.2844089 9.9090785 12.1265143 9.2231042 8.8808398 10.6332768 8.5386790 6.6309660 6.9305268 10.7998638 11.4987660 8.4007565 9.1900086 11.6599589 7.3266560 9.7328638 12.0613835 11.3999427 3.6185793 10.7335818 9.2973737 4.7829694 8.5204902 NA 8.2159290 6.4044587 12.7309775 11.1367273 9.0915190 10.9058973 10.7746224 8.8559990 5.3605153 11.1781407 9.5062762 7.6883797 10.1301994 -1.2395661 4.5934912 5.8266908 8.5353726 7.6060920 4.4330262 10.1884385 4.4885214 9.3104828 7.5719126 NA 1.0824982 10.9572041 11.0709307 11.5779854 10.5695661 10.9308400 9.8360811 7.1301988 6.2700598 10.7898892 10.6787198 9.8467382 9.8956699 -1.2395661 NA NA 9.7967755 9.7563692 8.5003826 8.9688364 13.6784402 13.2644277 9.9485725 7.8626299 10.0740519 2.8480570 0.3455099 NA NA 14.5981313 7.1952305 8.0273885 11.2439139 NA 8.3266560 9.6255465 10.4791348 5.2524535 11.5542052 10.3099053 8.2958773 9.3817380 9.2703769 11.4497264 11.7127972 9.1443062 11.6137165 7.8665105 8.8691265 10.1416041 9.5550178 3.3729521 7.0306164 11.5619061 0.0000000 0.1832100 0.5044600 0.3406400 0.3595300 -0.0088526 -0.0217840 -0.0295840 0.0051095 0.0000000 0.0000000 -0.0259010 0.1832100 0.1832100 -0.3471700 -0.3471700 -0.3382500 -0.3263500 0.0126550 0.0909590 -0.3386000 -0.0088526 -0.3451500 -0.3452700 -0.0183530 -0.0023553 -0.0135400 -0.1107700 0.2942100 0.1537600 0.0125160 0.000 0.000 0.000 0.000 0.322 0.322 0.000 -0.111 -0.101 0.294 0.294 0.000 0.000 -0.329 -0.329 0.185 0.185 0.000 0.000 0.316 0.316 0.167 0.301 0.262 0.262 -0.331 0.000 0.000 0.000 0.000 0.000 -0.339 -0.339 0.360 0.360 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 -0.111 -0.101 0.294 0.294 0.000 0.000 -0.329 -0.329 0.185 0.185 0.000 0.000 0.316 0.316 0.167 0.301 0.262 0.262 -0.331 0.000 0.000 0.000 0.000 0.000 -0.339 -0.339 0.360 0.360 0.000 0.000 -0.345 -0.345 0.000 0.000 10.4143428 7.1312890 9.0802742 7.2662946 -0.2393958 9.5823759 11.9372426 10.2037061 10.1905317 11.8752830 9.8374176 -0.2393958 5.9797716 9.7570754 3.2485956 7.0959919 9.5719767 5.7718301 NA 5.6309675 4.8266908 2.3455667 8.6013797 5.8691262 10.1037655 10.9879171 11.3928543 8.4400822 -0.2393958 -1.2395661 -1.2395661 10.1566715 7.2035457 9.3342491 -1.2395661 7.0320645 10.5635222 9.8658557 8.5485044 11.4545245 8.1312895 5.7606015 10.3660815 4.8049983 10.1137488 10.2174697 6.4885230 8.3972267 9.5695661 7.8847231 13.0483865 10.9299007 9.1900086 12.8682277 12.1167788 6.4610423 8.9280200 9.4339111 9.9135206 9.5062762 5.9001543 13.3141713 8.4645057 7.7577813 5.3899591 0.3455099 11.7204228 8.4312581 12.9963170 8.4817010 13.5527313 8.5807809 6.9504264 11.2836738 10.3031502 8.1312895 14.1785863 11.1771356 11.3748517 13.4846361 10.3628368 2.5679591 11.1707883 7.7147984 11.4471025 8.3567918 7.1784547 10.4246047 12.5508486 11.0859074 11.1359130 1.7606042 5.9103489 3.5154854 11.0845012 11.8905289 6.2118124 -1.2395661 NA 8.7292686 13.3504871 11.3014444 6.8427514 10.4008469 11.359352 12.023724 10.987917 9.613131 10.335668 7.041372 12.763768 5.528787 8.951661 6.447103 9.770430 7.215929 6.685415 12.326288 8.818594 11.407386 9.807726 2.082532 13.589879 8.427891 6.260447 7.781749 10.417920 9.914787 6.461042 8.513819 10.691709 7.624788 11.192622 6.135642 11.715889 10.337559 2.345567 10.733223 10.982491 10.718792 1.567935 9.708969 9.297820 1.930510 10.595863 9.550950 8.345564 7.703117 8.515489 9.490732 8.595073 8.606092 5.252454 10.799864 11.030897 10.685414 12.730978 10.953511 10.804655 10.130199 11.950118 7.679465 6.195229 9.548504 9.505436 6.291983 NA NA 10.479991 10.699141 8.598230 1.345567 8.326656 8.240382 9.985809 TCGA-BP-5180 53 0 NA 2263 kidney stage i t1a nx m0 male 2004 1892 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 1 2 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2520645 3.3472546 11.4864043 14.3434781 10.1936031 9.3596319 10.3018456 16.5744076 9.9050089 8.1948996 11.0412157 4.2966189 8.3519043 7.8179423 10.8675620 4.7180876 13.1035169 1.2945472 8.6736963 7.7607299 9.2755367 9.1923056 1.0742314 9.8735113 8.0225970 12.2743109 7.4665472 14.6408205 7.2307343 10.2632388 9.3339729 12.0809064 -1.5108681 10.0428964 13.4369497 12.0157664 7.3347569 3.2441564 8.5268142 8.4948916 9.9619579 10.7475387 8.4155631 8.1528253 9.4177854 9.2844952 NA 9.2052293 7.9155317 8.8512109 10.4597326 9.1039770 7.5977919 11.9646396 10.0462522 12.2191003 0.8112244 1.0742314 10.6519732 9.9363504 8.7180859 9.3886242 NA 2.2966336 0.4892346 14.2808879 6.9690469 10.1488172 12.3091468 8.8740509 9.8653926 9.9181507 4.4665488 7.1827539 11.9766048 10.4085030 10.5133680 11.5073334 10.1117767 8.1240784 8.1879716 11.1799200 0.8112244 -0.5106626 5.1331237 9.6760004 2.3961595 NA 9.4177854 12.6245756 10.0196736 10.1376247 7.5472586 3.5813874 9.5357091 8.6402836 10.4165044 11.4676201 6.8156971 9.6956711 5.4779525 5.9071190 10.4814974 7.5872990 11.2889535 11.3298484 11.5940297 9.7397492 12.3215638 8.6790916 10.5654147 9.8697282 8.5046824 NA 6.9650004 10.2107936 4.7605456 9.3319004 9.2508183 11.3923958 9.1295120 10.0172328 12.0633876 11.2052291 2.1896981 9.7964680 9.4185033 5.7560545 9.2624064 -1.5108681 8.7525362 5.8379962 13.0444554 10.7192876 8.8686454 10.5546833 10.9236348 8.6440852 4.9970620 11.2656118 9.3871126 8.1966262 9.8407586 -1.5108681 6.1331237 5.0128279 6.6179831 9.1705055 2.9486943 10.6246558 3.8815863 11.2128919 6.6361156 NA NA 10.6204810 11.2696018 11.7611678 11.0730551 10.7913348 8.9639870 8.4521630 6.6985741 9.8010155 11.2412296 9.8218633 10.3573180 0.8112244 -1.5108681 NA 9.3070503 9.5720815 9.1888395 8.5046824 13.0296979 12.3110412 11.1914398 6.5499633 10.0919661 1.0742314 -0.5106626 0.4892346 NA 14.1830263 6.7884756 7.9071196 9.3923958 0.4892346 7.6056114 9.4527268 10.6240143 5.5553560 10.8476436 9.9811203 8.5046824 9.3534532 9.5233783 11.2522720 11.5144067 8.8708101 10.8694577 8.1546030 10.1231706 10.6913910 10.2167622 5.1373027 6.9177528 10.8764767 0.0148880 0.0000000 -0.7371400 -0.0107840 0.0100060 0.0058309 0.0377820 -0.0289010 -0.2105700 -0.0327230 0.0148880 0.0148880 0.0000000 0.0000000 -0.7625600 -0.7361700 -0.7361700 -0.7361700 0.0349590 0.0232860 -0.7444700 0.0058309 -0.7541500 -0.7541500 -0.7634700 0.0029133 0.0080567 -0.7554700 -0.0165670 -0.0456350 -0.2105700 0.000 -0.761 0.000 0.000 0.000 0.000 0.000 -0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 -0.736 0.000 0.000 0.000 0.000 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.211 -0.211 0.000 -0.761 0.000 0.000 0.000 0.000 0.000 -0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 -0.736 0.000 0.000 0.000 0.000 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.211 -0.211 10.43945848 7.03229924 9.47866164 7.33413024 NA 9.62433507 9.87566858 9.49407754 9.95534361 11.65029035 9.61661666 NA 6.48362072 10.18493050 0.30486145 5.40813100 10.12951216 5.47795250 NA 6.74193208 4.77467111 1.65919389 9.17926521 7.61080044 11.25849549 10.60528616 10.50418031 7.03616152 0.07423139 NA -0.51066259 10.38711263 7.31581527 9.10948698 -0.51066259 6.94047805 9.5634087 10.5519879 7.8577739 10.3538402 8.4962946 3.8815863 10.3468594 5.1757681 10.2069435 10.2986333 7.4608105 6.2374605 10.1875378 5.6491383 12.9166455 10.7671357 9.3205745 12.4377257 11.9488268 6.5925557 7.9831224 9.8528544 8.9050091 9.2399741 5.9970620 13.0397133 7.1827539 10.0859228 2.8815863 0.8112244 10.3673181 7.2408114 12.7192876 8.9527916 12.2191003 8.9851221 7.6591925 9.2599311 11.1568223 8.8740509 16.3612686 11.5073334 11.0796203 13.6644658 10.1537144 -0.5106626 11.3869235 7.5309260 11.3632879 7.5872990 7.8621321 10.3355411 11.7659732 10.5032876 11.3429666 1.8111833 5.7084356 7.6591925 11.0356794 12.2789027 6.8944091 NA NA 8.9384158 12.8451000 11.2353553 7.1076523 10.9184123 10.8681039 12.2745153 10.6052862 10.3611724 10.1358259 7.0010197 11.2163367 6.3719108 9.1403188 5.0128279 8.8577736 5.9970620 5.0128279 11.8235363 8.8751295 11.1916563 8.7769794 0.8112244 13.3516139 7.0953021 5.8201841 8.2460237 10.2652889 9.4499932 4.8291189 8.6478768 9.8341178 7.3472484 10.9776094 5.9322100 11.9480582 8.8975968 NA 11.7488633 11.2150594 9.9745934 1.2966042 9.9394474 9.9791152 0.8112244 10.2636424 11.1301899 8.3237380 10.7102500 7.5472586 8.9448924 5.2836848 8.4463691 4.2966189 10.2107936 10.1335741 11.3882464 13.0444554 10.8285604 11.2510262 9.8407586 11.5742416 8.2222824 6.7466554 9.8912133 9.7234859 1.4892860 -1.5108681 -0.5106626 10.6297774 11.8966465 8.0779816 3.1897139 7.6056114 8.4550514 10.5690853 TCGA-BP-5181 58 0 NA 1495 kidney stage i t1b nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 6 0 0 0 0 0 0 0 0 0 1.838047e-06 5.20202e-07 10.2941176470588 20.5882352941176 16.1764705882353 30.8823529411765 22.0588235294118 7.5860321 10.5000768 9.1422046 6.4133453 9.7817769 7.5525438 2.5553744 6.6267735 9.1774165 0.1403860 0.8123750 3.3627224 9.2117895 9.6949161 6.2488517 10.9766407 11.6953956 8.8817943 9.6241429 10.7396202 12.1002085 14.6672590 10.0532166 10.9325752 9.0896676 6.2348442 7.5832709 10.6109861 6.1176078 NA 8.6120026 8.8465353 10.1360943 10.2255784 2.3627224 NA 8.3882546 9.8162843 10.9227795 9.2374815 5.7648185 5.1403288 9.8985505 10.6361822 6.5440495 11.0882077 5.1552756 10.9962339 10.0326170 8.1252202 6.7841833 2.1403206 11.1769587 10.2989370 10.4931064 7.4592464 NA 10.8053137 1.5077185 9.1450158 7.6133563 -0.4445765 10.1942532 9.6481219 8.6599634 9.5112108 -0.4445765 5.4978806 9.3424510 2.4622618 11.0857711 10.2631552 11.0886944 6.0945232 11.8952078 11.3777364 10.3014592 8.6974719 10.5511318 16.7240026 9.6234713 8.2713267 10.1965134 4.5553622 9.5233114 7.6560272 11.4065282 5.5997582 12.9519695 1.9030383 7.8468117 8.7648182 10.8857215 8.8806702 3.8772927 9.8699480 8.5008084 12.2341849 7.3723479 15.6278576 10.3518099 10.5927504 8.1737501 11.3777364 NA 2.8032890 13.2208117 11.7123958 7.8361356 1.1403206 7.9040927 10.0250065 6.9260516 11.4435372 9.4357136 9.1195141 9.2108953 9.2721842 NA 9.5956545 8.6872217 9.2790257 10.5233114 9.1468871 7.7817767 11.6996916 9.7507370 12.6007831 NA 0.5553254 10.3144207 9.6448153 8.7745334 9.7599359 NA 4.2558028 0.5553254 13.7829055 7.3850876 10.0039974 12.6732513 9.9396089 9.2497226 9.4599994 3.9816335 6.9433822 10.6099690 11.0504703 9.7152360 11.2669156 10.3603024 8.0789268 8.0452125 10.8112785 4.9304062 0.5553254 6.4133453 8.6214537 1.7253049 NA 8.2171430 12.7180708 9.8846005 10.2484160 9.2198120 2.5553744 9.5630929 7.7841833 10.3524507 11.9193625 8.4241873 9.6514209 9.0432048 4.8772927 10.7550371 8.9347432 11.5874105 11.5676401 12.4360005 9.1874511 11.6360157 9.1992208 10.5714766 9.1919894 9.4418235 -0.4445765 8.9260522 11.1910828 7.9871759 9.1451656 9.4218709 11.3493744 9.5160908 10.1824425 11.3586887 10.9763776 4.9647544 9.5326446 8.0404897 6.3755434 6.1099539 NA 9.5532499 7.1515544 13.1178457 9.8203938 9.1737503 10.6971525 10.5697340 9.6762507 7.8221514 10.6383919 9.1032233 7.5269084 10.0512198 2.0147838 5.6949164 7.3169160 3.1403206 7.9260522 3.5472277 10.7180707 6.8952141 9.8308956 4.8891474 NA -1.4445765 11.2032728 10.6378465 11.6114944 11.1656976 10.3436752 8.8361356 9.7483787 6.0581563 11.4320735 11.6410031 9.8044783 10.9737444 NA -1.4445765 0.1403860 9.8739076 9.2162521 9.2627239 6.0391801 13.6366401 14.7613679 10.9803183 7.7508597 10.1774165 -0.4445765 0.1403860 -1.4445765 NA 14.6618663 8.3301519 9.4584934 11.7587127 NA 7.6872217 8.9691407 10.9071322 4.8032942 10.7805722 9.6301752 8.5983920 8.9085115 9.2575375 11.0796616 11.7761965 9.6187599 10.9366373 7.7377591 9.8641532 7.4257295 10.1879057 4.6565536 7.3872100 9.9298608 0.0033299 0.0000000 0.0206230 0.6766000 -0.0045417 0.0072217 -0.0055375 -0.0231550 -0.0528010 -0.0044312 -0.0044312 0.0033299 0.0000000 0.0000000 -0.6956800 -0.6956800 -0.6956800 -0.6956800 0.0186630 0.0076392 -0.7122100 0.0160060 0.6547900 0.6547900 -0.0055375 0.0000000 0.0129340 0.0022193 -0.0070576 -0.0343590 -0.0528010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.000 0.000 0.000 10.5059206 7.2592687 9.3929927 6.6005790 NA 9.3937808 7.4318820 10.0981065 9.8739076 11.3520574 9.9832013 -1.4445765 6.3562653 9.5319288 5.3696584 8.3102524 10.4295777 9.0432048 -1.4445765 5.5440495 4.1403288 0.5553254 8.7215278 6.2418650 10.5027825 10.9766407 10.9221814 7.1478216 0.1403860 NA -0.4445765 10.1613071 7.4071139 8.9562443 -1.4445765 5.6321810 9.5602874 10.4311141 7.7051119 10.4509401 9.2453628 3.3102529 10.6622548 5.2558028 10.1705345 9.3194070 6.3169169 7.5581796 10.0666232 7.6187599 13.2888038 9.8642725 9.9899930 12.3246860 13.0942205 7.2696101 8.8221514 10.2348448 6.0945232 9.2601330 6.0065763 13.2019797 9.3819132 10.3655346 4.7841846 3.7648132 9.9879066 8.8430772 12.5710411 8.4241873 12.6007831 8.8488364 8.1700748 9.4516972 10.9255072 9.9396089 16.6749341 11.2669156 11.8679641 13.9020170 10.7104992 0.5553254 10.9892110 9.9249621 8.8291605 8.9347432 7.2968318 10.2326440 12.7731710 10.1166527 11.6239734 1.5553744 5.5553652 6.5553652 11.2093294 12.1851767 6.7985392 NA -1.4445765 10.8787011 12.6545481 11.1890252 7.5326450 11.0039973 11.529779 13.073465 10.976641 10.739620 10.053217 6.755037 9.917309 6.497879 9.000380 5.532644 9.522591 6.544049 7.336724 12.636670 8.999344 11.710025 10.156207 1.140321 14.315123 6.063000 5.956245 7.502271 9.937989 10.076474 4.199225 9.607933 10.138448 9.297674 11.094039 6.269611 11.280944 10.723410 NA 12.932304 10.647461 10.183810 1.140321 10.806847 9.848836 1.555374 10.067117 3.014802 8.960506 7.109954 9.219812 9.103108 3.310253 8.939069 5.125221 11.191083 10.346935 10.960240 13.117846 10.314837 11.333031 10.051220 10.922506 7.613356 5.094523 9.586032 9.680132 1.555374 1.877312 NA 9.618760 11.505007 9.521149 3.555362 7.687222 8.364329 9.966346 TCGA-BP-5182 56 0 NA 1165 kidney stage i t1a n0 m0 male 2007 1172 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 7 2 8 2 2 NA NA 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.14109554 NA 1.65021311 3.35891664 6.23543413 9.10122590 4.40330863 11.11797238 12.36041262 7.48045013 9.71040783 10.37815968 11.78452574 13.25529663 10.30728370 11.35750686 9.84976725 8.42214973 7.24461310 13.71450843 5.73395624 NA 9.36594379 9.75016012 10.23236060 9.81115775 4.11380050 -0.05619117 8.22000340 9.98645033 12.45521981 9.78465693 6.38128510 5.59732259 9.96346964 10.76432384 6.68534591 12.79113209 10.41893677 10.21339528 10.51278510 8.11046034 7.13040582 4.98827113 11.89066340 10.60891872 10.45661942 7.94950342 NA 10.79476902 NA 9.74800998 7.82448275 -1.64115367 9.87953516 9.88247844 8.42903760 9.52070962 2.81833931 7.81834826 9.81834810 3.16626554 11.75779372 9.20675676 9.77676891 5.60684489 11.63801771 14.33965851 11.01377621 8.51499961 9.71866592 16.21716462 9.51246849 7.87658570 10.36699488 4.26580442 9.48239132 7.32470081 11.35521337 9.09277907 13.52201573 1.35890258 7.14217651 8.82550263 10.21144593 9.18148723 4.11380050 9.37084256 8.90001301 11.94188165 7.48562084 14.83309991 10.34795604 10.41745277 8.78098128 11.74881664 NA 4.98827113 12.61556743 11.45117808 7.43305792 7.90001301 7.15657763 9.12461686 8.87855278 10.73341256 8.84071594 9.16707612 8.58773514 8.90870124 -0.05619117 9.82754056 8.94011711 9.68815220 10.25221801 9.47980229 7.80806515 12.18279216 9.70432162 13.16516396 5.91350460 2.52884633 10.62921180 9.69151253 8.53633581 10.30509170 -0.64115367 4.58773702 2.05935528 13.65332181 8.76405781 9.93681723 12.07926760 10.03134185 8.58171127 9.43973408 5.52884008 6.88247799 9.60565711 11.06993808 10.06282005 11.36812047 10.44869791 8.36173152 10.97247576 10.25865094 6.28965375 4.42500268 0.94388383 7.87658570 0.94388383 -1.64115367 9.15576719 13.00384299 9.37711659 9.50612129 10.02380812 2.35890258 10.15130010 7.60446946 9.38373755 11.05349199 8.25070014 8.77571397 7.30436045 6.05935528 10.02113975 9.09277907 11.15678061 11.09764207 12.41952794 8.82754056 11.55966182 9.39509001 10.04541703 9.02957270 9.84222838 -1.64115367 8.97638397 11.16203854 7.82654213 8.36242035 10.02558435 11.20519033 9.05848887 10.06282005 11.51310163 11.02735825 6.93256320 9.83464991 8.86203660 5.80185965 6.64431922 NA 8.66952927 7.29555406 12.98736199 10.66668648 8.85177121 10.72523868 9.86174822 9.84273218 4.66269543 10.64979929 9.17109371 7.65123830 10.10206782 3.40330863 3.88247676 9.11046060 4.35688328 8.36874522 4.31311522 10.88419258 5.64431778 10.53820358 5.63708853 NA 1.81835976 11.59627582 10.61541998 11.24518462 10.95696894 10.52445160 9.56715087 9.43973408 5.63587916 10.80289597 11.23658404 9.70099120 11.83667473 0.35895883 NA NA 10.06022293 8.96161523 9.24461287 4.38128337 14.48196681 13.89270243 10.82065167 7.75663371 10.47396008 NA 1.94388383 NA 2.88248655 14.29419662 8.65697895 8.82652211 12.55536488 NA 8.35185488 9.09342285 10.79093629 4.89807288 10.68112630 9.79093637 9.19338761 8.42635073 9.14926496 11.57778238 10.85352204 10.50038500 11.06195484 8.10710929 9.70709128 8.02425263 10.18705299 4.48820006 7.19496660 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3.78249244 7.29849611 10.89419183 7.30436045 -0.64115367 6.38682301 4.62570300 0.94388383 8.87264410 2.94388383 11.16250475 11.11797238 10.77783376 7.61158184 2.26579692 -1.64115367 -0.05619117 9.96161537 7.60209011 9.23312927 -0.64115367 7.10375045 10.0961638 10.7717509 8.5288416 10.0795882 8.8854157 6.0868368 11.1026990 5.3131116 10.6976528 9.5425517 6.7296044 6.5732351 9.9657843 7.5634876 13.8200122 9.8617482 10.1171397 12.9121257 12.8419134 7.7076449 8.8597584 10.4801261 9.5604278 9.6931897 6.7076449 13.7451494 7.7555212 10.3568015 6.3361959 0.9438838 11.1026990 9.4720074 13.4211734 8.9616152 13.1651640 8.8346499 8.5035745 11.7334126 11.1510967 10.0313418 15.7303273 11.3681205 12.7828858 13.3212251 10.9770725 1.5288213 10.1476347 9.9630063 11.0253624 9.0927791 7.1468191 10.0654125 12.8376861 11.3056400 11.5715633 3.8183495 5.7426207 6.7252381 11.3378056 12.2643975 8.3174691 NA -1.6411537 9.6546854 13.0189123 11.1262609 7.1726975 10.9382324 11.7160560 12.9302543 11.1179724 10.3781597 10.3072837 7.7009910 10.5341541 5.8427325 8.9736262 6.9438791 10.2710574 6.6853459 7.7032122 12.7248192 8.8376860 11.9578994 10.7001573 0.6808644 14.2424189 6.0737795 6.4674409 8.0104526 9.8990445 10.1874497 5.1003848 9.3833637 10.1762998 8.6558326 10.9578994 9.3575069 12.9272289 11.4478703 1.6808644 11.3888938 10.6402670 10.7904141 1.6808644 11.4631876 9.5016617 3.0593553 10.5868331 6.6718000 9.3232572 6.8627427 10.0238081 9.4284603 6.3419093 8.6139449 6.0524029 11.1620385 10.4589217 11.0390562 12.9873620 10.4994268 11.0074988 10.1020678 10.9609193 7.1037504 6.7977082 9.6887128 9.7893690 3.2658119 3.1662655 -1.6411537 11.2531658 11.1456496 9.2575177 2.5288463 8.3518549 7.6626969 10.2751691 TCGA-BP-5183 57 0 NA 1291 kidney stage iii t3a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.508417e-07 7.5 32.5 10 35 15 7.93386176 11.11435160 10.10938955 7.86781679 9.82456978 7.90265187 7.35868988 10.49057514 9.63990429 -0.07172444 2.20920380 5.51320016 6.76112700 9.31733075 8.19267995 10.64719829 11.98063558 7.62867737 11.28688854 11.31732815 12.09737940 14.62646097 10.18680335 11.19297313 8.52815011 6.55028967 7.37532099 12.87769932 6.49048028 -1.07187607 6.99970016 9.86487528 10.64933648 9.82910415 2.92823766 1.73560882 8.37532056 9.75557996 11.24168725 8.36494881 6.17616517 11.94678528 10.10128974 10.58376803 5.77372738 11.68895728 4.90551938 10.95025829 10.34872395 8.29237179 7.19033238 3.45180456 11.01271357 10.66082872 10.64677019 8.11311287 NA 10.52952065 2.89539957 9.09062879 7.99701572 2.92823766 10.25747306 9.98148451 8.49238679 9.89500233 1.51318752 7.20436182 9.40700704 2.38766583 10.60859683 10.73156121 7.32055508 2.73558716 11.82599017 11.75040979 10.48378515 8.95614322 10.19794842 16.50869466 9.65360358 8.41003661 9.51788843 5.11806066 9.26920010 7.03676156 10.09125791 4.05751959 12.30815715 1.25017333 9.22713625 8.45961891 10.31733087 8.49047988 2.25017333 9.82683874 7.43939708 12.12453209 6.86487575 15.63248008 8.79242364 10.68119914 8.63386963 12.74402087 -1.07187607 4.35450153 13.52588256 12.16425153 7.63559624 6.42008991 8.41003661 9.42708652 8.54845705 10.92046757 8.82002096 8.75795997 9.24678026 8.66294710 0.92819975 9.34925026 8.54845705 8.69310881 10.74281981 7.74522119 8.32484210 11.66549310 9.73800543 12.55074679 -0.07172444 1.25017333 10.13403055 9.88627517 9.53093611 10.42708652 0.51318752 6.88243397 2.62868029 13.99222218 10.09690948 10.49809296 13.62428115 9.47898414 9.01702551 10.12852295 4.65615883 7.05235829 10.39838778 10.94713297 10.65275115 11.29023863 10.45522549 8.59712217 8.76112734 11.27419695 2.92823766 0.92819975 4.32055688 9.04328107 1.73560882 -1.07187607 9.31086131 13.13471756 10.09565547 11.19736403 8.65445559 3.01569381 9.89690407 7.97263120 9.66234562 10.79937254 6.88823913 10.27696546 5.43603188 5.53645394 10.50755325 8.64762607 10.78544078 11.40042046 12.46969699 9.52907950 11.83550360 9.40902746 10.97842611 9.60309163 10.97365576 -1.07187607 7.72589858 10.58689513 6.10725056 8.99021603 9.77215834 11.55394616 8.42608902 9.47513171 11.83456428 11.11497060 2.92823766 9.95476077 8.61479044 6.32055508 6.48282570 1.92823766 7.42009075 7.42009075 12.77166771 10.48282620 9.14982433 10.61867190 10.02033371 8.84560954 7.06266357 10.97236504 9.11063181 8.17853589 10.27475110 -0.07172444 5.35450153 6.38766927 2.99432628 10.36858743 2.83513583 9.88533932 4.25016575 9.47416709 6.32029693 NA -0.07172444 11.30978027 11.17616486 12.02495250 11.39507855 11.47994559 8.72913739 9.64591381 7.31827707 10.98250245 11.09314425 9.80091219 12.14210099 0.92819975 2.38766583 -0.07172444 9.81545791 9.42708652 8.79397064 NA 13.95290088 13.90895708 9.58287340 6.35810435 10.19150652 -1.07187607 1.92823766 -1.07187607 1.25017333 14.11462244 8.08305537 8.28358846 10.89726403 NA 8.93386176 9.29687469 10.74081577 6.36286610 10.50849590 10.13647173 9.32698107 9.08178939 9.12299412 11.36884702 10.86266541 9.59712236 11.19414536 8.00772195 10.22817222 7.05752067 10.39686140 5.27891030 8.11739480 10.28688854 -0.0052610 0.0000000 0.0216030 0.6128100 0.0073609 0.0120970 -0.0033243 -0.0231550 -0.1096800 -0.0052610 -0.0052610 -0.0052610 0.0000000 0.0000000 -0.6366500 -0.6351000 -0.6351000 -0.6351000 -0.6196800 0.0192230 0.0183830 0.0120970 -0.6254100 -0.6254100 -0.0033243 -0.0040162 0.0259520 -0.6315200 -0.0067813 -0.0442800 -0.1116800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 -0.624 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 -0.624 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 -0.625 0.000 0.000 10.57074032 6.89402103 9.34503482 7.38955305 NA 9.09062879 11.34318677 8.92550163 9.62780981 11.59823627 9.80858616 1.73560882 6.40397151 9.69393782 3.49322461 8.50566628 10.84598237 5.43603188 2.51318752 7.20900782 5.07798638 0.51318752 8.08558452 7.19502370 11.31206582 10.64719829 10.52883324 7.60771720 2.25017333 -1.07187607 -0.07172444 10.22113406 8.01304569 9.44885595 NA 7.70959737 9.415072 10.435537 8.265859 10.714507 8.602430 4.810880 10.579289 5.894022 10.178536 9.716140 6.703025 6.676430 10.167836 6.988933 13.338954 10.405490 9.626942 12.994495 12.497974 7.783106 8.480907 9.509438 7.036762 9.648482 6.628677 12.824664 8.062664 10.067149 3.451805 2.735587 9.921883 8.746820 12.161857 9.631276 12.550747 9.581978 8.314100 9.623466 11.114042 9.478984 15.627498 11.290239 11.311672 13.752798 10.998023 -1.071876 11.275582 10.403971 10.438507 8.647626 7.864875 10.163055 12.361692 11.000705 11.292098 1.250173 6.600662 6.972632 11.211904 12.689373 6.528151 NA NA 10.075442 12.796867 11.515745 7.600663 11.210167 11.1636533 12.5079068 10.6471983 11.3173282 10.1868033 7.6629467 10.4799456 7.1474054 9.2912769 5.5281493 10.1006648 5.7737274 3.0981669 12.4431585 8.9394646 11.3376283 9.7547858 3.0981669 14.3700468 6.9859045 7.2813839 8.9702796 10.2983798 9.7642878 4.7611257 9.3897167 10.1370813 8.1761647 11.0364351 7.3119417 12.2011587 8.6980750 NA 11.7108261 11.2543859 9.8766046 1.7356088 11.2580337 10.2546668 4.0157027 10.4985674 3.1761632 8.8275942 10.6642163 8.6544556 9.5781851 4.8351257 9.0588078 4.2136428 10.5868951 10.3450348 11.4268373 12.7716677 10.8169806 10.7464200 10.2747511 10.7132811 8.0130457 6.6217237 10.0288996 9.6544554 1.7356088 3.7862200 0.9281997 11.2219964 12.1520068 8.8619281 3.6831238 8.9338618 8.8692851 10.5429472 TCGA-BP-5184 54 0 NA 1133 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 2 4 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 5.895622e-07 3.468013e-07 11.1111111111111 33.3333333333333 22.2222222222222 14.8148148148148 18.5185185185185 8.3801749 9.8873504 9.7377741 8.5171485 9.7810656 6.9514806 8.1026996 10.1217890 8.8273748 -1.1571418 1.4914427 3.6503165 6.7133205 10.0209987 5.6503108 10.7814332 11.8739682 7.5153813 10.1648844 10.5390545 11.9034834 14.0628160 10.3202086 11.1941716 8.5810484 6.7618198 7.0717745 12.0195969 6.1738730 NA 8.8805031 8.9540919 10.0985751 9.7729544 2.0128904 0.4279279 8.2092784 9.6695048 11.1478780 9.2459683 6.4279195 7.0669578 9.7773844 10.9066884 5.1467367 10.9939728 7.0956217 10.6094852 10.5158236 8.1190807 7.3267719 3.9722423 11.1861420 10.2141884 10.4456551 7.6308590 NA 10.9363408 NA 9.3859881 7.7133212 NA 9.9029766 9.5886307 8.4447271 9.4175498 1.1649150 6.5082924 9.4502867 3.7009390 10.9818680 10.2869359 8.5241946 6.9304192 10.6335695 13.3131067 10.6478940 8.5623451 10.3338072 16.5620844 9.7818008 8.5118412 10.3378119 4.2692202 9.3743377 7.4759514 10.7148615 6.4795814 11.9825077 3.2537019 7.0812182 8.9722394 11.4283883 8.9825077 4.1648828 9.4958013 8.0621250 12.3200821 7.6078281 14.7555154 8.1050510 9.9373706 8.3704333 11.1532851 NA 2.8429587 13.0117067 12.0598537 7.7286525 3.4279145 7.6177437 9.6136202 8.2374189 10.5674702 8.4832011 8.8144998 8.4558249 9.3125980 NA 10.0639392 9.1179168 9.4109124 10.2812283 9.4428691 7.8736231 11.5560635 9.5011678 11.5351359 -1.1571418 0.4279279 10.0645434 9.9876973 8.8555808 9.6782172 -1.1571418 5.3186892 1.8429386 14.1075455 8.4668379 10.2602814 12.8924645 9.1716312 9.0837476 9.4868125 4.5978410 6.0908831 10.6349331 10.9307506 10.0807637 11.7341229 10.1966545 7.9436184 9.5606328 10.1955515 5.6631340 2.5433969 2.6503050 8.5277049 -0.1569810 -0.1569810 8.6373722 12.6491031 9.9056770 9.9786656 9.2817481 2.5433969 10.1347025 7.7286525 9.9909434 13.8497207 7.5911490 9.4344787 5.5433969 5.1581956 10.5016141 9.0908839 11.2155493 11.0484441 13.5106223 9.0091571 11.8984082 9.1850310 10.8691339 9.3487678 10.0813611 NA 8.4222721 11.6797957 10.8187863 9.5325350 9.3762860 11.5608469 8.8072973 10.2967413 11.3239988 11.0453862 7.0621250 9.4677516 8.0433401 5.0908831 6.7316992 NA 9.0414013 6.8316404 13.1992019 9.7978795 9.3328041 11.2350053 10.2993107 9.7935121 8.7377740 10.5498839 9.0979850 7.4051985 9.8928048 3.2352675 4.8653250 8.3207144 8.4811387 7.3227367 3.2352675 10.7887659 7.7795940 9.8805032 5.7151685 NA -1.1571418 10.6539295 10.5394892 11.1941716 10.8259498 10.4147089 8.5171485 8.8401359 5.9299945 11.5869492 11.6333048 10.1699474 11.3467820 1.6503050 -1.1571418 -0.1569810 9.9882517 8.9566985 9.0813609 7.6535280 14.0260876 15.7048913 11.1589549 8.5464446 10.1473076 0.4279279 -1.1571418 NA NA 14.3270239 7.9090452 9.0717750 12.1238720 -1.1571418 7.9540922 8.8312718 11.0988700 5.7498480 10.5438294 9.5649099 9.6045075 8.4850081 9.2234172 11.2117356 11.0250402 9.5802037 10.7198569 7.9799476 9.6607393 8.8928048 10.3075021 3.3677764 7.7707346 10.2565842 -0.00207840 0.00013863 0.01056400 0.00666530 -0.00777000 0.00499690 -0.00788630 -0.00110870 -0.01422800 -0.01766600 -0.00207840 -0.00207840 0.00013863 0.00013863 -0.55066000 -0.55066000 -0.55066000 -0.55066000 0.00430210 0.00652620 -0.00553750 0.00388540 -0.00249380 0.00444110 -0.00802440 0.00235810 0.00652620 -0.00152430 0.00000000 -0.00539920 -0.01422800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.552 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.552 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.287971 6.700938 9.826662 6.972291 -0.156981 9.135278 5.012881 10.582893 8.401377 11.394436 10.030308 -0.156981 6.543395 9.201607 3.956493 8.198308 10.768511 5.543397 -1.157142 6.269220 4.570876 -1.157142 9.032781 6.334810 10.663805 10.781433 10.909355 7.420385 2.749856 -1.157142 NA 9.958000 7.900948 8.888716 -1.157142 6.318689 9.5338273 10.6710928 7.6144456 10.1196624 8.9396715 4.7736957 10.4572060 5.0908831 10.0059769 9.6986034 6.3586565 8.0693687 10.4535198 6.8145004 13.2908144 10.0536277 10.1800206 12.8941652 12.6791004 7.0178818 8.9197718 9.7255994 7.6758463 9.2190816 5.6373726 13.4782776 7.7468381 9.9036522 6.5776660 2.5433969 10.3080125 8.5029523 13.3162815 9.1883616 11.5351359 8.9184354 7.6758463 8.3762860 11.2918469 9.1716312 15.8936871 11.7341229 11.6375752 13.3235572 10.4363474 0.8429386 10.4479728 10.6603398 9.7905932 9.0908839 7.6915795 10.2523472 12.7746172 10.1911312 11.7606976 3.5433969 5.7618198 6.8316404 11.1925139 12.1592378 6.9357131 NA NA 10.1254656 12.8593293 11.0511754 7.2982835 11.2013328 11.724644 12.819162 10.781433 10.539054 10.320209 7.066958 9.550315 5.909046 8.921107 7.191684 10.028451 5.146737 7.570877 13.018732 8.410912 11.707142 10.407106 2.650305 14.181867 5.960963 5.854183 9.193365 9.941646 10.039558 5.217995 9.121406 10.178905 8.479273 11.408058 5.785472 11.530988 11.328534 -0.156981 12.687172 10.614446 10.571727 -1.157142 11.121406 9.493110 2.164883 10.078372 9.911735 8.739289 8.629226 9.281748 9.229422 4.820235 8.926436 5.472312 11.679796 10.366028 11.396826 13.199202 10.610313 11.472085 9.892805 11.213099 7.694705 5.071776 9.426039 9.674264 3.235268 6.663135 -1.157142 10.724070 11.381024 9.259754 4.570876 7.954092 8.632490 10.052410 TCGA-BP-5185 56 0 NA 1132 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.05799229 9.11200494 8.62151016 NA 0.39615949 5.22743304 9.19941789 9.25036901 8.22743208 9.23204887 11.24352610 4.80000942 11.12318222 10.39427114 11.88674199 14.40821157 10.31162731 10.08668811 8.16119841 6.55673901 5.33434659 10.55305469 6.28187997 NA 8.01884556 9.43388313 10.75581110 9.97545293 2.94202649 1.52697021 8.00272558 9.85042253 10.31598255 7.42584531 6.29958170 12.42231524 9.01884556 11.04400559 7.90781423 9.84591182 3.40146664 10.35142085 10.73237843 6.60024150 8.02417892 2.94202649 10.04793844 10.78438031 9.86980788 7.24581032 NA 10.29186402 NA 8.80621610 7.23665046 1.52697021 9.87866787 8.60736583 8.06615110 9.58948842 -0.05799229 6.22743304 9.14170228 3.94202649 9.45772971 10.79065289 7.60736583 4.64247054 9.13182970 13.41383214 9.45575750 9.88454450 9.86980788 16.31727304 9.56224968 7.77492012 9.83987537 4.52699525 8.93355169 7.73644590 10.84741696 5.58588493 11.39221018 2.52699525 8.60266769 8.34717133 10.49565919 9.03214245 4.69691747 10.45674394 7.09177704 10.92787187 5.43388417 15.00691118 7.04006172 8.83808984 8.38497322 12.08668818 NA 2.26396585 14.52246517 11.25434567 8.40963532 4.46558926 9.40350932 8.53821959 10.76619312 10.60380806 6.69691747 8.28187997 8.43788479 8.81547392 NA 8.93638324 8.79689815 9.66824804 10.55857875 9.37248247 6.90781363 11.32439997 10.17325113 11.43488453 NA NA 10.48602839 9.18043458 9.40963554 8.71021408 NA 7.33434749 4.26395834 14.59526689 6.36829517 10.73644582 14.51615036 5.82467367 11.98403124 11.49565924 2.52699525 6.87276721 11.10190124 10.06873435 11.18103172 10.74696763 9.71021426 7.80621577 7.11195462 11.37404979 5.87276721 NA 3.40146664 10.95814174 -0.05799229 NA 9.10944806 11.72379945 9.58768827 9.68349698 7.71681672 1.52697021 10.05837386 8.86684247 11.66402197 12.78438027 6.43388250 10.27182622 6.93071487 4.26395834 10.12814413 6.22743304 10.22511825 11.79143504 11.92822751 10.79065289 13.93115830 8.52323065 9.29075798 8.65970625 10.24009247 1.52697021 7.36829430 10.63464545 10.15172693 9.47370372 9.35354098 11.04597339 6.91931028 9.66483746 12.10850688 11.12069479 6.17084843 9.77333721 9.07763663 5.80001201 8.51567698 2.26396585 7.95325709 4.74938409 13.34863356 10.50236273 9.43588545 10.95045857 11.70233405 8.89622613 7.38497365 11.74753602 9.70025313 7.68349716 9.12442430 2.26396585 5.82467367 7.47341109 9.70181829 7.12193855 2.26396585 9.68012213 6.00811932 9.09937674 7.30133980 NA NA 11.26226636 10.89258585 11.53448698 10.86906710 11.65927793 8.15148340 6.17084843 4.95950588 11.28965133 10.68686378 9.38289914 10.38082175 -0.05799229 0.94200771 NA 9.52323045 10.13678674 8.21349310 6.20881571 12.06808904 14.09312577 10.40146152 7.85300258 10.45772981 NA NA -0.05799229 1.52697021 12.82123026 5.55673901 8.15634908 10.88600981 NA 6.68349716 8.50427239 10.22047942 5.94202883 10.49757774 11.46999558 8.91644440 10.31598255 9.24352604 11.45427657 10.89185667 9.02417892 10.30944463 8.34290937 9.53484192 5.84892084 9.43988178 3.74938409 8.11310662 11.88344441 -0.0490190 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7.76220861 9.95465450 6.93071487 -0.05799229 7.84892084 4.11195775 1.52697021 8.60380806 7.54936036 10.57298864 9.23204887 11.85111671 6.78751997 0.94200771 NA 1.52697021 11.41370514 7.70358109 8.36409481 NA 7.04006172 8.9864240 9.6834970 9.4197881 9.4966187 8.3429094 4.8489183 9.2366507 3.8489183 9.0609709 9.5622497 7.1804343 7.3083518 8.9106967 6.6562761 12.7044120 12.6243662 9.0738869 12.5234659 12.2274321 5.8489208 8.0505545 9.5512088 6.7622093 9.5768411 6.3514216 13.1247346 7.8185470 9.3039736 5.3343466 1.5269702 9.3828991 6.9864246 12.1997124 9.5023628 11.4348845 8.3514207 6.7493854 6.1899570 10.5939785 5.8246737 15.6436342 10.7469676 10.1182031 13.4166231 9.9671695 NA 11.8212302 8.2134931 9.4096355 6.2274330 7.4966189 9.8353315 11.9052873 8.3471713 10.7242092 4.6424705 7.4966189 6.9193103 10.5930816 11.8608932 6.6699508 NA 0.9420077 8.6179871 12.2929691 10.2613182 6.8962258 9.7717527 11.67716280 11.53448698 9.23204887 10.39427114 10.31162731 6.02949264 10.35459982 3.26395083 9.59666592 6.11195566 8.87276721 7.90781423 7.09177704 11.16602559 9.54750940 11.30616459 9.19232833 1.94204526 13.52004875 7.00391363 5.18995894 8.39010488 10.25264273 9.01617147 2.26396585 6.95325709 9.84289667 8.13185439 12.14476596 4.46558926 10.44187580 10.82543688 NA 11.29407337 12.18817672 10.75981305 -0.05799229 9.57138652 8.30835223 1.94204526 9.80156465 9.92929392 6.05055394 6.43388250 7.71681672 8.95864319 2.52699525 9.13185439 5.11195357 10.63464545 10.17325113 9.97269710 13.34863356 10.98163442 11.14047500 9.12442430 12.06226782 7.58588643 5.55673901 10.21931738 10.13924667 0.94200771 2.94202649 NA 8.77175256 12.71712781 7.78751997 4.58588793 6.68349716 8.15634908 9.95045850 TCGA-BP-5186 50 0 NA 693 kidney stage i t1a n0 m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 4 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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40.625 28.125 8.847988766 10.232630660 9.558366946 7.057133971 9.797862841 7.371866361 7.506744737 8.411650378 9.039985531 0.406101238 1.869437151 4.049935653 6.677544887 10.150916042 6.798399219 11.026301973 11.640600278 8.015261157 10.321961570 10.818122695 11.969159234 13.422215337 10.329781093 11.411004844 8.442255979 6.929644259 7.242132772 11.792117096 5.798400515 NA 9.123758524 9.271042064 10.395476619 9.898936743 3.160968578 0.728051108 8.399020663 9.796788512 10.432951371 8.458650220 6.113442138 3.654011561 9.933559213 10.541791459 5.763634654 10.728855351 5.360279988 10.371505719 10.351160208 8.083801604 8.082039371 3.213440607 10.037714000 10.290252632 10.583501690 7.709862692 -1.593789891 10.890895033 1.923339372 8.996669224 7.842793456 0.991027447 10.215046357 9.541791459 8.501479352 9.474551436 1.213440607 5.493544866 9.251572118 -1.593789891 11.558050042 10.448083465 11.333860142 6.493544866 11.241929301 13.787625122 10.452524088 8.463694789 10.184980691 16.588515322 9.792483669 8.674039338 10.037714000 4.472169304 9.732511732 7.493544866 10.793291735 5.865513061 12.420364234 2.401575859 7.227601504 10.095643473 11.230046442 8.823934652 3.264055953 9.790865852 7.511990580 12.257343200 7.785460315 15.498780890 9.010635517 10.434392311 6.422890609 11.471329993 NA 1.991027447 13.477376929 12.439677232 7.985397963 3.106515831 8.598374883 10.109985752 6.366084369 11.383183165 9.564691780 8.862436513 9.386935720 9.237389480 -1.593789891 10.364634914 8.926700723 9.737559006 10.486233488 9.722929429 7.802686958 11.346737101 9.721231658 12.580227635 -0.594007640 -0.008972553 10.078949474 9.468128330 8.735878542 9.907421740 NA 6.020791085 4.288727680 13.567017163 8.768025818 10.447056770 13.214845281 9.671111113 8.578509689 9.551377586 3.929639526 6.929644259 9.851097027 11.198465792 10.267556865 11.234188914 10.587855602 8.450476387 8.400435462 10.771857772 6.794099999 3.106515831 3.991045593 8.250003216 1.213440607 0.406101238 8.626460675 12.853165396 9.908913908 10.730544011 9.678711924 2.929639526 10.392279745 7.787625091 9.625165995 11.706434717 7.366084369 9.345661383 5.952976485 5.417309082 10.440881104 9.079391179 11.391034582 10.927682643 13.401407679 8.721039360 11.549943654 9.033615990 11.021941670 9.595289002 11.457291093 -1.593789891 8.884851860 11.254118216 10.154853670 8.936907904 10.024926465 11.438300130 8.312972781 10.423238529 11.014568005 10.944998595 7.560900628 9.331636702 8.045622073 5.147550927 6.798399219 -1.593789891 9.165970459 7.092582739 12.886114976 9.724059998 9.226261172 10.545633480 10.352622926 9.791405326 8.436749431 10.921722914 8.856262419 7.679877666 10.229051306 3.865513061 5.049940008 9.189080292 2.493544866 7.213436718 4.213440607 10.753980356 7.197245203 9.750322607 5.317054383 NA -1.593789891 11.056011937 10.599915538 11.371325364 11.139521232 10.821823957 8.822879571 9.204554027 6.700196937 11.985515978 11.576633191 10.128462766 11.849414289 -1.593789891 0.991027447 -0.008972553 10.008780989 8.619186288 9.365359659 7.184159271 13.759849287 15.618901498 11.558050042 7.889353678 10.226261172 0.991027447 -0.594007640 -1.593789891 NA 14.334253526 8.335340775 9.261729426 11.985280222 NA 8.522426171 8.978175891 11.196430677 6.811223110 10.571931311 9.573500260 9.996201307 8.742588684 9.051740505 11.276254184 11.482396765 9.992921913 10.669644769 7.853165435 9.555194196 7.348596270 10.438816694 4.980185286 7.910563586 9.880802134 -0.00221680 -0.00124730 0.00861350 0.00083195 0.01934800 0.00444110 -0.01326400 -0.00346270 -0.01532900 -0.00221680 -0.00221680 -0.00221680 -0.00124730 -0.00124730 -0.61162000 -0.61162000 0.00861350 0.00861350 -0.00188130 0.00083195 0.00416320 -0.00897540 0.00027728 0.00027728 -0.01326400 0.00000000 0.00152550 0.00332990 -0.00013862 -0.00110870 -0.01532900 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.453546901 6.625250030 9.946694605 6.738789450 0.406101238 9.324200128 6.428450626 10.529857638 8.562165326 11.418551336 10.118179175 0.728051108 6.232630061 9.621008418 7.220760416 8.384792814 11.423586574 5.952976485 0.406101238 6.705289555 4.960669241 -0.594007640 8.899937510 6.639702468 11.078410296 11.026301973 10.590052443 7.461364846 3.049944363 NA -1.593789891 10.015260878 7.815472961 9.241343028 -0.008972553 6.085562749 9.285665533 10.698116184 7.871648394 10.124186852 8.903933950 4.815472961 10.820238887 5.147550927 9.987753592 9.118609163 6.488230594 7.433988463 10.244498227 6.590958248 13.321074525 9.919316244 10.259781625 12.933559176 12.884093344 7.273361094 9.186621880 9.828146959 6.718965705 9.420800066 6.106522113 13.348367574 8.246860284 10.409248675 5.998538531 3.615534006 9.876232677 9.042706710 12.890338652 9.572872999 12.580227635 9.478214677 7.979729280 8.890905062 11.265616980 9.671111113 15.965489138 11.234188914 11.864104217 12.957009276 10.888133779 0.406101238 11.010403762 11.286813589 9.773496951 9.079391179 7.700703263 10.125470945 12.748226295 9.566584008 11.618882513 3.615534006 6.160970595 6.937463278 11.290061828 12.395742760 7.160969586 -0.008972553 NA 11.378882491 12.462042398 11.427917560 7.613096215 11.172404005 11.6681770 12.9868707 11.0263020 10.8181227 10.3297811 6.3602782 9.5289102 6.1874412 8.6288771 6.0207911 10.2617293 5.7636347 7.8133502 12.8082102 8.8685843 11.6068275 10.6897493 2.6540001 15.2504569 5.8080709 6.0059950 8.8517697 9.8386241 9.8619231 4.9910456 9.7024248 10.3159753 8.9413575 10.6992664 5.7369999 10.9520119 11.1603434 -1.5937899 12.5057587 10.4711616 10.4284500 -0.5940076 11.1515464 9.9296441 3.1609686 9.9123897 8.6420965 8.9335591 7.6728687 9.6787119 9.0512182 6.1609706 9.0811572 6.0714173 11.2541182 10.4633971 11.0627305 12.8861150 10.4408811 11.2781799 10.2290513 11.0157227 7.2515724 5.5456348 9.6130964 9.6769615 0.7280511 7.3219615 NA 10.6952366 11.4966677 9.5921963 3.7984031 8.5224262 7.8133502 10.1437521 TCGA-BP-5187 54 0 NA 406 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 5 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7402408 12.1803613 8.9563102 12.6595095 5.9668342 13.3280629 14.5164611 11.1146888 8.8166928 10.6005888 15.6762576 10.0424056 8.4889355 10.5531930 4.5849625 9.4947646 8.1179973 10.1320907 8.0797274 13.4444502 1.1255189 7.8127780 8.6749948 10.8055973 9.2076799 3.3479207 9.1826201 8.8259707 11.3317312 8.7303930 14.8653343 9.4801476 10.0938617 7.6280314 10.3471181 NA 6.2820357 12.4707513 11.0498485 7.5849625 3.4474602 8.1880270 9.3495325 8.7789730 10.4459554 9.4293115 9.3252031 9.6517040 9.2513747 1.5405729 9.6839517 8.2718874 8.9090749 10.1969933 9.2305664 9.5320902 11.5654137 9.3734583 12.4720446 2.3479207 1.8625109 10.2659346 9.5320902 8.4293117 10.0845669 0.5405233 4.0000000 3.3479207 14.1135054 4.8624960 10.2642293 10.7979562 9.8363373 8.4594316 9.1844246 3.7104924 6.5849625 11.7837424 11.4239754 9.5808581 11.8005175 11.3503365 8.1066226 7.7054755 11.1584949 7.0163013 3.1255354 6.7789734 8.3797721 4.1255271 0.5405233 9.7142455 13.4237844 9.5249869 10.6432002 9.4962183 2.7105034 10.0122436 7.7204775 9.9254493 7.2059047 8.3446994 9.2887611 5.4947644 6.0483626 9.9318120 9.1969933 11.7285390 10.8931636 13.2685952 8.7279205 10.5835957 9.5559835 11.1740178 9.6890449 8.0404141 NA 8.3153556 12.3724694 11.3191918 8.0471337 10.1552782 11.4470832 8.7789730 10.2837198 11.9161509 11.0478675 6.4947644 9.5447889 8.2133118 5.1255313 7.5739917 NA 8.9731104 7.0797269 13.1950925 9.5503970 9.3268380 11.5088752 9.6991780 9.9772799 8.0122435 10.5483456 9.2235630 7.5573764 10.5020181 1.8625109 4.6280328 10.2059043 2.8624911 7.2479275 4.7500222 11.0927571 8.1916199 10.9757177 6.9538577 0.5405233 -0.4593775 11.0005122 10.7524567 11.5482965 11.2887612 10.3805594 8.6801197 9.0463800 6.7983331 11.7491076 11.8469149 10.4683464 12.2908567 0.5405233 0.5405233 1.5405729 9.8073549 9.3860584 9.8282807 7.0951575 13.7845605 14.7659265 11.5753674 8.6753283 9.8726049 -0.4593775 NA 0.5405233 2.1255189 14.7890149 7.9751968 9.5278324 12.2937851 -0.4593775 8.3414681 9.4071983 11.2054600 5.8443480 10.5978833 8.9025123 9.4564479 8.6227174 9.1104241 11.2036817 10.9248125 9.6788402 11.4694568 8.2200484 10.1635353 8.2921122 11.2357967 5.2090283 7.8321995 9.6839517 0.01042400 0.00097064 -0.44048000 0.33432000 -0.00110870 0.00000000 -0.00995650 -0.00263220 -0.00484610 0.00166420 0.00166420 0.01042400 0.00097064 0.00013863 -0.44048000 -0.44048000 -0.44048000 -0.44048000 0.00777830 0.33432000 0.00485790 0.00000000 -0.05226100 -0.05226100 -0.01271300 0.00499690 -0.00083160 0.00208050 -0.00083160 0.00360760 -0.00484610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2470644 6.2270691 10.0651101 7.3779436 NA 9.1423391 10.0719498 10.6600478 10.9172365 11.3441062 9.9446455 1.8625109 6.5517959 8.4444501 4.1844231 8.2479275 10.8630600 5.4947644 1.1255189 6.5849625 3.4474602 0.5405233 9.0223678 7.7932339 10.2814538 11.1862268 10.7401303 6.9917792 3.3479207 NA NA 9.6801197 8.2270691 9.0364234 1.8625109 5.8624960 10.5070738 10.6300189 7.3479234 11.4676056 8.4140125 4.2954586 11.1506704 5.0324227 9.8692433 9.2971247 4.7104924 6.6066569 11.1653639 8.6066576 13.5489970 10.0806964 10.2862427 13.1320907 12.6698514 8.1441948 8.9938391 9.8248141 6.9242721 9.6120308 6.1987790 13.1791174 8.5235620 8.9025123 7.0081742 0.5405233 10.4255020 9.4277891 13.8200339 9.1104241 12.4720446 9.4962183 8.1066226 12.0157952 12.3679111 9.8363373 15.1102460 11.8005175 11.7606444 14.0294127 10.9361025 -0.4593775 10.3938779 9.8591112 10.6595094 9.1969933 8.3511402 10.1432673 13.0049865 10.3876258 11.7961783 5.9835113 4.8624960 6.4353869 10.6627493 12.6461496 5.7884952 0.5405233 NA 10.6220518 12.9793602 12.0356639 7.8026631 11.5103146 11.329287 13.399424 11.186227 11.001536 10.171745 7.674994 12.888882 6.710494 9.171746 7.893715 10.174472 6.915608 7.649093 13.119379 9.022368 11.603289 10.486744 3.540573 14.064620 5.661792 6.410933 9.335423 9.939312 9.085533 4.000000 9.317001 11.032922 8.956035 11.519636 3.000000 11.323157 11.215202 5.915607 12.016302 10.454206 10.151593 1.125519 11.353548 10.417085 3.347921 10.031419 10.163535 8.913433 9.830587 9.496218 8.577593 5.517849 9.058238 5.562935 12.372469 10.479413 11.622385 13.195093 10.268489 10.812615 10.502018 10.771189 8.370291 5.690317 9.507795 9.368705 1.540573 3.125535 NA 11.358351 11.039976 10.249652 4.898121 8.341468 8.612031 10.757314 TCGA-BP-5189 60 1 822 NA kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 2 1 2 8 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 1.179124e-06 2.774411e-07 9.30232558139535 23.2558139534884 18.6046511627907 27.906976744186 20.9302325581395 8.41598002 11.42651264 9.88970990 7.71742693 10.21569218 9.50669655 7.70099519 9.30998308 9.95352513 NA 1.53047033 3.99724724 5.94238548 9.49005622 6.24404029 11.03690213 12.03755660 7.90270070 9.00127813 11.34438846 11.62311880 14.72761581 10.22606509 11.42788619 8.65652354 5.77036128 8.14182871 14.59761913 6.47418941 -2.06854386 8.70774667 9.89802314 10.14760002 9.56233421 3.95352600 0.73855169 8.80997451 9.21771493 11.75303084 9.59604883 5.81990061 8.79766347 10.35322205 10.26487171 6.10108274 11.02935384 3.39058515 10.61261531 11.52256270 8.20728184 7.34266852 3.25308163 12.44599457 10.04912498 10.75113672 7.80306232 NA 10.33809299 2.43514850 8.68040665 7.58400189 0.93115353 9.92161574 9.93818447 8.81913934 9.75058992 -0.48378309 6.42300999 9.62013751 NA 12.50255437 9.88317036 9.74573969 5.77664621 12.58284636 11.35124906 11.21091293 8.64441477 10.54494666 16.11384741 9.44488485 8.34689884 8.46448694 4.81380171 9.68144558 6.97007597 10.85800913 7.30184459 14.00680352 1.88444163 8.51358154 8.23379605 10.59404808 8.85671155 2.45472864 9.33096930 8.72557315 12.07700981 7.91272470 15.04644967 11.06365697 10.59452186 9.58624064 11.84498165 NA 7.97418454 12.36780374 11.17358707 6.84104976 3.10107853 8.59915560 7.96044452 8.62725553 9.83390919 9.03706588 9.09102857 9.53060532 9.12344997 NA 9.65097381 8.71742693 9.45422916 9.83126924 8.28870923 7.98100608 11.99252423 9.38442783 13.06686653 3.25308163 1.73850845 9.72962907 9.30360337 8.53199935 10.76206855 -0.06884647 4.50101232 1.73850845 13.78741255 5.52361527 10.40840957 11.12868115 10.37461884 8.95837204 9.13144287 4.71251875 5.86189335 10.57117621 11.56472017 10.28457983 12.08390396 10.95681594 8.48094203 9.94098582 10.85467043 5.06044087 3.28871292 4.42301335 8.09480716 2.10107853 -0.06884647 9.75849990 13.33732903 9.15877326 9.68687936 9.61853288 3.07030345 9.85856480 7.53848772 9.25093103 9.56778195 6.85002052 8.95352513 5.83804665 6.79534357 9.81647235 9.67767155 12.09614271 10.97776968 13.03518260 8.81510626 11.26277403 9.54724660 10.75929376 9.69801319 8.82673247 0.25314215 8.08217353 11.60214539 11.10750650 7.99801324 9.80460135 11.34438846 8.35111724 9.77232843 12.03845607 10.82180156 4.27100727 9.82370001 8.46889973 5.49340076 7.29529232 -2.06854386 8.61239563 7.49148997 12.68432175 10.24715589 8.60358258 11.14106750 9.48766320 8.98508311 6.28870923 10.75173911 8.87073644 8.16956178 10.35138065 1.25308163 3.88534984 6.45471878 4.73774083 8.89260687 4.19794400 10.92321048 6.39876250 10.58322242 6.58686680 -1.06884647 -2.06854386 11.31621075 10.33550056 11.76503563 11.12791303 10.48286552 8.24063346 9.53709510 5.66661175 10.82956966 11.51975477 9.91521956 12.07669143 NA 0.25314215 NA 9.89585910 9.17492618 9.78913828 7.14304540 14.41155303 14.10692119 10.75909532 7.74575566 10.04782613 1.93115353 -0.06884647 -0.06884647 NA 14.13922010 9.19969933 8.82142163 11.81761594 NA 7.89549834 9.09415899 10.86908276 6.79843551 11.30972303 9.30402224 9.32722679 8.47708715 9.12775940 11.48538632 10.79069206 9.65737544 11.24020722 7.74654052 10.10389728 9.46789019 11.43287007 4.67383906 7.75819789 9.51424005 0.00763920 -0.06859700 -0.00055444 0.49286000 -0.00940460 0.02006300 -0.00747200 0.01293400 -0.04996500 0.00763920 0.00763920 0.00763920 -0.06859700 -0.06859700 -0.56176000 -0.55025000 -0.55025000 -0.55025000 0.00000000 0.00875280 -0.00332430 0.02006300 -0.53794000 -0.53794000 -0.00992440 0.00249690 0.00305220 -0.54290000 0.01419000 0.01433000 -0.05536400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.550 -0.550 0.000 0.000 0.000 0.470 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.550 -0.550 0.000 0.000 0.000 0.470 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 10.3743599 6.8046009 10.1548573 6.0839494 -1.0688465 8.4399422 12.0167957 10.6964661 10.6068938 11.1688617 10.3951924 0.2531422 6.4230100 9.1509308 6.0239140 7.8335321 10.8563408 5.8380466 1.3906127 5.8440466 4.4703156 2.3905851 8.9645803 6.7223198 11.0447822 11.0369021 10.1830716 7.0985754 -0.4837831 -2.0685439 -1.0688465 9.5226796 8.2002841 9.3792735 -2.0685439 6.1110668 11.335101 10.578166 7.468376 11.645832 8.631597 6.953525 11.215981 5.111065 10.293923 9.387512 5.931158 7.264312 10.264033 7.657376 13.831812 10.064300 10.320789 13.142589 12.488142 8.439942 9.355324 9.838799 8.233796 9.533392 5.538489 12.910806 8.856712 9.941336 5.712516 1.931154 10.369689 10.350854 13.811243 9.120364 13.066867 9.309994 8.604466 11.120055 11.166573 10.374619 16.156854 12.083904 12.402197 13.731375 11.482024 1.516116 10.584898 9.931157 11.488501 9.677672 7.901263 9.894415 12.870920 11.452512 11.615465 4.501012 5.271007 5.470316 11.085817 12.562846 6.284305 -1.068846 NA 10.216560 12.803159 11.716201 7.308368 11.247297 10.9467465 13.4288844 11.0369021 11.3443885 10.2260651 6.7417285 12.7979049 6.9311571 9.3293665 6.4189978 10.5684614 6.1010827 7.8350392 13.1115513 8.6462613 11.8471299 10.4741891 1.5161160 13.6895887 6.2862435 6.7352879 9.2753754 10.0843925 10.2377886 5.3823698 9.4552093 9.8954982 8.0344452 10.4471034 7.3636994 12.2252035 10.8583796 0.7385517 11.5542385 10.4456247 9.7304389 1.3906127 11.8153278 10.1095109 2.8380441 10.0539852 6.2575858 9.6202816 9.5532090 9.6185329 9.5409731 4.6035848 8.6843741 4.0186164 11.6021454 10.4438977 11.3795317 12.6843218 10.3849423 10.6726242 10.3513806 10.4608318 7.9493575 7.2119282 9.7001685 9.1861858 1.5161160 1.5161160 NA 11.3999085 10.7066976 9.8187587 4.1209822 7.8954983 8.3647427 10.2958391 TCGA-BP-5190 61 0 NA 1011 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.075084e-06 2.774411e-07 10 32.5 7.5 37.5 12.5 9.6271388 10.9365701 10.5666153 10.5696807 9.7756065 7.0472123 5.6636634 8.6516800 9.4766296 -1.1177874 1.2271249 4.5547300 6.9750627 8.7183555 7.6992886 10.0628358 11.7601642 7.4933295 10.7414515 10.3195369 11.7725692 14.3864281 9.8914338 10.8045177 7.4672673 6.3169331 6.6170148 14.1670206 8.1038920 -1.1177874 7.3937414 8.7603560 10.2431521 10.3483814 2.9697675 1.4672795 8.9855926 9.1537681 10.2799796 8.4988540 5.4214623 5.0917591 9.5333566 10.0856529 7.1159249 9.9301105 6.6170148 10.9796787 9.4058669 7.6371922 8.1490917 3.1302390 10.3106651 9.8365012 10.7756065 8.0547324 NA 10.3708330 1.4332265 8.7588218 7.8595851 0.4672795 10.3371183 9.1985865 8.6620242 9.8466458 -1.1177874 6.3169331 9.6463472 1.2042033 11.1287487 11.0547324 7.2789094 3.6896570 10.3895991 9.4672675 10.4859313 9.2713986 9.6710233 16.3916702 10.0776772 8.1815131 10.8706346 4.5547300 8.9497392 7.5080134 11.0597245 5.9266992 13.1815845 2.1617910 8.8517634 8.6944822 9.9260159 9.2842511 1.6896570 9.5888010 8.3641044 12.6589436 7.2266010 15.5317488 8.0446963 10.0160700 7.9777018 11.7203270 NA 2.2042346 14.1165985 11.4320896 7.9829673 2.3417296 8.0218561 11.1210082 7.9239639 10.6426091 8.1537678 8.0721294 8.7846800 8.8907336 -1.1177874 9.1314184 8.9239642 9.3468508 10.3463401 8.0218561 8.1373334 11.2808429 9.5225500 12.9639548 2.5827487 -0.1176308 9.9122823 9.6389863 8.9829673 9.8724089 -1.1177874 6.0721294 3.7891971 13.7486180 9.4831471 10.2053598 14.1511759 8.6504892 10.0868761 10.1099209 3.9267016 7.0064259 10.0547325 10.4970148 10.6488339 10.8642289 10.2670887 8.0893191 10.2431521 11.3678827 4.6636634 2.4672795 2.7891867 9.7024839 2.3417296 -0.1176308 8.8115635 12.7396056 10.5075572 11.3268022 8.0522300 4.2398563 9.5635433 8.5279633 9.5759922 12.3465954 6.8189426 9.5818773 5.1677072 4.0115851 10.9402967 8.2154602 11.5982669 11.6952844 11.8838891 9.7722575 12.1812267 9.3701451 10.2354518 9.5818773 9.6144724 7.0966245 7.7309279 11.1438123 5.8747330 9.5650889 9.4483590 11.4754626 9.0659403 9.0733642 10.7445549 10.9724174 4.6636634 9.9842806 8.8598425 4.9908278 6.6767202 -0.1176308 7.4710200 6.1951881 12.5349259 10.7641837 9.6178610 11.3009482 10.7215088 8.7215087 5.8480896 10.9076314 9.2573445 7.9157282 9.7549798 0.8822909 5.6371929 7.3293882 9.3106232 9.0090095 4.2042346 10.5166623 6.0421759 8.4728918 5.6237732 NA NA 11.0874873 10.5696807 11.6560623 10.8896827 10.9205381 8.1792214 7.8935321 7.1225236 10.0276003 10.8222514 10.1396928 11.5494165 2.7891867 -0.1176308 -1.1177874 9.2616834 9.7040790 8.8709898 9.1171223 12.1364478 13.4302839 9.8759510 7.7267284 9.6161676 NA 1.6896570 1.8822909 NA 14.4295911 7.0868761 8.7402861 11.2090153 -0.1176308 7.3940579 9.1333020 10.9697678 7.1302328 10.9126273 10.1929177 9.1746266 9.1266689 9.5333566 11.3366042 11.4187950 8.9253322 11.5443057 7.9697675 10.0440667 6.7340538 10.2654692 4.3085720 8.3913476 11.1005654 0.00097064 0.00055459 0.01265500 0.66087000 -0.00553750 -0.00013862 -0.00636680 0.00000000 -0.03381400 0.00083195 0.00097064 0.00097064 -0.00235530 -0.00444850 -0.67150000 -0.66661000 -0.66661000 -0.66827000 0.00583090 0.01140000 0.00166420 -0.00013862 0.00499690 0.00499690 -0.00636680 -0.00207840 0.00041593 -0.66263000 -0.00193990 -0.00166290 -0.03381400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2249353 7.3661211 9.2098576 6.6403288 NA 9.6187069 8.0396517 8.7663076 7.6537945 11.6850212 9.9457000 NA 6.6034038 9.7733291 1.4672795 9.4330517 10.4435929 5.1677072 -0.1176308 7.5792722 3.8823007 0.4672795 8.5061866 7.0167314 10.8013508 10.0628358 11.5950877 6.5405171 1.2042033 -1.1177874 0.8822909 10.3590512 8.0795216 8.8262850 NA 6.4747621 9.548529 10.033956 8.434974 10.872054 8.850972 8.772569 10.064078 5.937587 9.310665 9.600838 7.037123 6.349910 9.679966 6.139693 13.283651 11.056294 9.322136 13.116673 12.825644 6.186086 8.142048 9.519836 7.167707 9.467267 5.239856 12.114126 7.676721 9.308570 4.663663 2.882310 10.501149 8.064699 12.211260 9.182658 12.963955 8.790697 7.321097 11.546530 9.217695 8.650489 16.125516 10.864229 10.885471 13.509953 10.412223 NA 10.549860 8.508014 11.097535 8.215460 7.783172 9.813781 11.918822 9.354996 11.115625 3.130239 6.186086 5.915729 11.333774 12.345702 6.910211 -1.117787 NA 9.522550 12.697288 11.174606 7.244249 10.947048 10.6767209 12.6425051 10.0628358 10.3195369 9.8914338 6.0721294 10.9996234 4.9046719 10.0314170 6.2746232 9.3075210 7.1159249 7.2573445 11.8033853 9.3701451 11.3216164 9.1849438 2.4672795 15.0622529 6.2776240 6.0819765 9.0036053 10.7056722 9.2670886 4.2042346 8.4039055 10.2469868 6.7891958 11.2106994 5.4970151 10.7433919 10.0295099 NA 11.8026578 10.7993040 10.0339558 0.8822909 10.6517296 10.0868761 2.6896570 9.8823050 4.7891971 7.9129719 8.5931113 8.0522300 9.3637211 3.9267016 8.7167759 4.8595870 11.1438123 10.3417366 10.9714244 12.5349259 11.2756954 11.2346243 9.7549798 11.2600578 7.9239639 5.4214623 9.6799665 9.0745978 1.6896570 4.2746195 NA 10.6330119 10.8461692 8.4253368 2.8823105 7.3940579 8.7891955 10.2922263 TCGA-BP-5191 79 0 NA 967 kidney stage iii t3a n0 m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 1 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7668303 10.5560834 9.6324415 9.2138896 8.3545884 8.7192848 7.9741989 8.6611139 -0.4655399 1.8592142 4.8563384 6.8472929 8.5760686 6.7340823 10.0813039 12.2760871 4.6636919 9.1042651 10.4032320 11.2597757 14.2595269 9.7414237 10.5287628 9.4651468 6.2486544 5.4886050 13.8151077 7.5733283 NA 7.0735686 8.7775834 10.4929621 9.7858918 4.3923930 0.5343605 8.6917564 9.5456368 12.5489530 8.5484301 6.1491191 6.6429340 9.0322612 10.8614006 8.1004637 12.4549484 10.8226988 11.0451736 9.7030815 8.0382353 7.8518221 3.7823352 11.2602017 11.1056880 9.8798146 7.0020150 3.7823352 10.2169476 NA 9.8221218 7.7192848 -0.4655399 9.5230942 9.0599303 8.4973054 9.6636924 2.5344103 8.3923904 9.1944052 4.0579701 10.5664552 10.7710217 4.7823352 2.3417581 10.6145608 11.2606276 10.2917995 9.8495590 9.6559430 16.2935044 9.2606277 7.4413000 11.1435882 4.8919635 9.3091964 7.6429340 11.7033949 3.9267301 11.5095409 1.1193562 9.0944939 8.9137879 9.6917564 9.6968008 2.8563284 10.0870785 8.1380357 12.0322613 5.7438623 15.0211816 5.4651452 10.7030000 8.2383130 11.5546949 -0.4655399 6.6324413 15.3131796 9.9763161 7.1782655 6.8563371 7.5116894 8.5202513 9.3892779 10.8619621 7.3861582 8.5815335 8.6350716 9.0060845 4.6636919 9.1305991 9.3767599 9.3720373 10.0192324 9.9406144 7.8472923 11.9057341 9.9438003 12.2555086 2.5344103 2.1193562 10.2775608 8.5484301 9.0101429 9.4958592 NA 4.1782685 6.0262623 14.7810758 9.1527949 10.9089056 12.8839671 6.7438623 11.0307640 10.8393311 4.2892959 7.4472990 8.0966519 10.0121676 10.8111154 10.2120939 10.5740140 7.5059528 9.9029159 11.6202138 3.2348538 2.7043408 -0.4655399 9.6688357 2.8563284 NA 10.0009957 13.5390688 8.9711210 10.8093699 8.4231525 2.3417581 9.6942807 8.8359058 10.3576015 8.7192848 6.2623298 8.9050969 10.4584796 5.8011949 9.6205457 7.3157691 10.3791151 11.5944298 11.5760686 10.1249965 12.7063681 9.1601182 9.6752392 9.3908349 8.1854612 5.0262645 5.9606739 10.8506910 6.9712872 7.6162923 9.0638400 10.9876801 8.8290301 9.4592220 12.3381370 10.8919614 5.2348500 10.1127821 8.8320365 5.8381904 8.2992808 NA 7.6218724 5.0579701 13.1130180 10.9299436 8.5344095 11.0387319 10.1764612 9.1380357 5.4651452 11.2061495 9.6072119 7.7535778 9.4170525 NA 5.1782645 6.2209103 6.2209103 8.4856941 4.3417652 9.6258449 6.3672994 10.6210300 7.0501088 -0.4655399 -0.4655399 11.0412129 10.7168038 11.4889693 10.7377575 11.2050657 8.2209098 7.2138896 6.2594683 10.2278964 9.5678325 9.6828859 10.7062117 2.8563284 NA -0.4655399 10.1854611 10.0579714 9.0242573 8.0501093 11.7392862 13.1518769 11.4835066 7.8876885 10.2174040 0.5343605 1.5344103 NA 8.2383130 14.1811931 6.5456364 8.5287627 10.6980591 0.5343605 7.4827765 9.0638400 9.7438628 7.9181137 10.5449376 10.0928302 8.7511554 9.9363556 9.5705830 11.2779816 11.3149492 9.5498245 10.9907639 8.7316262 9.2892969 9.3025937 9.6739607 3.5901229 8.5445739 11.6774737 0.00458000 0.00000000 0.00346870 0.59710000 -0.01037000 0.30633000 -0.01147300 0.00583090 -0.00871460 0.00388540 0.00388540 -0.00760560 0.00000000 0.00000000 0.00416320 -0.63519000 -0.63519000 -0.63519000 0.00652620 0.59494000 -0.31377000 0.30633000 -0.31132000 -0.31132000 -0.01147300 -0.01086300 -0.31424000 -0.30827000 0.00069327 0.00917050 -0.00871460 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.309 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.309 -0.309 0.000 0.000 10.627167 7.435276 9.243493 6.897055 2.993837 9.772814 8.081304 9.510458 10.306724 11.944895 9.267425 2.341758 6.149119 10.106162 4.057970 6.952263 9.627167 10.458480 1.119356 6.704334 5.367301 2.534410 8.872031 8.860839 10.887247 10.081304 11.485822 7.847292 1.534410 NA 1.534410 10.847292 7.956474 9.424674 1.119356 8.887556 10.043195 10.171034 8.900732 10.914329 7.977353 6.404774 9.600499 4.341765 8.768029 10.396272 7.034255 8.383032 8.885349 6.943801 12.514013 11.901278 9.255509 12.588844 12.589183 5.262332 8.115610 9.975279 9.410926 9.196188 8.285953 12.844880 7.679068 9.328825 7.829030 2.534410 10.339347 8.679068 12.604698 9.695541 12.255509 8.438291 5.341765 12.287835 9.444302 6.743862 14.532295 10.212094 10.348992 13.719285 10.734082 1.119356 11.176010 8.911620 11.227896 7.315769 7.441300 10.119372 11.203737 10.976835 10.716804 7.417052 6.010142 6.328826 10.407084 12.258923 6.847293 NA NA 8.794153 13.010649 10.970361 6.556777 10.070657 11.5835773 11.7760947 10.0813039 10.4032320 9.7414237 8.4681002 12.5998256 4.7823352 9.7535780 6.4769244 9.2348490 8.1004637 5.3923896 11.2252673 8.8381901 11.3916129 9.5788036 1.1193562 13.3200662 7.2105077 6.6533510 8.6537916 10.1435882 10.0774413 6.2068346 6.6739606 10.0589512 6.8105344 11.7411186 6.6112255 13.1350193 10.0813039 NA 11.0247590 11.3593682 11.0412129 -0.4655399 9.9061861 9.0060845 4.1193728 10.9543696 9.2674248 6.2209103 8.6688357 8.4231525 9.1940129 8.9648621 9.6429338 5.1491211 10.8506910 11.0050683 9.9374215 13.1130180 10.8985441 10.5733284 9.4170525 11.2851164 8.1193717 7.0889981 9.8416103 9.9061861 3.5344103 0.5343605 NA 10.9299436 11.9831942 8.1004637 4.3417652 7.4827765 8.2174043 10.3288252 TCGA-BP-5192 59 0 NA 714 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 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13.55881000 10.21893043 11.50069496 7.45188696 5.87500593 7.07418536 8.38978103 6.79633169 NA 8.90883062 9.14273481 10.13181478 9.80587605 2.56110614 -0.60889220 8.35264025 9.84703166 9.76840121 8.88003498 5.57110034 1.85063943 9.87299016 10.48592830 5.35697481 9.54980045 4.52047254 10.86006929 10.55043138 8.16926813 7.56611646 0.97614364 9.47997908 10.13518366 10.72490517 7.92257251 1.19855701 10.93683100 1.39121781 9.26694017 7.71986588 -1.60867219 10.16391769 9.35336388 7.95724485 9.34911975 0.39121781 5.45727909 8.82790221 1.85063943 11.00013856 10.38342102 11.34883696 6.09855010 11.50663601 15.55639219 10.22645169 8.88904271 10.65944029 16.58021415 9.59881516 8.63078913 10.16391769 3.56111836 9.24839418 7.73104065 10.76024274 4.58101374 12.55460458 -0.02385636 7.19599911 10.29620156 10.82085906 9.06714768 4.32192809 9.72210770 7.37987564 11.93034956 6.99110343 14.50495958 9.10972359 10.33897009 7.02054776 11.26213338 NA 1.85063943 12.76351171 13.02071814 8.15107897 2.85061942 8.47997908 10.76541515 6.03504760 10.81404398 8.90393124 8.89003987 9.28676612 9.12420611 -1.60867219 9.97521373 8.59942529 9.19532176 10.60459882 9.41909683 8.34247563 11.68541372 9.80693252 12.50566514 -1.60867219 NA 10.84677481 9.55546916 8.97896838 9.81272972 NA 4.54093859 1.56110614 13.65541342 11.01232689 10.43284993 12.81942005 9.37061592 9.36129661 9.93953103 2.29807173 7.28297441 9.32930011 11.00106205 9.86641750 11.49285297 10.58194142 8.56736405 6.58594801 11.24722717 5.96862072 0.97614364 -1.60867219 8.42873786 -1.60867219 -1.60867219 8.21773916 13.75990182 10.32044914 11.16371156 9.47467006 1.85063943 10.58994275 8.13434212 9.84371005 14.71142720 7.64621955 9.09509421 9.03864908 6.32623711 10.39996946 8.98738056 11.51886271 11.30576275 12.97144932 9.07330746 11.74750518 8.97803056 11.25227769 9.40521126 10.73715031 NA 8.99388972 10.92646613 10.33187503 8.66506796 9.63138589 11.65490011 7.97239110 10.22921285 11.05874590 10.82347162 4.62001156 9.18316764 8.05833760 4.36846805 6.26770807 NA 8.76187829 7.39119117 13.15554405 9.30258272 8.74984195 10.57451595 10.04537921 9.71311892 7.96483814 10.70916861 8.93712043 7.31600360 10.02962667 1.19855701 4.93034941 6.62481007 0.71307990 7.18560692 4.58101374 10.90664419 7.94001284 10.07811584 5.31505172 NA NA 10.89700228 10.82712140 11.48543342 11.33223839 10.15689119 9.47400501 8.97808692 6.21168976 11.10715272 11.72950931 10.07725355 11.30408010 -0.02385636 -0.02385636 -0.60889220 9.61639813 9.04224241 8.46800651 2.91475585 13.87708294 14.25116224 11.59851018 7.84089686 9.94625918 NA -1.60867219 NA 1.56110614 15.45916074 8.05118664 8.92743784 11.44901330 NA 7.98551523 8.98451644 11.02441305 5.92257132 10.35769616 9.36560528 9.66265378 8.69154324 9.43967757 11.34575063 11.41390534 9.89799425 11.78806306 7.70860318 9.68351242 7.82998271 10.18194645 4.53869956 7.62959559 9.63614914 -0.00073670 -0.00170650 0.01135600 0.73428000 -0.00810870 0.00162050 -0.00641030 -0.00958610 0.00300840 -0.00820590 0.00000000 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10.76637411 10.92330312 10.95847666 6.86692405 -0.02385636 NA NA 10.19572518 7.79845884 8.85267026 1.19855701 4.24917225 9.4892228 10.5785428 7.7575127 10.5966786 8.9098439 8.1139984 10.7981929 4.4135602 9.8000512 9.3827126 6.5957617 6.9380858 10.0772535 7.6926866 13.2061737 9.8454901 9.8252977 13.1719356 13.4710443 6.6995294 8.7388121 9.6266067 5.9147535 9.2121676 5.0776916 13.2388354 8.7520377 10.6820736 5.4464746 1.7131239 9.8618496 8.4613116 12.8545235 9.0750627 12.5056651 9.2303945 7.9761534 10.0574148 10.8465180 9.3706159 16.7678037 11.4928530 11.6297448 14.3820481 10.8852963 -0.6088922 10.4287378 11.0879410 9.6462194 8.9873806 7.2677081 10.1105796 12.7202162 8.7727335 11.5745113 4.1985492 5.2738329 7.4706751 11.3274606 12.3236824 6.7131184 NA NA 10.2335411 12.7916700 11.5251276 7.9457797 11.1084388 11.3645294 12.9120549 10.9233031 10.4666699 10.2189304 5.7131184 9.5172499 6.1259011 8.8709710 7.5127247 10.0368492 5.3569748 8.4970994 12.9585497 9.3234054 11.8733685 10.1924949 2.7131239 15.1005169 5.3997317 5.1326591 8.9622893 10.0480624 10.2627110 2.1985570 9.6556334 10.6200095 8.7607881 10.6109643 4.2980791 10.0794410 10.8400814 -1.6086722 11.6540197 10.3189687 10.4552598 -0.6088922 11.3747188 10.4413795 0.7130799 8.7705691 8.9274378 8.9457797 8.5036302 9.4746701 8.8209949 2.7131239 9.0431394 6.3100547 10.9264661 10.4166764 10.5667403 13.1555441 10.5927021 11.1926970 10.0296267 10.9254936 7.6272048 5.1725515 9.7851175 9.5969840 1.1985570 6.7131184 NA 10.0068205 11.3578152 9.6544599 -0.6088922 7.9855152 8.3366346 10.3482928 TCGA-BP-5194 39 0 NA 408 kidney stage i t1a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 6 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5491393 10.9477805 11.9445197 8.3808229 9.5987279 11.0128575 11.6138172 14.2887275 10.1673493 11.6371064 8.9633707 6.7304688 8.1211620 11.0387151 6.6606463 -0.8432151 8.8804734 8.9150443 9.9702015 9.7879982 2.2442782 1.6162636 8.3952256 9.7061245 11.1650746 9.4508675 6.0148016 4.5318618 10.0827464 10.7562691 6.4375923 11.2148129 7.3589448 10.7527779 10.6371065 8.0287266 7.0756845 3.0148016 10.3580261 10.0685877 10.6287503 7.8779203 -1.8432151 10.8129286 1.1622100 9.3111963 7.2522179 -1.8432151 9.9029155 9.6451634 8.8212686 9.3193951 0.7417474 6.5275083 9.0801486 3.2012104 11.6861297 9.7916321 10.3276851 6.8607245 11.4979618 14.1862593 10.7396687 8.8006052 10.4586031 16.1341346 9.5815123 8.8476922 10.1522350 4.2861049 9.8015787 7.7266766 10.5077603 6.6606463 12.9705522 1.9517743 7.8294589 8.7632263 10.8628854 9.2262708 2.6803919 9.2235830 8.0919859 12.3479575 7.7934459 14.8432154 9.7262021 10.5601500 8.2627296 11.1339221 NA 4.1791925 12.1421294 11.3871418 7.2963721 5.6803834 7.4606017 9.6784216 8.0148022 10.6947675 9.1419515 9.5038887 9.4759287 9.3236119 0.1567849 10.1323109 8.5904067 8.9633707 10.6317945 9.4866174 7.7056428 11.9261610 9.3838354 12.2865066 -0.8432151 1.1568496 10.1458607 9.7993558 8.2757623 9.7966140 NA 4.3065685 1.6162636 13.9129604 8.6172772 10.3024349 11.6574141 9.9175411 8.6131754 9.1226054 4.6325532 6.6325547 11.3823298 11.3572600 10.1571733 11.4619310 10.8585608 8.3040259 8.8123519 11.0050528 4.0637100 2.3267387 3.6162518 8.1998485 0.1567849 -1.8432151 9.1645492 12.8020855 9.8301301 9.9681958 9.8555259 2.3267387 10.2073501 7.8345406 9.5779076 12.8598595 7.7934459 9.4439563 8.8096662 6.0076328 10.3883423 9.6100917 11.6590314 11.1494055 13.4610655 8.9510664 11.3351747 9.1355315 11.2025807 9.6641203 10.0333381 NA 8.8736407 11.5103815 10.3194516 8.8493494 9.6675853 11.7167956 9.5000069 10.0857096 11.9440095 10.6653587 6.0993352 9.3311227 8.1435592 5.6080315 6.5956126 NA 9.3336176 7.5746737 13.2510225 9.6208563 8.6715351 10.9758026 10.0314184 9.7664617 8.5736188 10.4087118 8.9928715 7.4899764 10.3040260 1.4787648 5.8641812 6.0394652 6.3563956 5.6325532 4.1791925 10.8596431 7.9528606 10.5372822 5.4469311 NA NA 10.9142111 10.5619625 11.4931882 11.3165348 10.3345521 8.6325547 9.0897444 5.7350807 11.8345408 12.1425741 10.2266065 12.0921704 0.1567849 0.9641398 0.1567849 9.6546729 9.0882975 9.6486741 6.4697037 13.1707108 14.5867345 11.3784082 7.3444451 10.1606903 NA 0.4787130 -1.8432151 NA 14.8250413 9.2725150 9.3796160 12.7121891 -0.8432151 8.1888667 9.4181697 11.0188773 5.7114096 10.0700846 9.0882975 9.6325545 8.1540004 9.3198417 11.0857095 10.6496757 9.9979924 11.1783217 8.0023110 9.7866331 8.4798760 10.7653070 4.7796064 7.5837567 9.7090099 0.0011093 0.0000000 0.0093098 0.0037465 -0.0058140 0.0022193 -0.0095426 -0.0140900 0.0045800 0.0011093 0.0011093 0.0011093 0.0000000 0.0000000 -0.6723300 -0.6723300 -0.6723300 0.0076392 -0.0013858 0.0037465 0.0059700 -0.0031859 -0.0008316 -0.0008316 -0.0095426 -0.0030475 0.0013868 0.0036076 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10.542144 7.572563 13.530808 9.849001 10.529142 12.741666 13.308115 7.793446 8.768768 9.559833 7.273165 9.103727 5.356492 13.205308 9.388042 10.301161 5.664617 3.989711 10.584658 10.009351 13.033913 8.928311 12.286507 9.568332 8.208030 8.721923 11.347572 9.917541 16.211065 11.461931 12.109380 13.694586 10.829246 1.857264 10.313852 10.330186 10.345101 9.610092 7.800677 9.741314 12.962918 10.431199 11.779558 4.039463 5.222909 7.476493 10.887291 12.577637 7.220216 NA NA 10.053532 12.870906 11.632680 7.703715 11.185245 11.2561689 13.2601089 10.9477805 11.0128575 10.1673493 6.9447238 9.8680580 6.2963730 8.9125433 6.3856398 10.5680673 6.4375923 6.5619630 13.2597285 8.6496758 12.0243894 10.7250148 2.0637100 14.9372840 5.5896137 6.0516396 9.1841052 9.7094902 10.5083126 4.6162518 9.4294509 10.5930121 8.5830858 10.7328330 7.0455642 11.6807506 11.4243394 0.7417474 12.3445598 10.4375919 10.3435544 -0.8432151 11.4843738 10.2466026 3.3267530 9.9175411 7.8185994 9.3832334 8.5924914 9.8555259 8.6995145 6.0697108 9.6456655 5.8292458 11.5103815 10.4285759 11.2044563 13.2510225 10.3210995 11.2640382 10.3040260 10.6244266 7.6764571 5.7641524 9.3946286 9.6355908 2.4047397 8.1609293 NA 11.2259352 11.4192478 9.9054333 5.2963730 8.1888667 8.1764120 10.2656722 TCGA-BP-5195 75 0 NA 749 kidney stage i t1a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 5 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.974157578 -1.588139926 9.395621316 9.606671888 10.065207962 9.758982679 3.166795771 1.411914293 8.428723209 9.660435589 11.348368929 9.382020886 5.688040447 10.789667801 9.895227025 10.565783650 7.030300761 10.826600284 4.804234298 10.657467714 11.599421759 7.745070568 7.077250477 3.055768314 11.639531005 10.327794458 10.501696490 7.745070568 NA 10.880694325 1.981158532 8.566998903 7.789125394 -1.588139926 10.015541335 9.815459672 8.866214398 9.778969418 -1.588139926 6.417540319 9.038536597 4.838180309 11.549386549 9.768366966 9.925149093 6.791293149 11.687873629 12.235680336 11.212612745 8.602974203 10.896989642 15.742753159 9.568630126 8.830821618 9.851745919 4.456306769 8.893714407 7.504672030 11.081464530 7.504672030 13.361741758 1.415542354 7.848043869 9.315796931 11.074805913 9.209576672 0.996894866 9.345605724 8.617708415 11.763544489 7.765061948 14.246124353 9.598648257 10.418083349 9.490732970 11.800201471 NA 7.445337708 12.691307985 11.141323384 7.594309673 1.411914293 8.649125017 9.569893573 8.376256083 9.915740778 8.720254178 9.086989910 9.052159909 9.241637862 NA 9.991702384 8.780421657 9.292263878 10.246386115 9.220074761 8.306732968 11.863189265 9.709404548 12.128091432 -1.588139926 0.733874919 10.115386136 9.366147769 8.520439536 10.288815677 NA 4.640736598 2.318808503 13.817488668 5.871345912 10.475310084 12.269701684 9.378420585 9.145777809 9.629266995 3.499373945 5.846543461 11.466858436 10.974872924 10.657170599 11.614556228 10.757597522 8.236873811 8.509947168 10.860547579 6.055770483 2.871350841 5.927614428 8.418942140 3.318808503 NA 9.797238219 12.836540634 9.443271589 9.566733163 9.626234144 2.659833246 9.874417373 7.662213334 9.895650255 6.119273166 7.561662176 9.376977728 8.327794233 6.318804889 10.197776090 9.138133285 11.422792765 11.402728145 13.455625901 9.048304039 11.338952214 9.384176978 10.117547395 9.469229909 7.601739595 -1.588139926 8.614038761 11.444993837 9.860175859 8.547534658 9.799932388 11.348368929 8.158429435 10.261711094 11.621977532 11.008337785 5.769467620 10.010897998 8.827371605 5.377699879 7.724798271 NA 8.822366242 7.453574371 12.900445615 10.149584934 8.992173604 11.234087518 9.999692549 9.734969858 7.115818777 10.754545322 9.026624967 8.158429435 10.169721732 1.996894866 4.084336446 5.919709529 3.112349841 7.439820913 4.621366193 10.717691844 6.895730373 11.256367754 5.650319391 NA -1.588139926 11.200633392 10.511262845 11.370830198 11.095128965 10.563248716 8.255835875 8.418942140 6.310001949 11.322745128 11.276488116 9.661028414 11.277261708 -1.588139926 -1.588139926 -0.588139926 9.960736998 8.919709827 9.498714801 1.219276961 14.051397076 14.734582612 11.558483710 7.934300647 10.185054305 -0.003177426 -0.003177426 -1.588139926 -1.588139926 13.986597260 8.409094729 9.042182205 12.375172397 -1.588139926 8.525657046 8.946772377 10.810925839 5.786954378 10.959773560 9.421743594 9.327794458 8.529558224 9.332267988 11.386867301 11.088753661 9.394908511 11.177201124 7.664580259 9.833979850 8.751764965 11.598029277 4.832297628 7.574834934 9.852784163 0.00021095 0.06019000 0.08031200 0.07498400 0.06517900 -0.04280100 -0.09036100 -0.01560400 -0.03122300 -0.00657980 0.00000000 -0.00512270 0.06019000 0.06019000 -0.46035000 -0.44394000 -0.44394000 -0.44394000 0.00166420 0.06680200 -0.01409000 -0.07093700 -0.02849100 -0.02849100 -0.09036100 -0.00622860 -0.07080400 -0.44502000 0.04060900 0.05736800 -0.01505400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.521745683 6.561662176 10.094470842 6.636833397 -0.588139926 8.895730676 10.746746998 10.742215696 9.755655900 11.281348892 10.047633129 0.996894866 6.193274992 9.196549999 4.901040645 7.962661801 10.426632930 8.327794233 -1.588139926 6.077251546 5.838180309 1.411914293 8.919709827 6.525657046 10.806525134 11.046726093 10.841575433 7.628660607 0.411968510 NA 0.996894866 9.672834578 7.954947131 9.033051267 -0.003177426 6.366110603 10.931060 10.546020 7.645535 10.747585 8.686876 5.659842 10.798316 5.011827 10.108883 9.563566 6.062966 6.966504 10.075473 8.546341 13.434326 9.844979 10.218465 13.073526 12.839555 7.480693 9.330778 10.070573 8.161784 9.668124 5.854858 13.155487 8.847585 9.827129 6.112354 4.139838 10.443272 9.328541 13.056560 8.885621 12.128091 8.686876 7.722528 10.904519 10.681334 9.378421 15.370332 11.614556 11.650768 13.380312 11.075251 1.219277 10.504672 9.199818 10.561345 9.138133 7.954947 10.027085 12.682575 10.255444 11.461593 5.659842 5.342651 5.640734 11.057799 12.351127 6.336728 NA NA 10.228099 12.875376 11.374265 7.371917 11.046726 11.217255864 13.072858008 11.046726093 10.609438899 10.324055853 6.863125715 10.758705754 5.751766304 8.856929995 6.631083905 10.468214084 7.030300761 7.336727912 13.258473978 8.650319751 11.901261269 10.251512471 -0.003177426 13.801949616 5.662214046 6.062965715 9.174114250 9.913254603 10.626234144 7.203077794 9.588711450 9.946217943 7.765061948 10.711981545 6.019245997 11.534904788 11.138346109 0.411968510 12.029152891 10.769741909 10.133014253 1.581833270 11.312404530 9.932533675 1.871331125 10.267562249 8.998754857 9.100165325 10.023401051 9.626234144 9.355865749 4.640736598 8.746188460 6.294558261 11.444993837 10.556891871 11.049898362 12.900445615 10.270673181 10.683378111 10.169721732 10.902264534 7.731587178 6.105401512 9.894723045 9.607287217 0.411968510 2.411914293 -0.588139926 10.389910387 10.812207475 9.376255866 4.269893419 8.525657046 7.666943307 10.486056460 TCGA-BP-5196 53 0 NA 1018 kidney stage i t1a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma 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9.87972751 3.44279756 5.77537983 9.50489941 6.23480977 11.66412182 10.29061458 7.83766262 5.11417960 11.33734482 14.29229522 10.81300626 9.17974889 9.99454706 16.23522452 9.42769625 8.72820556 7.99625484 4.97331738 9.48638757 7.75937824 11.35680072 8.03885481 13.43337999 1.57739257 7.70544785 8.84526265 10.45444469 9.29432092 0.68795649 10.02330609 8.86034334 12.80539652 6.84778650 15.09807373 8.73503978 11.40130013 8.10154345 11.16314251 0.27285929 6.93108969 12.96047263 10.29986269 8.12045770 2.14733926 8.83512067 9.09836718 9.19868003 11.07026957 9.18975292 8.59930775 8.52396609 9.09624551 4.38835488 9.16263579 9.00193254 8.95235832 9.87464898 9.60752395 7.57055856 11.60410497 9.99739206 14.11496663 1.49528583 0.68795649 9.98884017 8.83406426 8.90587344 10.04271615 -1.31222262 -1.31222262 2.68791172 14.09588051 1.68791172 10.88973339 9.75400492 8.56443266 9.55210190 9.73776432 4.38835488 6.87279060 10.54861473 10.70123844 10.02218899 12.64913389 10.71409334 8.47255073 7.14734741 10.95030430 5.46927387 5.92631972 6.68226849 8.56596648 2.93583687 -0.31204351 10.16415560 12.73256600 10.03609062 9.97678176 9.15552131 3.49938670 10.12097951 8.32272677 10.14293465 5.73230991 6.08879460 9.82746704 5.55827988 4.89737113 8.59330260 8.43274942 11.36805547 11.26935172 12.35989901 9.29026196 11.88051679 9.70750650 8.88881447 9.11836829 7.51128301 1.68791172 8.53497320 10.65261762 6.15869652 6.54875411 9.98023742 11.20656887 9.99055472 9.71513061 11.93495316 11.12748690 4.89737113 10.16769599 9.17267827 5.28782687 9.25682197 NA 8.54122519 7.09730634 13.18626635 9.96752630 8.69213633 10.83321110 10.12618782 8.63482194 5.46927387 11.04860648 9.27475552 8.31909267 10.27756684 2.00984877 4.30262613 10.73776432 3.27287422 7.30262522 4.11418376 10.17021952 6.11417960 10.27397680 6.00079777 NA -0.31204351 11.22973836 10.56251290 11.70472402 10.90950289 11.41604886 8.25587175 7.50809504 6.26791028 11.18850867 11.10022092 10.07162003 11.79545978 0.27285929 NA -1.31222262 9.75937807 9.61050020 9.20164342 2.85784169 13.52218925 13.51966832 10.01378326 6.99402299 10.83734536 1.00984877 -0.31204351 -1.31222262 NA 14.81153199 7.41583640 9.07377820 11.48598247 NA 8.50649801 8.91058997 10.68509523 8.18377084 9.72752026 9.71720293 9.40986928 8.86906787 9.60454174 11.54822679 9.95235832 9.20755200 11.53888387 7.95235861 10.23735386 7.66519591 10.85815378 4.74254523 8.64442270 10.56135984 0.0123490 0.5727000 0.0547750 0.0445460 0.0388850 0.0569130 -0.2775300 -0.2597700 -0.2950400 -0.0193410 -0.0348660 0.0123490 -0.0227700 -0.0337040 -0.6013100 -0.6013100 -0.6013100 0.0547750 -0.2820600 0.0789870 0.0318310 -0.6401200 -0.3231200 -0.3231200 -0.2775300 -0.0016899 -0.5974200 -0.5847100 0.0781220 0.0540630 -0.2945200 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 -0.260 -0.260 -0.251 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.248 0.000 0.000 -0.601 0.000 -0.289 -0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.295 -0.295 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 -0.260 -0.260 -0.251 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.248 0.000 0.000 -0.601 0.000 -0.289 -0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.295 -0.295 10.9218349 6.7859480 9.2270746 7.0384131 5.6395505 10.0553304 12.0417517 10.3060764 9.0509555 11.5143351 10.0726995 2.3883549 6.3744170 9.6921362 3.1473393 6.9453034 10.4544447 5.5582799 -0.3120435 7.1099800 5.8678248 3.1473393 8.8249069 7.9848320 11.5405038 10.7088957 10.7132629 7.5176387 1.0098488 NA NA 10.3616665 7.9871236 9.4871973 1.0098488 7.7323099 10.818164 10.730601 8.289686 11.290615 8.517638 8.191741 10.593679 4.442804 10.080770 10.551715 7.027766 7.088796 9.864712 8.905873 12.862217 10.093057 10.097837 13.061936 12.805478 6.715822 9.222219 10.089862 6.950011 9.387488 6.977935 13.459199 8.855334 8.349694 5.195710 1.272859 10.271469 7.298941 13.486236 9.520806 14.114967 8.916734 7.564433 12.088662 10.967526 8.564433 15.389303 12.649134 11.514861 13.106691 10.763395 4.594805 10.707159 9.708201 10.624186 8.432749 8.614212 10.342104 11.772392 10.137580 11.281073 4.796442 6.449467 3.642112 10.761053 13.017432 9.483144 NA NA 9.757366 12.975412 11.706283 7.439459 10.643202 11.1018081 12.8754225 10.7088957 10.7987252 9.5263318 7.9756279 10.8943196 5.6536992 9.8312990 6.7213385 9.6687694 7.9239300 6.7647310 12.1659168 8.5551946 11.8058835 9.5978088 3.0802313 13.0326971 6.4562986 6.8068563 8.4124123 9.9251256 9.7137474 4.0454692 8.8452627 9.8888143 7.4659932 11.1188909 4.9358416 11.6204996 10.8650238 -1.3122226 11.4319086 11.2195409 10.7015873 1.2728593 11.0493112 9.4183858 3.5458943 10.0515030 5.4823320 8.4594054 7.5827336 9.1555213 9.7726377 6.1391277 7.2463368 5.8578417 10.6526176 10.5773360 10.6008050 13.1862663 10.2501582 10.5314442 10.2775668 11.5026985 7.7938244 6.7540056 10.1167993 10.6392004 -0.3120435 -0.3120435 NA 10.8988914 10.9416332 8.9453037 4.1473474 8.5064980 8.1120819 10.6097567 TCGA-BP-5198 72 0 NA 603 kidney stage iii t3b n0 m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 4 3 6 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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-0.4108118 10.1156508 9.9278879 8.4702656 9.4931537 1.3964883 6.6170575 9.2695110 2.9110779 12.0186890 8.8780175 11.6942416 5.8559374 12.8074317 13.7295819 11.3409048 8.9200685 10.5803190 16.0374614 9.5367884 7.9445024 11.5728577 4.5891522 8.9200685 6.8275561 10.7452346 9.5671469 13.2504842 1.7622638 8.1822250 7.7590766 9.9317817 8.7261425 0.1741507 10.0059490 9.0769916 12.1234544 7.6003790 14.3316251 9.8600307 11.8094890 8.8594469 11.3350358 NA 5.2038628 12.2940278 10.7553146 7.6792640 4.9467028 9.1370101 8.6713005 10.4813148 10.6142911 8.2527094 8.5735699 9.2947838 8.8323255 0.1741507 9.9099520 8.3523639 9.4572023 9.8203727 8.6211973 9.1741140 11.5167850 9.7765036 13.1643953 4.7986053 2.7590706 9.8872141 9.2121824 8.2001762 10.2230549 -1.4108118 4.9814691 1.1740868 13.7713906 1.7590706 10.3880283 10.6914553 9.5585380 9.5353267 9.9969504 4.7789760 6.2038609 10.8107386 10.8986278 11.0151541 11.3084162 10.7921936 9.4172880 9.7875965 10.9562932 5.2756515 3.5891522 3.4960404 7.7515427 -1.4108118 NA 9.4525635 12.6800082 9.4982946 8.6713005 9.3432039 1.3964883 9.7074437 7.9133323 9.4022191 3.8370753 8.1703522 8.9587487 7.6498475 6.5104572 8.9728558 9.4794157 11.2287183 11.7114942 11.6651319 9.3819417 11.4862406 9.4510139 9.6149831 9.8946433 8.0196041 2.0485850 7.7863683 11.0224761 11.2174535 8.5560749 9.7458666 10.9900309 5.1127126 9.9942929 12.0533143 11.1879019 5.1590075 10.5235795 8.6129337 5.8275574 8.2384076 NA 8.5404361 7.7054955 12.9417467 9.9510953 9.4291427 10.8541804 9.8281533 9.5735699 2.9110779 11.1038014 9.1769291 7.8418172 9.9389856 3.2895984 3.3440331 8.2239626 4.6115206 4.4717923 2.6766059 10.1523477 5.4839705 9.8991962 6.6444346 NA 0.5891882 10.9688006 10.6538943 11.4019304 10.7768128 10.6742919 8.2878559 9.4727952 5.7624790 11.3335649 10.8483063 9.6073516 11.2146320 -0.4108118 -0.4108118 -1.4108118 10.0403626 9.2248697 9.1146723 5.5891522 15.0178879 13.1911543 10.5451646 7.4808136 9.7427035 2.4960532 -0.4108118 NA NA 14.2497603 8.6349112 8.4717947 12.6146372 NA 8.7350838 8.6490503 10.9953565 6.0320942 9.9317817 9.8251657 8.6963684 9.1646908 9.2157732 11.3375540 10.2194187 9.3390209 11.0211713 7.5891515 9.0851065 7.7961655 11.0011920 4.1950011 6.7048194 10.4141103 4.3756e-03 2.4201e-02 3.7175e-01 7.1256e-01 3.7949e-01 5.9288e-01 -3.7296e-01 -1.1262e-02 -6.5309e-05 0.0000e+00 0.0000e+00 4.3756e-03 8.9160e-03 2.4201e-02 -3.7566e-01 -3.7566e-01 -3.7566e-01 -3.7566e-01 -3.5698e-01 -7.2608e-03 1.3325e-02 1.6259e-02 -3.5572e-01 -3.6096e-01 -3.7296e-01 5.6264e-03 3.8924e-01 -3.6436e-01 3.5766e-01 -5.3405e-02 -6.5309e-05 -0.373 -0.373 0.000 0.000 0.000 0.000 0.389 -0.364 0.000 0.363 0.363 -0.344 0.000 -0.202 -0.202 0.333 0.333 0.000 0.000 0.376 0.376 -0.370 0.354 0.000 0.000 0.027 0.372 -0.357 -0.357 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 -0.361 -0.361 0.000 0.000 -0.373 -0.373 0.000 0.000 0.000 0.000 0.389 -0.364 0.000 0.363 0.363 -0.344 0.000 -0.202 -0.202 0.333 0.333 0.000 0.000 0.376 0.376 -0.370 0.354 0.000 0.000 0.027 0.372 -0.357 -0.357 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 -0.361 -0.361 0.000 0.000 10.3696912 6.0567569 8.9554738 6.5969083 1.1740868 8.8826232 10.5050309 10.2702581 10.3085403 11.0741631 10.4342495 0.5891882 6.3770543 9.2904580 3.4960404 7.1853413 10.6835591 7.6498475 -1.4108118 5.0320964 4.2895910 1.3964883 8.4517889 2.9110779 11.1621998 11.0185582 10.9264584 7.0485828 2.0485850 -1.4108118 NA 9.9395382 7.8974903 8.8652758 -0.4108118 6.3705113 10.8946433 10.3973113 7.8535940 11.4479096 8.7553146 5.4346416 10.7093894 5.5316653 10.6104785 9.6713005 6.4595169 6.4595169 10.0169881 7.5664316 13.5503751 10.1632719 9.8275563 13.2823117 12.2087983 7.8294900 8.3997231 10.3924754 9.8952132 10.0919833 6.1890635 13.3201522 8.7814443 7.0969460 5.6766144 2.4960532 10.9972158 9.9406429 13.8129647 8.5095043 13.1643953 8.6444339 7.6471432 9.8929322 12.0122674 9.5585380 15.6584544 11.3084162 12.7621258 13.7975002 10.9464286 2.7590706 10.3896470 10.1712934 11.5489723 9.4794157 7.4748481 10.2952157 12.9414708 11.0109534 11.8262091 2.9814691 6.7937229 4.2615759 10.8179702 12.4277645 7.2155544 1.1740868 0.1741507 11.6555771 12.9592940 11.5776178 6.9334475 10.6825691 11.6822389 12.4822634 11.0185582 10.4862406 10.3051135 6.9728558 12.1897613 6.7490233 8.6239506 5.1590075 10.2921899 7.0362352 8.0362346 12.8415915 9.1983301 11.5708972 10.2708292 2.4960532 14.3815097 6.8289882 6.6976765 9.1311192 9.9549271 9.2194185 5.1890655 9.4045347 10.6427380 7.5491532 10.7879035 5.9728558 11.9873608 11.4422661 1.3964883 11.1307321 10.3908598 9.9636477 0.5891882 11.4442146 10.0154163 2.6766059 10.5996796 6.3507023 9.5316661 9.8623643 9.3432039 9.2443512 8.2020200 8.4029327 5.8083207 11.0224761 10.7322158 11.3477911 12.9417467 10.4283553 10.8969215 9.9389856 11.3880283 7.3507023 6.8559386 9.8083200 9.7093894 -1.4108118 0.1741507 -1.4108118 12.3022157 10.9083043 9.6038694 1.9110779 8.7350838 8.6606139 10.2116609 TCGA-BP-5199 58 0 NA 1355 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 4 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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7.466180083 1.006764782 10.198103666 0.743730376 9.151703844 8.085343919 0.421802281 9.457959483 10.401211047 8.869902243 9.486616238 0.421802281 7.319631481 9.275095304 8.774932639 11.359343539 10.073286031 9.786467637 5.581658555 10.547690037 13.491948722 10.794106824 8.966663484 11.050003495 15.897321375 9.807648262 7.911634065 8.004868761 5.229141818 9.801705611 7.566443780 11.907237815 9.005808664 12.690400922 3.904310675 8.774281698 7.032810552 11.120273458 9.140318795 2.509239782 9.910630140 8.899544235 11.568513610 7.254676235 15.441306850 9.639137722 9.620408812 9.758292349 11.422842108 -1.578197719 6.917640602 13.403442304 10.088897397 8.833296822 6.087121222 7.757175965 9.327924890 8.742586326 11.253291036 8.532921592 9.130869624 8.968680327 9.175838186 1.881233900 9.907615218 8.453831550 9.768853567 9.654206736 9.847526263 7.905601814 11.281563223 10.223898293 11.212948699 5.725566670 2.945345507 9.694415698 8.189970303 9.147152000 10.139462204 NA 5.540727858 1.229157203 13.844376266 6.848050756 11.283260517 10.979728137 8.718702051 9.838583422 10.314328669 4.509246117 6.864729684 9.948285019 10.894222832 10.188314745 11.096370975 10.673859898 8.509248493 9.841219318 10.736369119 7.014242578 5.108286079 7.115272590 8.753822454 4.036494542 0.743730376 9.714682554 12.248433614 8.523761489 10.838055554 9.692081213 3.631244004 10.551712779 8.330178316 10.747838843 10.347340220 6.995432509 9.832237174 7.455208840 6.518343145 9.575337861 8.692081213 10.819193077 12.077540136 12.498935347 9.749405881 11.867188723 9.489220181 9.778237822 9.114401384 9.891936317 0.421802281 8.487874996 11.125040543 8.856518281 6.555133596 10.199452121 11.092220787 8.340649052 10.054781066 11.404957604 11.326984773 7.245153355 9.989741897 9.125031887 6.036496740 8.248334163 -1.578197719 9.944857714 7.267275475 12.583232672 10.092442145 8.002986554 11.531453301 10.293306103 9.705453033 6.482482079 11.132891357 9.011436934 8.148004165 10.413307729 2.591703350 4.352525495 7.349563436 3.913636231 5.399065110 3.421788819 9.941913404 7.267275475 10.890445477 6.862820821 NA 1.881233900 11.024948483 11.073734426 11.408338977 11.161566453 11.960459799 6.968680615 10.079992838 5.485613593 11.927969432 11.062482659 9.929580501 11.544937249 -1.578197719 1.006764782 0.421802281 10.350304190 9.612227894 9.975894959 1.006764782 12.930323427 13.716621934 11.502103711 8.126121599 10.574387562 -0.578197719 0.006764782 NA NA 14.019227385 8.273535005 9.844901719 12.175524913 0.006764782 8.493248229 8.816977225 10.437200893 7.860577995 10.531616464 10.143312289 9.754941268 9.406204368 9.129144924 10.854588698 9.703715872 9.868868998 10.455552958 8.448309203 9.594838321 7.893461114 11.376709134 5.163522884 8.100526735 10.914390140 0.00055459 0.02623300 0.01852300 0.01474900 0.00597000 0.00416320 -0.01890200 -0.02726100 -0.06477700 -0.03694600 0.00055459 0.00055459 -0.63330000 -0.66309000 -0.64471000 -0.64471000 -0.64471000 -0.64471000 0.01126100 0.01474900 0.01153900 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9.988315588 7.509248493 8.970607798 0.006764782 8.611610243 10.3814256 10.5109053 8.6385318 10.4368524 9.0374154 7.3846819 10.5145430 5.2162026 9.7312622 9.4579595 7.4161397 7.3436263 9.9186397 8.5105739 12.9018187 10.9146405 10.2621704 13.4641720 13.0283646 7.9859353 9.2735348 9.9849820 7.0835644 9.9040897 7.9954331 13.6697504 9.1607226 8.9782920 7.0511426 3.0656412 10.2515086 9.1056577 13.3859010 10.5455840 11.2129487 9.2096885 7.5587773 10.4517631 11.1304386 8.7187021 15.3743223 11.0963710 11.3072916 13.2112176 10.8791667 1.0067648 10.9614294 9.2782113 10.6970374 8.6920812 7.8995442 10.3059564 12.4139276 11.5951507 11.4828194 4.5510668 7.1256893 6.1965736 10.4022825 12.7468804 6.7924728 -0.5781977 -0.5781977 10.4888840 12.7314043 11.4857285 6.8183904 11.1804254 12.3069102 12.4796084 11.1405328 10.9058534 10.4841694 8.7782378 10.5693088 6.4496918 9.0593163 6.4552088 10.3528927 6.3817869 8.5459070 12.7197481 8.4986015 11.7051636 10.8391109 2.4217754 13.6188105 7.2149990 6.6409549 8.4011112 10.0226279 10.3380385 5.4330128 8.8151764 9.7002353 8.5854354 12.2612849 6.9374856 12.4308271 12.3925209 0.7437304 12.2851010 11.2349658 10.7902923 2.1222420 11.6813820 9.8124921 4.2031463 10.5036021 4.9136410 8.2578361 7.4986011 9.6920812 9.9300164 5.7346690 8.7391984 6.4217855 11.1250405 10.5854355 10.7380673 12.5832327 10.1674602 10.4821440 10.4133077 11.9431409 7.7187021 6.1428851 10.1209245 10.5345511 3.4217888 4.7255667 7.7793379 11.4675455 11.9231030 9.2554665 5.1632532 8.4932482 8.3569510 9.9443674 TCGA-BP-5200 44 0 NA 1063 kidney stage ii t2 nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 1 6 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.04334854 3.22595354 6.73329739 10.15500248 7.00356289 11.21772026 12.00553413 7.20780795 9.17482334 11.31871260 12.15846551 13.59835385 10.29450347 11.69600421 7.92322110 7.40955556 8.11626338 11.85770417 5.83813996 NA 8.79102154 9.95698346 10.30216023 9.33448001 3.62023449 1.79709601 8.41747281 9.86402933 11.27315732 9.92202877 5.16276190 9.24324112 10.83201694 10.35788592 6.55200042 11.32097566 8.49113518 10.04832148 11.45751955 7.75666840 7.47605111 3.45422855 11.32157854 10.02333909 11.07806132 7.99300459 NA 10.44620525 2.78876922 7.95154059 7.48469000 -0.90319842 9.90362476 10.14618068 8.65604939 9.48845315 NA 6.45861659 9.32067421 3.90403123 11.54826996 8.63389070 9.96433726 6.19996085 11.75743718 13.46453081 11.20012422 8.64163706 10.44843992 15.25480873 9.75354420 8.42758941 9.90483224 5.08535667 9.47550911 6.72602874 10.50791859 7.92322110 13.27440342 1.26819482 8.53478843 7.84486517 11.33104081 8.49327705 8.00205944 9.72283775 8.86237297 12.23726261 7.72238132 15.32623615 10.79667862 10.15335759 9.09314603 10.27159819 NA 4.41860151 12.82517759 10.81220555 7.39588026 5.59651777 9.15736841 9.88702088 9.09948747 11.12336881 9.15736841 9.44041345 9.40898820 9.14652107 -0.31832586 10.35376557 8.60941295 9.49915167 9.80360016 8.99678445 7.99904728 11.80246681 9.74007772 12.29058276 3.09666667 0.09666667 9.85406252 8.78841590 7.85988509 10.29419638 NA 4.65126413 1.26657668 13.30688717 3.30613097 10.50871298 12.15534071 9.65796042 7.78142135 9.15669290 4.85155917 6.47605111 11.18247685 11.29542440 10.01999999 12.63268162 11.11730518 9.04430941 9.07681212 10.65245987 6.21561259 1.55611055 4.05086733 8.01404447 1.09666667 -0.90319842 9.63776908 12.40685917 8.99904756 10.35670989 10.23206111 2.90402159 10.85593653 8.00806440 9.74749985 14.03884329 8.21691024 8.88048932 5.30612733 6.54375569 9.78185932 9.33686758 11.60558137 11.21512689 13.14796637 9.06893436 11.04357875 9.18876883 10.22949347 9.37395983 11.08144689 1.41862175 8.83476462 10.96105207 11.19764022 8.31657887 9.86278720 11.51307414 8.25275530 10.45751950 11.25054110 11.40287659 4.71138477 10.03220583 8.26664742 4.57240465 6.98541618 -1.90346826 9.19140991 7.65700540 12.06182543 9.96896250 8.95309787 10.94196650 9.77218853 9.52293711 5.99149010 10.50973443 9.18876883 7.83645312 10.49461442 2.68162917 4.24642329 7.74233100 3.38207235 6.14106692 3.87802884 10.56402322 6.16276190 10.12354166 5.42955906 NA -0.90319842 11.38971296 10.73556085 11.54336809 10.95523629 10.29173696 7.89918893 9.47710638 6.50830980 12.14243211 11.56402327 9.99073226 12.89989545 -1.90346826 -1.90346826 -0.90319842 10.11591564 8.73782093 9.56834758 6.44096880 14.77071296 15.01400956 11.00299935 7.32115695 10.13730460 -1.90346826 0.68167414 0.68167414 -1.90346826 13.48125387 8.55712821 8.93430035 12.27073987 -1.90346826 8.35641587 9.19896309 11.36886480 4.91684921 10.24832325 10.01628069 9.03845374 7.98693649 8.80833935 11.78032503 10.44207772 10.07788293 10.95756540 8.03918721 9.79029440 8.43317897 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1.0966667 5.9358769 9.2590639 4.9040264 8.3901440 11.4171910 5.3061273 -1.9034683 6.7332974 4.1410649 -0.3183259 8.6816348 2.7971168 9.8342071 11.2177203 10.6020176 8.2552821 1.2665767 NA -1.9034683 9.2747148 8.4331790 9.0450396 -0.3183259 6.6741019 11.186454 10.418882 7.973189 10.413520 8.492207 4.027411 11.213991 5.539615 10.142091 9.751309 5.315842 6.666528 10.441523 7.506063 13.773484 9.203235 10.456422 14.190503 11.826506 8.405012 9.359942 9.591528 8.218206 9.893523 6.616309 13.368135 8.662726 9.474967 4.851559 3.382072 10.349634 9.455324 14.067138 8.428709 12.290583 9.240693 8.783173 6.963951 12.469129 9.657960 14.331658 12.632682 12.052141 13.200206 11.274559 2.003566 10.153987 9.452024 10.144478 9.336868 8.281548 9.988456 13.380159 11.258749 11.310688 6.518737 4.967039 6.068215 10.869193 12.553412 6.271597 NA NA 11.326993 12.599007 11.646334 8.008064 11.009375 11.4287090 13.4813888 11.2177203 11.3187126 10.2945035 7.2715984 11.9262961 7.1300958 9.3422252 6.2156126 10.7990616 6.5520004 6.9104533 13.6867469 9.3751220 11.7613420 10.4484399 1.6816292 14.6320542 6.5628102 6.4673594 9.0182753 9.8301116 10.4174730 4.4365217 9.7400777 10.0606523 8.8038763 10.9654950 7.6044672 12.0357006 10.7805443 1.5561106 11.4983520 10.5284312 10.3030763 1.6816292 11.4292685 10.2603221 2.8515592 10.4889899 9.7787893 9.5596859 7.1022970 10.2320611 9.4799718 6.0035640 8.6024840 5.6891286 10.9610521 10.5751337 11.4274493 12.0618254 10.0192568 10.8544791 10.4946144 10.9567894 7.2310992 6.6004987 9.8652704 9.5203136 1.5561106 0.6816741 -1.9034683 11.2398962 10.9177967 10.0775261 4.2051970 8.3564159 8.3085607 10.6338909 TCGA-BP-5201 63 0 NA 951 kidney stage iv t3b n0 m1 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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17.6470588235294 8.9323438 10.4212886 8.9730496 6.9929791 9.8258696 7.2052830 5.7543691 9.9882434 9.2810859 0.2203300 3.3908465 5.1432220 7.9277489 9.3556718 8.3768946 10.5918038 11.8332586 6.2128572 10.4427825 10.8184425 12.1669309 14.8127247 10.2765761 11.1086259 8.4459994 5.9929791 7.0658803 12.0727895 6.8153372 NA 8.1589893 9.1823221 10.5635758 10.0819940 3.8053544 2.8053544 8.7595490 9.8600323 11.3518183 9.2250787 6.8103531 9.2371982 9.8527795 10.7185744 8.0104671 11.6049940 -0.3645706 11.0796660 10.6605672 7.5272111 8.3025393 2.9573575 10.5203613 10.8012767 10.7685698 7.7015165 -0.3645706 10.4834950 2.4448526 9.6793640 7.7149124 3.7647071 10.1584994 9.7062194 8.6480519 9.5751903 1.4427578 7.1629049 9.1511274 2.8053544 10.1721604 10.6044543 9.7109068 4.9022135 11.2918412 12.9769464 10.9237169 9.3944835 10.3056412 16.1369538 9.5294874 7.9819411 9.6988227 5.4809178 9.4443917 7.2090751 10.9579191 4.3078511 12.3916711 1.4427578 9.2519489 10.1076107 10.4627702 9.0658800 6.1030339 10.1292830 8.0191320 11.8182874 7.3969789 16.0385717 9.2306851 11.1200466 7.9730493 12.1558007 -1.3647564 2.7228813 14.1133123 11.6876560 8.2538130 4.0277468 8.4459994 9.5535454 9.2288187 10.8134699 8.5287291 8.7543688 9.1009939 8.8845411 1.6354294 9.8344864 8.3201764 9.6845954 10.0762968 9.1609484 8.1111612 11.6858340 9.8258696 12.0958835 0.6354294 2.2203919 10.2194505 9.2972056 8.7724188 9.7530706 0.9573203 5.0616941 3.3358691 14.0360069 9.7308245 10.8594293 13.6886323 8.1491552 10.1995770 10.4599886 4.8053544 7.1352732 10.8913413 10.6350753 10.4832679 11.8568032 10.4110379 8.5867122 8.2409072 11.1302832 5.0104666 1.8053337 6.7175764 9.3819420 3.0277379 0.2203300 9.3453729 12.4269975 9.7169110 11.3203953 8.8473158 3.7186356 10.2320832 8.7839042 9.9813151 10.1677835 7.2828864 9.4651503 11.8226250 4.6127063 9.9202516 8.4069171 11.4536103 11.9826337 11.6094836 9.9100561 12.0218290 9.0458789 9.6410521 9.4355186 11.4401636 1.2203919 7.2241426 10.7099036 11.2645633 8.5227851 9.7659981 11.5746395 8.6577954 10.1252755 11.6532799 11.2334801 5.4298436 10.1832860 8.3699511 6.4934088 8.2556475 0.6354294 8.6798217 6.5362938 12.6089456 10.5411906 8.4949624 11.1037971 10.9649437 9.2288187 6.3701364 10.9673830 9.3358673 8.0637877 10.0721392 1.8053337 4.6798235 5.3219281 5.8346101 7.7175764 3.8448777 9.6184211 6.6633332 10.2828859 6.2980607 -1.3647564 0.2203300 11.2434513 11.0317647 11.6883352 11.1616823 11.6520618 7.8570149 8.9863558 6.6107591 10.9772243 11.1988622 10.1803919 11.9188054 0.6354294 NA -0.3645706 10.0989519 9.7832684 9.0458789 7.5750067 13.7923402 13.5077177 10.3730974 8.3079590 10.2492171 0.9573203 0.6354294 3.2203919 2.3358548 13.5399681 7.2501373 8.9173575 11.1464389 NA 8.2738637 8.9553366 10.7442787 7.2936390 10.3492436 10.3306559 9.1402464 9.3878082 9.3919840 11.4269975 10.6560603 9.2241423 11.3859252 8.4934084 9.8109771 7.0191314 9.9283243 4.5114554 8.0086191 10.8393873 0.069676 0.060365 0.082621 0.770220 0.124760 -0.172970 -0.130700 0.038771 -0.091628 -0.130450 -0.130450 0.081610 0.060365 0.060365 -0.702560 -0.681930 -0.681930 -0.681930 0.054918 0.076422 -0.381150 -0.172970 -0.361810 -0.361810 -0.130700 -0.169420 0.045435 -0.401850 0.064511 0.018103 -0.091628 -0.131 -0.131 -0.166 -0.166 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.000 0.000 0.758 0.758 -0.364 -0.364 0.125 0.125 -0.173 -0.173 -0.362 -0.362 0.000 0.000 -0.131 -0.131 -0.166 -0.166 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.000 0.000 0.758 0.758 -0.364 -0.364 0.125 0.125 -0.173 -0.173 -0.362 -0.362 0.000 0.000 10.3228033 7.1432220 9.4102145 7.1944220 NA 9.2464523 11.0301582 10.0454602 10.0845762 11.5257716 9.9724919 2.0948441 6.3565259 9.8375515 3.2203919 7.8521737 10.7765768 11.8226250 3.0948610 7.3043130 4.9022135 0.9573203 8.9863668 6.2792837 10.6631988 10.5918038 11.0916023 8.0126379 3.5896197 -0.3645706 0.9573203 9.9242937 8.8750262 9.2593090 NA 8.3358673 9.968024 10.286928 8.628366 10.451211 8.386972 5.722889 10.425369 5.264784 9.687316 9.691388 6.158989 6.436327 10.287824 7.738715 13.033770 11.059069 9.851567 13.966414 12.458397 7.554291 8.657795 9.243682 6.795299 10.116723 7.725540 13.527401 8.444392 9.059594 5.554291 2.722881 9.837551 7.785175 13.365951 9.661951 12.095883 8.895171 7.530246 9.739371 12.197431 8.149155 15.110100 11.856803 11.061430 13.821232 10.909223 1.957357 11.281986 8.955100 10.572801 8.406917 7.847316 10.585254 12.521505 11.274090 11.292969 5.612706 6.449208 5.785174 11.082769 12.654062 6.790246 1.442758 -1.364756 10.029354 12.896200 11.317017 7.767285 10.792775 11.3665344 12.3618586 10.5918038 10.8184425 10.2765761 8.2519766 11.6219807 5.6354265 9.3323951 5.1900182 10.0202113 8.0104671 8.1900162 12.2903846 8.6702264 11.6334891 10.1938482 2.4427843 14.2545012 6.8319064 6.9885745 9.1421814 10.1847309 9.6777709 5.5423169 8.6564073 10.0601187 8.8326442 11.9629802 5.6241126 12.3794204 10.8527795 -1.3647564 11.5253117 11.2325490 10.5054069 3.6798179 10.9539704 9.9231400 5.6798207 10.4910747 9.0028423 8.1452026 7.7749787 8.8473158 9.5120981 4.9573575 9.1111610 2.7228813 10.7099036 10.5624647 11.2909583 12.6089456 10.7692120 10.8485318 10.0721392 11.4455975 7.9951770 6.3149086 10.3667465 9.8533852 2.2203919 3.4427843 0.6354294 10.8603336 11.7773734 8.8928154 6.5057925 8.2738637 8.7055484 10.4135047 TCGA-BP-5202 75 0 NA 29 kidney stage iii t3a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9606203 11.7557603 7.7990776 9.8778918 11.1858718 11.9036832 14.0043072 9.9856221 11.3992288 7.3047510 5.5095723 7.9868927 11.0189189 6.6951267 NA 8.6530625 9.4579763 10.0149802 9.9986973 0.8371359 1.7116271 8.4246106 9.6025697 10.6836806 9.3554707 6.0137347 2.9526318 10.3904548 10.5551074 6.5559634 11.0777381 4.8520937 10.8189506 11.1701144 8.0087395 7.9210679 3.6097313 10.8751499 9.9578154 10.8139482 7.8742351 -0.7478266 10.9835996 1.2913089 8.1684956 7.7136621 -1.7475843 9.9197381 9.7213159 8.7806372 9.2921371 -0.7478266 6.1286996 9.1507843 -0.7478266 10.9279196 10.0486283 8.9749904 6.2351756 11.6148323 12.9118445 10.4822034 8.7359987 10.0437528 16.5190336 9.7609681 8.1946973 10.6111088 4.4019308 9.7284229 6.9970169 10.3753343 6.4518556 13.0156547 1.0366792 7.1091066 9.9170747 10.8822226 8.8924278 3.1590802 9.5898049 7.7054534 12.4220297 7.8048519 14.8020371 9.1590736 10.3763690 7.7136621 11.4591973 NA 3.2063775 12.8272494 12.3734736 7.8182370 6.4320925 7.5468034 9.8158559 6.6315612 10.7572502 8.8465074 9.1477582 9.4233597 9.0771418 NA 10.1432072 8.3502152 9.7192789 10.7190242 8.9041315 7.8888078 11.7988568 9.2422869 12.0902050 0.8371359 0.5741500 9.9495850 9.6153267 8.6163176 10.3101747 NA 5.7033942 3.8067674 13.8005534 7.5853382 10.3223039 12.6376410 9.7654171 8.6551951 9.4858027 4.1829227 6.5875735 10.2931576 11.0655634 10.2490095 12.0038881 10.5909193 8.7370059 9.1732801 10.7059681 4.8520937 1.0595629 2.7757459 8.3369912 3.2521886 0.2521734 9.0826981 12.7420936 9.2265976 10.8220386 9.3788874 3.6629346 10.7884302 7.9818036 9.4708673 11.7370059 8.0739568 9.7279164 8.2869818 5.6700358 10.6971978 9.3013508 11.1849514 10.9239451 13.3668200 9.1884674 11.4652872 9.2323226 10.9963861 9.6773988 10.1413066 NA 7.9698596 11.2319654 10.2729512 9.2354617 9.6047782 11.5199938 8.7085373 10.5453672 11.0615492 11.0563140 5.2634101 9.6935709 7.8760828 4.8668931 6.0070699 -1.7475843 7.7855126 7.7319632 12.9356711 9.5892474 8.8724028 10.6581222 10.1023698 9.7344868 8.6283085 10.4543068 9.2814701 7.1256273 10.0882333 2.5741015 3.5741136 7.4761848 7.7852013 7.2351766 3.9246130 10.8944604 6.8333835 9.9018883 5.9316641 NA -1.7475843 11.0480197 10.5072115 11.4104771 11.0451765 10.4530816 8.6119326 8.8678125 6.6912661 11.4856528 11.4233598 9.8778918 11.7466636 NA 1.7116271 -0.1627833 9.7405252 9.3607075 9.3495568 6.5695959 13.9798110 14.8896145 10.5476650 7.2775441 10.0327227 -0.7478266 0.5741500 -1.7475843 NA 13.7128948 8.5119262 8.9103945 11.9602969 NA 7.6141268 9.2180105 10.8627464 6.8220379 10.6261357 9.5553929 9.2965772 8.1902924 9.0635577 11.5111906 11.0927642 10.1248579 11.3806607 7.7816135 9.7111022 7.8067719 10.7352429 4.2521810 7.7310536 9.5490992 0.00319100 -0.00436500 0.00041593 0.73948000 -0.01285100 -0.00318590 -0.01142900 0.00402430 0.01642500 0.00722170 0.00722170 0.00319100 -0.00436500 -0.00436500 -0.74680000 -0.73670000 0.00041593 0.00041593 -0.01780300 0.00513590 0.00000000 -0.00318590 0.00666530 0.00666530 -0.00843850 -0.00083160 -0.00166290 0.00791750 0.00736090 0.01768400 0.01642500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.725 0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.725 0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2679464 6.6742474 9.7162181 6.2076586 -1.7475843 8.3088209 7.2856057 9.7730815 9.3449401 11.4075388 10.0707651 0.2521734 6.5605224 9.2005502 4.2063775 7.9050277 11.0253222 8.2869818 -0.1627833 6.0976740 4.4221051 0.2521734 8.9732821 6.7874586 10.7913709 10.9606203 11.0410726 7.6119322 1.5741015 1.4221253 -0.1627833 9.6971978 8.5752378 9.0498445 NA 5.4019308 10.2623614 10.4221080 7.6992664 10.6695081 8.8778918 5.8067726 11.0355905 5.7440373 9.7981127 9.1851358 5.8595124 7.0563136 10.3541587 6.9491509 13.5224783 10.1394036 10.1432072 13.9632584 12.8108428 8.2717735 8.6583879 9.3620137 6.0137347 9.6852467 4.2965749 13.0281018 7.9801036 9.7475383 5.0976740 2.0595283 9.9608359 9.5582447 13.4438591 9.1843978 12.0902050 9.0699661 8.4183460 10.2539430 11.4205417 9.7654171 15.8542946 12.0038881 11.8507008 14.1427798 11.5261242 -0.7478266 10.6080846 9.3182721 10.4509349 9.3013508 7.9543557 10.1840286 12.8429454 10.0803195 11.3274899 4.4810018 5.4810018 5.4019308 11.3958851 12.5409770 5.7678825 -1.7475843 NA 11.6212350 12.6964214 11.5897882 7.8201387 11.0224339 11.2844009 12.9567891 10.9606203 11.1858718 9.9856221 5.9868933 10.3236453 6.2689920 9.0343621 6.2005495 10.2623614 6.5559634 6.1286996 12.9809777 8.4749778 11.4935703 10.8286673 2.7757459 14.4649833 5.9792869 6.1163689 9.8945325 10.1221623 9.8604379 3.4221119 9.8613618 10.3296663 8.5453329 10.8366758 6.3128793 11.4267966 10.7228418 NA 11.5518203 10.6602473 10.2319654 -1.7475843 11.6874626 10.1717912 1.0595629 10.0651624 6.3396452 9.4438592 8.4810018 9.3788874 9.3435588 2.7116050 9.6080846 5.4420079 11.2319654 10.3396458 10.9519723 12.9356711 10.5372962 11.1590735 10.0882333 10.8036509 7.7460386 5.2965785 9.6375061 9.4126848 -1.7475843 5.7279177 -0.1627833 10.7562571 11.4251042 10.0104061 4.3182735 7.6141268 8.3580916 10.3393142 TCGA-BQ-5875 66 0 NA 2639 kidney stage iii t3a nx m0 female 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 4 3 2 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629966e-06 4.508417e-07 3.33333333333333 28.3333333333333 6.66666666666667 38.3333333333333 23.3333333333333 8.5463315 10.4632360 10.0555116 9.0249310 10.8330741 4.0991521 5.2875979 9.2787651 8.2559704 NA 0.8869793 4.4277738 7.1846403 6.7497032 5.1158323 10.7206931 11.9722387 8.8956825 8.3506073 9.8774587 11.4435514 15.3802895 11.2992810 11.3946276 6.9396744 7.0127374 8.1095993 9.7497032 0.6729231 NA 4.2875979 10.1476075 10.4468509 9.8762356 4.2578479 0.2578555 9.0468403 9.4994359 10.6252648 6.8968894 5.9017068 4.9766661 10.7396495 11.2901254 3.9208173 9.3399992 2.9208078 10.3715922 9.3310990 8.3681157 6.5677052 2.4802393 9.7349336 9.9800883 10.5745087 7.9675081 NA 11.3231181 0.9947969 10.0315387 8.0282387 0.2578555 11.9812265 9.8434386 8.2332204 9.6110777 3.1964497 5.8327584 10.9568440 0.6729231 12.9042587 9.5362995 11.8777643 2.1323136 9.1312839 11.3272998 11.1866151 9.0049241 7.4377587 15.6355238 10.3550043 7.8651802 9.9686564 5.0652061 9.8302344 7.3239393 10.1142755 2.8428180 13.6277200 0.6729231 6.7529586 10.2255567 7.3558823 8.7131772 2.2578555 9.4818517 8.5308686 13.7764622 7.8944746 15.0545202 5.9857714 9.5916912 6.9349823 12.9182174 NA 8.1526677 13.7649839 12.2611337 8.4075971 -1.3269864 8.0652050 6.4277754 6.9993168 11.6203418 9.9326308 6.7866303 8.7944211 9.6889994 NA 9.6855120 7.6952554 10.9103963 10.6637006 8.2408438 8.1567035 11.9473065 10.2008531 13.4464389 6.3939859 -1.3269864 11.3585124 9.9766682 8.6109968 10.8977936 NA 0.9947969 NA 13.5066177 3.2578555 8.6530270 10.5692199 10.6952554 9.8583825 10.7063106 3.4277805 6.9443501 9.4194019 11.4567043 8.5524708 12.4711983 10.6476606 9.0939003 7.5616309 10.2284352 3.7603487 4.6036263 NA 8.7430086 1.8428180 NA 10.1541824 12.3697464 9.4689272 10.2592582 9.7530389 3.5012098 9.3914204 7.7389765 10.6285374 12.1286000 5.7172816 7.5308682 3.0652104 3.4479362 11.7885815 9.0260343 12.1768375 10.9296859 10.0282386 8.3310992 12.9304227 9.2903551 10.6336135 8.6183315 8.6444310 -0.3271674 7.2653450 10.5536189 2.9200646 9.1088391 10.9575063 11.0309892 9.5729995 10.7973320 11.0163509 10.4240131 0.6729231 10.5846540 9.1095366 4.2875979 7.1075153 -1.3269864 8.8073137 6.3453130 11.8377945 10.9449340 10.3715922 10.0010014 10.1277009 10.0780290 4.5797775 11.5070682 9.0758995 7.5767693 9.6637006 1.8428180 5.3733280 4.4542483 1.4802651 7.2765134 4.2875979 11.2455878 3.9948150 8.0737672 5.3022459 NA -0.3271674 11.9089017 9.6827162 11.0603664 10.9778092 10.5555306 10.4385880 8.1011011 6.2532594 7.6328898 8.2746582 10.0424848 10.8642553 3.4802393 -0.3271674 NA 10.0939004 9.0991524 8.3364454 1.6728779 11.4166701 11.1300118 7.4008077 5.3758214 10.0082779 -1.3269864 0.6729231 NA 1.2578555 12.2065823 8.4244317 9.2408436 11.1043852 -1.3269864 9.4890712 9.2857284 11.5782745 4.9396732 10.1682429 10.3798151 9.6637006 8.7537051 8.1425293 12.1703652 11.0939004 10.3302060 10.8743989 7.1727335 8.3750603 4.7389786 9.1012477 4.5574836 4.9396732 9.8847759 0.01140000 0.02763800 0.02118300 -0.00830050 -0.00443120 0.00763920 -0.00678130 0.76159000 -0.05994200 -0.38929000 -0.38929000 -0.00083160 0.02763800 0.01433000 0.00777830 0.00777830 0.00777830 0.00777830 0.00166420 0.00000000 -0.38616000 0.00763920 0.00332990 -0.00263220 -0.00678130 0.00172940 -0.39215000 0.00085477 0.76772000 -0.02411400 -0.05994200 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 0.000 0.733 0.733 0.000 0.762 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 -0.388 -0.827 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 0.000 0.733 0.733 0.000 0.762 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 -0.388 -0.827 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3167438 7.2465345 7.8403059 7.4452682 2.1323136 9.7308792 6.3939859 9.3247195 9.5939847 10.6303850 11.2219502 -1.3269864 6.2503155 9.3076985 6.0907391 8.7523723 11.9666465 3.0652104 NA 7.6415540 2.9208078 1.4802651 8.7335835 6.3663747 10.3275146 10.7206931 10.9925201 7.5797783 1.4802651 NA -0.3271674 9.5692199 7.0216152 9.4443770 -1.3269864 5.5677067 9.5424813 10.4546570 9.5002302 8.8200925 8.8239041 10.8484371 11.3875623 5.4410718 10.8008819 9.5370737 7.7709195 3.1323136 10.0991522 4.5797775 14.9177530 10.8210463 9.6799148 13.1954691 13.1424022 7.0865152 8.2839125 10.1732315 6.9255533 10.3724599 1.6728779 13.2522624 5.8021699 11.8489048 4.4277738 1.6728779 11.2142262 9.2903551 12.3770073 8.4008082 13.4464389 9.8645636 9.7853271 4.2274792 12.2113190 10.6952554 13.1085578 12.4711983 11.3092856 12.9278423 10.9282112 0.2578555 10.5669474 9.3550044 11.8061903 9.0260343 7.7892317 9.9720955 13.7184766 9.1282148 11.6976809 2.4802393 6.6328891 2.9948150 12.0672162 12.2543235 7.8577627 -0.3271674 -1.3269864 10.0403023 12.6351510 11.7124869 6.4344381 10.9843520 11.6270839 13.0839350 10.7206931 9.8774587 11.2992810 4.2578479 8.3417723 5.0822768 8.8085968 4.9017068 9.7676250 3.9208173 8.0238270 12.4027186 9.4673033 11.1932606 10.0370222 0.2578555 13.7776501 6.9499889 6.6558813 7.8161690 11.4721692 7.7523726 -0.3271674 9.0939003 10.2522035 10.6612172 10.5711110 5.4542483 10.2522035 7.7497032 2.8428180 11.9056082 10.8060297 10.3013331 NA 9.4377591 9.5895135 1.2578555 9.9605999 2.3733141 9.7014843 7.2042689 9.7530389 8.8929999 1.6728779 9.1767132 3.3167395 10.5536189 10.7921529 10.3351108 11.8377945 11.4221285 12.0416668 9.6637006 10.1846402 6.7603500 5.0304376 9.6903920 9.9231859 NA NA -0.3271674 8.2728005 10.5379209 10.1017711 1.8428180 9.4890712 9.3689857 10.3694205 TCGA-BQ-5876 75 0 NA 586 kidney stage i t1a nx m0 male 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 3 NA NA 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0383187 7.5106898 0.2439128 10.4576151 10.9012217 6.0120881 8.0054544 0.8288753 9.2168831 9.4398905 9.8004093 8.1173475 1.5658409 8.7437492 9.3247208 11.0999397 7.5613162 NA 10.8741704 2.7649618 8.3126815 8.4088103 3.7674641 11.3644652 9.2039052 8.3576452 9.8796940 NA 3.4138242 10.2325880 0.2439128 12.1651864 9.7337512 7.9021146 3.5658287 10.0592866 10.8728044 13.1581015 9.2690427 7.3153661 16.2720899 9.3153656 9.0704519 12.5982904 3.9443431 8.2125703 7.5837530 9.4374285 5.8586127 13.3726226 2.9794218 7.7047689 7.2607116 6.7437492 8.6145906 6.7115087 7.5748198 9.6909866 14.5389547 8.1049902 12.5994925 7.4037747 10.5047817 5.7196380 9.7782061 -0.7560872 8.0925262 13.1424102 12.1332171 7.2662712 0.2439128 9.1582883 11.0371001 7.3045996 11.0000425 9.0640823 4.7674641 9.8768984 9.3511203 0.2439128 10.2697350 7.6319206 10.4953857 10.3173754 7.4533562 10.9654298 12.2973948 8.4703156 13.8822261 2.2439128 NA 10.6205714 11.2927307 7.8622890 11.8229835 NA 2.4138378 NA 13.3826550 9.0318059 10.2745705 12.1165782 10.2944321 8.5948426 10.5136144 2.0512677 5.8877592 6.8877592 11.0108462 10.8085291 13.0726229 10.7048710 8.7888677 6.9786132 11.0358801 3.4918274 2.0512677 4.3731888 7.8137587 4.9443431 -0.7560872 10.1694577 10.3634929 11.7064055 8.0831070 9.9862127 2.0512677 9.5095183 7.2382566 9.8271553 6.6362200 10.5147826 8.5970503 3.0512503 4.3448782 11.2382567 8.8732598 10.4244341 10.3167058 10.0012933 8.7497149 11.5095183 9.9021147 10.4912374 8.1142681 4.6014529 6.7674654 7.9987907 9.7236835 0.8288753 9.0984601 8.7053829 12.2391404 8.0704516 9.7956116 10.4588295 10.1980996 4.5658287 10.4799175 8.0637629 3.9987912 7.3045996 NA 7.7516980 7.0512579 12.4573113 11.2107692 10.4331101 10.6421125 10.3207189 8.5316158 2.2439128 10.3524277 9.1552954 8.1922706 9.4200764 2.2439128 6.4238118 5.4337273 2.2439128 9.6607008 4.8586127 11.2621035 7.8326179 7.1627669 6.1746401 NA NA 10.3974553 6.9581490 11.4891589 11.1742710 10.4745243 10.8535437 9.3287117 7.8686257 8.7655036 11.3120098 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11.0362869 10.2944321 11.0000425 13.0726229 10.8354256 13.3829749 10.5194459 NA 9.1173475 8.8307430 11.4612552 8.8732598 8.4942016 9.4509176 13.0524653 7.8438162 12.0785718 6.4435752 6.2991860 5.4138276 12.3519376 12.6095422 6.8438156 NA -0.7560872 10.1731617 13.1840333 11.9096811 6.9853706 10.5200277 10.0334369 13.4229571 11.4802165 10.5083459 11.0029592 3.2438975 11.4231904 7.3885615 8.9547096 2.2439128 9.7297326 6.0120881 6.0120881 13.2568726 8.8232191 11.2505800 9.6113181 3.4138242 15.3404331 7.7633824 7.9373903 8.5550158 11.2254706 7.0186898 0.2439128 7.7596033 9.8759897 8.0893933 11.3491571 4.0512590 8.7965724 7.8213320 1.5658409 11.5776177 8.9021149 9.2453114 -0.7560872 11.2488260 10.0399429 0.2439128 10.2125701 3.4138242 9.5826397 8.1477849 9.9862127 8.9438226 1.2439128 7.9547099 2.0512677 9.7236835 10.6564731 11.0112601 12.4573113 11.7236836 11.7454917 9.4200764 8.9920963 7.4823078 7.8512337 8.2297451 7.7752850 NA NA 1.8288753 9.6774887 9.1250936 9.3406183 3.7674641 9.9225034 8.4942016 11.7102347 TCGA-BQ-5877 60 1 270 NA kidney stage iv t3a n1 m1 male 2004 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA NA NA 3 4 1 7 4 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 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4.8102014 10.9598419 1.7706176 8.9087634 8.2616601 0.1807844 10.4566763 10.1850632 8.5763770 9.3799876 4.5206925 6.3407136 9.9141293 0.5027379 12.3179140 8.3369260 11.5444300 9.4616135 11.1411977 11.8055240 11.5893052 8.9248357 8.3482608 14.9644294 9.6580951 8.4108630 10.7704939 4.3507660 10.2080576 7.3681948 10.0275085 8.1145336 13.4333973 1.6030744 7.1255839 8.1145336 7.4096616 9.0325918 -0.8190883 10.2201045 9.6726958 13.3008376 8.2775580 14.9757474 7.3381899 9.1250864 11.8222172 10.7627494 NA 6.4192473 11.8548143 10.6031704 8.5537080 5.3407154 8.7267726 9.8359263 9.0527479 11.0922348 8.7209710 7.0481217 8.7151455 9.1466270 3.5731564 10.3017286 8.3792878 10.1574069 10.2087488 9.2716169 8.7063637 12.2258422 10.1941655 13.5187085 5.8743298 -0.8190883 10.4048445 9.2549842 9.1673958 9.9597412 NA -0.2341258 NA 14.1295978 8.6555626 9.1688173 8.4072550 10.1609823 9.6458989 9.6050090 4.0877344 7.3023766 5.6237849 11.8313336 7.9605621 12.0516852 10.6456438 8.7648656 7.9556296 10.7151456 5.1920718 3.5383892 6.5515299 9.0310296 4.1350423 0.1807844 8.5229173 12.0980284 10.8907881 10.0473490 9.2900205 2.5731564 8.8065516 7.9036505 10.5111799 6.1056550 7.8138383 8.3305898 5.9019409 6.8664679 9.4988207 9.0411537 11.7922135 11.7220604 10.4948595 8.0741441 12.0026168 8.7881731 9.0137327 8.6320540 8.2225017 -0.2341258 9.6128626 11.0912981 5.2676706 8.4325026 10.2689685 10.6699381 10.0714870 11.0587020 11.8551454 11.0796331 3.9881939 9.8488414 9.3469494 4.6565765 7.9155526 NA 8.6696873 7.4685548 12.0990538 10.5833219 8.7863222 10.3545199 10.3375579 9.6392494 1.5027889 10.9742896 8.5427866 8.9340594 9.3267748 3.0877344 6.1920699 5.5206925 3.3507660 7.8603229 4.3305871 10.6869024 3.0388224 8.3902962 6.2641629 -1.8190883 NA 12.1258293 10.0200465 11.1882205 11.1597320 11.0190619 8.1864674 9.9167837 5.7383436 9.1801382 11.2320517 10.2860966 12.4950719 6.0512068 -1.8190883 NA 9.5273566 8.7354315 9.4018256 4.3305871 14.2272847 10.6814357 11.4205905 6.5112672 9.9125861 -1.8190883 0.5027379 4.1808401 -1.8190883 13.9210188 8.9720056 8.8638375 11.8935847 -1.8190883 8.5273566 9.6497926 11.3834258 4.8812829 11.2870786 9.8170142 8.8638375 9.3743681 8.4685552 11.7471347 10.7716637 10.0956017 10.5664356 7.7044045 9.5566099 5.1350382 9.6621377 4.6397820 6.4435486 10.1769631 0.01075400 -0.01085100 0.07067300 0.00715970 0.00000000 0.04046800 -0.00083160 0.11932000 -0.10893000 -0.65435000 -0.65435000 0.01075400 0.01978300 0.02932500 -0.67994000 -0.67994000 -0.66289000 -0.66289000 -0.00225100 0.00708260 -0.01078400 0.05466000 0.00546970 -1.13080000 0.01603100 -0.67985000 0.00055459 -0.04685400 0.05011400 0.01572700 -0.10893000 0.000 0.000 -0.681 -0.681 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 -0.681 -0.681 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 9.9918160 7.1466267 9.0411537 5.9748688 0.9881939 9.6761981 10.5050233 8.0916655 10.3027000 10.5725777 10.6739477 5.7955514 6.0263331 9.5613038 3.5027761 6.2997831 10.6704399 5.9019409 -0.8190883 7.4476296 6.1233579 1.9881939 9.1321275 6.1695282 9.8781667 10.8330155 11.1222261 7.4216340 -1.8190883 -1.8190883 -0.2341258 9.2669790 7.1609827 9.7695574 NA 6.4937258 10.4159595 10.6854135 8.7034243 9.8523839 9.6751984 8.6975278 11.0353216 5.2361252 10.8545935 9.1086206 6.4429369 4.0634857 10.2306913 4.9087649 13.5924531 10.0349319 10.2492852 12.8046100 12.9407830 7.9833590 9.7004791 10.7262900 8.8734583 10.2732696 4.5558836 13.4243143 4.9087649 9.9315498 4.9223120 NA 10.1969547 9.8479543 12.9120557 8.7658052 13.5187085 9.0680635 9.2782167 9.4760377 10.9142818 10.1609823 14.9612031 12.0516852 12.7018911 13.4332495 11.0038118 -1.8190883 10.6821824 11.7693232 11.4871893 9.0411537 7.6565765 10.3654082 12.8875007 10.5653567 11.8639460 7.4240168 6.0997055 8.5602212 11.2175315 12.2248953 7.5162335 0.9881939 -1.8190883 10.1713013 12.4715816 11.5645349 6.7881728 11.0477353 11.2862602 11.9471646 10.8330155 9.7258023 10.2745905 6.1751952 11.1838335 6.2415390 8.1892716 4.6071054 9.6412987 5.1466267 7.7004793 11.6812975 8.4429377 11.3960724 10.5862502 3.6071054 13.9847721 7.5536423 6.7844686 8.2310181 10.2831466 8.5817222 5.2142647 9.5865161 10.0854774 9.1537149 11.4208887 7.0073918 11.3046409 9.4616135 2.0877344 10.9687453 11.5745014 10.7483236 NA 11.3413445 9.7554363 0.7657893 9.8246990 4.6237849 8.8129291 8.1538226 9.2900205 8.5105268 4.1808401 8.1056550 4.6565765 11.0912981 10.2569903 11.2726087 12.0990538 9.6731967 10.1766099 9.3267748 11.0200465 7.7449926 9.2039039 10.2252368 10.4201430 -1.8190883 2.4287588 NA 10.0500511 9.9671737 9.8115650 3.2252441 8.5273566 8.9340594 10.4355762 TCGA-BQ-5878 79 0 NA 1938 kidney stage iii t3a n1 m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 2 5 2 5 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080808e-06 7.629629e-07 15.4761904761905 32.1428571428571 11.9047619047619 30.952380952381 9.52380952380952 9.5142365 12.0890643 9.4920320 8.3002656 8.7024678 6.3541930 4.0174142 9.1437192 9.9485622 NA 0.7201909 5.4723188 6.1650597 6.0960742 8.7453375 11.2707348 10.5487985 10.8875691 11.4295854 10.8019391 12.1123593 13.5347260 11.0629414 11.7456894 8.9017454 5.1252213 7.6692111 12.0946094 2.9143158 -1.8406292 5.3786053 9.7518931 10.0178057 10.2744797 4.4632170 0.7444195 8.6290779 9.9768194 9.2842036 8.5571106 6.3091835 9.2640348 10.0670779 10.8039683 6.3393459 11.2024633 -0.8406292 10.2385875 9.7983244 8.4227052 7.7273923 2.3293533 10.3831362 10.2325735 11.7968534 7.6085845 2.5517621 11.4552667 3.1544698 9.4314709 8.1804159 0.1595000 10.5369178 10.2581262 7.3930558 10.4438091 0.4814023 3.8873595 10.7474479 1.9667996 12.1239574 9.4349786 10.1327746 5.1594354 9.3405821 8.7565573 10.0730735 8.4072567 7.4881109 16.5644570 10.2867856 8.3749690 11.4445493 4.8176488 9.3312383 7.8805355 10.2369194 2.2468945 14.4712731 2.3293533 8.3981276 11.2424167 5.7593476 9.2816169 0.4814023 10.1179887 9.4517578 13.4421263 8.2455722 14.2923055 5.9342240 9.4351823 7.9859848 11.1826706 NA 6.7667661 12.2516977 12.6219383 8.4948264 1.3293533 7.2228316 9.8736816 9.2435801 11.8138483 10.5439500 8.1438546 9.6142494 9.5382728 0.4814023 9.3597217 8.5103753 10.0934955 9.7778216 9.3034570 9.4603605 11.0534826 9.9272067 14.0261837 2.0663303 4.7741440 10.2248522 9.8450915 9.3670604 10.9966698 3.4448393 6.8564031 2.3293533 13.2959466 6.9276204 10.0838775 7.1928589 11.0000173 9.3492607 10.5672349 2.7443979 8.3393450 2.8598702 11.3152030 10.5786062 12.6494646 10.8465930 8.1395754 6.7630623 10.6560402 8.8932988 6.0174164 2.5517621 8.6502871 7.7960604 0.7444195 8.3906574 11.8327451 10.2890411 10.1838832 9.9267929 4.2502870 10.0104042 7.5474537 9.9822458 6.8494339 10.2744797 9.2861405 4.3492591 7.4609776 10.0053182 8.8555341 11.5549702 11.0369119 9.7741459 8.9234781 12.0402631 9.5490675 9.8642043 8.4677751 10.2874304 -1.8406292 9.0481792 10.6364353 0.7706176 8.4916515 10.0595481 11.0367202 10.2422503 10.4126926 11.5706822 10.8386962 2.4073528 9.3091832 8.3969686 6.5982282 6.6229611 -1.8406292 8.0497005 7.1223321 12.0521686 10.5935429 9.7240619 10.7871979 10.4853036 9.0504603 1.4813506 11.2677416 8.6311112 8.8693813 11.1751995 -0.8406292 4.7593476 3.0663303 1.3293533 8.8292071 3.0174231 10.8803216 3.9143253 6.9076286 5.7297485 -1.8406292 NA 11.9627600 11.2048545 11.8275454 11.3101354 11.4371593 8.6290779 10.4951000 7.1030055 8.6147632 11.2167510 10.0282586 11.3749690 5.6351681 NA NA 9.6502869 8.5762338 9.2594413 NA 12.0893417 12.6056794 10.7149839 8.9989706 10.8236611 -1.8406292 -0.2556667 0.1595000 0.9667996 12.8545556 9.2816169 9.1187135 11.4378855 -0.8406292 9.4185908 9.3550420 11.4488787 6.2415847 10.3554233 10.4144646 10.0154725 9.4250512 9.4115101 11.2623959 12.6388374 10.0561468 10.7971930 7.9812099 8.8476863 3.4813635 10.2708977 6.2535128 6.3396933 10.0519789 0.00000000 3.00270000 -0.00055444 0.01964300 -0.00664320 0.03397200 -0.00484610 0.00069327 -0.02903800 0.00000000 0.00000000 0.00000000 -0.91146000 -0.86026000 0.00513590 -0.00055444 -0.00055444 -0.00055444 -0.00281240 -0.90320000 0.00235810 0.00875280 0.00277450 0.00277450 -0.00484610 0.00597000 0.00471900 0.00513590 0.02960600 0.00360760 -0.02903800 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.3852461 7.1537891 5.9923266 8.0701988 NA 10.2822641 5.4540574 7.5717731 9.8046441 10.9803490 9.9489697 3.8598801 6.0901738 9.8314194 2.5517621 8.1237769 10.6191238 4.3492591 -1.8406292 1.4813506 4.6672279 0.9667996 8.5804489 7.2574680 11.9742168 11.2707348 10.8018172 7.0420796 3.0663303 1.3293533 -1.8406292 9.5103753 7.9193240 9.3942535 1.4813506 4.8736803 9.661273 10.208264 9.150249 9.983201 9.418002 9.457499 11.108716 5.148121 10.500121 9.289363 6.610647 2.966800 10.026715 8.563513 13.617618 10.376485 10.080533 12.784917 13.015618 7.777821 9.443682 10.450319 5.751892 9.725014 3.683000 12.856349 8.309183 8.172060 -1.840629 NA 10.472035 10.052738 11.896261 9.089434 14.026184 9.217428 9.478544 7.919324 11.516576 11.000017 12.636688 12.649465 12.578540 13.014548 11.143498 -1.840629 10.879680 11.549067 9.496500 8.855534 9.646271 10.063694 12.414022 8.492591 11.458353 -1.840629 7.209285 7.753761 11.561116 12.907576 10.319938 NA -1.840629 10.677597 12.236335 11.488811 6.706330 11.059737 11.6462711 12.7842886 11.2707348 10.8019391 11.0629414 6.1194371 7.6532915 6.1762450 8.8564034 4.9796138 9.9126529 6.3393459 9.5767611 13.0050168 9.1424295 11.9224409 10.1643588 1.6188494 13.7527396 7.6911489 7.1281026 7.7672105 10.6746431 6.8283206 2.2468945 9.8446229 9.8932988 9.2091621 11.1210666 4.5344725 9.4672061 7.5015108 8.8856543 9.0790442 11.1354631 10.2191185 0.4814023 11.5448941 9.7676909 2.0663303 9.8860800 1.3293533 9.7183351 11.5035932 9.9267929 9.5934804 0.1595000 8.7824030 0.4814023 10.6364353 10.6497855 10.4886718 12.0521686 10.0719513 10.5971881 11.1751995 10.6306032 8.3230858 8.8389162 10.1041481 10.0216860 NA 5.7063316 3.3293676 8.3418306 10.2189766 9.9986398 -0.8406292 9.4185908 8.9986398 10.6560402 TCGA-BQ-5879 32 1 697 NA kidney stage iii t3b n1 m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 1 1 7 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.7180091 12.3482000 8.8830022 6.2313786 10.6319930 12.5076004 11.8778839 11.1181624 11.5000448 8.2585773 5.8830025 8.3738661 12.9076171 3.3418577 NA 7.0732343 10.6186961 10.2613304 8.8630033 2.5158890 -0.9434165 7.2948587 9.0265597 10.0546915 10.5344648 7.2683418 1.8638195 10.9775508 11.1294237 4.8893421 9.2382270 5.9082029 9.8782277 10.1902380 9.4884736 6.5602793 1.6414073 10.7213454 9.5199780 10.9216070 7.9753172 5.2462789 10.3226341 4.5201393 9.9567696 7.4848140 5.1649793 10.5968239 10.8561401 8.2462784 9.9086711 2.0564448 5.0788233 10.4910820 8.5868600 11.4925145 8.3625155 9.4046286 9.5834420 11.8517791 12.1481370 11.7334025 9.2828658 7.5422828 16.0699836 9.4057350 8.0550443 11.4852064 3.5158890 9.7075055 7.1413153 10.3735836 8.1727975 14.6455928 1.3784006 8.3202039 4.4827192 9.6296275 8.3464725 0.0564448 9.9875605 10.5607762 14.0343596 8.1934450 13.1297170 9.4439325 10.1482164 7.2876745 11.2765296 -0.9434165 4.7146632 10.8744366 10.6407116 6.6563662 1.9633261 8.4018591 10.0687290 9.5863722 12.1279161 10.2320033 8.6253600 8.7110898 9.7568934 3.6110425 9.8786262 8.7376922 9.3296665 8.6619330 9.4509164 9.4101520 12.0607681 9.9938275 13.9314590 3.0106545 0.6414535 10.1979223 9.3372245 7.8750360 10.9914345 -1.9434165 5.1960050 -0.9434165 12.9391445 12.0915105 9.9356541 3.7003065 10.3170793 8.9058587 10.3996394 3.9633446 6.9482376 11.0774336 12.0694273 12.1157137 11.9555132 10.1419261 8.7297628 7.1831580 10.2710764 4.0788233 6.7110901 0.6414535 8.5311736 7.0981132 0.0564448 8.9229599 12.1413451 10.3375143 10.1455731 10.1561302 0.0564448 8.6291540 6.9812659 10.2479788 6.4140053 10.4431245 9.5014686 6.2011124 5.8370930 9.1889535 9.7822460 11.6615859 11.2031815 12.0223281 8.9167647 12.2313794 9.7745585 9.8008671 9.3664984 7.9871912 -0.9434165 8.5868600 11.1544857 5.2594608 7.3296430 10.8316524 10.8006569 10.6246473 10.3173733 13.0523092 11.3940756 3.7568952 10.4671700 8.2240726 5.1649793 9.1225428 NA 9.1727978 7.9283591 12.5257775 10.5405214 10.9227667 10.5278749 10.0004336 9.3447431 1.7568952 10.8830578 9.0919402 10.3565202 10.9173466 3.4140002 3.4487688 3.1008431 1.5158638 5.5800158 2.8113477 10.3516486 4.7288783 7.9708387 7.2509152 NA -1.9434165 11.8448661 10.6953421 11.1455731 10.9381412 11.1873459 8.5138346 9.0774267 6.1431199 9.8714366 11.5900268 9.9704650 11.7778734 4.4140070 0.0564448 NA 10.1597414 9.1753949 9.0933140 -0.9434165 14.7074914 11.5076648 12.5715991 9.9439067 10.6505450 -1.9434165 -0.3586389 1.2263852 -1.9434165 14.2992184 9.6182190 8.3716033 13.1811809 0.8637799 9.8549256 8.9142093 11.2944105 4.3043796 9.3951901 11.0984550 8.6395364 9.0437177 9.8084161 12.6511865 11.4374558 10.3960253 9.8630033 7.6489105 8.2388480 6.2363625 9.9569431 4.9809119 5.8176719 10.2030224 0.0024593 0.0209030 0.0210430 -0.7572900 0.0181250 -0.0544200 -0.0069497 0.0169850 -0.2121800 -0.1564000 0.0000000 0.0172640 0.0209030 0.0148620 0.0602220 0.0210430 0.0210430 0.0210430 -0.0407520 -0.7615800 0.0294660 -0.0544200 -0.7370500 -0.7370500 0.0054139 0.0273570 -0.7616400 0.0296060 0.0404680 -0.0658500 -0.2121800 0.000 0.000 0.000 0.000 0.000 0.000 -0.748 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.167 0.249 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 -0.748 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.167 0.249 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 10.5181889 5.5878360 7.9738259 7.4230167 0.8637799 9.2112719 12.8012875 8.6974847 7.3279164 11.4930924 10.9715862 -0.9434165 4.7003121 10.5642483 1.2263852 4.8508694 11.1991990 6.2011124 NA 6.6033474 2.1439158 -1.9434165 8.3533701 1.6414073 10.7915316 11.7180091 9.8184037 6.8830025 5.1960050 NA NA 8.9291285 7.0479756 9.2616361 -1.9434165 4.1008515 10.8638086 10.3412777 8.4216824 11.1847703 10.8847885 8.3636547 10.6222698 6.1492106 11.7376921 8.9790381 6.4530582 5.5483071 10.5334530 7.0048205 14.4894685 9.2344961 10.4840284 12.3094886 12.8071722 8.7420787 10.6623961 11.1605610 5.9989672 10.3536565 10.4607970 13.0970003 7.5897837 7.0394477 7.6395368 1.8638195 9.9573205 10.6421205 13.1908399 8.4993971 13.9314590 8.7137721 8.8646133 11.2504410 11.3490629 10.3170793 16.2299112 11.9555132 14.3923848 11.8433359 8.8524933 6.0732611 9.8468021 10.5374962 10.8427233 9.7822460 7.6244095 10.5805056 12.8131664 9.4466226 11.9048810 6.1063023 7.3020064 8.7911632 11.1295911 12.8013926 7.4336639 0.3784006 NA 11.4720634 12.6924552 11.8697309 6.0620785 10.4107031 12.0033600 13.1323088 11.7180091 10.6319930 11.1181624 4.8766348 8.3918442 6.0164562 8.9982350 7.8213250 10.8040173 4.8893421 6.3647930 13.2413263 9.1205228 11.8774304 10.9713993 0.6414535 13.2833927 7.6453183 8.1198490 7.2495108 9.5975504 8.2548987 2.0564448 9.9058589 10.6778188 8.8088342 10.7228996 6.0788212 10.7144420 9.0179033 9.4926448 8.3314141 10.9101531 9.5422830 0.3784006 11.3666404 8.7003100 4.3043796 10.1425900 4.9753184 10.4921240 4.7843731 10.1561302 8.8913277 5.7075055 9.1472278 3.7843783 11.1544857 11.2299747 10.5001743 12.5257775 10.1828355 10.8826049 10.9173466 11.7673677 7.9663468 8.4931654 10.3479122 11.3263109 2.3043942 1.9633261 1.2263852 9.5220200 7.0358218 10.2090555 1.5158638 9.8549256 7.4785181 9.7551583 TCGA-BQ-5880 79 1 1314 NA kidney stage iii t3a n1 m0 male 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 2 3 2 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6802647 8.4272621 5.9257170 6.4792839 13.1088839 4.2728369 -0.4275954 6.7818475 9.2866393 10.3062565 10.1183236 1.5724046 1.1573671 8.9409002 9.5468084 10.7055361 8.4427586 5.5265916 3.4792823 9.0880936 11.1916968 6.8852766 11.5514617 9.1834185 10.3602963 9.2676222 8.1498228 7.5723940 3.2728294 9.8738901 10.5178377 10.2840607 7.1115530 0.5724046 11.2821713 2.3797596 10.2849208 7.7170519 1.8943327 10.9100158 9.2762973 8.2658808 9.7831261 -0.4275954 7.0236047 10.8531646 2.3797596 11.4762757 10.6078803 8.5149085 5.5031324 8.1076690 10.6552082 11.5787199 9.3668096 8.2306051 15.8140977 10.1288999 7.7671509 10.2832003 4.4792823 8.6518787 6.8761743 11.2788899 7.6002995 12.1066967 -0.4275954 8.0485326 9.5090317 7.4241428 9.0440689 2.3797596 10.0359182 8.9625629 12.2386178 7.3471811 14.4543089 7.3405783 9.0648880 7.7473196 12.2035709 NA 5.5723925 14.6368840 12.6753537 8.4882732 4.8943230 7.3989420 9.9111302 8.5060846 10.5251350 7.4852835 6.9732738 8.7322651 8.9923541 NA 9.5090317 8.7373008 10.5360125 10.4656954 9.4912571 8.2377296 11.4891317 10.2279245 11.9525843 4.7818475 3.2728294 10.3430578 10.2099244 9.4942348 10.1365434 NA NA NA 14.0810552 9.1999277 9.1422495 13.8333868 8.2412787 11.1422494 11.6472043 3.3797457 6.9560985 8.7891397 10.2501135 10.5787199 11.5300509 9.5989173 7.8344887 10.1695153 10.7769649 4.5723925 1.5724046 -0.4275954 9.2710986 1.1573671 NA 8.2017505 11.7357290 9.8716019 10.2788899 8.8898063 1.8943327 8.7042509 7.9860218 9.8252840 15.2163627 6.9033107 7.9166898 7.0562096 6.7807746 10.9759385 8.0440689 11.2913547 11.5240428 10.1769470 9.8012125 13.1242222 9.4897659 9.7927721 8.5752087 6.3925733 NA 6.3272814 10.4442991 5.3079166 9.4538750 9.5396201 11.0511635 8.2162502 10.2960548 10.9376227 10.7423189 5.0642448 10.2806156 9.0805649 4.4303723 7.1944456 NA 7.6330897 5.3272814 12.3684334 10.9200152 9.4334807 10.8226922 11.0791973 9.6638292 3.4792823 11.4809028 9.5639156 8.0318252 10.0541932 1.5724046 5.5947605 3.0318186 9.1870301 8.4580904 2.8943133 10.5780183 3.3797457 8.3797487 5.9817842 NA 1.5724046 11.4834112 10.7253124 10.7781871 10.4373537 11.2003836 10.4641775 7.3405783 6.3645987 8.7246786 10.5961482 9.8531647 10.7448213 4.2162531 NA NA 10.0562096 10.0111857 7.9517719 6.3003141 12.0734846 11.9119655 10.6743695 7.0598322 9.7385569 0.5724046 1.1573671 NA 7.5947620 12.8102013 6.5381781 8.4021167 11.2207514 NA 8.4272621 9.1596088 10.9077842 5.2728332 9.6651509 10.8356630 9.2359520 9.9409002 9.4241428 11.2540715 10.5723938 8.7745176 10.2153481 7.5947620 8.1611087 4.8577969 9.1441466 3.3652446 7.1498223 11.4017202 -0.00107600 0.01642500 0.00527490 0.00054397 -0.00456950 0.64048000 -0.00691950 0.77272000 0.07599100 0.00000000 0.00000000 -0.01367700 0.01349200 0.01642500 0.00221930 0.00438580 0.00438580 0.00438580 -0.00097017 -0.00480730 -0.00373950 0.63828000 -0.00456950 -0.00456950 -0.00691950 -0.00401620 0.00305220 -0.46451000 0.27900000 -0.00083160 0.07599100 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 9.8143769 7.0801886 7.1944456 7.8954935 5.4981551 9.9668565 8.1384479 9.1876188 10.0871078 11.5024400 10.3700554 2.1573671 5.5947605 10.4178838 1.1573671 9.0662493 10.5287700 7.0562096 NA 5.7423189 2.7423081 -0.4275954 8.6913349 5.0959539 10.4687868 10.1018244 11.7107328 8.3239379 NA 1.5724046 NA 10.3331137 6.3272814 8.6625064 NA 6.8943218 8.6887378 9.9365286 10.1889426 8.9077842 8.2341717 10.3430578 10.2797530 3.6598561 10.1163923 9.4210169 7.3471811 6.8670143 9.6651509 6.2017495 14.1559468 12.1741646 9.3339451 13.2490121 12.9295334 6.1723075 9.0939943 9.9796616 7.7818469 10.7284769 6.0318252 13.5209436 5.0642448 8.2553884 4.2728369 NA 11.0384703 8.1723065 11.6198586 7.7523030 11.9525843 8.7246786 8.4365800 6.8107991 10.2615182 8.2412787 13.4760874 11.5300509 10.4527426 13.0242489 9.9647112 -0.4275954 11.3297838 10.2788899 10.3247745 8.0440689 6.9299460 9.9934067 12.9812543 9.6558731 11.5005421 4.0959582 7.1269832 6.6913346 11.5305840 11.5759117 7.6276761 NA NA 7.5496738 12.6356204 10.5829219 5.9474324 10.6538773 12.1493505 12.2832003 10.1018244 9.2108298 10.8368364 6.7622186 9.8096038 4.2162531 9.3909761 5.7818475 9.2814776 6.8852766 6.4178846 12.1173558 9.7523029 10.9673924 8.8203213 2.1573671 14.1253030 6.0640874 6.0801886 7.7266044 11.1293788 8.2762975 3.5723925 8.6002999 9.1648509 8.2017505 11.3549826 6.1871046 10.9485192 9.8577960 0.5724046 12.0065007 11.4504447 10.0742310 1.1573671 10.2368411 9.4381271 2.3797596 9.9571775 8.4702391 8.2969075 7.9560979 8.8898063 9.0670694 6.5610786 9.1573563 4.0959582 10.4442991 10.5367347 10.3071034 12.3684334 11.4442991 11.3741022 10.0541932 11.3214252 7.5553875 5.6167870 10.2368411 9.9255406 4.7016766 -0.4275954 -0.4275954 8.7818472 11.5039809 7.8250593 0.5724046 8.4272621 9.3222633 9.4732607 TCGA-BQ-5881 69 0 NA 1454 kidney stage i t1a nx m0 male 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9822489 6.3787509 12.5974180 10.1537647 10.9322805 8.3972866 8.1718213 7.8291087 5.5651645 10.7056447 10.8222656 9.6082323 6.5094536 0.5207491 11.4941080 NA 9.1646256 6.9883745 5.9965040 11.1271746 8.9985278 8.2889537 9.5109018 2.5207742 8.7056448 10.2350150 4.4749681 10.4742384 10.5692563 6.3151858 4.7686978 7.9719395 13.2175197 10.1446510 9.7840387 8.8449499 16.1478758 10.2375889 7.0753583 10.1825476 3.4276598 8.5066115 7.2418688 12.4383280 4.6500522 12.1521739 4.5984426 8.4579669 9.0521509 7.8694976 8.5066115 3.5207742 10.0315336 8.6981890 11.5935720 5.1931961 14.9029382 5.4276598 9.0400716 8.0482465 12.9168390 NA 6.9553977 14.5878676 13.0344970 8.3021294 7.8061719 7.5151226 10.9433599 9.2435770 9.9802010 6.3021289 7.2955568 8.1789810 8.5094540 1.5207491 9.0849189 8.6055777 10.5214737 10.1363991 9.2125129 7.9595615 11.2699768 9.2055181 12.3818564 1.5207491 4.7302215 11.1758529 9.4500278 10.2272655 10.0325221 NA 0.5207491 2.9802081 14.1959547 10.1428212 9.9760967 14.6991231 5.4749649 12.0698321 12.5695968 4.0443329 8.5347900 5.5651645 9.7805127 11.4344069 10.3700025 8.8426976 8.3473180 10.7465794 10.6174846 4.8426973 NA 2.1057451 10.3281243 4.3787474 NA 7.9595615 11.5590026 8.9533112 9.9280371 8.6931970 0.5207491 8.5094540 8.3631198 10.5047250 11.4596139 7.3725186 9.3151853 6.5760519 4.3281256 11.5417494 6.8516866 9.8892759 11.7752076 9.3709563 10.2020078 14.0944166 8.8449499 8.5375776 8.9237815 10.1923104 NA 6.6500522 10.1564875 4.4623468 10.0439981 9.2823207 10.9039337 8.7734350 10.1253227 11.1980486 10.7805127 5.3787509 10.6201173 8.7830522 4.1646254 8.0086096 NA 7.4632840 4.4749681 12.8780465 11.8505658 9.0540990 10.2588617 10.8262613 9.2020080 2.1057451 11.6559753 9.9173742 8.0005499 9.8816166 2.8426973 6.1646254 6.2486904 2.1057451 8.2889537 3.1057284 10.1363991 2.9802081 8.6526263 6.0599285 1.1057451 3.3281184 11.6423030 11.0806245 11.0191200 10.2081451 11.8376166 10.1382369 5.9103369 5.9101642 8.6448906 9.4836655 8.6806408 9.6743215 5.7302215 NA -0.4791503 10.4470655 9.6474739 7.4865535 0.5207491 10.7939823 11.5868586 8.9965029 7.8658199 10.4455820 1.8426973 1.1057451 NA 5.2212082 12.9914283 6.6906950 8.0166245 9.9616387 NA 7.8650651 8.5541924 10.6956951 4.5651645 10.3465233 11.4581433 9.7483854 9.2452834 9.3646904 11.0944166 10.2255376 9.4559346 10.6448908 8.1132265 8.5678933 3.5207742 8.2177367 1.1057451 6.9044733 12.5814654 -0.00181000 0.01908300 0.59818000 -0.01346500 0.60538000 -0.00270380 -0.01230000 0.58184000 0.11081000 -0.02192100 0.00000000 -0.00181000 0.01698500 0.01908300 0.59818000 0.59818000 0.59818000 0.59818000 -0.00180140 -0.00512270 -0.00470790 0.00319100 -0.00166290 -0.00166290 -0.01230000 0.00485790 0.00194180 0.00015342 0.60124000 -0.03686100 0.11081000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 9.3345506 7.3536594 8.1243959 8.7703570 2.3281184 9.9657843 9.2072699 8.4038097 10.2856410 11.9856164 10.7025428 5.0753572 5.1646254 10.9899024 1.1057451 7.7639433 10.5172429 6.5760519 NA 6.9802013 4.1646254 1.8426973 8.9195132 4.9130857 10.2366114 9.4186148 11.7462872 7.6705168 NA 1.5207491 1.8426973 10.6029185 6.1354795 8.5122913 0.5207491 7.0206155 9.1206822 9.7155264 11.0161249 8.9719806 8.2520882 10.9227156 9.1628211 1.1057451 9.8990643 8.6603208 8.1931946 6.3021289 8.5403602 6.0443307 13.0129982 12.0317808 8.5431374 12.8236939 13.1194035 5.9130857 9.2125129 9.4865537 9.5706179 10.4669447 6.0443307 13.6768525 4.8061694 8.6781163 3.6906964 NA 10.4894363 7.8516866 12.2729410 8.2486899 12.3818564 7.9001477 7.6448910 11.0379467 10.4336588 5.4749649 13.6641526 10.3700025 10.8810678 12.5728280 9.8426975 0.5207491 11.4994799 9.2452834 10.5631128 6.8516866 5.9470349 9.8483220 12.0844424 8.4396327 10.7210551 4.2212120 6.7006783 7.7591745 11.3176202 11.1971674 8.6029185 NA 2.1057451 8.6881877 12.6270052 9.8613985 5.5207680 10.1428212 11.8384647 11.2571714 9.4186148 8.4894362 11.6211033 5.9470349 7.5431370 1.8426973 9.8816166 4.6906964 8.7519905 6.3787509 7.1280995 11.4775086 9.3771949 10.6207747 8.9428341 -0.4791503 14.6316605 8.1174062 6.2072701 7.9130869 11.5462551 8.3599731 2.5207742 6.8061719 9.3216693 8.9301604 12.1501261 8.1317942 11.4064658 7.9259110 1.1057451 11.3000784 11.9694020 10.4908753 0.5207491 9.8539247 8.8061716 0.5207491 10.6055779 4.8061694 6.7968936 6.6906950 8.6931970 8.7069829 5.4749649 10.0285640 3.9130905 10.1564875 10.8165384 9.4079900 12.8780465 11.7453741 11.5678933 9.8816166 10.9301604 8.0599285 7.8914569 10.2401583 9.8003800 2.8426973 3.8426973 NA 8.8516863 12.3906312 6.9470337 NA 7.8650651 9.1057320 10.0963086 TCGA-BQ-5882 54 1 658 NA kidney stage iii t3b n0 m0 male 2007 NA NA NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 3 4 1 3 4 4 1 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6709645 10.7573334 8.3484728 9.3333115 -1.6515409 4.7747396 9.8498126 -1.6515409 11.5050301 8.1428887 6.1939629 3.1033634 10.4889737 12.8592989 11.7799705 8.5370619 8.5964004 15.0459700 11.4627033 7.8661421 9.4537266 4.3257534 9.3962785 7.0489129 11.1912161 5.5772929 12.9598436 3.0538933 8.5972425 7.8503100 10.6692735 8.7504189 7.2703140 9.8739937 9.3463582 12.9886614 7.1331083 14.6670708 7.0627186 10.1359266 9.2583660 11.7381043 NA 7.6199360 12.1500803 11.8551524 8.3484728 1.1558140 9.4809727 9.5916469 11.5018666 11.1191368 8.8272427 8.0780937 9.8079045 9.4803300 3.1558302 9.7589242 8.2792103 9.7305566 9.9571898 7.6927689 8.9353127 13.3237791 9.4543816 12.7600501 0.6703872 6.0138084 10.9047395 10.2474710 8.7642148 10.3030328 -1.6515409 1.1558140 1.3484591 13.8002636 5.4880233 9.2196080 12.2959273 10.0975043 10.4289574 9.9465255 2.6704098 7.7191602 7.3708408 11.2652855 10.8445777 12.1655285 10.3863631 8.8522985 10.2134328 10.5398406 4.9334357 2.3484591 3.6703985 9.5862804 4.3026700 -0.6515409 10.1062796 11.0528089 8.5382976 3.7407873 9.5432298 4.0772088 9.9097610 8.6983070 10.2707674 9.8388224 8.7673797 8.9869089 5.0627175 7.8258263 11.2293957 8.0729868 10.6243065 11.5389149 10.7327171 9.8058538 12.0027733 8.7810147 8.9796501 10.6793898 10.0389075 2.1558140 8.1083614 10.1489684 8.1169552 8.6894914 10.7960728 11.3628422 8.8443279 10.5850852 9.9696090 10.1154159 4.9923288 12.0702130 8.6350306 4.6883203 6.1100249 NA 7.6499689 6.4622143 11.1588437 10.2478299 9.2703138 11.2871336 10.8864193 9.5039237 2.1558140 10.7243269 8.6827464 8.2280563 8.9381240 7.3680638 6.4674148 4.9183290 5.4879204 8.3055748 1.1558140 10.0120310 4.8079061 7.8463247 7.3228872 NA -1.6515409 11.5538080 10.4796868 11.2806877 11.2792103 10.9142891 9.3962785 9.6886124 6.1030255 9.1837339 11.3389315 9.4165795 10.6590858 1.9334216 -1.6515409 NA 9.3867060 9.4165795 8.0763934 NA 10.8327923 12.0751169 10.9076110 5.8824254 10.3477683 -1.6515409 -1.6515409 NA NA 14.8132899 7.6430935 8.8700734 10.8234463 NA 8.4332812 9.9302713 11.3511122 3.8720309 11.4827388 10.5061357 8.6960943 9.7960729 8.2865822 10.9746383 11.5157343 11.2274818 10.7316372 8.0332215 10.0562634 4.4777550 8.6816285 1.8078907 5.6793900 10.4142256 0.056940 0.051103 -0.573970 0.052810 0.060365 0.079880 0.552130 0.000000 -0.244600 -0.616510 -0.573880 0.017404 0.051103 0.051103 -0.576940 -0.563660 -0.563660 -0.563660 -0.562060 0.073833 -0.582060 0.055515 0.066086 0.061508 -0.590510 -0.594240 -0.585490 0.062223 -0.353140 -0.038034 -0.244600 -0.025 -0.577 -0.594 -0.594 0.000 0.000 0.000 0.000 -0.599 -0.246 -0.246 0.000 0.000 -0.581 -0.581 0.000 0.000 -0.574 0.000 0.024 0.131 0.000 0.000 0.000 0.000 -0.564 -0.564 -0.562 -0.562 0.000 0.000 -0.582 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.025 -0.577 -0.594 -0.594 0.000 0.000 0.000 0.000 -0.599 -0.246 -0.246 0.000 0.000 -0.581 -0.581 0.000 0.000 -0.574 0.000 0.024 0.131 0.000 0.000 0.000 0.000 -0.564 -0.564 -0.562 -0.562 0.000 0.000 -0.582 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 9.79452228 6.54322984 8.55304403 7.28766991 -0.06657844 9.31641957 7.38739184 11.41829190 9.48418225 10.98812113 10.76974885 0.93342156 5.03497279 10.13882138 3.16301561 7.94279774 11.07681867 5.06271753 0.93342156 7.18767670 3.04891621 2.34845906 8.23721618 6.07639234 9.35609604 10.51683167 11.49993829 7.84632469 0.67038716 NA NA 9.21883758 7.64538896 9.42060556 -1.65154094 7.18136299 9.3839593 11.0031089 10.0450059 7.2188373 9.5591444 7.5432298 10.5533498 6.1100249 10.3663253 9.1033605 6.4199349 6.6430942 10.0869875 7.5676413 13.9006317 11.3623190 9.3307536 13.0456034 11.8242064 7.4725942 8.4969496 10.4664406 3.0489162 10.0288325 6.5772914 12.9327308 5.1686501 9.0670059 3.7060221 3.5579247 11.7650066 8.6430935 12.5632474 8.8503100 12.7600501 9.9760068 8.7862249 6.2851118 11.2775464 10.0975043 13.1235688 12.1655285 11.2140129 13.2264280 10.2257571 4.2553648 11.6947096 10.0865653 11.4873846 8.0729868 7.9576517 10.6318508 13.1303449 10.7520176 11.7397165 4.0489162 7.6522534 8.2968401 11.6356081 12.1690508 6.9558033 -0.6515409 1.1558140 9.3867060 12.9287904 11.6597714 6.5032915 11.3454759 11.25986493 11.79581450 10.51683167 9.74454258 10.38361574 7.57488488 9.76790651 6.53829759 8.74935224 5.15582612 9.57187131 7.00668401 5.93343573 12.01258020 8.46221514 10.79063888 9.93343543 1.34845906 12.88277583 7.60425669 7.06614948 6.30847556 10.73675935 7.90880570 2.04889878 9.47065379 10.64911154 11.46931346 10.58508516 4.70602765 11.32270824 9.12326009 1.67038716 12.49718783 11.88799530 11.68609484 0.34845906 10.33822227 9.49057996 4.45699666 9.91214595 7.09666561 8.41590736 6.28511180 9.54322984 9.03139740 6.05583121 8.01735797 4.20645569 10.14896841 9.83027244 10.36736855 11.15884374 10.51086423 10.83480522 8.93812403 11.31749967 8.12819234 5.84032727 9.86368003 10.05021258 5.11665586 1.51838406 -0.06657844 9.74507780 11.56366162 9.74347138 1.51838406 8.43328122 8.09330663 10.12367163 TCGA-BQ-5883 79 0 NA 1242 kidney stage i t1a nx m0 female 2007 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA NA NA 2 1 3 2 1 1 2 2 2 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 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8.02826359 -1.65471718 11.20480367 9.54494126 8.14455067 10.09747807 0.34528282 4.22791047 10.12087924 2.98912084 11.61395706 10.01104886 8.61556417 5.83712077 10.04613769 14.63208418 9.47197327 8.49755369 8.50261583 14.69067414 9.20247233 8.38966317 10.88370038 5.11345464 9.55837307 7.17181730 11.12129061 5.45379411 14.34874288 2.69505843 7.12324716 8.45901104 9.54739276 8.26562161 1.15263774 9.65588165 9.73651254 12.76371450 8.20169463 14.57754759 8.12005588 9.56104445 11.34456428 13.11443522 NA 4.01769035 8.55228330 10.08251619 8.29946539 0.66721091 9.14211957 8.38006792 8.49882089 11.51613283 9.36346898 8.39647763 9.41471863 9.13805928 1.66721091 10.44132515 9.53941010 10.95675482 10.89769785 9.56625178 8.79028365 11.86475034 9.56201474 12.99036437 7.98912481 2.15263774 9.98777192 9.26338682 8.79131822 11.36381685 NA 4.07318613 1.15263774 12.94413558 3.29946447 9.86981066 3.86883490 10.31860754 9.71486626 10.58068481 2.66718820 8.03701260 7.10682044 11.48242016 10.66776043 11.64419780 10.79853952 8.33962245 6.48481967 10.51800886 3.80470411 3.15262152 4.63067339 7.73328587 2.80469379 -0.06975468 9.71758989 12.14374069 9.78093914 10.34032937 10.04397355 0.63802748 10.48673750 7.49501634 10.29180601 7.19075904 6.77989660 9.79751012 7.79853984 7.39160191 11.57918812 8.81287457 10.82429124 10.70117050 11.65744279 8.84012455 12.57160581 9.33749926 9.54432773 10.05779588 8.41001159 4.07318613 9.62022936 10.82226816 13.61081509 7.74298641 11.15764681 10.70446938 10.96457184 10.56171162 10.92552744 10.54248558 4.41135845 9.87127906 8.56317796 4.17815689 6.55958817 NA 9.29436596 7.54002572 12.07828423 11.28906569 8.74187378 10.11840814 9.57288474 9.32612249 4.75465772 10.60613553 8.96548879 9.18052981 10.77336730 2.04572254 5.19075707 6.92269738 0.93024532 1.66721091 1.93024532 11.35719497 2.15263774 7.48226021 6.75041088 5.08673707 -0.65471718 11.74868043 10.31717165 10.85033610 11.04744160 9.97780982 9.55045129 9.70678505 6.16914533 11.53679082 11.08968233 10.09471930 12.28429709 -1.65471718 NA NA 10.02914074 8.72681181 8.88636541 NA 12.16045202 12.38769778 8.73651254 6.14558576 10.01857798 NA -0.06975468 NA NA 12.50844683 8.62719898 8.39375597 12.29655360 -1.65471718 9.49438081 8.99238550 11.00548771 4.85306248 9.97508086 9.87323446 10.17657610 8.41135802 9.28998105 12.13612645 10.41941037 10.20829363 10.46193776 7.54984010 9.08842017 5.93772573 10.02430901 4.95850400 7.20691374 9.78769414 -2.5462e-03 7.4473e-03 0.0000e+00 2.8608e-03 -9.4340e-03 -1.9923e-03 -5.3134e-03 8.6123e-05 -1.4383e-03 -2.5462e-03 -2.5462e-03 -2.5462e-03 7.4473e-03 7.4473e-03 7.5865e-03 7.5865e-03 0.0000e+00 0.0000e+00 1.8892e-03 -6.0693e-04 1.6117e-03 -1.9923e-03 -5.8663e-03 -5.8663e-03 -5.3134e-03 -3.7919e-03 5.8390e-04 6.7517e-03 2.0280e-03 5.2222e-03 -1.4383e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5363280 6.5400257 8.5644372 7.1030255 0.9302453 8.6570172 9.3903459 8.4345869 10.4170664 11.0651903 10.6663514 1.3452828 5.5740864 9.1805298 4.9151241 9.1985784 10.7276227 7.7985398 NA 6.6895647 3.7028237 -0.6547172 8.9255274 3.4745529 10.6757993 11.6570172 10.2229594 7.7028210 -0.6547172 NA -0.6547172 9.7933851 8.4472444 9.4400064 NA 5.1907571 9.2715648 10.1970180 8.7300526 8.6202294 10.2734172 10.5270424 10.9089418 2.8046938 10.8998578 8.6851188 6.6761856 4.6671996 10.2113887 5.3564960 13.8729597 10.5827776 9.6161481 12.7989897 13.0078816 7.7567798 10.6575846 10.2961893 6.2340126 9.9832522 13.2460885 12.3658149 7.0526278 11.5101758 7.9562937 -0.6547172 10.9615880 9.5089186 12.1906609 8.6410377 12.9903644 8.9900265 9.7121375 14.3877192 8.3211168 10.3186075 14.0540295 11.6441978 11.7265415 12.7047439 11.0761636 0.9302453 9.8154193 9.5082896 11.0254086 8.8128746 7.7203086 10.0052648 13.3742541 9.1339873 11.5013425 4.8210009 5.6851188 9.4583599 11.7250534 11.9196259 6.6671967 -0.6547172 NA 10.1805298 11.9123931 11.4066384 6.2156339 11.0748897 11.8067483 13.0762166 11.6570172 10.1493999 11.1976033 5.1526256 8.3367908 4.1001535 9.3367908 5.0176948 10.0212260 2.5151826 5.9963209 12.4241602 8.4771260 11.4622626 10.9805336 2.0457225 12.7996325 4.7368971 6.9113225 7.3165250 11.1648492 8.0282636 2.8688250 9.8703003 10.0672224 9.4718057 10.5161329 6.8649055 10.1101404 8.6615505 8.3704084 9.1574462 10.8093041 9.4956508 -1.6547172 11.4064713 9.8366210 1.5152078 9.3417423 7.2700813 9.4822600 9.7657555 10.0439735 9.2855751 3.7375894 9.5126869 9.7305921 10.8222682 10.7456147 10.6669152 12.0782842 11.3869281 12.0876836 10.7733673 9.7908012 8.1638509 8.6570172 10.1473814 9.1606522 -1.6547172 8.5752893 NA 8.6143955 10.7813323 10.8232801 0.9302453 9.4943808 8.5363280 10.3672899 TCGA-BQ-5884 59 0 NA 792 kidney stage i t1a nx m0 female 2008 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA NA NA 1 2 NA NA 4 4 1 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 9.710437e-07 2.774411e-07 5.26315789473684 21.0526315789474 18.4210526315789 31.5789473684211 23.6842105263158 9.2797278 12.0506081 9.7857098 10.0551788 11.0725412 8.0374459 NA 9.8205284 8.7406278 NA 2.5781658 4.3522218 8.4338842 6.6376218 5.6342535 10.7406279 11.5473117 8.9914776 9.2984608 10.6151682 11.8188055 13.5724584 10.8971836 11.4498922 8.3593740 5.2326377 8.5393461 11.7457178 0.7001733 NA 8.1252084 10.0764229 9.9155021 10.0890823 3.5932223 1.9802447 8.2459344 9.8060509 10.6564149 8.6526758 4.5221437 4.1022382 10.0745610 10.5210052 4.1781888 15.3747525 7.9095961 9.5740260 8.8175999 8.4889773 7.3644630 3.3190543 10.7357271 10.3447713 11.1484063 8.6308798 0.2147465 11.1744756 1.0253832 8.1288017 7.9669288 3.0220659 10.3203623 10.2164053 8.3866428 9.7305416 4.8235252 6.4702163 10.9375232 1.3521935 12.7690167 9.1311923 5.1216081 5.0924612 12.0584781 12.4197757 10.5061166 7.6205212 8.0182007 14.4584103 10.0730075 8.6568299 10.3263730 4.2678279 9.7511571 7.2079368 11.1314908 3.2503401 14.1572668 2.0627089 7.7439431 7.1781898 8.3450286 8.7685370 6.6138867 9.7025557 9.0078313 13.4186142 7.5880160 13.8535701 7.5203217 9.5446330 9.4866454 11.8376826 -2.1071816 8.6847644 12.2667402 11.2607482 7.9095961 7.7065685 8.1988492 9.6388819 4.2503401 10.9506101 8.9282741 7.3021783 8.8821820 10.2390242 2.3522218 10.2031163 9.4143880 10.9996775 8.9782600 9.3725678 8.3127478 12.0179580 9.1613294 12.6739935 1.7001290 3.0220659 9.3429678 9.6936995 7.4416096 11.2145747 NA 1.8927796 0.7001733 12.4328550 11.9959934 9.2475879 12.6311965 10.5086470 9.0991916 10.0504503 4.2678279 7.2808051 6.7662321 11.5483183 10.7955394 11.8730565 10.7608384 9.5312235 11.2865802 10.3424521 4.3021801 6.5581237 4.8469847 8.7367087 4.4777486 1.0627434 10.9573619 13.1598302 8.8491636 10.7754306 10.4552684 0.7001733 10.1077138 6.9534829 8.3117996 6.4664346 6.5148387 8.2947338 3.3522218 7.5891463 11.5024280 9.8105326 11.9414447 11.0863129 9.3552899 7.5239649 12.3352127 9.3916367 10.6348864 8.9675981 8.5845311 -2.1071816 6.6409809 11.7068692 1.3769016 7.2450735 10.0813764 10.6622122 9.4207531 10.4829067 9.7077705 10.4746942 3.0220659 10.1305950 8.3064368 5.0627132 4.3190543 NA 6.3274161 7.5184966 11.1699296 10.9467134 9.6185799 10.7404322 10.5658757 9.0900041 4.2851063 10.9559955 8.6985314 8.0924601 10.8796961 0.2147465 5.4319472 3.5366498 -0.5222191 6.1828055 3.7507673 10.9311922 1.7996676 7.9123780 4.8145094 NA NA 11.5686343 9.4173293 11.1417528 10.7445366 9.9895026 11.0219095 10.3573230 6.6100873 7.2678270 11.1013267 10.8214909 11.9894203 5.7065692 -2.1071816 NA 10.3921351 8.4425720 8.1654176 NA 11.7684409 12.0943754 9.5015044 9.5866011 9.3153781 -1.1071816 -1.1071816 NA NA 13.8435712 9.2508894 9.3841396 11.7739015 NA 9.5388962 9.6293923 11.9977138 4.6872007 10.7556186 9.7133654 9.3465727 8.6342546 8.8857260 11.3398708 10.5840948 10.8821820 10.3961163 7.2612939 8.2786497 8.9019165 9.3951222 5.5068336 7.4037492 10.4555069 0.00402430 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3.352222 -2.107182 4.969602 4.593228 -2.107182 8.735924 6.145453 11.398392 10.740628 10.486323 7.289392 2.700151 -2.107182 NA 9.463592 8.627497 9.632146 -2.107182 5.817600 9.5647708 10.4917705 8.8700675 8.9967311 9.5107141 9.0175551 11.2412391 1.2147465 10.4285489 9.4207531 6.8056768 4.3846439 10.0767330 8.2925996 14.6479750 10.1107452 9.5275986 12.9072440 12.2038263 8.2840310 8.4035515 10.2053869 8.2656525 10.1807884 4.7129644 11.9830654 3.3846439 9.5823488 1.2147465 NA 11.8621741 9.8571283 12.1511327 7.8927875 12.6739935 9.4464169 9.3242852 4.7631513 8.0863130 10.5086470 13.2863121 11.8730565 12.1792009 11.7524194 11.3740825 -2.1071816 11.2113303 10.9595494 13.3493345 9.8105326 7.2481382 9.7834318 13.2780770 10.3169538 11.6785465 0.2147465 5.1216081 7.6708644 11.6627287 12.3621750 5.4319472 -1.1071816 -2.1071816 10.3545228 12.3290436 11.4735160 6.2979287 11.2929999 11.2041101 13.2481730 10.7406279 10.6151682 10.8971836 5.9960746 8.1816537 5.0826132 9.3501684 4.8116508 10.6100355 4.1781888 1.7996676 12.9028759 8.9102919 11.4497725 11.1096849 0.4777809 14.0316992 3.4599037 6.1735592 7.0280099 10.2754116 8.1988492 5.6207066 9.5810378 10.0630256 10.2500646 9.8878480 8.7374934 11.2814776 9.4502512 -2.1071816 12.5293555 10.3811298 10.2253836 NA 11.7116693 9.6806900 0.2147465 10.2947337 5.9588775 9.9675981 9.4483352 10.4552684 10.1123463 4.8353026 8.8885545 1.2147465 11.7068692 11.1902771 11.1458964 11.1699296 10.4062684 11.4459368 10.8796961 10.1495860 8.0801396 7.0399927 9.9050629 9.4338842 NA 1.4777291 NA 8.7860889 11.5606054 10.1164876 0.4777809 9.5388962 9.0227146 10.1804999 TCGA-BQ-5885 63 0 NA 921 kidney stage iii t3 n0 m0 male 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 5 4 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9721050 7.1174706 NA 6.6047697 9.2765841 0.1344838 4.8789068 5.4012652 7.9288932 5.7043325 9.7601858 9.4164070 11.8394614 6.4198793 10.3883245 11.2196175 12.7595009 14.3381485 11.5594306 11.2102904 9.8725693 6.2966666 6.3536462 13.3496308 6.2005671 1.1344838 4.5644269 9.3859594 10.3261532 10.3788408 5.1788700 3.5267950 8.4336852 9.1060206 9.9909025 7.3776513 4.9673669 11.3506166 9.4267987 10.5939086 10.2854935 10.6432622 10.8055757 10.2701863 8.8086692 7.8174717 9.4267987 3.3824044 10.6432622 10.5727491 11.2119604 7.9288932 1.9418200 9.9789161 2.8481772 8.2403854 8.1060206 4.9158364 10.1267073 8.8366497 9.2521202 9.1926040 7.6102106 5.9924580 9.2285547 6.0171202 11.9494600 10.9125541 6.8826699 3.1344838 8.5289397 11.9084404 10.6550957 8.9141964 9.0413676 14.3370983 10.7651992 7.8555762 10.3378250 6.0171202 9.7033831 7.7998133 11.3267698 4.0413657 12.6773880 4.3096055 9.9941981 10.7810357 6.2842235 8.9689481 1.7194463 10.4399688 8.9562510 12.3809207 7.1344766 13.5919881 3.9924603 9.2362295 6.6813720 11.2621490 NA 6.9482586 14.0292001 12.6272065 8.7100164 5.0413657 8.8640979 9.6639076 9.9586403 11.3942203 7.7418074 7.5007989 8.8227273 8.8809913 1.7194463 9.2032552 7.3680969 9.9870066 10.5789744 7.7194395 8.9141964 10.8205398 9.7175597 12.3886199 0.7194025 3.5939035 10.8538659 8.9815345 9.5160201 8.7656541 1.9418200 5.4743257 2.8349134 14.7813732 8.9466543 10.3930431 10.8214152 7.0944789 10.4117644 12.1040435 4.3439336 8.1540677 4.3824044 10.5810435 10.7482665 11.8363596 10.1238715 8.0140601 7.2272337 10.6056441 3.3044088 0.1344838 5.0652147 9.5470468 5.7343899 1.4563856 8.3292339 11.2984411 11.3236839 11.1985461 9.1131874 1.4563856 10.0376057 8.7674724 11.3632266 9.1568448 8.7546968 8.4720990 6.3143866 5.3550022 9.1775043 7.4518894 9.5171011 11.9768274 7.6343232 9.8453524 12.6511620 8.2005661 9.5491622 8.5980015 8.6639074 NA 7.9482580 10.7381034 3.9063615 6.9068245 10.2126278 10.5800093 10.0255013 9.9971144 11.4942266 10.8187874 4.1788740 10.3378250 9.0970840 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6.8349172 8.7729130 7.4428158 12.5770318 2.8349134 9.2585983 7.4106014 6.2219389 11.1733960 12.6485746 10.2199494 2.3043942 10.9602308 8.9402208 1.9418200 10.0270198 1.9418200 6.5181810 6.8349172 9.1131874 9.5582232 2.1344838 9.3487961 0.7194025 10.7381034 10.4892774 10.8435609 11.8253480 9.5969793 10.3847754 10.2727489 11.9701327 7.0413678 9.0186475 11.0398640 10.7724603 2.4564119 2.1344838 -0.8656476 8.9125541 11.9627385 7.6697525 1.1344838 8.3776509 8.7510258 10.6511620 TCGA-BQ-5886 75 0 NA 792 kidney stage iii t3a nx m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 NA NA 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.7796864 4.7297159 11.3758155 8.9173440 11.4310811 14.5885009 11.3551823 10.6204879 7.3358959 3.9383046 6.1326817 11.8340536 5.9243636 NA 2.4077878 9.1082286 10.1619340 10.1891485 2.5597855 NA 8.7236930 9.1715544 10.2574546 7.8039180 6.4276883 5.4666826 8.9640821 10.8493497 7.8708591 9.4834166 6.0580437 10.8488886 8.9776446 8.5069906 7.4570320 2.8228321 8.6557164 10.0027354 10.4071625 7.3253270 NA 11.1949042 NA 8.8996418 7.0126514 2.5597855 11.0604347 8.9860568 8.5620443 9.4546096 1.8228117 5.8672194 10.7130906 -0.7621916 10.5046504 10.7277118 0.2378084 1.5597855 7.4473172 10.0841378 10.5932149 9.8190644 6.9927514 16.4868569 9.5347801 8.0322800 10.1833076 2.9383046 8.2265485 7.2434882 11.7404470 3.7614236 12.3125071 3.3253288 7.6981150 7.4027708 5.5046490 9.2740375 0.2378084 9.4165286 9.2890727 11.2286769 6.8228257 15.3488662 3.4077878 9.7418187 8.4252159 12.6366075 -0.7621916 5.1920600 16.0168265 12.1840391 7.8562493 1.8228117 7.8599155 10.2201444 8.3619850 10.2924682 5.4473180 6.0833538 8.1745018 9.1066865 -0.7621916 9.5665387 7.9994149 10.7755676 9.5687808 8.9606713 8.6280328 10.9737159 9.4846044 12.9966075 0.2378084 5.6472541 10.9615248 10.3106664 9.5943158 10.2172890 NA 2.0452333 1.2378696 14.4560865 4.8228270 9.8396346 12.6288388 6.1803786 11.9499609 12.5033324 1.5597855 7.8525738 7.1626763 10.6058245 12.3458982 11.4937776 9.3052982 8.0675866 8.9173440 10.6167005 NA 1.8228117 2.0452333 10.0997261 3.8817233 -0.7621916 9.2671511 11.8904848 9.9313508 8.6890748 8.9434962 NA 8.6451317 7.8960750 10.9305709 15.0132941 5.1686019 8.6578240 6.0833538 4.6972957 11.2650787 7.4999591 10.8835222 10.8312550 8.0739139 10.3106664 13.7944896 9.5832692 9.5910106 8.9138208 7.7962843 NA 6.1686019 10.1227975 1.2378696 10.4098349 8.9208584 11.6123600 8.6557164 9.6030927 11.8328882 10.5490445 0.2378084 11.0204526 9.2605922 2.5597855 8.0675866 NA 5.1920600 4.9927503 12.6731434 11.5419299 11.0035643 10.9014219 10.8635726 9.5163132 NA 11.4380084 9.7779918 7.5998072 9.6921632 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0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6291074 6.7847578 6.6557167 8.6323478 2.5597855 9.5732543 9.7327195 6.9774425 10.0981749 11.6836572 10.4165287 NA 6.6387429 10.4863844 -0.7621916 8.5301855 10.3385261 6.0833538 NA 6.1567263 2.6972845 0.8228525 8.4252159 5.3039524 10.6188660 9.5462028 12.0939625 7.5507468 -0.7621916 -0.7621916 -0.7621916 10.2740374 6.4375357 8.5370720 NA 4.6301841 8.5799385 9.5255762 10.3799709 9.8368468 8.0516451 10.8848725 9.4326206 3.5597977 9.7760528 9.9632300 7.4999591 4.1447561 9.5313354 4.0452158 13.7101739 12.3589116 8.8525738 13.0396732 13.3203456 5.9793303 8.5910106 10.0636177 7.0770678 10.4792512 3.8228219 13.6173099 3.6301841 8.7672943 1.2378696 NA 10.5821598 8.0896131 11.9647206 8.2065304 12.9966075 8.2795228 7.4375365 7.3306211 10.7991518 6.1803786 13.4354645 11.4937776 10.6551889 13.0516450 9.9031998 NA 10.5676602 9.3888803 10.3914159 7.4999591 7.2712865 9.9977521 12.8403307 7.2265490 11.3103314 5.1447561 7.0452191 6.4473180 11.6199474 11.5342065 8.1833079 -0.7621916 0.2378084 6.7297173 12.5822985 10.2984652 6.3977345 10.4301567 11.9263327 11.8268127 9.5462028 8.9173440 11.3551823 3.2378696 8.9120561 3.7614236 10.2187175 3.0452158 8.6931911 7.8708591 8.3901487 11.3742142 9.2420844 10.5564066 8.9860568 0.8228525 14.9072749 7.7422461 6.9657843 8.3093263 11.6514917 6.7054693 3.5597977 6.6890755 9.6074613 8.9708792 12.7312190 4.1447561 9.1978659 6.7297173 NA 11.8345195 11.6459282 10.4756713 NA 9.8470426 8.6237261 0.2378084 9.7584826 0.8228525 7.2877124 7.3825220 8.9434962 9.2725666 5.1205054 9.8853222 2.0452333 10.1227975 10.9606713 10.6323266 12.6731434 11.9803838 12.2309791 9.6921632 11.7166334 8.0224988 5.9521099 9.7216796 10.0580427 0.8228525 -0.7621916 NA 8.1296478 10.2352903 8.0290266 -0.7621916 8.1143806 9.3319414 10.8516533 TCGA-BQ-5887 54 0 NA 771 kidney stage iii t3a n0 m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 3 2 3 3 2 4 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6029913 6.3141309 9.8979091 11.8897361 8.8740032 10.6866858 8.2524223 10.2781523 10.0287156 7.9365084 8.1466476 3.6487990 11.3150197 10.4264620 9.8625075 6.4235832 2.7362585 10.5258843 -0.3512585 9.8237213 7.7202579 2.1082233 11.0189382 9.3034317 7.7934537 10.4105131 3.5067796 6.4301548 10.3932092 3.5556812 11.8496943 8.6189015 10.0090942 4.1082233 9.5306744 12.5614044 11.3205579 9.5942395 9.4169801 15.1851796 11.2205483 7.9548576 9.6044456 4.0063519 9.4585639 7.0581866 11.4822788 9.7175740 13.1346250 1.2337654 7.7634753 6.5436134 8.0938105 8.9422673 5.3902618 9.9858600 9.2024251 12.6608091 6.3630414 15.1173082 9.4301554 9.1230391 10.5420972 11.6178224 NA 7.6656038 12.6945554 10.4472675 8.4705698 4.0063519 8.7612351 9.2196001 8.9002781 11.1336186 7.5160743 8.3733098 9.3475005 9.3025366 4.8776167 9.6438562 8.4989824 9.8055109 10.0818595 9.0624237 8.9953095 12.8182933 9.8067742 11.6463281 5.4816864 4.1082233 10.7342682 9.1000068 8.6822186 10.0101913 0.2337654 -0.3512585 -0.3512585 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0.000 0.000 0.000 0.524 0.524 0.000 0.000 0.000 0.593 0.593 0.466 0.466 -0.472 -0.472 0.000 0.000 0.000 0.655 0.450 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.388 0.388 0.635 0.635 0.000 0.000 0.033 0.401 9.1416504 7.2890404 8.3509683 7.6301346 1.8187279 9.7322750 9.7169023 9.2882268 11.2618945 11.7513932 10.7385772 3.8187177 5.9155830 10.5916767 3.0411203 7.5283791 10.3690400 8.0666484 NA 4.5314376 2.8187279 0.9707064 8.4737544 6.1801777 9.2771318 10.5481526 11.5039289 7.6711638 NA NA -0.3512585 10.3501022 6.9975239 9.4935014 NA 5.4169816 9.9220085 10.0912209 10.3331060 9.0096428 8.4974188 7.9502917 9.9908704 2.4561490 10.6371254 8.3105737 7.3664717 5.1406478 9.9897585 9.6704698 13.8079969 12.4560500 9.0719117 12.9662790 11.7354296 7.4036836 8.4673777 11.0810766 7.2635058 10.7924978 5.2033852 13.0456680 5.6487962 7.3317903 4.7573220 -0.3512585 11.0134776 9.9582721 12.4752449 8.4641790 11.6463281 8.2872317 7.8776142 7.1684324 10.2630454 8.5237772 12.1175470 11.2040391 11.7766289 12.9336921 10.2885886 0.6488335 11.0907024 9.6683865 11.7108419 7.9061835 6.7309442 10.3344206 13.0142296 9.6676913 11.6273275 6.6822193 6.2412529 8.1664649 11.4889835 11.2584362 6.2337577 1.2337654 NA 7.1406488 12.2421869 11.0126485 6.5191597 10.0002871 11.3125762 11.9089802 10.5481526 9.1214866 11.1247824 5.3902618 7.8061429 4.4816864 8.7806526 5.2033852 9.4399586 8.8740032 8.0346581 11.9129407 8.9819511 11.1833418 9.5684040 -0.3512585 14.1676640 7.8164896 4.9155830 7.2174362 11.1463981 8.6160220 3.1082233 8.9050045 10.2662632 10.2763296 11.4879995 7.1565908 10.6638623 10.8149588 4.4301581 12.7438630 11.3518341 10.4777256 0.6488335 10.4066024 10.1481434 0.6488335 9.6877148 7.8212229 8.3851976 8.8036139 9.4793110 9.8692405 4.3492379 10.4419926 6.6374798 10.9318841 10.8913744 10.0151180 11.7667634 10.6791180 10.6449161 10.1082274 10.7777567 8.1426513 5.6711631 9.8919697 9.1703961 2.8187279 NA 3.6487990 9.5706367 13.0212255 8.9085391 NA 8.4545395 8.3352961 9.2808821 TCGA-BQ-5888 74 0 NA 403 kidney stage i t1a n0 m0 female 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 2 1 6 4 2 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.24619524 10.75620019 9.23109851 8.88524458 10.66880274 3.16374023 6.88363548 10.66077312 -0.92385140 11.43465679 11.36831433 7.98317091 0.66120233 7.12067438 10.12476715 10.01732790 9.82949712 8.25867485 15.38852515 9.36399279 7.95279715 9.95356441 5.43383077 9.49413276 7.38461972 12.56850907 4.83116788 12.91430238 3.86809408 9.70714806 2.39821354 7.40270939 9.10003467 0.07628544 10.38802859 9.80759932 12.16059046 7.46859798 15.17011194 3.59984145 9.45188449 10.46375915 10.50830019 NA 10.82991495 13.23615165 11.55782749 8.54388597 3.88363059 8.45782327 9.49202200 10.86050614 10.80462604 7.57213554 8.06496474 8.12884860 8.71109150 1.07628544 9.40495526 9.19522135 10.37834797 10.55403862 10.48832089 8.39595264 10.86021575 9.82949712 13.05686621 1.88362082 -0.92385140 11.03229339 8.51936892 9.85927853 9.24620522 NA 2.88364036 4.39820670 13.65264657 8.65181949 10.30449781 7.19522159 6.69098970 11.63326527 12.14304224 3.83116788 7.91233071 7.82782410 10.33602357 12.54592215 11.08994498 9.60082205 8.38916323 8.59000798 11.55226702 3.88363059 0.07628544 2.53570462 9.54998600 7.87394174 -0.92385140 9.73716756 12.01089265 9.54490437 11.95624640 8.52749147 2.70037313 9.63470107 8.65559619 10.56848905 5.94664431 7.16374325 9.08190493 11.28329467 5.63086847 9.30148774 6.84446475 11.19619409 11.29847148 8.60571100 10.17845945 14.23192869 8.20298477 9.96197675 8.77498500 8.74516538 NA 6.72013616 11.07204750 1.95598228 6.19439047 9.41278682 10.31468508 10.98166731 9.42390167 12.58988457 11.09621849 4.77671990 9.93891766 9.44888423 4.85763769 9.33130886 0.07628544 7.37090096 5.41613038 11.97355858 11.46241224 8.58605538 10.90798340 10.98129120 6.71290525 2.07628544 11.47375977 9.90837911 9.27962822 10.37204926 3.32420575 4.50254702 3.07628544 -0.92385140 7.32894594 2.53570462 10.21006468 1.66124794 10.03628229 7.23403182 NA 0.07628544 12.33808142 10.74958941 11.78342371 10.62894944 12.70848037 8.38916323 7.89964755 6.05767554 8.02172401 9.79052591 9.98692298 10.96692457 6.37090183 0.07628544 -0.92385140 10.31528205 9.78966682 8.76802383 -0.92385140 12.82887004 8.69833205 9.69741643 10.96014547 10.03845333 -0.92385140 1.88362082 0.66120233 2.24619524 13.61173797 5.89645835 8.16108854 10.43712743 -0.92385140 8.43163132 8.49037358 10.23362723 8.21327145 10.03410784 11.15008718 9.37434290 9.69099023 9.90996102 11.48752649 10.17891217 8.88363517 11.13291802 7.71290525 9.58444150 3.66124794 9.56612826 4.39820670 8.71120028 11.90620121 0.00000000 0.00708940 0.00235810 0.00071875 -0.00304750 0.00097064 -0.00761010 0.35659000 -0.04577000 -0.41025000 0.00000000 0.00000000 -0.36272000 0.00104110 0.00235810 0.00235810 0.00235810 0.00235810 0.00847430 0.00374650 -0.39408000 0.00097064 -0.39063000 -0.38850000 -0.00761010 -0.00193990 -0.00498440 -0.38817000 -0.02657700 -0.01849000 -0.04577000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 9.8763713 7.0535599 8.7019891 7.9859336 NA 10.7349381 12.8355444 8.8509357 10.4094357 11.3219608 10.1841512 2.3982135 6.7344915 10.7322582 NA 3.5357171 9.9914127 11.2832947 1.0762854 8.1743125 3.7767252 1.8836208 8.1396752 8.1288486 10.9174358 10.1782560 10.7195278 6.7273324 2.2461952 NA 4.0304773 10.8423951 7.0819052 8.9233376 -0.9238514 7.9091701 9.6955833 9.4458777 10.7478214 10.5489712 8.5641205 9.6489805 9.8649986 4.2462028 10.6942069 8.6076617 8.0678022 8.3026924 9.4664493 5.0535589 13.4587017 11.7517964 9.1795680 13.5459221 12.9846729 6.1315627 9.2771788 10.3834812 6.8244726 10.4872616 8.9389177 13.2281689 5.7627820 6.1637422 8.5150722 NA 9.8956612 6.8510669 12.5233635 9.8160609 13.0568662 8.9202013 7.6347007 14.3362442 9.4480570 6.6909897 11.0147573 11.0899450 10.9589233 12.8305415 10.2285651 2.0762854 11.5922265 8.2611556 11.2508940 6.8444647 7.8900618 10.2348900 12.0965658 9.0506949 10.3236145 6.8576402 8.0158594 7.1848049 10.8075993 12.3553105 8.2611556 0.6612023 NA 9.0275649 12.4734201 10.8370876 7.3430667 9.9412403 11.1158848 11.9371733 10.1782560 9.8747521 11.6387613 6.2158319 14.2658733 4.4685963 8.7255363 6.3524054 9.2487077 7.2857333 3.9342617 11.0962046 9.3301279 10.9443312 9.0492602 0.6612023 13.2754159 6.9303388 7.4556585 6.3616824 10.9627390 7.8311679 3.6612479 7.3477436 9.1315627 7.7273317 11.8613240 5.2055646 10.8852445 8.3709010 6.9589239 9.1041862 12.0496190 9.7645306 1.3981862 9.3674510 9.1302063 2.9831669 10.0578476 2.9831669 7.6270268 6.6231748 8.5274915 10.0857311 8.2386718 8.5820919 2.5357046 11.0720475 10.6896094 10.2455790 11.9735586 10.9198089 11.0147573 10.3720493 10.9178446 8.1014200 8.8932639 10.7636560 10.1172549 5.4513199 2.7767146 3.0762854 8.7344918 10.3013371 7.6799065 1.0762854 8.4316313 8.2978673 10.5135123 TCGA-BQ-5889 63 1 329 NA kidney stage iv t3b n1 m1 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 1 3 1 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0260129 7.8943400 5.1590156 12.2188511 11.3321242 10.2474418 7.3613613 2.1590156 10.6553713 1.3731192 8.7602792 8.2211840 1.5069573 10.0800444 10.0152991 8.7343824 9.1733601 2.1590156 7.3577948 9.7575750 3.6537823 11.2503302 9.8295103 7.2503297 5.6995822 7.7710457 11.2174988 10.5225525 9.4206826 9.4834000 15.2649384 9.3353015 7.5822263 10.1492479 4.7870458 9.4232443 7.3720083 12.0641284 8.4988652 12.1498925 2.6759514 9.0378851 8.8607152 10.1813827 8.9308044 4.1258494 10.6490453 9.2319392 11.9663699 6.9235854 15.2966013 7.2348586 8.9478312 10.3666949 11.5864231 NA 7.6995836 13.3677482 10.9323041 8.5791666 5.0746210 8.0079226 9.6811507 9.7073115 10.9314046 7.6595850 8.5277198 8.4034867 8.8506000 -0.3004484 10.0209479 9.3956815 10.5020997 9.5814622 10.0388766 8.3755404 11.2704803 10.3501864 12.5488907 2.7870563 4.7870458 10.1020626 8.1362950 9.5513324 9.9675404 -1.3004484 3.9090338 3.1590156 13.6708575 10.3059886 10.9687101 10.9605029 7.1631082 10.8439229 11.1245369 5.9569720 7.3032099 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12.6445699 10.2053950 7.1631082 12.3850987 11.6775304 11.6079760 12.9382867 10.3325786 4.0919029 11.2859540 10.2999609 10.6577735 7.8002457 7.3252920 10.4611346 12.2614679 11.0310602 11.0201019 6.6184472 8.2348586 7.2309648 10.9059873 12.1147970 8.2994961 -1.3004484 -0.3004484 9.9907541 12.8909511 10.8306300 6.3506351 10.3234649 11.947363 11.950178 10.728871 9.749432 11.368911 8.104725 11.032739 5.223144 9.610226 6.754866 9.796957 5.191436 7.150794 11.944983 8.519762 10.997932 10.164129 2.159016 13.766555 8.510075 7.078962 7.347257 10.274177 9.718479 5.743978 8.671127 9.673281 8.538787 12.232670 5.091903 12.109107 10.771046 5.207378 10.476016 12.228282 10.713604 2.506932 10.851234 8.844242 4.480944 10.530891 7.933203 7.710811 7.134212 9.253213 9.931003 8.125848 8.505327 7.258004 10.813000 10.580697 10.377743 12.460095 10.292040 10.546641 10.391763 11.820469 7.535634 7.826288 11.186418 11.226083 8.010196 4.057138 2.400019 10.496434 11.488508 8.284546 2.787056 8.492374 8.068090 9.733694 TCGA-BQ-5890 69 0 NA 233 kidney stage iii t3a n0 m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 3 2 4 4 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 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10.19790163 6.95412883 NA 11.37348585 1.96450953 9.29211338 8.47322842 4.16635392 11.76570140 9.68635695 9.60019113 8.92327251 2.02339731 6.13886975 9.89939726 1.60833615 10.05589694 10.56610143 2.83074209 2.02339731 9.23606659 11.31533006 10.94473702 9.63441684 8.82536970 16.54537572 9.76542071 7.97370483 11.76836593 4.13887180 9.22877805 7.14578851 11.31533006 2.24576945 12.80345321 2.60835981 9.13957130 11.03205399 5.84782157 8.91010482 3.24578466 9.46771660 9.41570945 13.61499223 7.33324750 14.94762441 4.43843259 9.73519653 8.16805028 12.18861304 NA 7.20661392 14.60706437 12.67309723 8.40565589 3.48282247 9.58627029 9.09842535 9.20661368 10.54040512 7.67922109 5.80475057 8.07324077 8.30570838 1.02339731 9.40853525 7.75131241 10.16294337 10.49506722 6.35131914 8.41999682 11.52114734 9.51123200 13.16879346 -1.56149422 1.76034871 11.55623488 10.24256047 9.30493558 10.29524398 NA 3.52589347 -0.56149422 14.23243911 9.88912518 10.84490023 13.51962160 8.38533569 10.99349782 11.74918424 3.68635485 7.85205753 7.24900154 10.37027502 10.24336716 11.59900055 9.94770969 8.46218364 8.30879407 11.12142402 -0.56149422 0.76034871 0.02332633 9.68279326 5.84782157 -0.56149422 9.49844974 10.85575461 10.56545647 9.53118668 6.71455326 3.34532540 8.14923599 8.70287221 11.69660385 11.36064218 8.98917620 8.69463821 3.68635485 5.06778498 10.57221391 8.18158065 12.29037366 11.81618224 8.64055333 8.88964055 13.33891895 9.26656590 10.12667983 8.45802020 8.10908574 1.24579987 6.93827520 10.13756807 0.43839932 9.96465479 9.81509745 11.43966173 7.93428472 10.18662225 11.44598239 10.98821410 0.76034871 10.41535158 8.34476371 2.52589347 7.42711418 -0.56149422 6.70052434 5.81346825 11.52605805 10.92451028 10.57349742 10.57028645 11.35486876 9.60960631 1.89785997 11.06452634 9.58181275 7.09306573 10.24819764 2.02339731 6.21321701 1.76034871 3.52589347 7.80256418 3.83074209 10.65365910 7.40421341 7.43842926 5.68920130 NA -1.56149422 11.54760714 10.35729269 11.70067115 11.23548301 11.70550872 8.83503411 8.39258232 5.43515851 7.89375657 10.60835445 9.87877959 8.34231117 3.86469131 -0.56149422 -1.56149422 9.48008857 9.51123200 8.04205604 7.36027033 9.14233302 9.55931533 5.25860937 6.48991056 10.63687453 NA -0.56149422 2.43842594 1.76034871 13.01396871 7.00448341 8.64055333 11.38770906 NA 8.63441684 9.23700651 10.94126128 6.89786118 9.81889049 10.89709238 10.00923393 9.90654431 9.39770693 11.67758043 11.17884272 9.05497841 11.39208028 7.14923599 9.75131241 2.24576945 9.67922074 3.24578466 5.28742797 11.84689188 0.58919000 0.01209700 0.60503000 0.57755000 -0.01271300 0.00277450 -0.01113300 0.68440000 -0.00290910 -0.68296000 -0.00642940 0.60232000 0.01209700 0.01209700 -0.03081300 -0.65929000 -0.67765000 -0.67765000 -0.73845000 -0.03925800 -0.68933000 0.03002900 -0.00027724 -0.00027724 -0.01113300 -0.66818000 -0.00609040 -0.08824200 0.00235810 -0.64434000 -0.00290910 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.56125739 7.72614185 8.40853525 6.27422811 2.89785997 10.30029181 6.14578952 6.73965101 10.22633199 10.76649007 11.03205399 3.34532540 5.91416266 10.46149070 4.27132109 7.45244965 10.15181595 3.68635485 0.02332633 7.11085493 4.54695618 -1.56149422 9.08678695 6.62825450 9.41199774 10.20661380 11.93723256 6.83503474 2.24576945 NA -1.56149422 10.59039730 7.68635695 8.98532395 -1.56149422 6.14578952 9.85099924 10.13756807 9.84410283 9.28313513 9.03461934 8.94820455 10.58817662 5.77827955 10.40493494 10.19206406 8.11262195 4.05313741 10.16379570 3.86469131 13.79181754 11.83034431 9.28156543 13.58368498 12.98959698 7.04205550 8.78715752 9.55152044 8.25860843 10.70345841 4.02338844 14.28817663 3.43842594 10.52323780 NA NA 10.62701827 8.50317220 12.39906498 9.09396021 13.16879346 9.00543480 8.36472562 7.72151758 10.67951881 8.38533569 13.29427126 11.59900055 10.58276908 14.04350381 10.53679058 2.24576945 11.14557289 10.59577637 10.83476667 8.18158065 6.97370540 10.34155818 12.81177046 8.58436163 11.57076854 5.64788146 7.62330503 7.51524488 11.51106454 12.28313522 8.63564630 0.02332633 NA 10.24377034 13.05227648 11.38584359 7.06413808 10.27250545 10.85680918 11.31187357 10.20661380 8.92022898 9.76485899 4.93028317 8.29329783 5.47185402 9.53184695 2.43842594 8.46356892 8.19164605 7.66243126 12.41588738 8.99493549 10.63349406 9.86835927 0.02332633 13.68487319 8.45630964 7.18994017 7.83162710 11.68457625 7.07505443 2.02339731 7.35729247 9.77716587 9.76053783 12.46192395 5.05313741 10.00257891 7.37800867 0.02332633 11.06025238 10.38204316 10.23162633 NA 10.29679911 9.55866733 1.76034871 10.04529730 2.34531121 7.44965711 6.82644680 6.71455326 8.41175375 -0.56149422 9.36620745 -0.56149422 10.13756807 10.82402228 9.93028258 11.52605805 11.56093396 11.10664963 10.24819764 10.53415617 8.25221079 5.92224543 10.18955502 9.42782404 -0.56149422 -1.56149422 -0.56149422 8.24900107 9.10903271 8.31801263 2.60835981 8.63441684 8.73419849 10.78549710 TCGA-BQ-5891 57 0 NA 29 kidney stage iii t3b n0 m0 female 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 4 4 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4330531 10.1481761 9.4295712 3.3611507 1.3216395 9.1573272 9.4685497 8.7253499 7.1029877 7.2470996 8.4566242 11.0042321 11.5591031 8.3562737 7.9264893 -0.2632653 10.6480571 9.9738750 8.3889123 6.4645850 0.4736311 10.1594306 9.5679722 10.0533237 8.4893246 3.7658211 10.9855829 2.6326172 9.4736307 9.3203748 6.3266290 11.5065029 10.1200093 9.1552205 9.8653296 4.0824386 3.4736311 10.4246239 4.6111370 11.8602476 9.0212965 11.2338516 6.0765142 11.5799292 10.3535201 10.5040220 9.9762516 7.4893246 15.7539005 8.8538753 7.8170386 13.1850825 5.2391651 9.3384358 7.6314827 9.8351358 3.3216251 13.5892921 3.4605853 8.7588295 9.5015367 6.6314827 8.5800626 1.7366482 9.3489193 9.6395426 14.8524945 8.2950856 15.4448848 5.9526015 9.3994520 8.6840585 11.4594726 NA 7.8998952 11.5448248 12.1920779 7.9558335 -0.2632653 9.5158372 10.4208292 10.0468992 11.8653039 9.1960968 6.3513757 10.6617249 9.8329410 3.5440155 10.9256659 7.8521425 9.9750698 10.6503025 7.7310182 8.6142048 12.2653194 8.8009588 14.1615968 -0.2632653 NA 11.4118870 9.5811092 9.3907042 10.9410324 NA 1.6111252 -1.8484009 13.9538402 12.3199046 9.3781147 7.5525823 10.0453833 9.7483582 10.7361953 3.2391689 8.7300754 9.8355744 12.0176291 10.6512994 11.5566698 11.0864992 9.8058910 8.3415273 11.9363374 1.4736311 2.5440155 2.1516965 8.1754567 10.1243235 -0.2632653 9.1671175 12.2363449 12.6349515 11.0923832 9.5690277 3.1516965 9.2893342 7.2096941 10.3802807 8.2549903 10.6959426 7.4137972 9.8637996 5.9605372 9.9440862 8.3635908 11.6474327 12.7457355 9.7506856 8.9558335 12.1539023 8.6624669 9.6243934 8.5821552 7.9956236 8.0765153 8.6415504 9.9211271 4.7690576 9.0113461 10.1840927 10.7160903 7.3708713 10.6080569 11.2296865 10.6215987 2.3216395 10.3590220 8.3654992 3.6111370 7.7158522 NA 8.9654839 6.6435561 11.7956715 10.4831794 8.4600418 10.3325441 10.3504545 8.8152606 2.1516965 10.3638007 8.6908612 8.9686861 9.5120011 4.7664149 5.8382030 3.7366698 6.0465194 9.3159810 5.1628183 10.2764701 5.5354060 6.3948759 5.3292205 -0.8484009 -1.8484009 11.5329751 10.4761645 11.9672860 12.3277198 10.7502203 9.6420521 10.0096835 6.8720149 8.5332456 11.4254982 9.7096449 11.1135140 -0.8484009 -1.8484009 -1.8484009 9.6614776 8.6060017 7.9428652 1.8521587 11.0599075 8.5600324 11.7533573 3.0156403 11.1952426 -1.8484009 NA 3.9330627 0.9590282 14.1477567 8.0645919 8.2325202 10.8103604 -0.8484009 8.8940119 10.2918038 11.6696180 5.7291313 11.0951331 10.2806635 9.5753437 8.9007340 8.8303026 11.7321967 12.0632818 9.9654837 11.5137833 7.2549908 9.4610255 2.0585936 9.7631885 5.1456041 4.3805217 10.9544208 1.4546000 0.0328450 -0.0205600 1.5203000 1.5127000 0.0312950 -0.0505860 1.4091000 0.3245700 -0.0829340 -0.0829340 1.4548000 0.0114000 0.0328450 -0.0048461 -0.0131260 -0.0131260 -0.0131260 0.0202030 1.5490000 -0.0209610 0.0239870 -0.0319050 -0.0404270 -0.0505860 -0.0398010 -0.0055375 -0.0503700 1.4349000 -0.1426100 0.3338300 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.455 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.455 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.325 0.325 9.2569564 7.2861289 8.0630946 6.7859690 7.7854969 8.9806323 11.4346462 6.9495583 10.0085171 10.6558437 11.3308342 6.5223901 6.3266290 9.2654446 4.9065924 5.9198859 11.1325562 9.8637996 -0.8484009 7.1768423 3.9590560 -0.2632653 8.3696602 8.5557797 10.3789425 11.3291221 11.2430321 6.6395433 1.1517290 NA -0.8484009 9.3924939 6.8693792 9.9404209 -0.8484009 2.3216395 10.2049497 10.5852880 9.7144221 8.3829236 10.3024019 9.0630946 11.6597449 6.3805217 10.9074247 9.1940459 7.3611560 1.8521587 10.6251547 3.1961034 14.2361580 10.3175517 9.6688798 13.5066062 11.6662933 8.2628381 8.7837889 9.6470579 6.1796086 10.4402803 4.5946441 13.5871124 6.0404454 9.3001791 NA -1.8484009 9.8855652 9.4132099 12.7835617 9.6410489 14.1615968 9.0358730 9.8036512 7.8241282 10.8205875 10.0453833 13.4863250 11.5566698 11.8446449 13.4613565 11.0094892 6.8027542 10.3140939 11.8625090 11.8376558 8.3635908 7.1488823 10.6170138 13.3975152 8.1160434 11.4437366 6.9654842 7.1601316 8.7710054 12.1038978 12.0644984 8.3415273 -0.8484009 -1.8484009 10.4123281 13.3709089 12.0493580 7.0495480 10.5610935 10.9628766 11.9558336 11.3291221 10.2080015 10.8421371 3.3996360 9.8965365 6.6355179 8.9845925 3.1058959 9.4096797 8.3562737 8.2271817 12.2902928 9.8625090 11.2271817 9.5092546 2.0585936 14.5412163 9.7735530 7.8451896 7.4031851 11.3738937 6.3513757 -0.8484009 8.7883271 9.8201443 9.7865135 11.6811331 5.1851252 8.6575142 6.6152265 1.7366482 11.7532412 10.2375070 9.9273128 -0.8484009 11.4093850 9.3690544 2.7366698 10.0396847 2.0585936 9.3901072 7.0158889 9.5690277 9.0891499 -0.8484009 8.7991611 1.1517290 9.9211271 10.0193674 10.6193081 11.7956715 10.6894063 11.0102664 9.5120011 9.9598623 8.4043680 6.7991611 9.3109433 9.8736562 NA 0.1517290 -0.8484009 9.0274518 9.3128975 9.5321636 -0.2632653 8.8940119 9.4208293 10.5977520 TCGA-BQ-5892 51 0 NA 364 kidney stage i t1b n0 m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 3 3 7 3 6 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.387205e-06 2.080808e-07 4.25531914893617 34.0425531914894 8.51063829787234 34.0425531914894 19.1489361702128 7.1988271 10.7196327 11.5356331 9.8225571 10.1815705 7.0468239 1.5193406 9.2385562 9.2084714 NA 1.0751903 3.1632089 7.2370235 8.5207554 5.5305733 10.5087416 11.8541790 8.2267060 10.2683785 10.5424084 11.3480786 13.8830811 10.1104019 11.1755485 7.9159517 6.4262379 6.9539752 11.3933679 5.7287994 -1.4807601 8.3347305 9.5073217 10.1183301 9.9996324 2.6068212 0.5193406 8.5513930 9.5867814 10.6327637 8.5664712 6.4500845 7.5610061 10.3494661 10.2387359 6.4500845 10.2595494 7.0231733 10.2704726 9.8333639 7.7931429 7.2708914 4.2197881 10.4326106 10.1391086 10.6252556 8.3056167 -0.4805587 10.6085030 -1.0911103 8.8093659 8.1650054 0.1043367 10.5298752 9.8851227 8.5746295 9.6354961 1.3267099 5.7767357 10.3569750 1.5193406 11.2912492 9.6614541 8.5555205 3.8047454 11.3377036 11.4436029 10.6518468 8.6601767 8.7226952 16.0563986 9.3170087 7.4559847 11.9018360 4.2742318 9.2498172 7.7977964 11.2372377 7.0623786 13.2460974 2.0047890 8.0175183 9.6867652 10.0231729 8.4156797 2.1043031 9.8047493 8.5389377 13.2276766 7.9518891 15.8960895 9.4713602 11.3801024 7.0815900 12.5002007 -1.4807601 3.0429069 13.4812489 12.0247865 7.9971055 1.6892544 7.8344970 9.7878892 9.8001179 10.8113811 8.6640053 9.3561865 8.9052095 8.7873041 2.6892768 9.6324382 8.1721920 9.9884802 10.2738172 8.4633270 8.5974980 11.6532776 9.2966024 12.7935068 4.3267027 0.1043367 10.7568558 10.5129931 9.2058477 10.0858769 NA 4.0739402 -1.4807601 13.4198838 6.8001182 9.3640528 14.2960115 10.0031629 9.6911494 9.6311348 3.8769000 7.6121040 10.2953688 11.3960559 10.5603218 11.1789038 10.6008305 8.3490698 8.9477074 10.6633680 4.8591993 2.3267099 1.9787814 8.7421420 3.4735402 -1.4807601 9.4344796 14.0862336 9.8145421 9.5934886 9.2171834 0.5193406 9.5974978 7.4050436 8.6548129 13.5633142 8.2472677 8.2163147 6.5637408 4.6278694 10.7236126 8.6563383 10.8259784 11.6848822 12.0262745 8.9653964 12.4193648 9.4254862 10.5382428 9.3569750 9.9234242 0.1043367 8.0662415 10.3839201 6.6413986 9.0577205 10.6104518 11.8135370 8.4126486 9.8024354 11.3013214 10.7436504 5.3395258 9.7499681 8.3956952 5.2742356 6.8185553 NA 8.4156797 6.7625216 12.1391086 10.7663845 9.5270752 9.9607351 11.1397961 9.3419179 5.4500829 10.7559175 9.2908365 7.5277757 10.0236695 1.9787814 5.4735434 8.2023418 3.6486265 9.8508240 2.8412687 11.3846938 4.9116628 9.0340611 5.4500829 -1.4807601 NA 11.3989304 10.5059003 11.1911093 11.1080617 10.3589445 10.8199857 9.1395670 7.0232121 10.5971643 10.8922122 9.7245294 12.0008943 NA NA NA 9.7493675 8.8047493 9.0310999 7.2506660 13.1172833 12.7352592 9.9424630 6.7584684 10.5354589 NA 0.8412486 NA 9.0271419 13.4005089 7.9849134 8.8024356 11.4633270 NA 8.4307390 9.3978196 11.2016834 5.2335928 11.1842388 10.4254861 9.6798488 8.9859336 8.8254088 11.9130057 11.1866804 9.9244886 11.0362782 7.0468239 9.6048195 8.7481657 9.5928193 4.3965979 6.6251506 10.5954946 -0.0156040 0.1679000 -0.0034627 0.7867800 0.1514400 -0.0076101 -0.0940640 0.7364400 0.0729710 -0.0702690 -0.0702690 -0.0156040 0.1668500 0.1679000 -0.4929300 -0.4795500 -0.4795500 -0.4795500 0.1539700 0.1565100 -0.0347680 -0.0114730 0.0000000 -0.0162920 -0.0940640 0.1598000 -0.0089906 -0.0813390 -0.0200010 0.1083300 0.0732280 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.126 0.000 0.000 0.000 0.000 0.000 0.000 10.3616974 6.1703978 9.4434173 5.7879130 NA 9.4916090 10.4844099 9.2198476 9.1395670 11.5491416 10.3738260 NA 5.4382097 9.7403299 3.9116628 7.1450558 11.5993318 6.5637408 NA 6.1559718 4.5417131 NA 8.4735434 6.4441602 10.3052000 10.5087416 10.7265780 7.8390192 0.8412486 1.3267099 -1.4807601 9.8401477 7.5023409 9.4187040 NA 6.5637408 9.231874 10.146881 8.844652 9.332327 8.255749 7.508032 11.314372 5.953975 10.779973 10.173088 7.134057 6.674165 9.752967 5.699257 13.968721 10.469903 9.720858 13.164668 12.530487 7.166158 8.075853 10.017199 7.558266 9.901971 5.937201 12.940426 7.527776 10.558266 4.274232 -1.480760 10.251514 9.085401 12.404948 8.193539 12.793507 8.577339 8.827686 8.228431 10.651526 10.003163 16.788720 11.178904 11.470632 13.315792 11.074416 1.104337 10.935089 9.088253 10.479349 8.656338 7.461862 9.833364 12.775703 10.333930 11.194201 6.885670 6.163203 4.300709 11.420025 12.068650 9.197225 NA -1.480760 9.613425 12.356186 11.442701 7.709171 10.524270 11.2095634 13.0641305 10.5087416 10.5424084 10.1104019 6.7672747 11.1204215 6.0031637 9.0380001 5.3648385 9.9239566 6.4500845 7.4793494 12.4467510 9.4596607 11.6679826 10.0686505 0.8412486 14.3700223 6.3777016 6.2808988 8.4602773 10.5941576 8.9297984 3.2197881 9.3451009 9.9084407 8.2858761 10.5005576 6.6842535 11.4548805 9.8497038 NA 11.0842111 10.7070085 10.3262995 -1.4807601 11.5651068 9.7796787 3.2197881 10.4084707 4.7861311 9.2344510 7.3007067 9.2171834 9.6181292 4.3522359 8.1358960 4.9622899 10.3839201 10.0375085 11.0142027 12.1391086 10.8733209 11.5839215 10.0236695 11.1793430 7.2708914 6.3835332 9.7300185 9.7487668 1.1043367 2.4262379 NA 10.6200095 10.9154461 9.5753074 1.5193406 8.4307390 7.2708914 10.5715755 TCGA-BQ-5893 61 1 241 NA kidney stage iv t3a n1 m1 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 1 7 1 2 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 4.508417e-07 18.1818181818182 20.4545454545455 6.81818181818182 52.2727272727273 2.27272727272727 7.9361261 10.7776309 4.7552615 9.3590419 10.7540273 8.5427185 NA 6.5458062 9.1792279 1.5654509 2.7662983 4.3468009 1.5654509 8.7341107 7.6207206 10.7391156 12.7635765 8.4587400 5.6098318 9.1075030 12.1755405 13.5978188 10.4805709 11.6485853 8.0248704 5.7253104 6.9273821 11.9177578 2.5654266 NA 6.7503144 10.9069573 10.5756169 9.4760813 5.3336241 3.7748925 8.6998650 8.9019451 8.9317608 10.3219948 8.0145874 4.8508394 10.6726556 11.2214164 3.4723318 8.8322251 4.6528995 9.8008545 9.5548331 9.1984337 7.3566016 1.3727850 8.5297792 10.3467983 11.2841854 7.1123332 2.1503972 10.5185800 1.1504297 9.0572916 7.6098325 4.9917032 11.5509247 10.1970703 7.8181041 9.6786922 0.8873693 3.9229875 9.9953682 9.2848273 10.9756248 8.2606670 8.4404199 10.3963497 9.7990582 9.7687864 11.2656615 9.3671469 9.8038433 15.7831501 10.3361024 8.1504008 11.6932716 4.0572943 9.6193644 6.9229911 10.0914486 7.5020768 12.6184310 1.8873693 8.8266168 7.6288334 8.9545319 8.8333955 -0.4345978 9.8508407 10.0885103 13.5706244 7.6070980 14.1495880 9.1966156 9.8518230 7.3336232 11.1627927 -1.4344028 6.3792189 9.6036716 11.0179371 7.7966594 3.2658719 8.9207896 8.4296248 9.4961759 10.7196237 7.9339449 8.1597629 8.9097344 9.3069054 2.1503972 9.7888369 8.9663180 9.6166473 9.5427185 9.2571820 9.6817825 11.7416381 10.0264063 13.1179275 0.8873693 0.1504297 11.2108718 9.5640288 8.3484365 10.1026570 0.5654022 2.8873693 NA 13.9455275 9.5462922 10.4191379 6.0083816 9.1007138 9.8133660 9.8612074 1.7353489 8.4062165 10.7300312 11.7566520 11.1842828 12.1246315 10.4480815 8.3369278 7.1838239 10.5759666 4.1801479 1.7353489 4.4480816 8.0929157 9.0021500 0.1504297 8.8941135 12.2367584 9.8675061 10.9448169 9.2993012 0.1504297 9.0238450 7.7942573 11.0488689 4.0572943 10.2697745 9.3451579 9.0472379 6.6739634 9.2440386 8.5974842 10.4334894 10.7681746 11.2449186 9.5786355 12.1988879 9.5218146 9.4327173 10.5017083 7.2484333 -0.4345978 7.8485265 10.9391193 7.3259593 7.7366150 11.1058087 11.2285518 8.9174819 8.6409177 12.2082799 11.2276618 3.4723318 10.6469219 8.3584402 6.0000676 8.5766657 NA 9.3102724 6.7353638 13.2750070 10.8927105 10.1329193 10.7481432 10.2016100 9.4909928 3.5654388 10.8054456 9.3476176 8.5123446 10.5636763 2.8873693 3.7353597 6.0000676 2.0248870 5.2658794 3.6098377 9.9523787 9.5064861 7.6608352 7.8453740 -1.4344028 0.5654022 11.4857913 10.6706923 11.3529330 11.6540611 11.4770177 9.7803647 8.5498001 6.2434406 9.6502469 10.9377594 10.0145871 10.7017888 3.3727989 0.1504297 -0.4345978 10.1348194 9.3848194 8.8851106 NA 11.9948452 11.8279738 11.2632748 10.7533070 11.5112481 -1.4344028 -0.4345978 1.1504297 NA 13.7209287 8.2343236 8.7809714 11.7783908 NA 9.6759218 8.7250325 11.1627927 5.8873669 9.5689565 9.8828510 9.5232661 9.5232661 9.4450217 11.7628088 11.0590438 9.1286347 10.4872794 7.3203258 9.2560563 5.7552642 10.8002559 4.3093290 6.6797531 11.0057886 0.57921000 0.60214000 0.00041593 -0.00895150 -0.00788630 0.02244400 0.05882900 0.81786000 0.14102000 -0.01202400 -0.01202400 0.61278000 0.60214000 0.60214000 -0.00069303 -0.00069303 -0.00069303 -0.00069303 -0.00503150 -0.00069303 0.49753000 -0.02192100 0.00666530 0.00666530 0.05882900 -0.00138580 0.00000000 -0.00166290 -0.65566000 -0.03544800 0.14102000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 9.9218905 6.0083816 7.6288334 7.5209722 0.1504297 9.3484367 11.3882085 10.7939596 6.7403636 11.0988655 9.9019451 0.5654022 5.3069038 10.6142659 0.8873693 4.7552615 10.4214748 9.0472379 -0.4345978 7.7773270 3.3727989 -1.4344028 9.4961759 3.6528995 10.7315231 10.7391156 11.2988945 7.7651110 2.7353705 3.7353597 -1.4344028 9.5604989 6.5254409 9.0360975 NA 4.5878090 10.3290658 10.3740005 9.1578956 10.8059317 10.6804822 8.6125622 10.4887659 6.0811393 10.5405700 9.2736602 7.2727977 5.3467974 10.6094910 7.2449184 13.9363302 10.2967575 10.3691660 12.8219421 12.6675782 7.9917032 9.6529012 9.5484320 5.0083838 11.1669772 10.3140507 13.5189984 7.8392340 8.7503137 9.0880199 0.8873693 11.3496643 8.6328727 12.8799509 9.5590845 13.1179275 8.9545319 8.8181041 12.0534041 12.0385100 9.1007138 16.2794223 12.1246315 12.1229022 13.5462029 9.0987682 1.7353489 10.0860571 9.8026485 10.2937842 8.5974842 7.8014529 10.8029473 13.0169072 8.7403643 11.9001308 7.0248704 7.6687262 8.6449234 11.4273008 12.4551326 8.4388825 -0.4345978 NA 10.5366228 13.0541573 11.6793369 7.1200274 10.3069055 11.6937551 12.3409459 10.7391156 9.1075030 10.4805709 5.0083838 8.4872793 5.9141674 9.1578956 7.5254402 10.3035308 3.4723318 8.0431968 12.2394056 9.0781788 11.7072263 10.5398530 2.5654266 13.4182118 6.0068052 7.4723294 7.8008546 7.2200745 8.0452185 4.9052883 8.6895599 10.1929723 9.0612934 12.2148069 3.9917078 9.9312141 9.5947256 7.6016118 8.4124958 10.9740336 10.1070192 0.1504297 11.2956963 9.0472379 5.3203258 9.9990239 5.3983298 9.2925080 6.5822474 9.2993012 8.6464291 4.9404769 9.1522783 4.3468009 10.9391193 10.7011478 10.9434624 13.2750070 10.5097845 11.3856175 10.5636763 11.7572688 8.5050176 7.9491427 10.3224118 11.2065871 1.8873693 2.6528995 1.1504297 8.0909593 7.1945037 8.7651107 -0.4345978 9.6759218 7.8181041 10.0202519 TCGA-BQ-5894 42 0 NA 84 kidney stage iv t3b n1 m1 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA NA hispanic or latino NA NA 1 2 1 7 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5022136 8.6608776 10.8296611 9.3285183 11.2896595 9.9156220 9.9045762 15.3497272 9.8325844 7.7138662 11.2026535 3.6652449 9.1632922 7.5054670 11.5965566 9.1725303 13.5574228 1.5183841 8.8473885 7.6506303 9.6035937 8.7499700 2.4114805 10.3790494 10.0729946 13.1350859 7.5054670 15.0461380 6.9731463 10.2979845 7.9566038 11.3647917 -1.2891219 5.4252948 13.7735609 10.7554450 8.6667009 2.6179332 7.8859763 8.4858378 9.3331028 10.8588918 7.7825134 8.5674762 8.7784852 9.4209962 0.2959581 9.8897157 8.4891278 9.9947180 9.5690319 9.7485979 9.2188456 11.8629680 10.2492398 13.5296830 6.1948671 2.1704699 10.8623846 9.0531255 8.5875679 10.0182517 NA 0.7110543 -0.2889457 13.6194435 8.3585092 10.7061113 8.0397257 8.8531579 9.8005013 10.9648984 5.7334194 7.1539948 10.5119508 11.1524389 10.9515441 11.7612108 9.9860114 8.7236753 7.4457606 11.8985576 6.2346124 6.4924108 5.1704819 9.1735532 6.5439412 -1.2891219 9.8189218 11.6782771 9.5224256 10.2564980 9.5103326 2.6188964 8.7236753 7.9918217 10.5444984 5.5312286 10.8441931 9.1373157 7.7744458 6.1373150 8.8064478 8.4201346 10.2555324 11.6276768 12.2700694 9.5944579 12.3803789 9.3220757 8.0664019 9.6013153 9.2277358 -0.2889457 8.3128217 10.8189218 5.9951589 8.1347549 11.1640642 10.9238512 9.2865901 9.7096413 12.4852202 11.5980811 5.0686020 10.8077660 8.4292582 5.2656394 10.3137498 NA 9.8658690 7.2617978 12.3703779 10.7687042 9.6528321 11.1036366 10.6024549 9.2443807 2.7110543 11.0927290 9.4235780 9.7089361 10.7838534 4.3549105 3.4114940 5.6768344 2.0329824 4.1704859 2.5184092 10.0352314 5.5690323 9.0159725 8.1148298 5.4792338 0.2959581 12.0665397 10.5686431 11.6986702 10.6789976 11.5506484 8.9265839 8.1559415 6.5103322 9.7417181 10.4495654 9.4457604 10.9716765 2.1704699 NA -1.2891219 10.6410490 9.3594085 7.9964532 -1.2891219 13.0509009 12.1767448 9.8652361 10.3471271 11.5001769 -1.2891219 0.7110543 1.2960168 4.9008765 12.7183410 7.5312302 8.7757936 12.5171977 2.1704699 10.1055136 8.8967069 11.0500658 5.1033675 10.2128881 10.5990330 9.4045379 9.9530340 9.4166833 11.9813462 10.3683694 9.0564562 10.2656398 7.9684387 9.2962293 6.6179420 10.1958738 4.7880801 6.6299146 11.1014886 -0.2765500 0.2345700 0.0144700 -0.2869000 0.1700100 0.0784380 0.0000000 -0.0016898 -0.0523960 -0.3021600 -0.2765500 -0.2765500 0.2345700 0.2345700 0.0144700 0.0144700 0.0144700 0.0144700 -0.2769100 -0.3027500 0.0058642 0.0784380 -0.0252090 -0.0252090 0.0000000 0.0069435 -0.2808400 -0.2839500 0.0391950 -0.0361290 -0.0523960 0.000 0.000 0.000 0.000 0.000 0.000 -0.281 -0.277 -0.281 0.000 0.000 0.000 0.000 -0.272 -0.272 0.000 0.000 -0.277 -0.277 0.302 0.302 -0.284 -0.291 0.229 0.229 0.000 0.000 -0.278 -0.278 -0.287 -0.287 0.000 0.000 0.170 0.170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.281 -0.277 -0.281 0.000 0.000 0.000 0.000 -0.272 -0.272 0.000 0.000 -0.277 -0.277 0.302 0.302 -0.284 -0.291 0.229 0.229 0.000 0.000 -0.278 -0.278 -0.287 -0.287 0.000 0.000 0.170 0.170 0.000 0.000 0.000 0.000 0.000 0.000 10.583726 6.575237 8.212888 8.169560 NA 9.720880 10.908268 10.929196 7.602835 11.177209 10.228720 -1.289122 6.404537 10.732725 2.617933 7.206906 10.645847 7.774446 -1.289122 7.254083 5.397550 1.711054 8.694044 3.996452 10.855999 10.899331 11.459944 7.543941 5.068602 NA NA 9.879723 6.744473 8.858256 -1.289122 6.641789 9.818922 9.554972 9.346769 10.507090 9.532028 8.182726 10.112464 6.465939 11.003373 9.998186 6.727859 6.354907 9.601315 7.811713 13.311138 10.151401 10.225272 12.515989 12.519412 7.234612 10.774109 10.248269 8.007967 10.765655 9.816959 13.216552 7.679718 8.531230 8.888471 -1.289122 10.725071 7.944670 12.207156 8.392290 13.529683 8.841622 7.998763 11.402794 11.777477 8.853158 14.263120 11.761211 12.209775 12.964972 9.444914 3.411494 10.919895 9.036356 9.376387 8.420135 8.050901 10.211893 12.630752 9.979008 12.002652 6.445760 8.875958 7.495686 10.421857 12.156712 8.184757 1.880960 NA 11.460711 12.771156 11.299499 6.840334 10.523228 11.916539 12.297773 10.899331 10.010831 11.170995 6.273294 10.222309 7.329437 8.822186 7.827395 10.288008 4.733419 7.982514 12.711136 9.055347 11.102832 10.094215 1.880960 13.404102 8.319915 8.957792 7.248657 7.428727 8.831289 6.982513 9.430440 9.752710 8.340407 11.182980 4.032982 11.470731 10.348129 7.584495 9.218846 11.575431 10.196880 -1.289122 10.743785 8.634378 6.059779 10.767011 5.733419 9.371047 6.987175 9.510333 9.821286 7.210896 8.879723 5.581415 10.818922 10.775120 10.961941 12.370378 10.068053 10.709994 10.783853 12.279838 7.358510 9.165350 11.060332 12.125868 2.170470 1.032947 2.958973 9.552615 9.016953 8.616438 2.411480 10.105514 7.806448 10.434285 TCGA-BQ-7044 73 0 NA 3760 kidney stage iii t3a nx m0 male 2000 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8612206 9.1292518 8.8519504 9.8971545 7.6700599 3.3820170 7.4626757 8.9189589 -0.4252687 2.9614752 4.9840561 7.0903623 5.6514794 7.5288588 10.2537031 12.2434371 8.3723244 10.8352885 9.0061605 12.3168671 14.1941733 11.1673535 11.4616931 6.9145131 4.9669795 7.8715794 12.2260510 3.5746586 NA 2.9669841 10.7103722 10.3682662 10.1430941 4.8965916 NA 9.0082482 9.6759821 9.3707024 7.9366067 5.9583671 7.5830918 9.6877539 11.3904464 7.0009273 8.8022789 4.8600639 11.1734133 8.5215690 8.5661846 7.4845563 0.1596292 9.3884440 10.3215970 10.6255319 7.5259475 2.9669841 10.9805197 3.3690756 9.5898549 7.8965909 5.5404458 11.5344838 9.9089361 8.6766387 9.4876795 2.5746586 4.8225925 10.0549482 2.5746586 11.4553943 9.2067492 7.9211768 9.7601579 10.0987148 10.1316479 10.1962570 9.2681499 8.1118811 15.3176696 10.7348495 7.1369050 11.1181781 4.4815508 9.7332726 8.0765003 10.6670897 3.2750965 13.6982994 3.6049964 8.3780030 10.7316940 9.0092912 9.0381873 1.1596292 9.7908025 9.5317649 12.5414387 7.8600652 15.7327561 6.2889085 9.4447348 6.5519435 11.3674532 NA 7.7792341 14.6680186 11.7967031 8.8692835 3.4815573 8.2523825 10.9497023 8.9925155 10.8364640 8.2957620 7.5375585 8.6039501 9.6183738 6.7938309 10.5970307 6.5914715 10.2506200 10.0155320 8.2506201 9.4115023 11.9194789 10.1060444 13.3741469 4.0665198 2.4815573 10.5886833 10.0735121 9.8687091 9.6857986 NA 3.4326388 2.3820308 13.6628714 12.1060444 9.1263712 11.5050307 9.6641134 10.7013674 11.2158115 2.8225874 8.5704299 3.2185177 8.7433349 9.3245323 11.6962320 9.9637565 9.2724992 7.9562060 10.4446422 5.6726941 2.4815573 4.1292500 9.2991766 4.5519405 -1.4254625 8.8600652 12.1611509 10.0212293 10.0483686 9.1292518 -0.4252687 8.7533277 8.2076581 10.7434635 8.5619268 7.6700599 9.4702381 4.0982258 3.9669841 11.3324696 8.2257145 11.0541906 12.9525512 9.2248171 8.6204226 12.1590382 8.9669804 8.5956428 9.1196272 7.1138213 -0.4252687 7.9145131 10.2729335 3.2345933 8.9129091 9.9925154 11.0883905 10.7666474 10.4248498 12.0024995 10.0809704 0.5746344 10.9645630 9.0872058 4.1292500 7.6353590 NA 8.2854693 5.8414499 11.7751018 10.2382210 9.6387320 10.9036183 11.0539379 9.3270435 1.1596292 10.4917291 8.5774779 8.6634510 10.6624572 7.2149077 4.7644895 3.8600689 -0.4252687 9.4641669 4.7841166 11.0955271 2.6621371 6.6987838 5.5812970 NA NA 12.0598633 10.4477225 11.0170881 10.9461673 11.4747749 9.4450277 9.1558729 6.9469624 8.9946230 10.7212316 9.1244476 10.4438711 2.9669841 NA NA 9.9545827 9.1866097 7.8178368 3.5288588 10.6710486 9.2103811 10.1079926 7.0997917 10.8985621 -1.4254625 -1.4254625 1.1596292 3.7039423 13.6255744 7.5519428 9.1847650 11.4875522 -0.4252687 8.8658335 8.9338084 11.8187294 4.8225925 10.2297463 9.9426236 9.0982248 9.6353588 8.3641964 11.0302470 11.5558734 9.6087740 10.8764449 7.2435482 8.5288592 2.0341100 9.0463380 4.9533491 6.2262889 11.3900462 0.0133530 -0.0081624 -0.0088526 0.0416000 0.8566000 0.0000000 0.0034687 0.0532370 -0.0641060 -0.8693100 -0.8914400 0.0133530 -0.0243720 -0.0081624 0.0169850 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5.4326455 9.5017001 9.9782075 9.4450277 9.2594116 9.5462065 9.8971545 10.2239190 4.8600639 10.0294762 9.0299900 7.4542458 4.5519405 9.5512270 6.2040194 13.4892349 10.8948994 9.2820220 12.7940583 12.5228476 7.7667833 10.2053851 9.8960273 6.8130680 9.9877618 4.0665198 13.7087282 3.9669841 10.1944243 -1.4254625 -1.4254625 10.2807272 8.6094617 12.0707677 8.6011862 13.3741469 8.6514783 8.5914711 12.5597933 11.0893769 9.6641134 13.8021284 11.6962320 11.2074310 13.1189633 9.8710056 -0.4252687 11.2521624 10.2257146 10.4020056 8.2257145 7.6353590 10.1099382 12.7137345 8.4679645 11.5239425 6.1596251 7.8692835 8.5244896 12.1236052 12.2084528 9.0351906 NA -0.4252687 8.1967147 12.7063591 11.1239615 6.2889085 10.7269478 11.3858368 11.6158087 10.2537031 9.0061605 11.1673535 5.3025823 8.0072050 5.5053987 8.4465681 4.7039479 8.8344063 7.0009273 9.0040696 12.3143359 8.8166461 10.7354798 10.0253587 2.0341100 15.1228983 7.6096545 7.6163224 8.0509228 10.9461673 6.2185196 0.5746344 9.3025834 9.9776749 8.9701971 11.7729544 4.3560241 9.4271924 6.4201522 0.5746344 10.8367577 11.3053453 10.5068776 -1.4254625 10.9543120 9.5105646 4.3025823 10.1870707 4.0665198 8.2149077 7.7669555 9.1292518 8.5239645 5.8225899 9.0514091 0.8966206 10.2729335 10.5353889 10.6568119 11.7751018 10.3299678 10.5918193 10.6624572 10.8332289 8.3820179 5.5053987 9.7282149 10.5292227 -0.4252687 6.4908413 -1.4254625 8.0625028 10.6787767 9.1426189 -0.4252687 8.8658335 9.4845561 10.4976189 TCGA-BQ-7045 78 1 1468 NA kidney stage i t1b n0 m0 male 2001 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5411989 10.3067329 12.0454212 7.2745524 11.3277944 8.7929172 11.8667284 13.3792832 11.1741932 11.0919449 8.1381330 5.1734673 7.0521605 12.4997508 5.2192692 0.2192150 3.3891951 8.8846059 10.9674628 10.2813161 4.5411989 0.2192150 7.9674626 9.3173020 9.3941956 8.4766579 4.3067362 9.0927141 9.8210408 10.8117270 3.6787029 11.7275599 3.9197119 10.5490663 9.6455347 8.4238412 6.8916950 1.8042188 9.2164495 9.9758263 10.2718380 7.0647600 NA 11.5634327 2.5411927 7.8339798 6.9197095 3.6787029 11.0242076 8.5855920 7.4480890 9.5923526 3.2192770 6.3690162 10.2867043 2.2192770 11.9390866 9.9505890 8.0006299 5.3485547 10.2554436 10.3841769 10.7000602 8.7815125 6.2416381 16.5678079 9.2022634 6.8774817 10.0756955 3.9197119 8.9539796 7.9266293 12.3375622 3.6787029 13.1978017 4.0881501 8.1068560 8.3485529 6.3690162 8.6827945 NA 9.9573623 9.3766168 12.1332813 6.8339792 15.1521781 4.3891951 10.1933690 9.1470479 11.8182529 NA 7.8117273 13.7535728 12.6491997 7.4766579 NA 9.0489928 10.9162375 9.0330513 10.9539796 8.3225578 7.1850538 8.5724168 9.2691185 3.0266230 9.4115627 7.3690171 9.7111230 9.9657843 9.3916975 8.5812138 11.4406758 9.5000408 14.6435019 0.2192150 4.3891951 11.2575031 9.7447908 8.3382109 10.0426372 NA 1.8042188 2.2192770 13.3615366 11.0702381 9.1351493 7.6622133 8.5943093 9.7985859 11.3664749 5.1261593 7.8486267 4.9197119 10.8042324 11.2129160 11.9109350 9.8792659 8.7700166 7.8042324 10.2471760 4.3067362 0.2192150 5.5411989 8.8302946 5.3485547 0.2192150 8.8266003 12.5190504 9.8486265 10.3014190 9.2416379 2.5411927 9.0298416 7.5321533 10.6139149 10.2813161 7.9808211 9.1019129 6.3485529 3.8042291 11.4072406 8.7815125 11.2765848 11.4201686 8.5184781 8.8376554 12.9194929 8.5456993 8.8302946 8.6029742 7.9940569 NA 7.8413215 10.4695684 0.6522341 8.5125576 10.9309370 10.8266003 10.1276626 10.1544350 11.9833122 11.4784247 NA 10.6444859 8.6121025 2.8042395 9.3225578 NA 7.6115877 7.0896348 12.3173020 11.2346850 9.5899574 9.9335155 10.4918998 9.8413219 0.2192150 11.0797362 8.6413347 8.3014189 10.8422369 6.4480882 4.6787029 4.7428308 NA 6.2636636 3.0266230 10.5888673 1.8042188 8.5855920 6.0113436 0.2192150 NA 11.6679025 10.3816613 10.9981684 11.0553203 10.2799659 8.7661645 9.1792719 6.3065211 7.7966990 10.2318945 9.2304973 10.7872260 3.6787029 NA NA 10.0725795 9.0927141 8.3173023 4.3067362 12.2890554 10.8631262 10.1705547 6.0139468 10.9849704 5.2192692 0.2192150 NA NA 14.3578618 8.1500072 8.5591201 11.8247495 NA 9.2581889 8.7626113 11.3854330 5.5046712 10.3395079 10.1485283 9.6180136 9.0616204 9.5366826 11.7255775 10.5445754 9.7389063 10.8828280 7.3485529 8.9127570 3.5411927 9.8899261 4.6115855 7.2218597 10.9531327 -0.00055444 0.01251600 0.64751000 -0.00124730 0.64836000 -0.04251700 -0.01174900 0.62661000 0.10725000 -0.02075000 0.00034251 -0.00055444 0.01251600 0.01251600 0.64836000 0.64836000 0.64836000 0.64836000 0.00000000 0.00194180 -0.00965550 -0.02780800 0.00875280 0.00875280 -0.00791040 -0.00277070 0.00944910 -0.00671060 0.63080000 -0.03081300 0.11594000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.631 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.631 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.109 0.109 9.779603 6.219269 8.317302 8.395493 0.219215 9.773859 10.755517 8.008999 9.048993 10.905674 10.450491 1.219277 5.389195 9.997347 4.509107 4.678703 11.128413 6.348553 0.219215 7.219270 2.541193 NA 9.010433 6.891695 10.782266 10.306733 10.352284 6.742832 NA NA NA 9.893462 7.719116 9.147048 NA 4.389195 10.081907 10.170555 9.135149 10.735955 8.742832 9.736939 10.164714 NA 10.854988 9.207955 7.263665 4.467195 9.322558 4.026623 13.630781 10.468383 9.083456 12.273196 13.157390 6.742832 8.550187 9.891695 8.970814 10.147048 3.541193 14.292240 3.678703 9.997347 1.804219 NA 9.770017 8.707110 13.393572 8.974158 14.643502 8.550187 9.120137 13.812895 10.674597 8.594309 15.471122 11.910935 12.939728 12.463039 10.150007 2.804239 10.439648 9.594309 10.873011 8.781512 7.039449 10.052160 12.955249 8.819183 11.359461 4.541199 4.678703 8.545699 11.444477 11.641335 8.077251 NA NA 8.727064 12.565784 10.650747 6.987454 10.203688 11.484299 12.484299 10.306733 8.792917 11.174193 5.389195 10.788176 3.678703 8.742832 4.804234 9.396690 3.678703 8.108013 12.465714 8.301419 10.729045 9.783419 NA 14.463931 4.952082 6.150007 7.570121 10.212208 7.052160 4.804234 8.811727 9.970814 9.179272 11.155172 5.077252 10.169097 5.947192 NA 11.209374 10.776734 10.069457 NA 11.194401 9.340803 1.219277 10.969139 4.219269 8.785324 6.742832 9.241638 9.472101 6.126161 9.928354 1.219277 10.469568 11.187937 10.387942 12.317302 10.754545 11.235382 10.842237 10.880157 7.114088 8.811727 9.682794 10.135149 0.219215 NA NA 10.594309 11.524847 8.863126 0.219215 9.258189 8.190813 11.458868 TCGA-BQ-7046 61 0 NA 2948 kidney stage i t1a nx m0 male 2002 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.67833112 10.65857381 10.16482825 10.24254844 7.32004595 1.50842865 11.55883256 2.89153584 8.60643557 7.98683583 3.87763629 11.27520835 9.60731274 8.64282971 9.90228722 3.31575460 7.63424765 11.03815932 0.50842865 11.93081863 9.97600899 4.31576184 4.31576184 10.32589872 12.51741552 10.56639516 8.98413673 6.75633081 15.92374907 9.61343883 8.48759045 11.21576255 4.59586763 9.01883805 6.98413701 11.86155024 3.24537396 13.54892145 4.18797356 8.81712149 9.21461152 6.14260949 8.41328900 3.09337425 9.62388058 9.64026030 13.53981745 7.35806917 14.99688126 4.38287472 9.93289873 7.07825864 12.04157090 NA 8.03978489 13.28743873 12.55915902 7.49708778 8.56006567 8.30498371 10.39714665 9.49992519 10.95514211 8.39511594 6.53815012 9.71623112 9.20999866 -0.07658456 9.19373627 8.10831640 10.35546078 9.51963075 8.41328900 8.42527802 11.37407485 9.30930331 13.63816939 -1.07643243 2.09335735 11.41178319 9.84602532 8.94303167 10.96475780 NA 3.24537396 3.78142267 12.87043853 8.89928894 9.83707834 10.99154736 9.19373627 9.92273632 11.15975411 4.80608170 8.68665319 5.24537016 11.27133906 11.46598915 12.14811942 10.19723648 8.75791199 9.85491715 10.88199361 2.24537396 -1.07643243 -0.07658456 8.54732258 9.09336580 0.50842865 9.73160075 11.91991440 10.16958771 10.68665328 9.79611572 3.01090513 8.80608395 7.92062023 10.55057346 12.27120067 7.49329667 8.71948055 5.38287126 5.38287126 10.62171152 8.42925232 11.40801208 11.08646156 8.40322127 8.80512088 12.43197849 9.18200693 9.62474740 8.66153300 8.30714524 NA 7.31575822 9.92906544 1.94313368 8.58468445 10.64710185 11.40296855 7.03196525 10.28812274 11.25938949 10.52845733 0.92341544 10.21978359 8.56200348 3.24537396 7.95410788 NA 7.46647296 6.86595592 11.74919476 11.37645427 9.38594327 10.22550860 10.96783506 9.03457670 0.50842865 11.03617684 9.21345981 9.30930331 10.74641002 5.67832830 5.50840330 4.20884497 5.66409879 8.11079283 -0.07658456 10.45482239 1.50842865 8.38492057 5.77218919 NA 2.24537396 11.68976277 10.69162524 11.19548743 10.51963065 11.32165018 9.79995780 9.49329647 6.95377740 6.79380617 10.19607068 9.46840533 10.43914074 6.99490325 -1.07643243 -1.07643243 10.09461770 8.47994715 8.44700303 5.11326709 12.08189282 9.93676351 9.08331231 5.07602885 11.04140857 -1.07643243 1.24537396 NA 7.08331231 13.62198281 8.23859056 8.49329667 11.08362751 NA 8.90358063 9.06438575 11.31414725 7.20421214 10.57718172 10.30173579 9.67247237 9.16899371 8.78917431 11.38696530 10.40624891 10.63295559 10.58966491 7.50464184 9.90215138 2.24537396 8.90072072 4.97002074 5.93444337 10.91920807 -0.00055444 0.54894000 0.59566000 -0.01780300 0.60124000 -0.00234440 -0.01161100 1.13720000 0.18223000 -0.01958900 -0.00083160 -0.00055444 0.54894000 0.54894000 0.59566000 0.59566000 0.59566000 0.59566000 0.00291330 0.00041593 -0.00041585 -0.00097017 -0.00152430 -0.00152430 -0.00940460 -0.00138580 0.60810000 -0.00346270 0.57987000 -0.01876500 0.18824000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 9.72514928 6.21806235 9.27548436 8.17388147 1.92345347 9.73882423 9.61256537 8.21428900 10.80646601 11.17536117 10.81218413 2.83033646 5.65136173 9.57897154 3.56730206 5.84230508 11.09399195 5.38287126 0.50842865 7.30714524 3.17136698 0.50842865 8.16899346 7.92625566 11.01421823 10.68665328 10.89833225 7.20884302 -0.07658456 -1.07643243 0.50842865 9.59939795 7.16661503 9.14744256 -1.07643243 5.80608428 9.151057 10.083943 10.138367 11.301465 9.016198 9.926959 11.091800 3.730792 10.926959 9.798422 7.431235 4.315762 9.109555 5.208845 14.195597 10.370524 9.262177 13.399681 12.351539 6.454433 8.285385 9.963731 9.647102 10.615184 4.208845 13.459384 2.830336 11.512156 -1.076432 NA 10.881994 8.887782 12.644967 9.146236 13.638169 9.009577 9.368456 8.220357 11.486160 9.193736 13.911060 12.148119 12.242125 11.961846 10.325920 -1.076432 10.829956 9.998920 11.274380 8.429252 7.877638 9.711343 12.899289 9.166615 11.062992 5.415296 6.711343 8.883443 11.259947 12.448105 8.698310 NA -1.076432 9.711343 12.107541 10.842662 6.431235 10.165424 11.54067875 12.12341993 10.68665328 9.92484916 11.47178118 4.80608170 8.45482239 5.13289348 8.96783492 4.62387856 9.40624881 6.66490802 8.45482239 12.67549847 9.55461801 10.61081659 9.42328675 1.50842865 14.75983650 8.52491463 7.53446553 7.53921776 10.49708808 7.44307698 3.01090513 8.75633081 9.72837854 10.10583519 10.68124755 8.38900745 10.87909078 8.21806187 -0.07658456 11.36249257 10.73962460 9.98953003 NA 10.79957410 9.80378967 -0.07658456 10.35650468 2.09335735 8.82430771 7.37465176 9.79611572 9.94880202 3.50840330 9.84973692 2.62389027 9.92906544 10.86778691 10.62388067 11.74919476 11.04465060 11.13411227 10.74641002 10.97736680 8.01355326 9.00025639 9.56909932 9.70807581 1.50842865 NA NA 9.32751806 10.91004027 9.09836665 NA 8.90358063 8.50652380 11.44160226 TCGA-BQ-7048 64 0 NA 2839 kidney stage iii t3a n0 m0 male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 1 3 2 4 4 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7520190 10.4359341 7.8321894 5.1856723 7.8637440 9.4931007 11.3779270 6.8215163 11.7983421 5.1405824 9.8646107 8.7121263 8.2158722 6.5979319 3.7482680 11.3282112 10.5426826 10.4434951 8.1175008 5.6062468 11.2616588 1.1633055 9.6000158 8.4556260 2.7482680 11.3891142 9.3369814 8.1233061 9.9618652 0.7482895 5.9834839 10.2042789 0.1632411 10.6556582 10.3079625 7.7101989 4.2507646 10.0709160 14.6917889 9.6691159 8.9397373 8.3993185 15.8481214 10.4236358 7.9281761 9.8277516 5.2507683 10.1276451 7.2822452 10.5175537 6.5641830 12.7930024 1.6148512 8.5824006 9.3407238 8.7159733 9.0274905 6.1058184 10.3697081 8.3727576 13.4593601 7.6430849 14.6380920 6.9961944 9.6166984 8.8654769 12.8982255 -0.8367589 8.4159699 13.2829749 12.8798022 8.7650752 2.6227430 8.8826932 11.8764760 9.1014137 10.8563556 8.7501442 6.8844038 8.7835241 9.5673814 1.1633055 9.5009261 9.3885118 10.4659432 10.8567912 9.2172302 7.7293583 12.0821936 9.3678753 12.7151327 3.3332233 -0.8367589 10.7174134 9.2744790 10.0080100 10.3963247 NA 3.1633055 2.6227430 13.7119456 8.8723880 9.5491667 10.6878459 9.3307224 9.5853690 10.6258065 3.9181954 8.4897336 7.2076986 10.8916500 10.4699356 12.1931988 9.9802878 8.1462978 8.5491667 10.6760448 2.6227430 5.3130499 6.9380917 8.9625857 4.3332305 NA 7.7743291 11.6235042 10.0694433 11.0881167 9.1087482 1.4852207 9.4040957 8.4371000 11.0794786 8.4986945 5.5726957 9.8170450 4.3727571 6.0087939 10.9140113 8.4852324 11.4838228 10.9098186 10.4947811 9.7293583 13.1103019 9.0243912 9.4253991 8.5513214 10.2226487 NA 8.4579250 10.6324373 4.4667185 8.4717569 10.2665920 11.0436530 7.4670846 10.6636482 11.3754967 11.2487767 4.3332305 10.8125605 8.5701046 4.0701918 6.8215163 NA 8.3079626 6.4670854 12.5039889 11.0966261 9.5142434 10.6334547 10.3764085 9.4253991 4.2076977 11.5876779 9.8179403 8.6145155 10.3800502 2.7482680 5.8498042 5.4670838 1.7482465 7.4394287 0.7482895 10.6932228 2.8637403 8.0212854 5.2718290 NA -0.8367589 11.1134956 11.1766270 11.2094051 10.8148045 10.4602205 9.3143209 10.0527702 6.2885634 8.8878180 10.8835485 10.1590715 10.2560615 3.6868703 NA NA 9.2900087 9.3219139 8.8602719 NA 12.3660403 12.9691489 9.5906172 6.7143582 10.1006781 NA NA NA 0.1632411 13.1813305 8.0243912 8.7350570 10.8971670 0.1632411 9.0072252 9.4206567 11.3715386 3.8071591 10.7807717 10.9106581 9.7482668 9.4716433 9.2718288 11.4809995 10.2646235 10.0550880 10.5491667 7.3028555 9.1491463 5.7926602 9.1548262 5.0814504 6.2499174 10.8112124 -0.05846200 0.00000000 -0.01780300 0.00156990 0.00624810 -0.00041585 0.00541390 0.02058100 -0.02288100 -0.05846200 -0.05846200 -0.05846200 0.00000000 0.00000000 -0.09481300 -0.09481300 -0.09481300 -0.01780300 0.00638710 0.00332990 0.01195800 0.00124810 -0.13781000 -0.13781000 0.00375130 -0.00515360 -0.00299290 -0.00138580 0.00332990 0.02735700 -0.02288100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 9.9081381 6.7331604 8.4017090 7.1797787 NA 8.7293583 8.4463927 8.1260266 12.4115284 11.3574178 10.5312650 5.3130499 6.4206929 10.1703316 3.6227313 7.7962992 11.4513051 4.3727571 0.7482895 6.7706348 4.6868647 -0.8367589 9.2520925 6.6868661 10.5145859 10.4584992 10.9781230 6.3824736 1.7482465 NA NA 10.4400102 7.6268290 9.1391523 NA 6.1856723 8.8339606 10.3363567 9.4693659 9.1276451 8.9231926 10.5131384 10.0933023 2.9706512 10.5323563 8.5811569 6.7632177 5.6710980 9.9503905 6.5726957 13.4037230 10.9556879 9.6451038 13.1801126 13.2253504 7.0821671 8.6491336 10.6651414 6.6471202 9.8620090 3.0702004 12.8579886 6.6227357 10.6546563 4.4112296 0.1632411 9.7293583 8.8304157 12.2646234 8.8107628 12.7151327 9.5705720 9.2925874 6.0821682 12.7874143 9.3307224 13.6502021 12.1931988 11.5142434 13.3155099 10.0873744 2.1633055 10.7576289 8.7331598 11.6508931 8.4852324 7.6750573 10.2841901 12.5617808 9.3873059 11.8546116 2.1633055 5.6868675 7.5076004 12.0896003 12.1853252 5.7331591 -0.8367589 -0.8367589 9.2280471 12.1001262 10.8128613 7.0336686 10.8139073 11.6137423 12.3559053 10.4584992 9.8188351 11.1402263 5.1633055 7.5252483 4.4852336 9.2022233 4.7178957 9.5252481 6.8215163 6.9770853 12.5475430 8.7926608 10.5958462 9.8792662 1.7482465 13.3599064 6.1636416 5.7926602 7.5542473 11.3441459 7.8775498 1.7482465 9.5307190 10.0716968 12.2951612 11.2626521 5.5556229 10.0111446 9.0686912 2.4852207 12.0319339 11.4607937 10.0290376 1.4852207 11.0690673 9.5009261 1.7482465 9.8775498 7.5470086 9.1884440 8.1290888 9.1087482 9.7264242 3.8071591 8.8792662 4.8912247 10.6324373 11.0698191 10.8348453 12.5039889 11.5705720 12.2798107 10.3800502 10.6666331 7.9706593 6.7178930 10.3885117 9.7463870 0.7482895 3.9706604 NA 8.4648006 11.4612723 9.3642030 -0.8367589 9.0072252 8.4716431 10.6804815 TCGA-BQ-7049 45 1 1364 NA kidney stage i t1a nx m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 2 2 1 7 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.5017448 8.9523219 7.5990604 3.9879484 10.0178728 10.1172289 8.9489366 10.0293353 0.2153680 6.0733383 10.4821430 4.6964835 12.4608101 9.6112475 10.1758411 7.3952659 10.0048683 13.2774026 10.4321022 8.4377487 9.0086888 15.7884908 9.3377530 7.8687985 9.5214181 4.8592142 9.4891521 7.1500306 11.7292485 8.7545151 14.1900100 1.8003305 8.4890122 5.8003201 7.9702440 8.9088435 2.6304055 10.0882878 9.3836108 12.5749230 7.8202185 14.7675476 8.6541484 9.4972170 10.1035923 9.8729726 NA 10.0065194 12.0062479 11.3151425 8.1539558 1.8003305 8.5860437 11.2421104 9.9204127 11.4041513 9.1152169 8.0097721 9.2597506 9.0524588 1.8003305 9.8989360 9.6367200 9.8404565 9.3911138 9.6788807 8.9204127 11.6402558 9.5780309 13.5808587 4.8202198 1.6304055 9.8519810 9.3028192 8.4329101 10.7178567 0.9523336 0.6304055 1.8003305 13.0925766 9.0237843 9.8189828 4.4883736 9.8495624 9.2377243 10.1661553 4.1849864 7.5130367 5.9250143 11.3581017 10.3540548 12.6055227 10.7412035 8.3769081 7.0355359 10.6398726 6.8053195 3.1539512 6.8300664 8.5312606 7.7098785 NA 9.9624305 12.2938408 9.8664081 11.0556099 9.9657843 3.2742467 9.4999878 7.5874963 10.5658169 8.0503542 7.3886175 8.5787610 9.0660642 6.7413214 8.5492572 8.8806923 12.0070620 10.3773281 10.3848639 8.7251975 12.0880313 9.3238809 8.9041896 9.7428334 5.1381878 0.6304055 10.5776656 11.1357093 2.7613278 7.0368110 11.2467131 10.6388225 10.0253925 10.3701745 11.7385917 11.2854774 5.1381878 9.6254544 8.1706772 4.8398488 9.2284464 0.2153680 8.0419050 7.6444144 12.2785268 10.8866027 8.4377487 10.5765692 10.3595898 9.4656548 1.2153680 11.1492806 8.6360184 8.7349927 10.6873703 4.9341768 3.9157981 6.1695523 4.3028162 6.8495627 1.4377604 10.5030688 1.8003305 11.0221746 6.2209819 -1.3695945 -1.3695945 11.8259200 10.5864070 11.6932833 10.9769077 11.1426406 8.5038381 10.0867124 5.8035215 10.2298419 11.0076044 9.7864769 12.8846106 2.2153680 -0.3695945 NA 10.0686660 8.7271091 9.1888146 3.0227051 13.1591532 10.9258759 11.6066000 10.4186840 10.3182070 NA 0.6304055 0.2153680 NA 13.5786243 8.7558073 8.8664082 12.5702486 NA 9.5350286 8.9059715 10.8744604 6.5252123 10.8860127 10.1950198 8.9746899 9.1342197 9.1954960 11.9114546 10.0508805 9.9528855 10.6416212 7.4182962 9.6256877 5.8398462 10.6335604 5.0566572 7.4786726 9.3299665 0.00332990 0.00000000 0.00069327 0.00069327 -0.41421000 -0.00353540 -0.00539920 -0.00498440 0.00293660 -0.00129180 -0.00129180 0.00332990 0.00000000 0.00000000 0.00069327 0.00069327 0.00069327 0.00069327 -0.00538990 -0.00484610 0.00000000 0.00152550 -0.00055444 -0.00055444 -0.00539920 0.00027728 0.00180300 0.00027728 -0.00138580 0.00346870 -0.00521880 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.6600263 6.7648199 7.7205063 7.6463384 0.9523336 9.5198978 10.6527617 9.2677434 9.9945285 11.1224649 10.1307379 4.0566616 5.5729079 9.5372846 4.9523242 4.2742467 10.4300803 9.0660642 NA 7.0440214 4.1849864 0.6304055 8.7415297 7.7570986 11.3833369 11.4597203 10.3608174 6.7284267 -0.3695945 0.2153680 0.2153680 9.7011857 8.5976202 9.1470790 -0.3695945 6.4051806 10.079543 10.399405 8.711211 11.532015 9.905354 8.529751 10.963549 3.759678 10.498059 8.927310 6.578761 7.652762 10.044022 6.590395 13.660932 9.638122 9.878915 13.059931 12.999988 7.648956 9.851377 10.391945 8.700515 9.873568 5.411755 13.039586 6.106126 10.589309 7.762251 0.215368 10.126748 9.639523 12.917746 9.436944 13.580859 8.509977 9.291281 13.934638 10.215356 9.849562 13.336728 12.605523 13.633824 12.517234 11.106887 4.056662 10.332567 10.506143 11.462691 8.880692 7.636018 10.186900 13.004754 9.935316 11.541784 5.215356 6.365103 8.693789 10.855300 12.551770 7.083129 -1.369595 -1.369595 9.093918 12.567584 11.369742 7.022712 10.825151 11.504223 13.200724 11.459720 10.768346 10.817437 6.130239 12.611872 6.048247 8.875947 6.641621 9.952886 7.785212 7.482143 12.926224 8.572909 11.687540 10.499602 2.215368 14.555693 6.555266 6.878322 7.406597 9.614100 8.506911 4.437747 9.387784 10.148063 9.154936 11.448377 2.330845 11.346785 10.261116 8.497673 10.220981 10.957947 10.046136 NA 11.473137 9.896595 3.215352 10.293062 6.619078 9.716530 7.035536 9.965784 9.911020 10.106127 7.624747 4.022714 11.135709 10.811546 10.970800 12.278527 9.980228 10.368486 10.687370 10.848049 7.503838 6.952322 10.029138 10.364680 2.537296 NA -1.369595 11.246253 10.582498 10.083150 5.022710 9.535029 8.167612 10.569973 TCGA-BQ-7050 53 0 NA 1864 kidney stage i t1a n0 m0 female 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 2 5 2 2 4 4 1 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.4740795 8.1101742 11.1058741 10.1435623 11.9719406 12.8325908 10.9376706 11.0911569 7.0493705 5.4974655 7.4798514 10.3361884 3.3345254 0.3959402 3.8553619 10.4256760 10.1078824 10.2790811 7.9299070 1.1329058 8.8095566 9.5337738 8.8743611 7.8443894 5.0007888 5.0204177 9.8214943 11.2536506 5.6689474 9.7911057 3.1328894 10.2107781 9.6183211 7.8361059 7.4330178 2.3959402 8.7461313 10.2897358 10.7771111 7.8165907 NA 11.1861685 3.1213139 9.5873991 7.8984291 1.8109777 10.1696174 9.3959287 8.9479571 9.8475931 3.2703944 5.6936096 9.9900479 1.1329058 12.1239909 10.4771902 10.2450731 2.1329058 9.5515649 12.5453583 10.5333468 8.6448207 6.6118658 14.9416373 10.4780777 8.4530179 11.1608003 4.5114048 9.7738622 7.4548224 10.5452524 1.3959402 13.6437573 1.8109777 7.9745654 9.4375879 5.9299070 9.0894155 6.0777536 9.8864453 8.9037234 12.7762996 7.1463569 15.1488326 4.8984309 9.4675609 8.5708545 11.8778962 NA 9.1385188 12.7608841 12.8751195 8.5422851 2.7178464 7.3996804 8.7505455 8.2351325 11.6255486 9.1497027 7.6183209 8.5422851 9.5931453 0.8109777 9.5857533 8.7982301 10.3650753 10.0876722 9.4647069 9.7057839 12.3972595 9.6874831 12.2710381 3.2703944 1.9809027 10.2683470 9.7853807 9.3088180 10.6670026 NA 5.5923255 3.5658530 13.9763443 10.1552621 9.9050438 14.1389047 9.3088180 10.4252159 11.0047995 2.8984212 7.7534809 4.2032873 11.1009850 11.8490278 11.5065294 10.2198267 8.5114060 7.9733576 10.7713302 4.3345254 2.2704093 4.8109674 8.3559307 4.5923255 1.3959402 7.6966623 11.5947830 9.6383088 10.8056732 9.8533096 5.1031955 9.8917837 7.6844106 10.5717401 6.4904466 5.6936096 8.5675226 6.7593330 5.1609323 10.8426674 8.4366749 12.0525025 10.4187588 8.5906855 9.1430028 12.8639587 9.1474728 9.7593335 9.7666160 12.2018069 -0.1890223 7.4763023 11.3839032 7.3325665 8.6703457 9.8088513 10.6886338 6.9247080 10.3261732 10.5515902 10.6013147 2.1329058 11.0289239 9.1391474 5.1147460 5.5114048 -1.1890223 8.7042678 6.2703981 12.3223482 10.6251481 9.4930829 10.6146937 10.3442959 9.6966626 1.3959402 11.1971278 9.0847619 7.8904509 10.5532756 5.0777514 5.0397833 4.0204222 2.5114174 7.5524332 -0.1890223 10.7964524 1.6183326 6.7476036 5.3068200 NA -0.1890223 11.6897835 10.9096563 11.5399496 11.1221469 11.2935221 9.8553603 9.5183252 6.3299739 8.3227187 10.9155649 9.7731392 11.6367200 5.8443882 -1.1890223 -0.1890223 9.7982302 9.3539981 8.5009641 2.1329058 13.6646656 12.1716761 9.8423228 5.8439487 9.6004998 -0.1890223 NA 0.8109777 NA 14.2496606 7.7622511 9.3315848 11.5098879 -1.1890223 8.6997095 9.3701329 10.8901176 6.7709678 11.0346662 10.4169087 9.8997545 9.5035817 9.4099492 11.1949404 11.4444155 10.6235446 10.4776340 7.5890436 9.6183211 7.8388724 9.5260702 5.2713809 8.1125307 10.3103138 0.00221930 -0.00234560 0.00194180 -0.00193990 -0.00518860 0.00277450 -0.00152430 0.01880300 -0.00235530 0.00680440 0.00680440 0.00917050 0.00208050 0.01474900 0.00263570 0.00194180 0.00194180 0.00194180 -0.00443120 -0.00193990 0.00000000 0.00374650 0.00194180 0.00194180 -0.00152430 0.00097064 -0.00733390 -0.00041585 0.00638710 0.01209700 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6078170 7.1193053 7.3883954 7.2575943 NA 9.6882503 7.3227187 7.6072008 11.9525944 11.1596141 9.7939598 3.4548207 5.9505174 10.0167594 6.6167752 9.2267079 11.2453338 6.7593330 -0.1890223 7.4548224 2.5114174 NA 8.8053195 6.4403227 11.0838788 10.5482135 11.3204146 7.5320652 1.9809027 NA 0.3959402 10.1585876 8.3068214 9.1519288 NA 4.6936096 9.099832 10.197906 9.293774 8.008183 9.080093 9.641481 10.581630 3.270394 9.755678 9.183831 6.822193 4.511405 9.422913 8.474524 13.672489 11.108742 9.426596 13.389398 12.947236 6.969727 7.322719 9.730574 6.194670 10.279081 4.168522 12.545993 5.039783 8.080093 -1.189022 NA 10.247678 8.179473 12.004183 9.324694 12.271038 9.763707 8.851256 6.483392 10.656456 9.308818 11.986204 11.506529 11.390753 12.677859 10.549481 -1.189022 10.529927 9.593964 10.785739 8.436675 7.521772 9.517462 12.890951 7.901079 11.852796 5.440324 5.810967 7.901079 11.382482 12.372612 8.807044 NA NA 9.618321 12.368310 11.116449 6.559158 11.181926 11.641283 12.212379 10.548213 10.143562 10.937671 4.940251 7.322719 4.270394 9.694373 5.380823 9.623946 5.668947 8.979638 12.246889 9.735036 11.323460 9.981517 1.810978 13.980617 5.452658 5.887781 7.924005 10.808851 6.245595 2.898421 8.881087 9.891784 11.087381 11.223536 5.483390 8.993360 8.105587 NA 12.586268 11.351094 10.703888 NA 11.268347 10.053545 1.618333 9.701230 4.365553 8.743181 10.460671 9.853310 9.863942 3.270394 9.502710 1.618333 11.383903 11.245334 10.055330 12.322348 10.705784 11.201941 10.553276 10.486041 7.838872 7.049370 10.030740 9.681331 2.618333 3.058888 NA 8.025285 13.569971 9.493083 -1.189022 8.699710 8.838872 10.491326 TCGA-BQ-7051 74 0 NA 1533 kidney stage ii t2 n0 m0 male 2007 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.48855357 8.33088865 10.95216638 10.62742709 5.69542597 10.84920092 -2.33788567 10.74332048 9.24179086 8.39247371 7.90874387 1.56890767 9.27579301 9.70332050 10.51238572 7.93696413 -1.33788567 11.45369551 4.43415448 8.04500550 8.56211571 4.36244183 11.33851161 10.10650078 8.39332267 10.29038524 3.92878720 4.07139371 11.05365930 3.51998214 12.12795252 9.78159315 11.00643815 5.36244183 10.57637928 9.34631383 10.76660228 8.78026974 6.54464612 15.54898014 10.12450585 8.51062652 11.47998645 4.53236684 9.52657670 7.96578428 11.16756699 -0.01610346 14.19169335 3.68813559 8.15239336 7.66622400 5.02832603 8.26563005 0.24695527 9.47177173 9.72876541 13.46550405 8.21563298 13.85583879 5.14582009 9.21370208 7.18360362 11.07470572 NA 5.71728708 13.47570958 12.73961205 8.22138073 0.66202316 7.53390903 11.11218379 8.69267059 11.06234936 8.94509175 6.77834790 9.35940564 9.64891208 -2.33788567 10.12629406 6.42022637 10.55947088 10.20261595 8.43925868 8.86167596 11.20235319 9.31395210 14.33990207 -0.75292317 4.63928427 11.17770338 10.28291061 9.42313924 11.14342461 NA 3.21659455 NA 12.96167663 7.33972354 9.53198278 10.45133343 10.60525097 9.55340755 10.77476878 1.36244183 8.47498312 6.00630027 11.82226892 10.54598323 11.67665960 10.59366442 9.25399328 6.42022637 10.75723573 0.66202316 2.51999472 2.87144942 9.07298470 7.32556181 -0.75292317 9.69129075 11.69620070 10.87008548 11.12680454 9.87753660 0.66202316 9.40977702 7.29862808 11.15143381 12.26505028 10.08170046 8.02394725 4.85182898 3.83192790 10.87692974 8.89502385 11.75674103 11.73706478 8.30134437 8.94096395 12.10824684 9.38864741 10.28245243 8.49093349 7.53852032 NA 8.37280979 10.56324757 -1.33097323 9.47541203 10.21635252 11.06074720 8.11835817 10.54445554 11.10598306 10.73078182 1.66202316 10.10908679 8.23321557 3.74946991 7.48696209 -1.33788567 8.03378033 7.02832603 11.90592130 10.99948609 9.83911165 10.15710904 10.80331245 9.43637883 -0.75292317 11.07869815 9.11166804 8.63999904 10.77915957 5.44336463 5.70092239 2.05432755 1.56890767 10.47878721 1.36244183 11.04786593 1.90992668 6.11321499 4.78198387 -2.33788567 -1.33788567 11.94516427 10.83255453 11.40020136 11.11037799 11.15885731 9.31081043 10.04624767 7.25802513 7.64642190 10.87389185 9.75509087 10.25399328 8.16284547 0.98389654 NA 9.48974322 8.51842892 8.45153712 5.72269826 9.37453049 8.45235204 9.78224146 3.46575249 11.19946464 -1.33788567 NA -1.33788567 0.66202316 13.50933009 8.71116448 8.75740068 11.13862321 NA 9.00907111 9.34867040 12.31814904 6.40683765 10.42397024 10.50238809 10.20913908 9.43266737 8.95949313 11.65609173 11.43328665 10.44049142 10.58086680 6.73881917 9.87895243 2.70639794 9.27625331 5.53673988 5.97052469 10.89667131 -0.00027724 0.01084200 0.02440800 0.00000000 1.00630000 -0.00332430 -0.02548300 0.87847000 0.10395000 -0.08040800 -0.00027724 -0.00027724 0.01084200 0.01084200 0.01698500 0.00944910 0.00944910 0.00944910 0.02146300 0.00000000 0.00763920 -0.04129500 -0.02260600 -0.02260600 -0.02548300 -0.01532900 0.01084200 -0.01601700 0.90170000 -0.08863900 0.10395000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 9.741822 6.592741 7.231860 7.342275 -2.337886 9.700237 6.453167 6.543270 10.195820 11.126976 11.107148 1.831918 6.100795 9.820613 1.983933 6.642143 11.329004 4.851829 -0.338068 7.811750 3.389925 -1.337886 8.617653 8.309462 11.278710 11.367420 10.789569 7.552268 1.831918 NA -2.337886 9.298628 7.265630 9.058073 -0.338068 2.791293 9.67253160 10.08957826 9.54273493 10.19752191 9.70092256 9.68783528 11.43390560 4.77052779 10.73162112 9.79386045 7.50120744 2.56888336 9.78709400 3.08826035 14.18259152 9.82691039 9.79064238 13.11124892 12.74859593 7.93229862 8.39162425 9.57002075 6.31663995 10.44049142 0.83195829 13.06288297 3.70639794 10.45662250 -1.33788567 -1.33788567 10.61710854 10.50041956 12.24849152 8.99236029 14.33990207 9.28634198 10.35592608 5.82187600 11.34784733 10.60525097 13.90571679 11.67665960 12.56706143 12.37694662 10.51003957 -1.33788567 10.99878898 10.89906405 10.34477869 8.89502385 7.95317443 9.78321321 12.88037757 7.47257550 11.40704545 5.63928427 6.57788347 8.69060042 11.57330190 12.22698657 8.76660245 -0.01610346 NA 10.17425023 12.35734059 11.38960284 7.06074672 10.87267488 11.4438755 12.8208893 11.3674199 10.4225156 10.9173272 3.9287872 7.0777450 4.7494645 8.4009400 1.7494485 9.8047488 5.6954260 8.5082773 12.4129157 9.8805668 11.3338763 9.9652134 1.4693651 14.6232610 9.3103610 6.9589192 8.0041227 10.7053727 5.9051776 -1.3378857 9.3045065 9.6805515 9.4159806 10.7765593 4.8218735 8.0478661 5.2242448 6.3308882 10.0966318 10.7577302 9.9520223 -2.3378857 11.6909456 9.5168718 2.2469553 10.0275057 -1.3378857 9.5942182 7.8726749 9.8775366 9.5190514 0.2469553 8.8474984 0.2469553 10.5632476 10.6548958 10.7033204 11.9059213 11.0217531 11.1587325 10.7791596 11.0174923 7.4564193 8.0553942 9.5242533 10.0864323 -1.3378857 -0.7529232 1.8319178 8.0096249 10.3931316 10.1119259 -2.3378857 9.0090711 8.8914231 11.2038261 TCGA-BQ-7053 57 0 NA 1516 kidney stage iii t3 nx m0 female 2007 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american hispanic or latino NA NA 1 5 3 2 4 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.69926796 9.23454132 11.10352577 9.98878479 12.19073865 15.39984019 11.35592762 11.21327874 7.75950608 6.02369005 7.49301640 11.95122048 4.05214632 2.30006514 6.01793081 10.13695524 10.54425044 10.03407083 2.91011862 0.05213762 8.28696429 9.92981437 10.08660201 7.95452204 5.46999990 3.66685883 10.07832443 10.81141090 7.45302612 11.37054842 6.08005215 9.84737483 10.87611109 7.71035806 7.21201772 2.37406572 10.80932850 10.48024523 10.43558120 7.38976899 1.05213762 11.47885323 2.86925946 9.64787049 8.18528925 1.05213762 10.82940214 10.22488692 8.97770122 10.13967272 1.95902822 5.55994144 10.32623374 0.37406572 11.30244529 10.37210119 8.87072905 4.22207036 9.98914540 12.98320750 10.73995988 8.63616963 7.54400000 15.87630385 9.61915217 8.22081893 11.01775081 4.69600494 9.43962563 7.45089039 10.39976818 6.17626891 13.44898574 2.47370900 7.91624016 10.86372223 6.87551469 8.56488723 4.42718376 10.00924890 8.86672936 12.00924890 7.48468838 14.27477726 5.70319762 9.12921629 11.25656519 12.58711840 -1.94786238 9.15870990 12.91638138 12.49288628 8.90935040 2.69599381 7.84656289 7.73689571 9.51924290 11.60829364 9.29710519 6.89135113 7.99319429 9.14225923 -1.94786238 9.42283428 8.89920434 10.60697552 10.22707257 8.54800190 9.44660962 11.54975546 10.02548552 12.10412046 1.05213762 0.85949255 10.88582760 9.65904240 9.64320160 11.16946526 NA 3.78006858 3.66685883 13.42297046 8.03656542 10.07347389 12.04047652 9.50232702 9.62626737 10.78367805 3.00635189 7.71748245 5.77324736 10.92019771 11.61236024 11.99301192 10.48807752 8.70319866 7.25916136 10.49664410 5.43585191 1.85949255 8.36616351 8.32010374 5.40087602 0.05213762 8.72457217 11.86813047 10.45595780 10.55746217 9.24505612 1.37406572 9.80578143 7.69780509 11.15788841 9.21768197 6.19680570 10.25549483 5.10742843 7.88193314 10.14358219 8.22457430 11.68899800 11.29278917 10.27855899 9.21327874 12.50599620 9.50490279 9.73294581 8.49197772 11.38054131 -1.94786238 7.96802622 10.60529616 5.52146225 9.71114383 10.31424165 10.99246043 9.28696429 10.54124214 11.80849470 10.91517160 4.59130840 10.02584426 8.52611656 5.30007612 7.33985891 -1.94786238 9.05777138 6.42718711 12.33906555 10.84920037 8.76896634 10.58596321 11.30007435 9.35877821 2.22206262 11.19499423 9.24813417 8.69419872 10.96147748 3.44446830 5.65205907 5.36503108 1.37406572 8.15412241 3.72457388 10.84310622 4.20189258 8.90545651 5.81369912 -0.36289988 NA 12.14927369 11.05513762 11.31203722 11.07901603 11.27282746 8.02225295 9.56711226 6.26028353 8.51362615 10.56340537 9.83596354 11.31365417 1.95902822 NA -1.94786238 10.32419338 8.92943093 8.66869568 4.31893139 13.21079599 12.19129846 10.18753555 5.52422983 10.06616738 NA 1.05213762 -0.36289988 NA 12.19576922 7.51362654 8.72368790 11.88543229 -1.94786238 9.30126022 8.96251230 11.17125012 6.78346582 10.46868055 10.52458383 9.65345346 9.37745241 9.08143417 11.89066142 10.92923925 10.05777138 10.32010396 7.80536340 9.54999870 4.13960865 10.16491208 5.61232596 7.31961252 10.16588908 0.00152550 0.01335300 0.00555290 0.00027728 -0.00249380 -0.00650500 -0.00857660 0.64194000 0.00535620 -0.02370300 -0.00415460 0.00152550 0.01335300 0.01335300 0.00166420 0.00166420 0.00166420 0.00166420 0.00332990 0.00027728 -0.00249380 -0.00484610 -0.00622860 -0.00622860 -0.00708610 0.00027728 0.00568300 -0.00470790 -0.00567570 -0.01892400 0.00535620 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1339631 7.0772868 7.4992304 7.3107127 -0.9478624 9.7723911 9.5105535 7.6348532 11.6852556 11.1684112 10.2139086 2.3000651 5.8850374 9.5314218 2.8070251 9.5683394 11.2741870 5.1074284 -0.3628999 6.9101282 5.3467690 -1.9478624 8.3305965 7.8771056 11.2111036 10.9124579 11.1055569 6.8530463 -0.3628999 1.6371001 -1.9478624 10.0955160 7.6778556 9.2069650 NA 5.8913511 9.1730327 10.3858613 9.5614270 9.4396256 9.3768901 10.4710536 11.0951741 5.0855691 10.6009687 9.6422660 7.1632824 5.4271871 9.7698233 4.5757117 14.0328443 11.1264556 9.4519589 13.4649813 12.5501234 7.1341357 8.2044318 10.3461931 7.1580552 10.8743193 6.1814306 13.3205792 8.0661672 7.3627600 3.4097032 -0.9478624 9.8562778 8.2542709 12.6777416 9.3329176 12.1041205 9.4168288 9.0654695 7.9286640 11.0217132 9.5023270 11.9702647 11.9930119 11.5885155 12.7492230 11.0088860 0.6371001 10.8215715 10.1948921 10.5961453 8.2245743 7.7491145 10.3051079 12.9174935 9.0890073 11.4405665 6.0351400 7.2616004 8.5429978 11.4404333 12.2056989 11.7141543 2.5115692 -0.9478624 11.1916982 12.3405083 11.3221443 7.2069645 10.9830690 11.8124510 12.7388662 10.9124579 9.9887848 11.3559276 5.7103574 9.8546632 5.1606701 8.7893941 4.9828841 9.7633837 7.4530261 8.6987057 12.4167528 8.6778556 11.3836237 10.0637235 1.3740657 14.0132347 6.7782625 6.9710101 7.9572031 11.3146822 7.7031983 9.3375490 9.7201454 9.9046763 11.0436687 11.0154042 5.0063429 10.3983835 9.0556648 0.3740657 10.2872636 11.4483502 10.2782579 -0.3628999 11.3285621 9.8643242 1.9590282 9.7201454 5.4784121 9.1376193 10.5452518 9.2450561 9.6630332 7.2220723 9.1814298 4.2419698 10.6052962 10.8790925 10.5813334 12.3390655 11.3117430 11.6050560 10.9614775 10.8080776 7.7952981 7.5539840 10.2034805 10.3735113 1.2220626 4.5322484 -1.9478624 9.5594459 10.4703447 9.5932434 1.6371001 9.3012602 8.8170185 10.5372214 TCGA-BQ-7055 73 0 NA 799 kidney stage i t1a nx m0 male 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 2 1 3 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5863238 4.4413972 NA 8.2730878 9.7238761 NA NA 3.1934721 8.9699028 8.4579123 6.2378639 10.4823358 11.7751411 6.4972499 5.4602577 9.9298716 12.2944605 15.1613696 11.8409281 11.1429317 9.1849916 4.9483579 8.4484984 8.3683956 NA NA 7.5153979 9.1256844 10.8182652 10.9196879 3.4414038 -0.8064175 9.8008001 8.6070976 8.6671754 8.1934697 3.7784294 1.7784189 10.1100957 10.6065687 5.3019936 10.6938137 2.5154097 9.8552479 9.3394018 8.2809327 6.7933822 2.5154097 8.7765525 9.7793712 10.9016914 7.7708984 2.1934564 11.3113757 NA 10.0078839 8.4602564 NA 10.7590479 9.3419464 8.2835820 9.2731144 0.1934564 4.1934721 10.1966995 NA 12.7325073 8.4926776 7.5108820 5.0263619 9.8989726 11.8865210 10.3925286 8.7267995 8.9764679 13.2504460 9.8676619 7.8191783 7.8081797 4.7784346 9.5793322 7.9315619 7.2809322 4.5153971 10.9727787 2.8681534 8.1501946 4.5153971 9.4637651 9.1693177 8.7480586 10.0898021 9.5410910 12.0655674 7.7557121 15.9668754 6.7859271 9.7830085 7.9550210 12.9151030 NA 5.8658941 8.8605811 12.7890769 7.8764641 2.8939058 10.2501075 6.6692026 7.5108820 10.8843407 9.0943366 7.1476659 9.7297169 9.0761128 5.4788715 9.6134298 8.0326734 9.9772865 10.6207826 8.4880904 7.8155216 11.7391148 10.4041410 12.4885211 3.4414038 0.1934564 10.2947889 8.7803094 9.0436565 9.8956424 NA 3.9483579 2.5154097 13.3760968 7.5466167 9.2419567 3.2809266 10.6717337 10.8104780 10.8645684 2.3633954 7.2487521 6.2915023 11.7877943 10.0669138 12.5494966 10.8543570 8.7384341 6.9008294 10.5294183 2.6528995 2.1934564 2.6528995 7.3783451 4.8658941 NA 10.1693177 12.0487275 8.6933155 9.5586985 9.8355215 -0.8064175 9.7708986 8.3304607 10.2646706 11.2313598 4.9213887 9.8667788 5.4413972 4.1003638 11.4080924 10.5991430 10.8150637 10.5630671 11.6036560 9.2941320 12.7630880 9.5410910 9.5674224 11.4938223 5.6364129 NA 9.4660995 10.1885301 14.1683109 6.8624254 10.5377657 10.4666825 4.8373277 10.2555158 10.5559615 10.8512347 2.6528995 11.0825934 9.0710145 2.7784399 5.6692026 NA 9.7209467 6.4972499 11.8280539 8.5964816 8.3608879 10.0661446 9.6446808 10.8579170 5.2158378 11.0657637 9.6426184 8.9781047 11.0958448 3.7170348 4.5857858 9.5120125 -0.8064175 3.2809266 4.8939106 11.8645684 3.8373277 7.3931424 9.2018982 -0.8064175 -0.8064175 11.7319012 10.6092114 11.2598953 12.5096098 10.8287344 7.7821844 11.5453338 5.9619196 10.2575388 11.2436585 10.4126382 10.3438517 4.9483579 -0.8064175 NA 9.8155215 9.5900744 8.8676621 NA 11.9589630 12.7691271 9.5922133 7.9903530 8.3046055 NA NA NA NA 13.2695337 8.7306882 9.1990942 11.6301812 -0.8064175 9.2310166 8.9049991 11.7391582 4.2378620 10.4561518 9.9154233 9.5986112 8.9500260 8.3708892 12.0316888 10.8346183 9.6165856 11.1771759 7.4880908 9.2392293 6.9943693 10.4384281 3.7195339 7.5771743 9.6972955 0.02118300 -0.03749000 0.00027728 0.00066267 -0.00097017 -0.00059835 0.00903120 0.04726800 -0.06544700 -0.76270000 -0.76270000 0.02230400 -0.00796380 0.01656500 -0.00401620 0.00027728 0.00027728 0.00027728 -0.00719580 0.00066267 0.00000000 -0.00059835 0.01586600 0.01586600 0.00930980 0.01098200 -0.00774820 0.02160300 0.04046800 0.06136500 -0.06544700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 10.5444089 6.6197343 8.2460380 6.5415783 5.3322031 9.3758640 9.6982886 9.4851815 10.2011978 10.4916927 10.5080529 NA 5.6529023 9.6863244 2.8939058 9.5879324 10.0373907 5.4413972 NA 6.0263597 2.8939058 -0.8064175 9.4995314 3.1934721 10.0165821 10.4823358 9.8448354 7.8228264 0.7784609 1.1934564 1.7784189 8.4695942 7.6893250 9.5728480 NA 2.6528995 9.539983 10.101862 8.802649 9.856138 10.002434 10.117540 10.769482 3.100355 10.197690 7.984633 6.431874 5.237862 10.441990 7.436644 13.838790 12.036213 9.693316 13.941191 13.188088 7.611322 9.388227 10.035820 3.363395 10.363395 9.615535 12.486079 8.640553 6.333021 3.893906 1.515410 8.707197 8.467265 13.436867 8.784057 12.488521 9.296757 10.652901 9.927332 8.713106 10.671734 11.823964 12.549497 9.103363 12.625359 10.146939 NA 9.554317 10.099609 10.236497 10.599143 7.478872 9.701264 14.173922 7.971547 11.781716 4.515397 6.450858 6.785927 12.208711 12.431427 4.717029 1.515410 NA 9.753803 12.151841 11.452619 6.193470 11.622092 11.7369849 13.1383647 10.4823358 9.9298716 11.8409281 2.0008293 6.8081791 4.6197358 8.5706804 6.1003596 9.6291400 5.3019936 5.4602577 12.3822069 8.7557121 11.2511231 10.3195289 2.1934564 14.9227187 5.3587795 6.3832948 8.3202775 12.3183988 8.2130605 NA 11.5063527 10.5001010 11.0420926 11.0064492 3.4414038 8.0852536 9.1108419 -0.8064175 10.2460377 10.8359728 9.5355444 NA 11.5884682 10.3564904 NA 8.5108824 1.5154097 9.2635906 8.6529012 9.8355215 9.2938824 1.1934564 9.8409282 8.9008288 10.1885301 11.0287306 10.6317417 11.8280539 10.9616540 12.2492605 11.0958448 9.1621365 7.2323883 4.4413972 9.6813098 10.9744195 NA 9.1763921 NA 11.9395641 10.0962593 10.4342610 1.5154097 9.2310166 7.8552479 10.0184285 TCGA-BQ-7056 75 0 NA 612 kidney stage iii t3b n0 m0 female 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 3 2 4 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8854995 4.5171245 -1.5704644 8.3168793 9.7081079 9.0314294 7.5768637 7.5717655 5.9295046 9.4950747 10.7156386 2.7515923 12.1711255 2.2370130 10.3335404 10.8759665 8.0388373 7.4126520 1.2370130 9.8813847 10.5041345 10.3425479 7.5250556 1.0146409 10.9229986 4.0703378 10.0874236 7.9414109 0.4296427 10.8214391 10.2794546 8.6668684 9.7584063 1.4296427 4.4740531 9.4033559 2.7515923 9.8798387 11.2077357 4.6194834 7.9610398 9.1651806 11.8884496 10.3444173 8.7900777 10.5187779 15.8918173 9.5576529 8.6572745 10.5816264 4.9532187 9.8289365 6.9453584 10.7625343 5.3954433 12.7963905 2.7515923 8.2929777 11.6752112 7.5844763 8.7861105 8.9813666 10.1891306 8.2370134 12.2970338 6.7650493 12.2508136 4.3838563 9.0869769 10.9573799 13.0585027 NA 8.2562068 13.3252338 12.6088679 7.9374533 -0.5702501 7.1161589 7.3574368 7.5537798 11.6352990 8.8726019 6.3365494 8.1744923 9.0351381 -1.5704644 9.3327871 9.0860834 10.5368755 9.8251927 8.5290065 8.6170104 10.9069741 10.2625485 11.0764422 3.1300907 1.2370130 10.1828753 11.5971143 9.6614797 10.5765454 NA 3.9215125 2.9532280 13.4848562 7.9765532 10.8235852 12.6940278 10.0762173 10.9600649 11.9251388 3.4296561 6.5171213 8.4685776 10.8770001 10.5273615 11.1308632 9.9561577 8.5460023 6.7916018 10.6641766 6.7057830 1.8890841 7.8890902 9.3023334 5.8046990 NA 9.3115372 11.4407110 10.8057839 11.1421855 9.1020838 3.7872130 9.5781351 8.1677508 11.7961515 11.8290700 4.0146231 9.9008256 4.7872130 7.4756362 11.3651919 7.7196777 11.9055186 11.0827275 9.1240163 9.3337737 13.1541191 8.7605753 10.0009372 8.6644761 10.8543497 NA 6.5224152 10.6539617 9.3087900 10.6186275 10.2837477 10.8422284 8.0662830 10.6482218 12.4415846 10.7541204 4.2370130 10.5992704 8.9539749 5.5895298 8.0535398 -0.5702501 8.4944012 6.3000230 12.2845269 10.6369779 8.7772800 10.7101393 11.1611897 9.3860347 2.1301072 11.5413550 9.1853807 8.9003174 10.6917534 2.2370130 4.9215125 2.5171245 7.0803155 7.5794057 2.1301072 10.8831864 2.6775759 7.6917533 8.1095434 NA -0.5702501 11.8920330 10.8227808 11.5278551 10.8954799 11.7590344 7.2969373 8.7345802 5.9783261 9.7086887 10.7902313 9.8658495 9.4706330 1.8890841 -0.5702501 NA 9.9590891 10.4613597 8.5447021 2.2370130 12.6324711 13.8495200 10.3648235 5.1109687 9.6120530 NA NA 3.7872130 NA 11.9766735 7.2720092 8.0717101 11.5229110 0.4296427 9.2458422 8.5095834 11.4771233 7.3092417 9.4685774 10.8165987 8.9295043 10.9240141 9.1248869 11.3970649 11.3570661 9.5051377 10.2514325 7.5640847 9.4992426 3.6775872 10.5895298 4.7801578 6.7167701 11.3956231 0.0111210 -0.0081624 0.0645110 -0.0076101 0.0012622 1.9740000 0.0000000 0.0251100 -0.0641060 0.0111210 0.0111210 0.0111210 -0.0081624 -0.0081624 0.0146090 0.0146090 0.0146090 0.0146090 0.0024969 -0.0157410 -0.8181100 0.0068044 -0.8178600 -1.2929000 0.0019418 -0.0066432 -0.0102320 0.0165650 0.0123760 0.0529520 -0.0641060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 10.32901548 7.56408469 6.63423023 7.62301159 -1.57046437 10.05308282 12.09010018 8.77509698 10.69468748 11.57288863 9.46651904 2.13010718 6.27514863 10.28023604 -1.57046437 10.65757525 10.82813498 4.78721303 0.01464095 6.76950861 5.40693797 2.23701297 8.60083543 7.79598054 10.21461224 10.90184166 10.37660501 6.56408545 1.75159226 -1.57046437 0.01464095 9.89879152 7.38385460 9.08965439 NA 5.45202539 9.08965439 10.21959969 9.15331946 10.25700119 8.63911203 10.42153459 10.17196800 5.74254254 9.36923766 9.26096586 7.10561523 2.51712449 9.73058307 4.13009894 13.33654911 13.23982844 9.66686841 13.04074096 12.03571665 7.53286784 9.38676052 10.51943998 3.47404660 10.43913731 2.75159226 13.11001803 9.89726403 6.08787013 4.85592493 NA 9.44716301 7.99190104 13.39463106 9.79980096 11.07644218 9.21429338 8.04620728 4.65848000 9.59016035 10.07621729 12.77527166 11.13086319 12.35651043 12.52423108 10.46823466 -1.57046437 12.35595451 10.71100905 10.39760522 7.71967767 7.76950861 10.36556023 12.33288135 7.76057559 12.88054756 7.11265322 9.81659875 8.01462086 11.22833284 12.36556020 12.07024578 0.42964274 0.01464095 10.03421173 12.23065951 10.99641184 6.08071095 11.03952981 11.52125921 12.58518830 10.90184166 10.18788179 11.42930625 4.01462310 7.78940779 5.51712134 9.45479814 4.07351179 9.69644511 2.75159226 6.73343976 12.37196682 9.66686841 10.58447664 9.86167829 2.33654048 12.49768099 8.12704304 8.01837324 7.28546141 11.61994620 6.55894106 1.42964274 8.89011437 9.94880333 10.46609319 11.81241760 2.42966952 8.94732777 8.92251305 5.01462310 10.56793032 11.48086743 10.16012870 0.01464095 10.22650925 9.71852466 2.42966952 9.08697691 10.27318705 8.11965653 7.13356250 9.10208384 8.72726259 -0.57025015 8.97848052 2.82197547 10.65396169 11.02864146 10.74707114 12.28452689 11.46926303 11.85631639 10.69175338 11.24684206 8.25779513 5.87260224 10.15289285 10.44158463 NA 2.75159226 2.95322798 8.12488693 10.48150975 8.83267043 0.42964274 9.24584217 9.26964965 9.92151161 TCGA-BQ-7058 81 1 343 NA kidney stage iii t3 NA m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 3 2 4 4 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6549797 4.8320292 NA 4.9231777 9.5348781 10.0414812 10.3203919 3.8320292 0.8934399 8.6371407 9.4209053 8.6460878 7.3473848 6.4274067 6.2509805 9.2928843 10.7162646 5.5752518 7.7719905 7.0566583 10.9608627 8.6190788 7.4982908 7.8241658 0.3084774 8.1757446 9.7482967 10.3819380 6.5563926 NA 11.4405574 -0.5024643 9.4130645 8.0261422 2.3084774 11.5895265 9.3705120 8.1476695 9.9158331 0.8934399 4.6303938 9.8896664 3.4783894 10.0558197 10.8271190 2.4784024 2.3084774 9.1077475 10.6168048 11.1389811 9.3126863 9.4933411 16.3417705 10.5845902 7.6921698 10.9848637 4.1664503 8.9932144 6.9450903 11.9800069 3.7678984 12.4367824 2.7678878 8.2421566 10.6337713 7.2914590 9.0397849 4.2626587 10.2633892 8.5563934 12.3394777 6.7760711 14.8383447 5.1664463 9.1615726 8.0089053 12.5447791 NA 3.4783894 16.0102190 11.9984638 9.1093658 2.6304055 9.1093658 10.5087514 8.9559242 10.6093903 7.0019531 6.8162605 7.9844230 8.4607508 0.8934399 9.0175498 7.9046557 10.6438562 10.4390364 8.5420854 7.4783911 11.3566325 10.1214453 13.5403620 3.5563926 NA 11.1621653 9.9958415 9.7922816 10.8226867 0.3084774 2.6304055 3.4783894 14.2199046 9.3852815 10.1803711 13.7822984 7.2626624 11.3168945 11.7249995 3.3084628 8.3446395 5.4582114 10.6671170 11.5510445 12.1911089 9.9844229 8.1880492 10.2590217 10.7061404 4.0633562 2.1158323 2.8934205 10.4169903 4.0089081 NA 9.0716782 10.7141392 10.2047983 9.7740322 7.4683373 2.1158323 8.4958179 9.0499329 12.2173744 13.8396036 4.5938676 10.0149618 5.0898244 5.4821932 11.5581719 7.6483159 11.7753071 12.9585078 10.0465580 9.8083117 13.2875337 9.5396869 9.1926363 8.2597503 8.6053821 2.3084774 6.7007837 9.8505304 2.1624679 10.2238523 9.4771380 11.1822944 8.6900088 9.5007586 11.4058396 10.9568234 3.3959265 10.4293517 8.7038285 2.7678878 7.0295655 -0.6915226 6.5468713 4.8003201 12.4555117 11.7747973 10.9958415 10.5740809 11.5066039 9.2258379 2.6304055 11.4745285 9.0650221 7.6571941 9.5880763 0.3084774 6.3418897 5.5563926 0.8934399 6.8934277 4.6303938 10.2399420 3.2153524 6.5372852 6.1539553 3.7007837 NA 11.7859711 11.1578709 11.4989078 10.5354800 11.4444957 10.0574973 7.7555493 5.7618198 8.0996287 10.8117947 10.4752566 11.0963684 1.6304055 NA NA 9.6986349 9.8735679 7.9341744 5.4783894 10.0423286 11.5696793 8.9826582 7.6688304 9.1190376 NA 0.8934399 -0.6915226 7.8783213 13.1858458 6.2509805 7.9450903 10.8792702 NA 8.2153563 8.9491085 11.2123477 6.0227118 8.6281378 11.0363863 8.6438562 10.0071705 9.2886054 11.5784691 11.6505405 9.0516174 10.5099771 7.6483159 8.5563934 4.3084628 8.1061274 -0.2693383 5.6674238 11.9211040 -0.00747200 0.00319100 0.00000000 0.00722170 -0.00069303 0.00763920 -0.00981850 0.75738000 -0.02233200 -0.02657700 -0.02657700 -0.00747200 0.00319100 0.00319100 0.00000000 0.00000000 0.00000000 0.00000000 0.01391100 0.00722170 0.00360760 0.00763920 0.10395000 0.10395000 -0.00981850 -0.00539920 -0.00041585 -0.01119800 -0.03531200 -0.04726000 -0.02233200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 9.5799289 7.7760711 6.6747883 8.6134333 3.0088992 9.6780631 10.2590217 7.5076963 9.4995250 11.8878666 10.6298302 1.8934399 6.3084665 10.7524454 3.3084628 7.7305306 11.2520795 5.0898244 0.3084774 6.5658530 2.6304055 NA 8.8281022 7.0766499 10.6634149 9.9835408 12.2260598 6.7007837 0.8934399 NA -0.6915226 10.9949664 6.7430935 8.4808932 -0.6915226 4.9808890 8.4982904 10.0363863 10.1949245 9.8887244 8.9844227 8.3906148 10.1911088 4.8320292 9.3785868 9.3349892 8.3418888 5.3308344 9.4945800 4.8320292 13.7017893 11.8635342 8.7368261 13.3151426 12.7616078 6.5563926 8.3168942 9.2785717 5.7678984 10.7826788 6.6571941 13.9184525 5.3745561 11.6153819 2.6304055 0.8934399 10.8962434 8.8840050 11.9802280 8.7029286 13.5403620 8.7617364 8.5105897 7.0700168 11.1270480 7.2626624 13.8104274 12.1911089 10.2502471 13.1905357 9.8999882 -0.6915226 11.4827674 9.8877817 10.0329797 7.6483159 7.0499324 9.9541243 13.0955522 6.8553606 11.2358734 5.7178573 7.3252740 6.9738018 11.4432130 12.0520380 6.8241658 3.3084628 2.8934205 8.8162605 12.6052387 10.4926470 6.8398475 10.4505729 11.1373957 12.4238347 9.9835408 9.9675698 11.4955085 4.7347313 8.2243452 4.8003201 9.9130191 5.1413551 9.0749948 5.5752518 8.3391329 11.4985745 10.1718778 10.9318901 9.6168048 2.7678878 15.0146650 6.3536250 6.4582130 8.7730525 11.0076044 7.0566583 1.6304055 7.9305174 10.2243452 10.0554336 11.7622509 3.9523242 9.0733375 8.1061274 0.3084774 11.6062419 11.5746667 10.7404857 NA 10.7560657 9.8543956 4.9808890 10.2406806 9.9450904 7.4632840 7.4531241 7.4683373 9.2959571 4.7678984 8.9194906 2.4784024 9.8505304 10.6986348 10.0490898 12.4555117 11.7663597 11.9208736 9.5880763 11.4976727 8.0363863 7.2971501 9.7791248 10.1020691 NA NA 2.3084774 8.2857457 11.5894743 8.4248100 1.3084774 8.2153563 9.3718609 10.4752566 TCGA-BQ-7059 71 0 NA 232 kidney stage i t1b nx m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5746798 5.0601079 9.7661308 11.2057498 4.5051414 13.2482694 10.9367782 9.8421273 9.2280096 8.1959558 7.5381540 5.2421032 12.3293315 10.9605168 10.2300316 7.2685766 0.4871776 11.3416676 2.3606452 8.8019133 7.6868892 0.7502635 10.1271002 10.0733060 8.3150359 9.9840347 3.1194890 9.1353946 10.4553076 2.2527487 11.6348034 9.5184356 9.1070701 6.3600464 10.6666235 12.9359527 10.4138094 8.9218451 8.4060800 15.5362068 9.9033810 7.6040810 10.7282466 4.4132149 9.2360807 7.2868220 12.4632081 5.8999973 13.7013235 3.0232731 8.3189296 8.8341736 6.7577460 8.6956950 4.6082297 9.8876694 9.6711003 12.6463314 7.4250321 14.8197360 6.9499236 9.7736361 8.0915845 11.1976790 NA 5.8019140 12.2510102 11.3560395 8.3686370 10.6475925 7.7744675 11.1398826 9.4309039 10.8767407 8.5228408 7.6691147 8.5543824 9.6149533 1.1653010 9.8557233 9.1911204 10.2209102 9.9540071 9.1987117 8.7246660 12.6388404 9.5683008 14.0246294 2.9201789 2.5576061 10.0448721 8.9671184 8.8587758 10.8014602 0.1653010 0.9726191 2.2527487 13.7221540 12.3267356 9.4291448 12.7504861 9.5720252 9.5473723 10.5730876 6.0294750 7.2096824 5.1765143 10.9314035 11.0184034 11.6393432 9.7107360 8.9384281 11.2159877 10.5970476 2.5576061 1.8657209 4.0232731 8.9159959 5.7502501 -0.8346990 9.8181338 11.8620390 9.9830718 10.2884402 9.6932545 1.1653010 9.4905942 7.4690695 9.5310535 10.2948938 6.1136567 8.7753907 6.1136567 6.1652889 9.9997598 8.3637340 11.6272797 11.8791049 9.4506910 8.8700570 12.1404203 9.2293579 9.3594300 9.3544956 7.4849606 NA 8.4587605 10.7025072 3.1370608 8.5273640 10.3719980 10.7900842 10.4170670 10.5473724 10.8010069 11.0667214 3.8657308 10.4399581 9.0863934 5.3451976 7.9084401 NA 8.3625054 6.9466490 12.3911740 11.5608229 9.0348826 10.4108415 10.3308239 9.5683008 1.1653010 11.0093610 9.0878733 8.4203173 10.3479935 3.4506966 5.4226770 4.9726421 1.9726559 8.3686370 3.5576061 10.3548045 -0.8346990 10.0830338 5.2313786 NA 3.5915478 11.8208195 10.6328944 11.6267682 10.7935065 10.9629503 9.4827015 9.5331239 6.6607447 8.7483717 10.5200891 9.6257446 11.6916658 6.4506916 -0.8346990 -1.8349564 10.1827932 8.8082431 8.5778586 6.2205718 13.3896297 11.2537458 10.3439536 7.5328562 10.0691706 -1.8349564 2.4132149 0.4871776 3.4872162 13.8980657 7.8605172 8.5435837 11.5840638 -1.8349564 9.1841843 9.5787527 11.2827696 5.3649611 11.0949171 10.0444891 8.7900842 9.4402492 8.9830720 11.7718097 10.1078033 10.9635581 10.4297313 8.1267385 8.9268401 4.1652849 8.9050692 4.3182807 7.0683269 10.5376097 -0.00415460 0.00055459 0.00305220 -0.00484610 0.43260000 -0.00221680 -0.00968060 -0.00595220 0.03284500 -0.00415460 -0.00415460 -0.00415460 0.00055459 0.00055459 0.00332990 0.00305220 0.00305220 0.00305220 -0.00124730 0.00638710 -0.00512270 0.00388540 0.00013863 0.00013863 -0.00885260 -0.00512270 -0.00277070 0.00000000 0.00430210 0.00055459 0.03284500 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 9.9641655 6.9433658 9.3427083 6.8708517 3.6247209 9.3947086 9.5206399 9.6089680 10.6084914 11.3129278 10.2330593 6.3796071 5.4781726 9.5899799 2.6888517 4.3150372 10.8836076 6.1136567 -1.8349564 5.7351430 5.7946446 1.7502635 8.6651348 6.4827015 11.4016797 11.2956985 10.6049899 7.4849606 -0.2498223 NA -1.8349564 9.8363875 7.8587755 9.3856670 -0.2498223 6.7946459 9.757746 10.450113 9.217177 10.407867 9.282282 9.311858 10.196645 3.374747 10.287470 9.208316 6.315035 5.284229 9.412029 5.422677 13.382376 10.174768 9.540871 12.925593 12.937655 6.949924 9.366187 10.054793 10.725860 10.082288 5.801914 12.941876 4.023273 8.597831 2.688852 -0.834699 10.835945 8.459909 12.958790 8.699592 14.024629 8.719878 8.574680 12.549600 10.778157 9.572025 13.547237 11.639343 13.016696 12.412623 10.754238 1.972656 10.802819 10.437919 11.499841 8.363734 6.916832 10.018598 12.616049 10.623183 11.276586 5.345198 6.041806 7.906756 11.127643 11.952783 8.599917 NA -1.834956 8.710253 12.732235 9.971428 6.268577 10.681481 11.973851 12.691177 11.295698 9.832844 10.895547 6.812747 10.400705 3.865731 8.949106 5.641023 10.052509 4.505141 7.857032 12.354724 8.290702 11.459048 10.429438 1.750263 14.538834 6.749124 6.761478 7.761031 10.406676 9.344576 5.209683 9.582086 9.641022 9.419136 11.083593 9.798738 12.571627 8.348924 3.972647 11.799986 11.098795 10.515952 -0.834699 11.471066 9.037964 2.252749 10.964773 4.165285 9.116573 7.823500 9.693255 9.976278 4.704446 9.712665 3.557606 10.702507 10.908019 10.754706 12.391174 10.590242 10.970226 10.347993 10.616242 7.417955 8.690810 9.992234 9.929746 1.865721 2.809147 NA 10.099717 11.296971 7.779998 1.165301 9.184184 8.386876 10.815443 TCGA-BQ-7060 53 0 NA 214 kidney stage i t1a nx m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA american indian or alaska native not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.37448756 7.74335474 -0.11669200 11.67821116 2.54626478 8.50779345 7.95476513 3.10569484 11.39538456 9.83166985 8.26700668 9.57434811 0.88330800 6.69921985 10.87435189 1.62025795 11.64762131 9.95655156 10.52143673 3.05323300 10.69172782 10.68608814 10.25870405 8.45821137 6.40162705 15.72644665 9.82972147 8.31931987 10.40817071 4.56512798 9.20898271 7.42762293 11.87600489 4.29834306 13.95272435 3.10775481 8.28059216 8.19164161 6.71196839 8.45315826 2.38578994 9.52836053 9.49923859 12.54745352 7.30396427 15.59319787 6.22907835 10.06876028 8.35497793 12.35557029 -1.70181093 6.94219661 13.83886166 12.85196935 7.93858515 7.62252044 7.96545185 11.12826092 8.62925679 10.77483317 8.46324684 7.23791930 9.20071522 9.52475228 -1.70181093 9.76186450 8.35497793 10.91028700 9.59008642 8.92496181 8.71408166 11.39354089 9.33794452 14.36131372 1.46827050 4.27561798 10.63902473 9.98571573 9.01943922 11.22611802 NA 2.62025795 2.20523610 12.88968708 6.96367641 9.46763876 13.50885921 10.05489635 9.67337957 11.04191222 2.94219544 8.26268073 5.59296227 11.51129235 11.87328830 11.73221755 10.42987557 9.15554358 9.05072071 10.24853140 1.62025795 -0.11669200 5.48816470 9.19996110 5.29833939 0.88330800 10.11652279 12.24424106 10.00526776 6.40162705 10.05322757 -1.70181093 9.57911074 7.29551917 10.30899754 11.89476279 5.70773184 8.33038585 5.36442886 4.74128360 10.66984448 9.11292241 11.65437928 11.21253827 8.72460491 8.94416064 12.41817281 9.33313902 9.98308866 8.90474540 9.01687290 NA 7.42762293 10.32036102 -0.06945188 9.82075481 10.69333859 11.13655914 9.37448767 10.61405570 11.08460970 10.56512655 3.75777001 10.37315052 8.69819486 4.60211833 7.15008946 NA 7.91855976 7.26988407 11.56410161 11.21496600 9.71143898 10.32797237 10.38911407 9.28062069 -0.11669200 10.91374213 9.25471615 8.43789145 11.11951609 4.70772908 5.82972274 6.76186500 4.07970237 4.77407542 2.62025795 10.90936487 0.62030488 7.72040502 4.53214861 NA 1.10567808 11.77166530 10.49524955 11.13616504 10.65671650 10.54774979 9.86629617 9.01086710 6.58960321 7.53674454 10.37882447 9.85532496 10.24305209 8.72355583 -0.70157629 -0.70157629 10.46073141 8.56746673 8.76696414 6.56980246 11.78994268 9.97605970 10.92541788 5.79810496 10.54091874 -1.70181093 1.46827050 NA 5.95655156 12.69467726 8.58605238 9.03135549 11.09174016 -1.70181093 9.44745212 9.12772200 11.71434582 6.28133289 10.54359564 10.23276807 9.94309762 8.96456411 8.50291134 11.51614632 10.35226594 10.50657437 10.23534592 7.35090825 9.33275380 3.94219544 9.57038665 5.27573343 6.01943950 10.75879593 -0.00110870 0.00972760 0.61063000 0.00083195 0.61516000 0.00055459 -0.00899060 0.59062000 0.09783300 -0.02999400 -0.00110870 -0.00110870 0.00972760 0.00245640 0.60137000 0.60137000 0.60137000 0.60137000 0.00000000 0.00083195 -0.00180140 0.00055459 0.00610900 -0.00346270 -0.00899060 -0.00138580 0.01126100 -0.00193990 0.59512000 -0.02575600 0.09783300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 10.166005 6.633731 8.771031 7.780160 5.467364 9.331075 9.546861 8.245583 10.399002 11.021011 10.904283 -0.116692 5.458211 9.354978 5.407281 8.445545 11.685819 5.364429 -0.116692 6.606679 4.546265 NA 8.113723 6.611223 11.096046 10.780139 10.792546 7.246707 -0.116692 -1.701811 -1.701811 9.412082 7.243784 9.339999 NA 5.385804 9.2834704 10.1813651 9.5120518 9.4844544 8.9466975 11.1282609 11.0646619 4.1056948 10.5010761 9.7587960 7.0194395 4.2052283 9.5456742 3.4682705 14.0447494 10.6258927 9.3990025 13.2728891 12.8547862 7.0927561 7.9987800 9.9024300 8.7024172 10.6679374 4.4480882 12.8881082 0.2983064 9.3522659 1.6202580 -1.7018109 10.5572005 9.1185191 12.1284591 8.3684611 14.3613137 9.1032778 9.7781203 8.5367449 11.3882870 10.0548964 14.3213146 11.7322176 12.4184159 11.7920704 10.6083848 0.2983064 11.1336010 10.3485288 11.5158434 9.1129224 7.4094758 9.6426359 12.7022175 9.5077935 11.3291779 5.4582114 6.6949442 7.8776559 11.5438928 12.0257288 7.6426359 NA -0.1166920 9.3116627 12.1572924 11.1967525 6.7901934 10.7138178 11.6973509 12.4636396 10.7801395 10.0031083 11.3771580 5.4682640 9.1000483 4.7412836 9.1040840 5.7659457 9.9547650 2.2983357 9.3844762 12.7627550 9.0755955 11.0523924 9.8748245 1.1056781 14.8759754 8.1593027 7.5462679 7.8001771 11.1473541 7.7557208 2.8833080 9.4140340 9.8041517 10.1047648 10.4201973 8.2320309 10.5831641 6.7246053 -0.7015763 11.4076810 10.7451649 10.0598913 NA 11.3741534 9.5975481 0.6203049 10.7005528 4.0532243 9.3413674 7.4906327 10.0532276 9.6583311 1.1056781 9.2926934 1.4682705 10.3203610 11.1669697 10.6356832 11.5641016 11.1752406 11.6095207 11.1195161 10.7564903 7.5906619 8.7225063 9.5889350 9.6275758 -0.1166920 -1.7018109 NA 9.1406905 10.5537140 9.9430976 NA 9.4474521 8.8490870 11.3996592 TCGA-BQ-7061 83 0 NA 218 kidney stage i t1b nx m0 female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 3 2 4 4 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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5.2175913 9.6569255 5.1643478 10.3411881 8.3221711 8.3258127 8.2409239 3.5013882 10.6770231 10.3426866 10.4208153 7.8437766 NA 11.3581123 2.7949980 9.6462854 8.2254109 3.6636520 10.8110232 9.9545571 9.4191116 9.6253185 4.3378823 5.7015241 10.9372511 2.6326405 12.0638994 10.4846495 6.7565256 5.3282369 11.1592472 12.0922387 11.0674385 9.3486655 8.1548267 15.9570113 9.6019215 7.5664476 11.0798919 3.9670487 9.8386877 7.1090669 12.0922387 6.2070983 13.3462396 1.3075451 8.7325551 10.9282482 7.4775737 8.5237521 2.6940333 10.3194339 8.8664571 13.5081780 7.8789049 13.9353672 6.7814922 9.9989018 7.1146918 12.2417273 NA 6.1479864 13.6504056 12.3949749 8.8580982 2.0159614 8.3793623 9.3640955 8.7699542 11.7420622 9.5179274 6.7274522 9.2331882 9.3166915 0.4310345 9.9658815 8.3390875 10.4710107 10.6566845 7.1397345 7.8522186 12.1559684 9.7177839 13.2566694 2.3569889 0.4310345 10.2651501 10.2402809 8.9244503 10.5024574 -1.8911076 3.0159614 2.8639583 13.9920443 9.8441998 9.5736127 12.6853742 10.2802438 9.8597739 10.9610112 1.1090931 7.3282351 5.8904272 11.2637269 10.0372151 12.1249559 10.4405438 8.6148784 9.5369036 10.5189882 3.9164193 2.8094968 3.1534649 9.1055406 5.2175913 -1.8911076 8.4309952 10.6099089 10.5444768 10.2162840 8.2267099 3.3185193 9.2802437 8.2727166 10.9898845 11.7911837 7.6732165 7.8656232 5.4753897 4.2723666 10.6183471 8.7511186 11.8835452 12.0989936 9.8134030 8.3909969 12.3702804 9.1383542 10.3173014 8.9760987 7.3038237 0.9164002 8.7699542 10.3646857 2.9926959 10.5488148 10.1721249 11.0055886 8.8146994 10.5651646 11.0288614 10.8454689 4.6326288 10.5592473 9.0846856 3.8904272 7.7797233 -1.8911076 8.2097292 6.3990856 12.2648339 11.1751562 9.5295535 10.0636268 11.2875762 8.9002298 2.9164193 11.2113889 8.6277203 8.0734079 9.7681709 3.6326288 6.4354969 5.7601198 1.8094968 8.2739741 4.1965284 10.6465281 4.4666206 7.8741041 5.4149473 NA -0.3059667 11.8206264 10.3255098 12.2147300 11.1025362 11.1162695 10.3093525 10.0623650 5.7535724 8.5035296 11.3680746 10.3357802 11.6929724 0.9164002 -0.8908401 NA 10.0297920 8.7645976 8.5888473 4.1534649 13.3221332 11.8192277 8.2241107 5.6842268 9.7995015 2.1965441 -0.8908401 0.6940333 1.1090931 12.6630562 8.2460579 8.8454690 11.9302430 -1.8911076 9.1751560 9.9281444 12.0165210 6.2889768 11.1973583 10.0973967 10.0167087 9.7052567 8.6959068 11.2973467 11.1030668 10.1185457 10.4718327 7.6751208 9.2377057 4.5520081 9.1272672 2.9179663 5.9757288 10.8263150 0.0000000 -0.0242510 -0.0224260 0.0637950 0.7965800 0.0341130 -0.0058140 0.0376750 0.0505340 0.0000000 0.0000000 0.0000000 -0.0070576 0.0468420 -0.0144290 -0.0144290 -0.0144290 -0.0144290 -0.0263370 0.0437230 -0.0020784 0.0125160 -0.0121620 -0.0121620 -0.0058140 -0.0022168 0.0026357 0.0059700 0.0311550 0.0503920 0.0505340 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 10.0867047 6.8233125 7.2097292 7.2451866 1.1090931 10.0431264 10.0679822 8.1494799 9.0906343 11.1496324 10.5171313 1.5685186 5.9228472 10.1925463 5.2280067 7.4622135 11.6057959 5.4753897 NA 5.9228472 5.4219504 0.9164002 8.8301663 6.9387892 10.7150511 11.1734730 11.0854324 7.2638851 2.4310078 NA -0.3059667 10.3776090 7.1724625 9.1575538 0.1090262 5.9164217 9.2758577 10.1892183 8.7699542 9.8664569 9.9148109 9.3787782 10.7454650 5.1314331 10.2761714 9.3944691 7.2280077 4.8095071 9.8784916 5.7529225 13.7079918 10.5037976 9.4202476 12.5399115 12.8044040 7.4927713 8.9002298 10.0178348 7.9514176 9.6321388 4.1314331 13.0614442 4.5685004 9.9459063 3.5684943 -0.3059667 10.7508929 9.3148603 12.5560210 8.8969696 13.2566694 9.7292868 8.9451172 7.2588138 11.5422612 10.2802438 15.1346175 12.1249559 11.8831334 13.2727953 10.3776090 0.9164002 11.2923922 10.3010515 11.1628232 8.7511186 7.3233863 9.9654925 12.7284846 9.0256930 11.7420610 5.7955670 7.2357711 7.7654917 11.2892869 12.4107775 8.2814943 NA -0.3059667 9.6380094 12.4441083 11.3711603 5.9292466 10.8397494 11.3099656 12.7392203 11.1734730 10.2556356 11.2690959 5.1534608 8.9709293 5.9545569 9.7033916 4.8233112 9.9572987 5.2175913 7.4666190 12.4423572 9.7126933 11.2338345 10.3050543 1.9164384 14.3399130 7.7709341 7.0189601 8.2216760 10.7795019 7.7990646 4.9419561 9.1438658 9.8726943 10.5159974 10.6846062 6.4927713 10.1825391 8.7182458 NA 12.0873305 11.4587629 10.3249033 -0.8908401 11.6315259 9.7752909 1.5685186 10.1115305 6.6009194 9.1418016 7.8505338 8.2267099 9.3827053 3.9670487 9.1355905 3.4309944 10.3646857 10.9138030 10.6634160 12.2648339 11.3449316 11.5759082 9.7681709 10.8848830 7.3185202 6.5056718 9.5888473 10.3605494 NA 0.6940333 -1.8911076 9.8327279 11.5969070 9.5756533 4.6168634 9.1751560 8.6760724 10.9549490 TCGA-BQ-7062 64 0 NA 116 kidney stage i t1a nx m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7757173 10.6289560 10.1244084 7.4264291 2.6164283 11.3051157 2.1163315 8.9097347 8.4366649 3.9555360 10.9800463 9.6134992 9.1779307 9.6255498 4.3514658 8.6801119 10.3550692 2.8230971 11.9807265 10.1194748 9.3806253 6.9681380 9.2461102 14.7971027 10.2337841 9.4086284 8.4264291 15.6587438 9.5912725 8.1408487 11.3226274 5.0999264 9.1595089 7.3823914 11.2056290 4.3124764 13.4384701 3.9126403 8.6810212 8.9015469 6.4490776 8.5020266 1.8230971 9.8858608 9.1738572 12.2385048 7.0941917 15.0969932 5.8573590 9.6402489 8.3124728 11.2036324 NA 7.4241444 13.4512532 12.7972269 8.5800294 8.9634264 7.8056426 11.2894391 8.3870911 10.8966118 8.1738575 7.9790742 9.5394460 9.1099124 3.2101083 10.3776769 8.8624291 9.9918567 9.6559780 8.7897599 8.6114926 11.9107305 9.4022589 13.2020081 0.7076131 3.8505694 10.8269843 9.4680536 8.8065203 10.5071623 NA 2.0295236 3.4445743 13.2913597 11.3818031 9.9945536 9.1656756 8.8343152 10.0083447 11.4184173 4.2311712 8.4184172 4.0533894 11.1598521 11.8084922 11.4866065 10.3281362 8.2570748 9.6393333 11.0435594 4.2101083 1.4445611 4.2925756 8.9547471 9.2755670 -0.8772610 9.0636960 11.9310093 10.8812880 11.4951054 9.7524603 2.8775283 9.6309383 7.7719047 10.4221941 11.4318405 5.8437477 8.5095886 5.6925053 5.6306821 10.8154818 8.5309782 11.7289379 11.4964651 9.3987728 9.1898137 12.5419502 9.0941920 9.2027997 8.3964438 9.3375746 0.1226065 8.6530546 10.4281402 1.7397185 8.8329381 10.1408486 10.5304472 9.1464027 10.5515319 11.5532316 10.8756561 3.9555360 9.7193041 9.2658785 4.9930131 8.2034660 -0.2924752 8.5841278 7.1394562 11.9874149 11.3478558 9.1042156 10.3970265 10.9378315 9.0629619 2.5149554 11.0619705 9.2532190 8.2950760 11.1536603 4.4624974 5.3321028 4.6462087 3.1226562 6.7483566 2.2101083 10.5095886 2.6462087 9.0956280 5.1806412 NA 2.2101083 11.7139369 10.8334548 11.9059536 10.6974784 11.3244660 7.7665044 9.1663592 6.7156655 8.8990813 10.6026811 9.5577978 11.1408486 9.2742992 0.7076131 -1.8772610 10.4804753 8.8924864 8.9814066 3.9806286 12.5351521 12.1251997 10.4198513 6.4152922 10.4440128 -1.8772610 0.9300182 2.1226396 1.8230971 14.5781040 8.0548040 8.8833682 10.8207018 NA 9.3870911 9.1569522 11.1989630 6.8161350 10.7474438 10.2538623 9.6858447 9.2589987 9.2167260 11.4482349 10.1425865 10.4856881 10.6346481 7.9539555 9.4430316 4.9681368 9.7387376 4.9040071 7.1081773 10.6753175 -0.01285100 0.02665400 0.54136000 0.00000000 0.31193000 -0.01807800 -0.01917700 0.49604000 0.10848000 -0.01285100 -0.01285100 -0.01285100 0.01153900 -0.00512270 0.54136000 0.54136000 0.54136000 0.54136000 0.00000000 0.00000000 -0.01050800 -0.01807800 -0.00622860 -0.00622860 -0.01979700 -0.00548010 0.00033504 -0.02285300 0.50221000 -0.06504500 0.10848000 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.502 0.502 0.481 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.502 0.502 0.481 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.108 0.108 9.9856730 7.1967900 8.3013133 7.9621516 2.1990284 9.9495940 9.5784893 9.0999282 10.0970629 11.2111816 10.6571945 5.0768455 5.4355319 9.6709887 4.6462087 6.2415885 10.8827445 5.6925053 -0.2924752 7.0504266 4.3894360 -0.2924752 8.6452301 7.9634261 11.4982865 11.1830066 10.9938856 7.5320395 0.1226065 0.1226065 0.7076131 9.8356052 7.7844268 9.0819260 -1.8772610 7.0385273 9.4355313 10.3750181 9.4807500 10.7031425 8.7151054 9.2944507 11.0728397 3.3321064 10.3415143 9.4172692 7.0415113 5.8437477 9.3081433 6.3466502 13.3163277 10.5447131 9.6781961 13.4183814 12.8019635 6.9837358 8.4252872 9.7492701 10.6726736 10.6107396 6.7410341 13.6799026 4.8908309 10.3773818 1.5820742 -0.2924752 9.9186880 8.4400610 13.1496904 9.5052725 13.2020081 8.9930131 8.9968613 11.8587332 10.6381018 8.8343152 13.2694954 11.4866065 12.2760421 11.9476071 10.6175039 3.8505694 10.7837584 9.3970266 10.8643260 8.5309782 7.4057371 9.8999037 12.7204100 10.4779994 11.4212838 4.8641168 5.9868341 9.1338756 11.1380634 12.2294566 9.6772373 NA -0.2924752 10.1460562 12.6771773 11.2190291 7.3917755 10.6887024 11.7795201 12.0798411 11.1830066 9.9945536 11.3670122 7.6695427 9.3272196 3.9555360 9.0724751 6.6304433 9.9527675 8.0927545 9.3075237 12.9574058 9.0511668 11.2210095 10.0060553 2.5149554 15.2197340 7.2333407 7.0415113 7.4336697 9.6632608 8.8775360 7.3964438 8.9665695 9.8152638 9.0761173 11.3869443 8.8126465 11.6888214 8.0430010 3.6144978 10.7092537 10.7186051 10.3433290 0.7076131 11.1755560 9.7538255 3.6144978 10.8446020 5.5572753 8.9579094 7.3345370 9.7524603 9.7059003 4.7950760 9.5128173 2.7076131 10.4281402 11.2698533 10.4605490 11.9874149 10.6944010 11.1391085 11.1536603 10.9468116 7.4057371 9.3508658 10.0310410 10.1735174 -0.8772610 0.9300182 NA 10.4688851 11.2026797 8.9999324 1.1226727 9.3870911 8.3847432 11.5959736 TCGA-CJ-4634 60 0 NA 3498 kidney stage i t1b nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 3 4 3 7 2 3 NA NA 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.04181340 10.73954385 8.03705050 NA 10.77279333 2.84217432 9.08979393 8.15428801 -0.52512271 10.01008341 9.76655442 9.00716410 9.67837021 0.05977058 6.22969558 8.98061973 2.47479943 11.15142639 11.10689449 11.04300178 6.33278848 11.73082359 12.92917166 10.63215505 8.38919336 10.51235500 15.53947719 9.61179925 8.94851383 10.20570273 4.74159642 10.13836614 7.48043236 10.61211950 7.76021030 12.67018030 1.68737428 7.14199062 10.28457625 11.41860494 8.91151962 2.47479943 9.70182227 8.42754919 12.35458277 7.83455764 13.81894966 9.55429280 10.59438797 7.70602903 11.82201420 NA 5.70362677 11.99947224 12.03263075 8.19590711 3.22969558 8.79786284 10.33860715 7.69880952 11.55345929 10.14546437 9.20697551 9.47057530 9.33201148 NA 10.12361499 8.47621641 9.58920114 9.93218891 8.97265992 8.05789103 11.74151413 9.62201301 11.63704205 -0.52512271 1.28214323 9.57415583 9.77412485 8.91151962 10.29698054 NA 5.65471622 2.72272831 13.33565259 6.51920220 10.88446422 12.02182309 10.11505302 8.63341777 9.38320077 4.08951510 6.81019886 10.95231340 11.26291465 9.91308014 11.29838430 10.83373395 8.69518652 9.11866418 10.52022648 4.20273115 2.79674310 6.57809639 7.98853587 1.05977058 NA 9.56425850 12.49396442 9.51441266 10.60312465 9.84386014 3.22969558 10.51646720 7.89897437 9.99093657 12.05164668 8.01977251 9.72095491 6.04466296 6.12585977 10.50029377 9.33511921 11.95269280 10.68090669 13.65999326 8.71883902 11.20612713 8.54224257 10.63467939 9.54089734 10.07750699 1.47482538 8.48603534 11.14391459 12.01030098 9.48997216 9.84604021 11.47832603 8.46207196 10.34517280 11.11165924 10.72599458 5.32029693 9.45780172 8.14942400 5.79673531 6.58333254 0.47477348 8.76252057 7.76482715 12.65214976 9.51578261 9.25944293 10.69639520 10.56326512 9.44850538 9.48323677 10.65327064 8.80908126 7.99247728 10.58594378 1.93425228 5.14723342 8.33589499 2.28217289 7.17871165 3.83236346 10.71708903 7.02555487 9.74987915 5.66848225 NA -0.52512271 11.03800440 10.53313814 11.62280794 11.23802049 11.43317954 7.70122050 9.45983875 6.02501550 12.00362845 11.54744318 9.91619611 11.34478745 -1.52533034 0.79676386 0.05977058 9.95811999 8.69276578 10.00667686 5.98260348 13.89440624 14.74760188 10.91878760 7.31060551 9.97763984 NA 1.05977058 -1.52533034 NA 14.51875386 8.78200878 9.87301739 11.95003486 NA 8.85851227 8.92553486 11.03107465 7.70122050 10.65378412 9.38470109 10.12989153 8.81577074 9.05034742 11.17199288 11.47568840 10.25000677 10.62423764 8.07099784 9.91729554 8.45637536 11.14988300 5.78859697 8.33081338 9.57349818 0.00000000 0.01391100 0.02272500 0.02096600 0.02188400 0.00652620 -0.00816240 -0.01890200 -0.06088300 0.00000000 0.00000000 0.00000000 0.01391100 0.01391100 -0.72093000 -0.72093000 -0.72093000 -0.72093000 0.01564700 0.03750000 -0.72266000 -0.00494720 0.00194180 0.00194180 -0.00816240 0.00491100 0.00944910 -0.00027724 -0.02342900 -0.03599300 -0.06088300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3370580 7.1150530 10.5113251 6.8125188 NA 9.2917916 9.7717243 9.3096189 8.3296766 11.4020101 9.9681632 1.0597706 6.2095177 9.3973925 3.6842577 8.6988099 11.1155049 6.0446630 0.7967639 7.1186639 5.0293955 1.0597706 8.6584436 5.9094371 11.3840543 11.1379214 10.4733104 7.3420871 1.0597706 -0.5251227 1.4748254 9.6873045 7.7625202 9.1195658 NA 5.6346804 10.477623 10.614999 7.921892 10.586596 9.355157 4.089515 11.219011 5.074719 9.838943 9.306907 6.583333 6.858512 10.136586 7.567565 13.456598 10.016873 10.306511 13.305917 12.457354 7.710822 8.884199 9.874086 8.008138 9.441314 4.256165 13.156266 8.732196 9.381699 4.901074 5.044665 10.362410 9.608592 12.743496 10.231364 11.637042 9.738664 8.204429 8.102342 10.786840 10.115053 16.087036 11.298384 11.899237 12.702123 11.059066 NA 11.175031 9.767130 10.739251 9.335119 8.246297 10.059771 12.731533 9.952060 11.583169 3.229696 5.966661 6.294986 11.068199 12.819728 7.860670 NA NA 10.222162 12.298374 11.667389 7.460650 11.127429 11.13881089 13.10177190 11.13792139 11.45047695 10.23219809 6.33278848 9.26597105 6.52465611 8.50409517 6.38169868 10.35553952 6.61435943 5.63468039 13.13738023 8.87782000 11.64973378 10.59634157 0.79676386 12.86900280 5.60172028 5.90943711 8.26091436 9.83455764 10.28818851 4.17524514 9.17264452 10.28135770 8.73101688 10.82270625 6.83235966 11.18195148 10.54325053 1.28214323 12.91528799 10.35630450 9.97813698 -1.52533034 11.01953110 10.24794733 2.72272831 9.95307211 6.22300157 9.13658618 7.78314689 9.84386014 9.17801095 2.72272831 9.36050453 5.55162368 11.14391459 10.66154137 11.14745445 12.65214976 10.33473105 11.16283980 10.58594378 10.50375012 7.63467966 5.49717483 9.76712971 9.78257811 0.05977058 6.00064231 -1.52533034 9.97216102 11.41519326 10.06492730 4.56227296 8.85851227 7.85418645 10.35209221 TCGA-CJ-4635 48 0 NA 1416 kidney stage i t1b nx m0 male 2004 1416 NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 4 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7067876357 3.2473503200 -0.0005771935 9.1904877003 9.7559848020 11.0482558744 8.4526992054 6.5843913209 13.1400186018 10.2485419517 10.3492625384 7.0762437490 11.5266610564 6.8067828831 10.2473560171 10.7281992693 8.4088192611 8.4892763875 3.6998736267 10.9201534847 10.4209673960 10.3415031453 8.6859289387 NA 10.5055822325 -1.0005771935 8.7468327202 7.8354788462 0.5843853073 9.8527379790 9.6789085383 8.9738431350 9.5420444160 1.3213509014 7.0050529716 8.7408955256 7.0815771736 11.0238755429 10.2865636525 11.1768479531 3.8574137552 12.0300214340 11.0698848600 10.5395564670 8.2161744863 9.3798895018 15.1302201905 9.6122970179 7.8323185178 10.5472869044 5.3213581178 9.7816075735 8.4214930428 11.6482353747 7.0050529716 12.5025088021 1.9994228065 9.4981978028 8.5072229978 10.2009397893 8.6141381734 1.8067777286 9.6159773499 9.1415354837 12.2446840351 8.1743539825 14.8784389346 8.5711811397 10.9143405051 9.0815774399 11.1901790749 NA 10.4141136462 12.1829087650 11.6998681624 8.0328513167 6.3481562734 7.9966079363 8.4256930155 6.9182920077 11.0611371830 9.2743888700 8.2088820233 9.2732240016 9.8904526208 0.5843853073 9.8820715128 8.1818226250 9.2390270659 10.6780285813 8.6196481337 8.4172808075 11.8936702357 9.6929153419 13.1383401570 -1.0005771935 1.9994228065 9.9951956118 9.0764711793 8.3236092073 9.9616014805 -0.0005771935 5.9994295719 4.6432847694 13.7605640906 3.9536284283 10.6228527688 9.7408953569 9.9521697336 8.9002953514 9.2270442871 4.5540177998 6.5229910377 11.4797137854 11.1665329377 10.3066293113 11.2500229411 10.7803782652 9.3591780784 9.3722935265 10.6540644756 2.6998625247 0.5843853073 4.9994273168 9.0162366667 3.5229847626 NA 10.7733917799 13.0402318511 10.3286641576 8.3213567647 10.0715610417 3.2473503200 10.7404740335 7.4670340645 9.3769208776 9.5405250400 8.2848305764 9.0451882028 7.0762437490 5.5993416004 9.4024403729 8.5654825569 11.3995073701 11.5441514566 12.9240554096 8.5077779936 11.1370600420 8.9536246456 10.7235158998 10.8670932936 6.7938438739 -1.0005771935 8.3591780784 10.8862681529 4.9695925854 8.0607456417 9.7349844173 10.8736413545 1.3213509014 9.8124078936 12.0584348503 10.9496197735 4.1287140707 10.3415031453 7.9925084368 5.1079514467 8.3168408495 NA 8.5463230549 7.4670340645 12.7211685014 9.6850532546 8.7593166496 10.3695709566 9.8566318800 9.5042473567 4.7543156541 10.9162632997 8.8386322669 8.2963445203 10.5702328427 1.5843853073 4.6432847694 7.2801991456 3.8574137552 7.4214934636 3.7985171631 10.9342250022 5.2282453458 11.3996515026 7.3335230229 1.5843853073 0.9994228065 10.5928195343 10.0127510659 11.3869073291 11.3796189045 11.9886455304 7.9652128643 9.7723780874 6.6091240588 10.7383651464 11.6616517674 9.6540643861 10.8331091701 NA 1.8067777286 NA 10.2615232934 8.5501753650 9.6576400052 7.7609793598 13.5154362070 13.5701735950 10.4598843366 5.4667086812 10.2167804097 -1.0005771935 -1.0005771935 NA NA 13.0115291658 8.2825167195 9.3258579139 10.9691746707 NA 9.2366385069 8.9257689367 11.2384301773 7.0162366667 10.9898869759 9.3547796320 9.3938910769 8.8987854723 8.8323185178 11.1399387049 11.0533543227 10.3766389798 10.7085122232 7.9153075640 10.3490580334 9.4862634604 11.3605497925 5.9136338381 8.1264169375 10.2294488903 0.23597000 0.00000000 -0.42691000 0.41999000 1.19300000 -0.02112200 -0.44685000 -0.01560400 -0.00138580 -0.22588000 -0.22588000 0.23485000 0.00000000 0.00000000 -0.43691000 -0.42691000 -0.42691000 -0.42691000 0.00091361 0.40761000 -0.43040000 -0.01519100 -0.43626000 -0.43626000 -0.44059000 0.41295000 -0.00793130 -0.02301800 -0.02277300 0.39147000 0.00402430 -0.442 -0.442 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.380 0.380 -0.226 0.009 0.409 0.409 0.410 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.399 0.399 -0.430 -0.430 1.193 1.193 0.000 0.000 -0.436 -0.436 0.000 0.000 -0.442 -0.442 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.380 0.380 -0.226 0.009 0.409 0.409 0.410 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.399 0.399 -0.430 -0.430 1.193 1.193 0.000 0.000 -0.436 -0.436 0.000 0.000 10.9033103018 6.5463234408 9.7425797582 7.6827741258 -1.0005771935 9.1040273279 6.4003073669 9.6584164452 10.0722309694 10.9699693819 9.8919712414 -0.0005771935 6.0438234862 8.9994284443 4.7807877683 7.5993416004 11.2738066117 7.0762437490 1.8067777286 6.7273487074 3.9536284283 1.8067777286 8.9980188796 8.7222361449 11.5625341302 11.0752418006 9.9106406320 8.1567753027 2.1693478080 NA -1.0005771935 9.2198066992 7.9738431350 9.4578349590 0.5843853073 7.9852704369 10.957619 10.351472 7.479209 9.678029 8.983847 4.976707 11.097790 6.159300 10.128711 10.283096 6.599342 5.953624 10.457835 7.767613 12.859254 10.094826 10.159930 12.767199 12.386638 7.819608 8.503254 9.560716 7.825977 9.090864 6.993782 12.835380 8.413056 10.200327 7.387446 3.699874 10.522990 8.900295 12.525561 10.296918 13.138340 9.159300 8.194185 9.821999 10.965213 9.952170 15.613304 11.250023 11.751600 13.694330 11.124196 1.806778 11.735619 7.970972 11.850201 8.565483 8.462953 9.996608 12.384212 11.515621 11.257994 5.189251 6.218597 6.936067 10.493784 12.499897 5.976707 -1.000577 NA 10.739631 12.350230 11.900669 7.348156 10.602127 11.373653 13.211013 11.075242 11.875945 10.326420 9.003649 11.095814 7.374467 8.223430 5.643285 10.252685 7.076244 6.043823 12.663409 8.687679 11.911195 10.484755 2.321351 12.647224 7.315393 7.352575 8.055551 9.810000 9.982422 4.727349 9.078913 10.207053 7.606759 10.685053 7.628785 12.404836 9.519065 NA 12.882358 10.803559 10.049277 1.999423 11.119990 10.244981 4.247358 10.111868 10.117071 9.188017 10.317971 10.071561 9.400969 5.208880 7.784064 5.021795 10.886268 10.679788 10.850006 12.721169 9.797900 11.088879 10.570233 10.699001 7.747621 7.237833 9.894246 10.149176 NA NA -1.000577 10.492283 12.126188 9.793844 5.740895 9.236639 7.699868 11.022836 TCGA-CJ-4636 51 0 NA 1924 kidney stage iii t3a n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA NA NA 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.92686288 7.60415956 9.34151415 7.06888466 12.00662591 10.41428958 9.61384875 4.90177439 10.87480549 10.65759892 10.81371811 9.14436356 9.62443213 15.57559478 9.27467749 8.12687583 10.52369769 5.02308232 9.75625991 7.90493442 11.42808480 7.89543290 11.62658730 3.03051265 8.76996542 9.17217220 10.25499858 8.66693692 2.76932744 9.15634706 8.88746648 12.39573508 7.32154934 15.76247457 8.97276617 11.08205687 8.32627218 11.44907475 0.06887714 5.52831501 13.21011335 10.44826263 8.25870877 7.04042782 8.11327855 9.80697649 9.84119887 10.62251357 8.66879707 8.85024404 8.10505783 9.72083285 NA 10.19945482 8.40873436 9.26117701 10.56173892 9.38403383 8.44392362 11.74387319 9.22116923 13.53935253 4.97577691 1.39083274 9.82960430 9.05472613 8.54259005 9.89463817 -0.93098532 4.95152718 3.15634807 13.91422733 7.54461753 10.57766948 12.40817761 8.75538468 9.66600576 9.77451661 4.46120111 6.63112611 10.37779216 10.71993602 9.90256505 11.33362013 10.74880419 9.08011159 10.09886166 10.41539806 6.42643585 3.39081899 2.23881742 8.49724430 4.19816409 NA 10.75056196 13.28259609 9.51596746 10.71589294 9.69459312 5.01771707 10.31681178 7.78656042 9.32163254 7.00552238 7.58458450 8.85841809 6.98774720 6.61577822 9.83954820 8.71814034 11.34675283 11.81056196 12.75888227 8.84793053 11.60245739 9.11054334 9.74660400 9.86492387 10.12687596 1.06887714 8.32154979 10.98214774 6.90556632 8.40425217 9.68818718 11.13564625 8.13497352 9.60221411 11.39643696 10.67204694 6.38176788 10.75975531 8.16810044 5.49514829 7.63873999 1.06887714 8.35659678 6.94540170 12.35674095 10.55923377 8.71093589 10.90177432 9.90808814 9.32745025 6.26855604 10.51422515 9.07169940 7.11327855 10.22749393 -0.93098532 4.71273883 7.24879382 4.35428994 6.48673689 4.65384537 10.55270012 5.86329920 9.93924906 5.96697258 NA -0.93098532 10.99480958 10.15236357 11.58925742 11.01286425 11.15734131 8.65196690 9.01139891 6.10692615 10.64442351 11.01396229 10.18652742 11.47455762 -0.93098532 NA NA 9.70732013 9.25994353 8.93307037 4.85024436 12.71555550 14.12683373 11.31384267 8.35998582 10.17020349 NA 2.06887714 NA NA 14.35164697 7.22875521 9.26978287 12.03701106 NA 8.66693692 9.12778261 11.42092772 7.72352034 9.81875376 9.65102621 9.45905327 8.91437437 8.99962152 11.35052460 9.92764243 10.00699362 10.92530987 8.42423559 9.83209663 8.05472640 10.40762064 5.06888574 8.27962869 10.94001945 -0.00264340 0.00680440 0.01726400 0.55554000 0.98225000 -0.04522800 -0.00664320 -0.01119800 0.02974200 -0.00180140 -0.01166000 -0.00264340 0.00680440 0.00680440 -0.56416000 -0.56416000 -0.56416000 -0.56416000 -0.55887000 0.56490000 0.00513590 -0.04522800 -0.02709100 -0.02709100 -0.00664320 -0.00275580 -0.00193990 -0.56389000 0.54630000 -0.04781600 0.00015427 0.000 0.000 0.000 0.000 0.532 0.532 0.000 -0.542 0.000 0.546 0.546 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.558 0.558 0.000 0.000 0.982 0.982 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 -0.542 0.000 0.546 0.546 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.558 0.558 0.000 0.000 0.982 0.982 0.000 0.000 0.000 0.000 0.000 0.000 9.86654578 6.74130923 9.70097075 6.85985155 0.65388549 8.65572426 8.57865913 10.21678877 9.68267372 11.47055318 10.15568397 1.06887714 5.90177439 9.28198843 3.71273883 7.87623943 11.77343641 6.98774720 -0.93098532 7.07450865 5.29770133 2.06887714 8.78141119 7.55672445 11.23142353 10.71228960 10.89076191 8.35428641 -0.93098532 0.06887714 2.23881742 9.75800863 7.50351252 9.10505783 NA 7.71274021 9.7562599 10.2274939 8.0940238 9.9377069 8.2033108 5.7553843 10.5170006 4.9757769 9.6964182 9.6808312 6.5924466 6.0346691 10.0018371 7.2537596 13.0515214 10.9526731 10.1734830 13.2323767 12.7228489 6.9515272 9.3321534 10.0653578 9.0759115 9.4708305 6.8697838 13.0455379 8.5118278 8.0716994 5.4782762 1.3908327 10.7775372 9.2363025 12.5048149 9.7315527 13.5393525 9.3025039 7.3450086 11.1060880 9.4729615 8.7553847 15.0744869 11.3336201 11.5006430 13.3778632 10.7483644 1.6538396 10.5567244 10.2605604 10.8518825 8.7181403 8.1349735 9.8078210 12.5966056 11.5097535 11.5397973 5.9996212 6.4612011 3.4612011 10.7461635 12.6022140 7.7762435 -0.9309853 -0.9309853 9.8730154 12.8581123 11.3495391 7.1241668 10.8910568 11.0357502 12.5491696 10.7122896 10.4998594 10.1043707 7.6234733 10.8399610 6.5035125 9.6964182 6.2587092 10.2141796 6.1563481 7.8069768 12.5575818 9.2274939 11.5154507 10.2874476 3.3908190 13.3724510 7.2690472 7.3168119 8.4565355 10.0135964 10.2388093 5.2783379 8.3333271 9.9492332 7.6909359 11.6927658 7.8567872 12.3898258 11.1302555 1.0688771 12.3670901 10.4258864 10.7068676 -0.9309853 11.1793676 9.9112347 4.7693221 10.5557194 6.2186320 8.4825123 6.6835940 9.6945931 9.6011525 4.6234748 8.8858678 6.1563481 10.9821477 10.4165057 11.5313866 12.3567409 10.5446177 11.0328641 10.2274939 10.8930475 7.1187324 6.5118285 9.5875375 9.7027877 1.6538396 NA -0.9309853 10.1139613 11.5687626 8.7899835 5.1981680 8.6669369 7.9423286 9.9644596 TCGA-CJ-4637 52 1 2227 NA kidney stage iv t2b nx m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 2 2 3 NA NA NA 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.3561458 10.6330615 7.8845375 2.0385767 10.1722561 1.7819052 8.8393701 7.6440091 0.7891032 10.0854832 10.6073232 9.0335042 9.9746974 3.4895815 6.4401915 9.5538462 -0.2108968 11.8927562 10.1262049 7.9961548 3.8335378 10.7696371 12.7614921 11.6224259 8.9727759 9.2444678 15.0165684 9.1728448 7.6990338 8.8818977 5.2485728 9.9863572 7.6687240 10.7360468 7.9158447 12.7542032 2.4895686 9.1972472 9.0191609 9.3806628 9.2331202 1.1110981 9.9845127 9.1155699 11.8863496 8.8976649 15.8274706 8.5672176 11.0295234 7.4964999 11.6504213 -1.2108968 6.7375083 13.4167884 10.3904470 8.5204596 5.2648742 9.5948844 9.0022449 9.9690496 11.6281474 10.1339911 9.1620056 8.4184969 9.1620056 3.5440278 9.9433256 8.9764925 9.4747654 9.8659561 10.7696371 7.3627881 12.0614335 9.4939087 13.3281781 3.1110647 2.9590653 9.7961678 8.9924886 8.7404254 9.9490118 NA 2.3740935 2.4895686 13.6513904 6.7080037 10.7954666 11.1505360 9.7447905 9.0191609 9.6180703 5.5306077 6.6283449 9.5948844 10.9209975 9.0986169 11.3185711 10.6828213 8.5153588 9.5908488 10.5318710 3.1110647 4.8766053 4.4895815 8.0251545 4.1814604 NA 10.6869860 12.3450477 9.1889525 9.9615681 10.0022447 4.5167905 10.4553645 8.1267623 8.7615459 6.7834933 5.8115096 7.5033861 6.4615662 4.5704994 8.5705001 8.9985938 10.6956554 11.4275764 11.3684564 8.4443312 11.4114212 9.4203175 9.9912643 9.5721388 9.6228213 0.7891032 7.8003680 11.0385503 9.0455615 7.0335992 9.3675133 11.4010874 6.8552298 9.8294302 11.9581259 11.0920650 5.1110689 10.1301033 7.9585643 6.7778247 8.2729563 1.1110981 7.6533266 7.5868023 12.1296861 10.6710192 8.2989153 10.6945275 9.6085213 8.7947651 4.5704994 10.8419089 9.2495963 7.6314907 10.4293854 1.5965058 3.9590653 5.6346310 6.7198775 7.7891404 3.5440278 10.2603076 5.2320851 10.3887930 7.0024876 0.3740657 1.3741214 11.2250712 9.9553036 11.3608932 11.6310979 11.2188088 8.7154366 9.9577875 6.5369978 10.4861081 11.2127817 9.9293312 11.4134791 1.5965058 1.3741214 -1.2108968 10.3787916 9.0963412 9.5033861 7.1378682 13.2911642 12.2262423 9.8825581 6.8225084 10.5936749 -1.2108968 NA NA NA 14.3972798 8.4038505 9.6832003 11.3144166 NA 9.1706835 9.2215779 10.4171302 7.5068169 10.6097184 10.2320840 9.4139359 8.9789649 9.2495963 11.4661994 10.7696371 9.5406845 10.7894926 8.5688598 10.0937543 6.5440278 10.2398362 5.1209532 8.7067364 10.1916196 0.0851180 0.0000000 0.0250100 0.2113500 0.0416410 -0.0056352 -0.0032838 0.0471680 -0.0198230 -0.1707800 0.0851180 0.2807800 0.0000000 0.0000000 -0.2878300 -0.2878300 -0.2910300 0.0161870 -0.0225660 -0.0125350 -0.0940800 -0.1816900 0.0717200 0.0316030 -0.0778390 0.0022056 -0.0554590 -0.2917400 0.0177250 -0.0068790 -0.0198230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 -0.121 -0.121 0.000 -0.103 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 -0.121 -0.121 0.000 -0.103 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5419392 6.5900406 10.2984206 6.6899463 1.5965058 9.1031572 9.4913132 9.5213672 10.1116320 11.3047221 10.4813200 1.1110981 6.5102404 9.3127024 6.1985315 5.2648742 11.1119137 6.4615662 1.3741214 8.3853301 6.0465282 3.1814524 8.8457782 7.8003680 10.3312872 11.1717645 10.6792793 9.4773908 0.7891032 -1.2108968 2.1110647 9.7891406 7.3551943 9.7527591 0.3740657 9.2536863 10.6025209 10.5230032 8.5964954 10.0774298 8.5153588 6.1554619 11.0391428 6.5705009 10.4969310 10.2914751 6.6156885 7.6125081 10.3731635 7.1289903 13.5073523 9.8532096 10.4677406 13.6415725 13.1096590 8.6763612 9.8878306 9.5794891 9.4075259 9.7842010 8.0629360 13.0095188 7.5835567 7.7139528 6.7778247 2.3740935 10.7979192 8.5721386 13.3896923 10.6208436 13.3281781 9.3608932 7.8170463 11.0170572 10.8979916 9.7447905 15.3153952 11.3185711 11.8684586 13.7125608 11.3008932 2.4895686 11.3377216 9.9041842 11.4646565 8.9985938 8.2403515 10.6428399 12.6567088 12.8013285 11.7707060 5.7778247 7.6408898 4.6471188 11.2961918 12.8240254 6.8659559 0.3740657 -1.2108968 10.8314839 13.1952791 11.9267161 7.9690497 10.5639275 11.2227260 12.1721697 11.1717645 11.5727527 10.1937499 9.5473636 12.6418650 7.9490119 8.6251908 6.9235664 10.4383967 7.4650978 5.7198789 12.0946166 8.8003677 12.0264999 10.5502761 2.2485652 13.0751206 8.4706951 7.9640665 8.8180274 10.0465283 10.1679772 6.0370681 8.4419855 10.2521539 7.1110689 11.0067954 6.7316544 13.6388877 10.0077037 4.1110647 11.5506917 10.7803080 10.6424500 -0.2108968 10.7076311 10.0785830 6.1200574 10.8676249 5.5033869 8.9578125 6.8552298 10.0022447 10.0762237 9.2310471 8.0107278 6.1728455 11.0385503 10.6200518 11.2822454 12.1296861 10.0305278 10.7588868 10.4293854 11.1687896 7.1900202 7.0699116 9.8646197 10.2536862 4.4329995 4.2485728 1.3741214 11.3102501 11.5990734 9.2959438 4.9789644 9.1706835 7.6656571 10.1549162 TCGA-CJ-4638 46 1 431 NA kidney stage iv t3a n1 m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 4 3 4 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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10.8137812 9.0582651 8.8076241 9.4901904 1.8008688 5.8712670 9.9073094 6.0025113 11.9730548 12.1101263 5.2863045 5.0025090 10.6655897 10.2380052 10.5342317 9.2635840 8.7758654 16.3147653 9.5164963 7.3431351 9.9827750 4.8712670 9.3291362 7.6835203 11.3236550 4.9052161 12.4163231 3.5698070 9.9489981 10.0373700 9.6513768 8.9985856 4.9052161 10.0779322 7.9218927 12.6077491 6.1793896 16.1335982 7.9627653 11.5091577 6.6588584 12.4973233 -0.5209764 6.7173543 13.9506880 12.4775397 8.7480761 4.9052161 7.7077677 9.6859636 9.6613436 11.6740138 8.0936589 9.0258438 7.3554665 8.5978902 1.4789718 9.6325013 8.6362962 9.8176856 10.6178610 8.6786216 8.4647912 11.0826220 9.8518143 12.9269365 4.2863045 NA 10.2717395 8.9424737 10.1219035 9.3508546 NA 6.5450386 2.8008688 14.1345918 3.5664133 10.8143396 13.6089567 6.6286963 10.4229292 10.2077201 1.4789718 7.5978902 8.7316147 10.2846932 10.7562366 10.9363096 10.0383263 8.2701121 7.0563776 10.9041652 6.7918323 2.2862898 -0.5209764 10.0171381 4.8008792 -0.5209764 9.9332485 13.0372504 10.2000484 12.2330016 8.2733653 4.1766100 10.3707330 8.3149996 10.0478270 12.7363371 7.3054982 10.1000854 5.8187994 6.5769816 10.5219766 7.2991283 10.9036404 11.6835204 10.7041567 9.1687551 12.5999971 8.9073095 9.9073094 9.4718875 11.3504695 -0.5209764 7.0639117 10.4504928 4.3532527 9.8932222 9.7838709 10.8787612 7.9787951 9.6236076 11.4479760 10.9322199 5.9218933 10.3790613 9.0865569 5.3369296 7.7504122 1.4789718 8.6538751 4.8008792 11.6220136 10.6394511 8.6712421 10.6501260 10.9797911 8.2405004 4.7268748 11.2763271 9.3039079 7.6687737 9.7457358 1.8008688 4.9708030 5.7268775 4.3858382 10.4096866 4.6082297 9.9956342 4.5664133 8.8121048 6.6342738 1.0639171 1.4789718 11.5443654 10.6538749 11.9130562 11.2013299 13.2207322 9.4345992 8.3118391 6.9635712 9.8851543 10.1451733 9.8020040 11.8923127 2.8008688 -0.5209764 NA 9.8648117 9.3600633 8.4389511 7.4096862 11.6207371 12.2727558 9.6908375 7.7699357 10.3157887 0.4789200 2.0639171 NA 0.4789200 14.3959949 5.9218933 8.0862796 10.5144357 -0.5209764 7.8883402 8.4789492 11.0113052 8.8298886 10.0982522 10.5952932 9.0103306 9.4082077 9.1083059 11.2709261 10.8025670 8.7363370 11.2017568 7.7221231 9.6172211 5.7827309 10.1645741 4.2338344 8.7761866 11.7573987 0.00555290 0.00096307 0.12491000 0.67456000 0.14905000 -0.02767100 -0.01760600 -0.00691950 -0.01078400 0.00889200 0.00889200 0.00555290 0.00096307 0.00096307 -0.59624000 -0.59624000 0.11814000 0.11814000 -0.00604900 0.00000000 0.00388540 -0.03095000 -0.30686000 -0.30686000 -0.01670400 -0.03231400 -0.00263220 -0.58988000 0.07124800 0.03806500 -0.01078400 0.000 0.000 0.000 0.000 0.140 0.140 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 -0.307 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.140 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 -0.307 -0.307 0.000 0.000 10.7173540 7.2603089 9.7339778 6.5642882 NA 9.9546827 10.9857527 9.5715346 8.8408931 11.9513380 10.2388375 0.4789200 6.1371613 10.4704711 2.6488796 8.6108063 11.2586686 5.8187994 0.4789200 8.5504117 4.7268748 NA 8.5040888 7.0335386 11.8131583 10.0982522 10.9344512 6.8187994 0.4789200 -0.5209764 1.0639171 10.6318679 7.0936595 9.0582651 NA 6.3369296 8.7363370 10.2271421 9.4633676 10.0287339 7.9135776 8.2570262 9.6724747 4.5233424 9.6223325 9.8851543 7.9506247 5.3858382 8.9708025 5.6488738 12.2945327 12.0125223 9.2421616 12.7682477 12.7065652 6.6884028 8.0525963 9.5355870 5.6884014 9.6526263 5.4331464 12.8341627 7.5978902 8.8365014 4.8008792 0.4789200 9.7053614 8.8648117 12.4305983 10.0918178 12.9269365 8.5978902 6.2863045 9.8243545 10.3260066 6.6286963 15.6629529 10.9363096 10.8182426 13.6994787 10.4045037 NA 11.8378751 7.6337676 10.6146586 7.2991283 7.7550738 10.7035539 11.5274361 8.5206085 10.3873419 6.3244398 7.7268768 3.8008792 11.9490997 12.2300749 10.1155739 1.0639171 -0.5209764 9.0430987 12.4971494 11.0505550 6.9946487 10.0478554 10.8276774 12.0751390 10.0982522 10.6469945 10.6981177 6.1654497 10.7274699 6.8276781 9.9567075 4.5233424 8.8254629 3.7268748 6.7643515 11.2308698 9.5409953 10.7986214 8.8840908 4.4789524 13.6014537 6.8673109 6.5557655 8.7996595 11.0488049 7.7872881 -0.5209764 7.5396451 9.3134202 6.4447333 11.5920402 3.7268748 9.6236076 10.3661698 NA 11.7594301 11.2721461 10.1380533 1.8008688 11.4782447 9.9916898 2.2862898 9.4302340 4.7643515 6.6082326 10.7798738 8.2733653 9.5972805 5.5874730 8.1264076 3.8008792 10.4504928 10.0936591 10.4126399 11.6220136 10.5061641 10.6344000 9.7457358 11.3114437 6.9465543 5.9546826 9.8053787 9.7793018 NA -0.5209764 0.4789200 9.6625847 12.3856520 7.7316150 2.4789459 7.8883402 8.6438562 9.3149996 TCGA-CJ-4639 49 0 NA 3229 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 1 4 3 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1289390 15.5271656 9.3681266 9.0471092 10.9228189 4.8817282 10.1253511 7.7831639 9.9882787 6.0963230 12.0063371 1.4757594 7.5223140 10.2279491 11.5253120 8.7387702 4.1080058 9.5578847 8.2959145 12.3026019 7.8472948 15.4251792 10.2759885 10.8704728 7.7160498 10.4426737 -0.8460650 3.0607046 12.4761583 12.1697452 8.0241723 5.2412720 7.8714839 10.5375119 6.0845448 11.3729761 9.9953719 9.2531554 8.9691908 9.6345978 NA 10.2306232 8.9659848 9.0801036 11.0203138 9.3571556 8.4484281 11.6573998 9.5525513 12.7261525 1.4757594 0.1538053 10.2412704 9.7471987 8.4392096 10.0133424 NA 5.7083969 2.4757334 13.6051475 9.1138096 10.7462646 12.6450344 10.1159806 7.3681266 9.0963222 3.7976667 6.5461243 10.9615650 11.2372869 8.9335269 11.3405564 11.0606982 8.4689571 8.3060922 10.8039618 5.5288463 2.4757334 2.3237447 7.7045545 0.1538053 -0.8460650 9.3669118 13.1824044 9.4992129 10.2245994 10.0539196 2.8542550 10.4094264 7.9186790 9.4632158 10.8442421 7.3583787 8.6536534 5.4392109 5.7670456 10.0531646 9.4914294 11.1275050 10.3287333 12.7058762 8.5653184 11.3883257 8.9384425 11.2425958 9.6142635 10.5858275 0.1538053 8.2959145 11.1954668 10.0468739 7.6764282 9.7397091 11.9589469 2.3237447 10.2386160 11.0160575 10.6685216 5.3632622 9.2792210 7.6438966 5.4017363 6.0486264 NA 8.9547076 7.7045545 12.8300953 9.1580279 8.5821676 11.0314752 9.9930114 9.7712750 8.7886185 10.4249437 8.6616021 7.3874272 10.4205941 0.7388111 4.8542451 7.9482235 3.1538053 7.4847246 4.0117908 10.9611625 6.7007019 10.0234015 5.7447693 NA NA 10.5589491 10.2232573 11.3832273 11.3844285 10.9157743 9.5277602 9.1495040 5.9702785 11.7064767 11.9001119 10.2379516 11.6416476 -0.8460650 0.1538053 0.7388111 10.1740931 8.7537205 9.7639096 1.4757594 13.4075812 14.3511395 11.8039618 7.5935555 9.8324078 NA NA NA NA 14.6899030 8.9835304 9.7666762 11.8044106 NA 8.4847246 8.8052360 11.1170649 6.9675883 9.8697696 9.2452430 9.8749068 8.6050187 9.0148945 11.1485146 11.4953264 9.8499058 10.8667644 7.8680533 9.6305538 8.3802199 10.7574339 5.0607003 8.2071364 9.6871373 8.5701e-05 -1.2473e-03 -3.4627e-03 5.9530e-01 -2.2168e-03 0.0000e+00 3.7465e-03 2.5812e-02 9.5883e-03 8.8920e-03 8.8920e-03 8.5701e-05 -1.2473e-03 -1.2473e-03 -6.1114e-01 -5.5767e-01 -3.4627e-03 -3.4627e-03 -2.0001e-02 5.8488e-01 -3.7395e-03 -1.1749e-02 -5.1599e-03 -5.1599e-03 3.7465e-03 6.3871e-03 -6.0485e-01 -1.2300e-02 1.3492e-02 3.1577e-02 1.7544e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0125657 6.7007019 10.3067261 6.9439284 0.1538053 8.8368021 7.7160498 9.7837197 9.0622003 11.1560882 10.4287681 2.7387678 5.9482224 9.0948552 4.6520562 7.9930114 11.3180860 5.4392109 0.1538053 6.9219920 4.4392109 1.1538053 9.0148945 7.7868028 10.9226494 10.9281829 10.6936789 8.3161987 0.7388111 NA -0.8460650 9.8084436 7.7685172 9.0241723 1.4757594 7.5113597 10.0786201 10.5228595 7.5884358 9.7967617 8.9433412 5.4757367 10.9040958 5.2198965 9.8446786 9.5321024 6.3337171 7.2675498 10.5946767 6.9930108 13.2941581 9.9128636 10.6601152 13.2082423 13.7591719 8.0950604 9.0241723 9.5779739 7.0786205 9.1720079 7.0055572 12.8570623 9.6714770 10.0508967 5.3826258 3.6773729 10.0561828 9.5461251 12.8876703 10.0576895 12.7261525 9.7804292 8.2830907 7.6456606 10.6744263 10.1159806 16.0311516 11.3405564 11.4816409 13.9018432 11.0775065 0.1538053 11.0372146 11.2101066 10.5293901 9.4914294 7.9219920 9.8324078 13.0147975 11.4159025 11.7899790 3.3237303 5.8403071 5.4205936 11.0436917 12.7672518 6.8150874 -0.8460650 -0.8460650 9.9611626 12.5885661 11.5897278 7.8507750 11.1410716 11.1625863 12.9465979 10.9281829 11.3070429 10.0364506 7.9992976 9.8817281 6.0606981 8.9482235 5.6773701 10.4729152 5.9992965 7.9449703 13.2263305 9.0133425 11.7203374 10.7146181 0.7388111 14.1049101 6.6483029 5.7831633 8.7668419 9.8927442 10.5228595 2.9611603 9.4553038 10.3632610 8.6536534 10.9111976 6.1872313 12.1244528 10.5631986 2.4757334 12.1522217 10.1036343 10.3079928 1.4757594 11.3095745 9.7007020 4.0606959 9.6744262 6.9351674 9.1720079 8.0395042 10.0539196 9.2376858 4.2412682 9.3898217 5.4392109 11.1954668 10.4836039 10.6285276 12.8300953 10.4351581 11.2138279 10.4205941 10.5184894 7.0303250 5.6616014 9.4345784 9.5299330 2.4757334 8.2577508 -0.8460650 10.6219225 12.0104743 10.0696870 5.4757367 8.4847246 7.6812848 10.1523980 TCGA-CJ-4640 49 0 NA 3480 kidney stage iii t3a n0 m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 2 2 3 NA 2 1 3 3 3 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 3.814814e-07 8.69565217391304 19.5652173913043 15.2173913043478 52.1739130434783 4.34782608695652 8.33309048 10.45047762 9.95988779 9.13622395 10.33114783 8.18608254 NA 8.93103915 9.01077397 -1.52657673 -0.19875855 3.11741246 4.14597900 9.03579791 4.94928746 10.07439759 12.32588998 7.51794963 11.75287593 10.08780531 11.01271434 14.97559776 9.93503492 11.14221896 9.19721645 6.66338020 6.84859540 14.55871675 4.42775365 -1.52657673 7.76126798 9.01174441 9.20402575 9.95636352 3.22844931 0.47352718 9.17226023 9.33386668 11.66954282 9.45868590 5.99711850 8.71196013 9.79379203 10.52442447 7.20147606 11.78061399 6.56101905 10.53323803 10.64816917 8.73447491 6.29373464 3.28091179 11.51675373 10.46543162 10.91546227 8.54501774 1.93300602 10.21263147 2.25806660 10.41826396 8.17918806 1.28089694 10.44940352 9.52067937 8.02814422 10.03345356 2.17399087 6.44509929 9.91338641 1.28089694 10.93554645 9.08826538 8.97936717 2.47355315 10.28952315 9.81563018 11.30248534 9.22174830 9.64097369 14.20421141 9.33619299 7.96139528 11.38513478 4.51794963 9.76357441 7.74967974 10.69604860 6.95333625 12.77983088 2.28089694 7.95256771 8.29851444 9.70357590 9.32374227 2.93298713 9.20317619 9.12729640 11.97762964 8.19123198 16.77357694 8.30327846 11.11891448 8.38344856 11.86573876 NA 6.43934055 13.89959092 11.97849861 7.72858381 5.66337878 8.95131386 10.41643654 9.71375062 10.23219521 8.67445430 8.85725978 8.87656759 9.24339347 1.47357913 9.67506680 8.23177895 9.76357441 9.77276356 9.23094558 8.91857050 11.85142623 9.23094558 12.69037715 2.79547605 1.64348681 10.04814912 9.20826509 8.96039065 9.57618746 -1.52657673 1.47357913 1.64348681 13.77747895 11.45815199 9.49245109 14.47141862 8.69393398 10.13355145 9.85671980 4.81340668 6.97738182 10.81896078 10.89667147 9.75316610 12.39043425 10.37668423 7.64348032 9.18951746 10.86721410 5.89982093 2.47355315 2.56100835 8.63468728 4.30644453 -0.52636892 9.05287150 13.18645863 9.91338641 10.09743698 9.30010404 3.63503461 9.64660803 7.56631286 8.75721097 13.73340912 7.05098484 9.13533375 5.94116032 5.71196013 10.48931904 9.37064469 11.28091045 10.95409334 12.36590861 9.08255890 11.75389134 8.94827553 9.23344376 8.96239979 10.50180694 5.18779941 8.24173962 11.33192512 5.68125247 7.93468692 9.21249225 11.72222436 6.48478262 9.80279131 12.36761539 10.88268126 5.30644453 10.41019342 7.88589279 6.49036315 7.67077237 NA 8.31590582 6.68300862 12.37988246 10.08411902 8.91857050 11.11153881 10.55170634 8.96841106 5.26797019 10.66221859 9.29053914 8.18091465 9.87603464 1.47357913 5.04341013 8.17225998 2.17399087 9.66523162 2.64348681 11.18069894 5.02814477 9.67690347 6.02937116 NA 0.05852431 11.04008529 10.07857194 10.82808046 11.53661348 10.73153262 10.02814435 8.72029625 6.10553352 10.77562320 11.16355351 9.48617998 10.90609742 5.28091179 -0.52636892 NA 9.88876912 8.66708102 8.88294653 8.74268232 12.35428696 12.91675811 11.63452992 7.90363184 10.35428696 2.05852431 1.05852431 1.28089694 NA 13.69124823 8.08826512 9.29133856 11.53812989 1.79547605 7.37442224 8.70892350 11.20041227 6.28090993 10.17875597 10.16660687 9.63783391 8.14951241 8.65222045 11.71121366 11.03149783 9.23011197 11.15391507 8.01271448 10.29453219 7.69755700 9.29532952 3.79223067 6.57158732 10.21586494 0.40018000 0.03911200 0.41285000 0.00158250 0.00310920 -0.45143000 -0.00548070 0.01034200 -0.08473900 -0.43611000 -0.43611000 0.39951000 0.03911200 0.03911200 -0.44820000 -0.44820000 -0.44820000 -0.44820000 -0.00063607 0.00158250 -0.00631000 -0.44659000 -0.01238100 -0.01238100 0.00499280 0.00283160 -0.01747200 -0.43784000 0.00992420 0.00186000 -0.08473900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.400 0.000 0.000 0.000 -0.165 0.000 0.000 -0.035 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.400 0.000 0.000 0.000 -0.165 0.000 0.000 -0.035 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 0.000 0.000 9.8211769 6.6028384 9.8956203 6.7150147 1.0585243 9.1183130 10.6137463 9.3404325 9.8871834 10.9583935 10.6005825 0.4735272 6.3377414 9.4065084 1.6434868 7.5069787 11.1176371 5.9411603 -1.5265767 6.9123469 5.3683738 1.7954761 8.9092259 7.0088308 9.5536268 10.0743976 10.8986796 8.7214831 -0.5263689 NA NA 8.8892974 6.7727632 9.2557346 -1.5265767 7.2183898 10.38756686 10.43500522 8.36381981 9.83714285 8.99515603 8.74968007 10.10745890 5.39242047 10.28332361 9.94167049 7.45939719 6.62837409 10.32022121 7.24834223 13.41707768 10.58044561 10.16005608 13.15589181 12.59977603 7.29373464 9.96340346 9.79942313 9.10655064 9.65470780 6.36229805 12.85015577 8.39241875 8.50697873 3.86586934 0.79551761 10.65594988 8.65719088 13.10779938 8.56234394 12.69037715 8.64723283 7.95737140 11.48897059 9.95080782 8.69393398 14.72168695 12.39043425 11.25060534 13.22938198 10.44186231 0.05852431 10.12370977 10.69484059 10.81340556 9.37064469 7.77961693 10.77876233 12.65097507 11.41607003 11.16660681 5.31904704 4.25491901 4.45083514 12.00688527 12.15863279 9.16442653 -1.52657673 NA 10.65966978 13.16366266 11.30067790 7.14598104 11.12796783 10.6609076 12.5465255 10.0743976 10.0878053 9.9350349 7.6105465 11.8656046 6.0509848 8.9008683 6.1459810 9.7693245 7.2014761 7.2841273 12.6184480 9.7676018 11.6605983 9.4889706 2.0585243 14.0310791 5.9243541 6.2014751 8.7845998 10.8850665 10.2255180 7.3439203 8.7332987 10.4324707 8.1299805 12.0177956 6.6927243 12.7325631 10.9032238 1.6434868 11.8536107 10.5784819 10.4054010 0.4735272 10.7618449 8.9990763 3.2284493 10.6695428 4.7589587 9.0946916 7.4679087 9.3001040 9.4819631 3.5179559 8.7554855 5.6927229 11.3319251 10.4504776 11.7143468 12.3798825 10.1847923 11.4155201 9.8760346 10.3454608 7.6903012 6.2937346 9.6302708 9.0127145 0.4735272 2.7954761 NA 10.2590080 10.2548743 8.8776326 3.6028369 7.3744222 8.0357982 10.4494035 TCGA-CJ-4641 55 1 1661 NA kidney stage iv t3a nx m1 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA NA NA 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 4.161616e-07 12.2448979591837 28.5714285714286 8.16326530612245 30.6122448979592 20.4081632653061 8.3223662 10.6800076 10.5861615 8.0095403 10.0889750 9.3996960 2.7841270 9.7710734 9.2712510 NA 3.3926471 5.3113687 8.1250177 8.7814659 7.7841205 10.8087712 12.4997797 6.4245778 7.2162938 11.0967339 11.5486018 14.1829465 9.6917180 11.5259839 9.2425873 7.2512466 7.2280394 13.5765280 6.0095398 NA 8.2617785 9.3988303 10.0214007 9.9998676 4.3113651 1.6966616 9.6667635 9.4615292 12.2292571 9.1499282 6.8207789 6.4780172 10.1086981 10.1213488 6.8051815 11.8886421 6.2588995 10.0197123 10.4975575 8.6125368 8.2416219 3.9061113 12.0726473 10.6453899 10.7050862 8.2280389 1.2816092 10.2440052 1.9611788 9.0453856 7.9398313 -0.3032939 10.0798218 10.2319330 8.9170361 9.6497265 1.8665915 6.8103994 10.1081686 3.2202216 12.0695227 10.4631865 8.0868267 4.0185897 10.1672860 11.5429315 11.2226677 8.6391721 9.2560348 15.4685597 9.0353941 7.9012289 10.6065507 4.6966560 9.7057863 7.5263803 11.0211195 7.4313672 13.1813547 2.1121330 8.4280104 9.2348466 9.4894478 9.1134552 4.5793009 9.4431719 9.1550641 12.6948073 7.8540044 15.6868485 9.2367856 10.9852526 6.9206589 11.6024206 -0.3032939 7.3039880 12.8942583 11.2103852 8.0253323 6.6095467 8.4730908 9.9675370 9.6340314 11.5243972 9.6924248 8.9338677 8.3849081 9.1271101 3.4515408 9.9097619 8.8038747 9.6325592 9.9975822 9.2416221 8.2569903 11.7738172 9.2358163 13.6411867 4.2512495 1.8665915 9.6214700 9.8103997 8.6952481 10.2024691 -1.3032939 4.1229212 0.2816686 13.5172853 7.7761422 10.3301069 12.4831314 10.0448325 9.5160384 9.5647085 5.2044538 6.8413153 9.3857820 11.1252795 9.8963300 11.6258605 10.7454850 8.2474044 9.5685629 10.4735018 5.8362095 4.7841218 2.2816092 8.1333693 4.4780205 NA 10.0021493 12.9999389 9.6369711 10.4368600 9.6065507 4.7627474 10.1794655 7.5390083 8.3691537 12.2181354 7.6796511 8.5747086 6.1804741 5.4950971 9.6725056 8.9958655 11.8014202 10.9024509 11.8819977 8.6682010 11.4849681 9.6332955 10.0010090 9.5967697 9.5216163 3.2202216 8.2853722 10.9097619 7.6631916 8.7761557 9.6938371 11.3835958 8.4615294 9.6710722 11.5823540 10.7874316 6.2588995 9.9924266 7.8713089 5.9061113 7.6537594 0.2816686 8.3866558 7.1187221 12.2706598 10.8198091 8.8715834 11.1739099 10.1849999 8.6303483 3.7410570 10.6891393 9.0264540 7.4582089 10.3182516 2.6966616 4.0542060 7.0185852 2.6966616 9.9558123 3.6035492 11.2930803 5.4648414 9.9970674 6.6886336 -1.3032939 1.2816092 11.1372673 10.3436662 11.3701876 11.1550642 11.4104737 8.8489424 9.5853932 7.3251759 10.5421477 11.0528344 10.0744104 11.9998676 1.2816092 1.6966616 NA 10.1789613 9.1447740 9.4648420 7.1844975 12.7868528 12.9503574 9.9698704 7.1462194 10.1890116 0.2816686 1.0185630 NA 2.8665915 14.4817269 8.1017567 9.2338761 11.5186308 NA 8.8502097 9.1786992 10.9692874 7.7946894 10.4669085 9.7768089 9.3778959 9.0835979 8.8615646 11.8651731 10.9179426 9.5247940 11.1031284 7.9774282 9.9067200 7.9493231 10.5869219 4.7875108 8.2743698 9.9445851 0.09196400 -0.00041084 0.01575700 0.34079000 0.00674590 0.02687600 -0.00088984 0.01385200 -0.01440900 -0.12039000 -0.01357800 0.09196400 -0.00041084 -0.00041084 -0.30949000 -0.30949000 -0.30949000 -0.31849000 -0.00476600 -0.00421270 -0.00545730 0.00000000 -0.01799900 -0.01799900 -0.00088984 0.00140780 -0.00476600 -0.30374000 0.01301500 0.00897270 -0.01440900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1260644 6.6624419 9.7933728 6.6475347 NA 9.2054429 10.5727908 10.0100848 9.7640920 11.3685812 10.3659857 1.2816092 5.8464056 9.3214531 5.6035492 7.7681201 11.1824869 6.1804741 -0.3032939 7.9611000 5.2965712 2.1561053 8.7148578 6.3260141 10.9868176 10.8087712 10.5191647 8.4465271 1.5040101 NA 2.0185986 9.5088349 7.3512935 9.7245636 NA 8.3726148 9.9416161 10.3141250 7.9657843 10.1065789 8.4245782 7.1804731 10.8058353 6.0185852 10.0426173 10.1622240 6.4381248 7.2512466 10.0387323 7.1601820 13.3357722 10.5834973 10.1150373 13.4575335 12.6970978 7.9158262 9.2522054 10.0905843 9.2211992 9.3396118 7.5168362 12.7283588 7.4812925 10.4615292 5.2816204 1.2816092 10.4755561 9.1885107 13.1995515 9.9987252 13.6411867 9.1437408 8.1291995 10.2167851 10.6667635 10.0448325 15.7388941 11.6258605 11.7989614 13.3209390 11.0498045 4.0889726 10.7172903 9.3141250 11.1218735 8.9958655 8.0846750 10.2034611 12.4851720 12.2183807 11.5390079 6.3761375 6.6095467 4.3690826 11.3046814 12.6918064 8.4398089 0.2816686 -1.3032939 10.3739368 12.9881161 11.7941795 7.4313672 10.7624103 11.014070 12.965419 10.808771 11.096734 9.691718 8.625916 12.207793 7.027574 9.293779 6.871584 10.054210 6.805182 7.691011 12.161563 9.274086 11.850843 10.213343 1.281609 13.954487 7.639465 7.454881 8.885728 10.385782 9.848308 5.106047 8.571639 9.770799 7.393626 11.188010 6.000437 13.098804 10.746506 2.696662 11.487820 10.431367 10.315502 2.866592 11.644112 9.843226 5.220218 10.672506 5.915827 9.109227 7.438125 9.606551 10.076242 7.329653 8.154038 5.354868 10.909762 10.518432 11.336677 12.270660 10.461529 10.979456 10.318252 10.643564 7.093262 6.901229 9.597524 9.763420 4.762747 2.504010 NA 11.659011 11.178903 9.150957 3.281624 8.850210 7.968121 10.317794 TCGA-CJ-4642 47 0 NA 3205 kidney stage ii t2 nx m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 6 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.595673 10.399134 7.037678 8.595673 11.242792 3.867748 NA 6.568192 9.096571 2.867758 NA NA 5.675107 8.774643 9.406911 11.971040 12.062509 7.037678 9.595673 8.912146 12.489804 13.779564 10.143877 10.460209 8.955215 8.260069 8.725733 11.115680 3.867748 NA 8.725733 9.609219 9.115680 10.153154 6.568192 2.867758 8.422341 9.452715 11.185165 9.997035 7.912146 NA 9.452715 11.327184 8.077206 9.798489 6.867752 8.845032 10.422341 7.675107 7.821949 NA 11.042678 10.399134 10.725733 7.452715 NA 10.251456 NA 9.955215 7.997035 3.867748 9.452715 8.511608 9.786615 8.821948 NA 7.912146 8.845032 NA 10.655655 10.668652 7.391314 6.037677 9.482462 12.867752 12.779144 9.096571 13.263286 15.030458 10.242792 7.391314 5.452714 7.391314 9.467665 7.774643 9.750395 7.037678 10.351568 6.189680 6.686398 8.595673 10.554253 5.189682 NA 9.867752 9.662168 8.115680 8.725733 13.749501 8.225304 8.855528 9.310696 10.731938 NA 8.422341 13.372571 11.753449 8.452715 6.675107 7.037678 7.867752 8.845032 10.452715 8.391314 7.115679 10.153154 8.294017 5.867753 8.821948 9.595673 10.057577 8.890120 11.575111 9.622640 11.260542 10.540178 10.017499 9.933841 NA 9.944568 8.391314 8.568192 9.635936 NA 5.867753 5.189682 13.219796 5.189682 10.575111 10.629303 9.115680 11.756495 11.091754 6.327184 8.976277 9.391314 11.032659 10.489804 9.912146 9.554253 8.189680 5.675107 10.867752 3.867748 NA 8.077206 9.965784 9.207602 NA 7.997035 10.482462 9.725733 9.482462 9.511608 NA 9.511608 4.867753 9.045271 6.675107 5.867753 6.774643 6.867752 6.675107 8.115680 4.867753 9.933841 11.082071 11.310696 9.622640 12.945903 7.997035 9.965784 9.406911 10.928448 NA 7.327183 10.862106 11.533088 8.622640 8.622640 10.406911 9.077206 10.294017 12.452715 10.917601 7.568192 8.774643 8.780881 NA 8.359606 7.037678 6.568192 8.037677 13.003461 8.725733 7.189680 10.260070 10.991874 8.511608 7.725733 10.638515 9.675107 7.821949 9.207602 5.189682 4.867753 8.997035 2.867758 NA 6.675107 8.750395 6.675107 9.422341 NA 8.649112 NA 11.615945 9.540177 11.585429 10.086921 11.101372 9.525964 8.405048 7.949262 9.294017 10.106157 8.189680 9.171533 NA NA NA 10.242792 10.057577 9.878979 NA 12.191933 13.291918 9.077206 5.901615 11.225304 6.037677 2.867758 NA NA 13.943231 8.700642 6.327184 11.655655 NA 8.511608 8.422341 9.856437 7.675107 10.180635 10.595673 9.153155 9.609219 9.452715 11.379505 10.525964 9.738117 10.225304 7.327183 9.635936 7.189680 9.452715 7.511609 10.985811 11.735031 0.0035739 0.0045800 -0.5779800 0.0179630 0.0000000 0.0122120 -0.0114750 -0.0221950 -0.1025000 -0.0069840 -0.0069840 0.0035739 0.0045800 0.0045800 -0.5827300 -0.5827300 -0.5827300 -0.5827300 0.0143300 0.0179630 0.0090312 -0.6204600 0.0054139 0.0054139 -0.5991500 0.0030522 0.0095883 -0.1722100 -0.0120240 -0.0465830 -0.0918160 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 -0.594 0.000 0.000 -0.102 -0.102 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 -0.594 0.000 0.000 -0.102 -0.102 11.906671 8.912146 8.649112 7.912146 NA 8.845032 8.568192 7.858707 8.540178 11.339102 10.310696 NA 6.675107 9.207602 6.327184 7.622640 9.554253 6.867752 NA 7.725733 NA NA 8.750395 7.260070 10.504377 11.971040 11.490683 6.327184 NA NA NA 9.700642 5.452714 8.622640 NA 3.867748 10.912146 9.649112 7.821949 9.901175 10.207602 8.725733 10.383452 6.867752 11.529530 7.037678 NA 8.976277 8.452715 8.725733 13.116866 14.553377 9.856437 13.602462 12.096571 8.115680 8.568192 9.713242 8.391314 10.976277 13.749631 13.935187 6.037677 8.595673 NA NA 10.327184 10.067425 12.272894 10.744269 10.017499 8.997035 7.115679 12.559496 10.497109 9.115680 14.168677 9.912146 11.395229 12.978888 10.302380 NA 11.816119 11.928448 9.568192 4.867753 3.867748 10.216480 11.960509 6.675107 11.795530 6.327184 5.452714 8.260069 10.798490 11.437608 7.725733 7.115679 NA 9.171533 13.170391 10.082751 5.189682 10.153154 12.077206 10.971040 11.971040 8.912146 10.143877 10.816119 10.511608 3.867748 9.944568 7.037678 9.077206 8.077206 3.867748 13.521457 9.153155 11.148523 9.554253 5.189682 13.509804 6.930392 8.037677 8.030446 10.216480 8.798490 7.452715 7.189680 9.189680 7.955215 12.500747 NA 11.639242 9.675107 5.867753 11.171533 11.082071 9.821949 4.452714 10.713242 8.359606 10.318963 9.912146 9.725733 8.568192 7.568192 9.511608 8.416497 5.675107 9.242792 NA 10.862106 9.856437 9.189680 13.003461 8.189680 9.833537 9.207602 11.414647 9.277143 8.189680 10.460209 9.675107 8.037677 3.867748 NA 8.511608 11.077206 8.037677 7.327183 8.511608 8.912146 8.933841 TCGA-CJ-4643 67 0 NA 1793 kidney stage ii t2b n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 1 4 3 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7532338 8.2378022 11.1559893 11.8074166 8.4131692 9.6583497 11.6152438 12.0347209 13.9464504 10.1308869 11.6872362 8.3927463 7.8710199 8.2113904 11.5108206 6.1946347 -0.5468776 9.9064020 9.1605265 10.2221786 9.7333581 4.1255932 2.6230943 8.4783069 9.5557991 10.9349667 9.8966289 4.9767302 4.1255932 10.3890690 10.1531734 5.7010943 10.5633243 6.2279547 10.2745426 10.9614572 8.2427011 8.1308871 2.2605075 11.3903571 10.1409803 10.6302753 8.1291243 -0.5468776 10.6555268 2.1536108 8.8964114 8.2685504 -0.5468776 9.9816214 9.8720740 8.6479243 9.4654287 0.4531224 6.5459251 8.9845486 0.4531224 11.9777090 10.7028733 11.1729839 4.4531686 11.8820417 13.8911143 10.8927385 8.2813037 10.7466389 15.8541217 9.4622961 8.9480229 9.3502563 5.2080529 10.2126394 7.4333067 10.1789596 5.7477875 12.0993884 2.6626157 7.7595933 9.1562057 11.5014838 8.9825978 4.6626214 9.5564551 8.2443301 12.0976995 7.8497723 15.1651150 10.5142009 10.7162164 8.0115879 11.2982652 NA 3.3111543 12.7477880 11.4293734 8.5057353 1.7750927 8.2955178 9.8815274 6.4699755 11.6041838 10.0230228 9.1247084 9.3381010 9.1229382 NA 9.9410072 8.8572445 9.6105142 9.9825978 9.0724703 8.0474920 11.8757196 9.4275819 12.2831872 4.5824476 1.0381552 9.4893408 9.4975615 8.8614970 10.3798338 -1.5466668 4.9450224 2.5406225 13.5591576 3.8454800 10.8922190 12.3329419 10.0395379 8.4131692 9.4239922 3.8794313 6.7431864 10.1717001 11.3848282 9.2915833 11.7986917 10.9612096 8.8572445 8.8216739 10.5252999 7.0825238 2.8454901 4.4531686 7.9649201 1.0381552 -1.5466668 9.6855882 12.6443036 8.9855232 10.5535010 10.1648343 2.8454901 10.8537799 7.6601813 9.4663853 11.6262197 7.9084947 9.0952190 6.2923713 6.2213512 10.2258942 9.5286463 11.9488974 10.7096709 13.3359536 8.5853070 11.0154097 8.9737860 10.5131876 9.3720305 10.5740531 -1.5466668 8.8162070 11.3273802 11.9919782 8.9957058 9.9767292 11.5103129 8.8625583 10.3350459 10.7228784 10.8585747 6.2080548 9.7252137 8.3451635 5.2605225 6.4247105 2.3600552 9.2088893 7.6479239 12.6098824 9.6620112 8.6735455 11.3748223 10.2017794 9.7563772 8.5901585 10.4663573 8.8107191 8.1414175 10.6364925 2.0381201 5.0530809 7.8836196 1.9126115 4.1255932 4.6819833 10.7495100 6.9569929 10.6445350 5.9215054 NA 2.2605075 10.8885771 10.1823631 11.5421211 11.2410698 11.5877540 7.7477882 9.6217453 5.7330099 12.3906330 11.5500471 10.1691293 12.1421824 NA 0.4531224 0.4531224 10.0965726 8.5511995 10.0646532 6.7705793 13.9226819 14.9139271 12.1046675 8.6293155 9.9425135 0.7750927 1.0381552 1.7750927 NA 14.5559017 8.9884427 9.8085184 12.0685670 -1.5466668 8.9649199 9.0491052 11.0825239 7.4189514 10.7520890 9.2500181 9.7666172 8.5070933 8.8508419 11.4236327 10.8392992 10.1060122 10.4903710 8.0843444 9.8907270 8.3111484 11.2512340 5.1206339 8.3388331 9.5333186 0.00097064 0.00255450 0.00903120 0.01978300 0.01098200 0.00543360 -0.01241600 -0.00871460 -0.04535300 0.00097064 0.00097064 0.00097064 -0.00138580 -0.20272000 -0.49329000 -0.49329000 -0.49329000 -0.48827000 -0.15003000 0.01442000 -0.22014000 -0.49788000 0.00027728 0.00027728 -0.00193990 0.00000000 0.00169840 -0.00277070 -0.00968060 -0.01780300 -0.04020900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 10.1396677 7.0192215 10.5050559 6.7871281 NA 8.7896738 10.4605450 10.5822216 9.5057353 11.1399085 10.1908372 1.6230709 6.0752181 9.1247084 4.9923243 9.3623103 11.2136793 6.2923713 1.9126115 7.0077561 5.1946347 -1.5466668 8.9309256 4.8961120 10.8336608 11.1559893 10.4598965 7.6747544 0.0381552 -1.5466668 1.2605075 9.5286463 7.9864968 9.1344058 -1.5466668 6.9961989 10.395682 10.603549 7.996199 10.663839 9.064192 3.497561 11.180450 4.896112 9.724047 9.405909 5.945020 6.705833 10.285266 7.564303 13.292519 9.944519 10.560384 13.820172 12.867245 8.315804 9.347985 9.800789 7.885709 9.564303 6.424711 13.067935 9.613669 8.686787 6.481073 2.260507 9.727545 10.040945 13.375984 10.481419 12.283187 9.827120 8.364559 10.450700 11.087071 10.039538 15.767742 11.798692 11.806176 12.896240 11.022786 1.453175 11.193580 10.034839 10.795798 9.528646 8.372031 9.907981 13.045566 11.042116 11.650690 2.260507 5.691573 6.928901 10.896888 12.907531 6.686788 2.153611 NA 11.104443 12.421654 11.567049 7.926873 11.283881 11.3144481 13.3302117 11.1559893 11.6152438 10.1308869 6.9490224 11.5192565 6.3173529 8.9369830 7.4333067 10.7728393 5.7010943 8.7750953 13.1513982 9.0779626 11.7939910 10.9799110 2.1536108 13.3144481 5.9026452 6.0970229 9.3482351 9.7700145 10.4896843 4.3358119 9.4397204 10.1712720 9.0465585 10.9159252 7.0305965 11.9778314 11.3264191 2.3600552 12.2461609 10.2544715 10.2130555 -0.5468776 11.3733340 10.1992617 2.0381201 10.0215984 6.8018959 9.4109948 8.0752192 10.1648343 9.2488012 4.5824476 9.0604976 6.2080548 11.3273802 10.6846885 11.2943384 12.6098824 10.3403879 10.9952318 10.6364925 10.3934809 7.3690468 6.9923266 9.7164364 9.5649550 1.7750927 2.4531751 NA 11.3581781 12.1152926 10.1466542 6.3479845 8.9649199 7.8497723 10.1810878 TCGA-CJ-4644 48 1 336 NA kidney stage iv t3a n0 m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 4 3 NA NA NA 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.768687e-06 7.282828e-07 19.1780821917808 20.5479452054795 15.0684931506849 28.7671232876712 16.4383561643836 9.0523020 10.3368213 8.6968674 7.5787184 10.6194209 8.2186296 1.6187085 9.3127958 8.6644764 NA 2.9122283 3.3191555 7.7836236 9.2769281 4.2911394 10.3100240 12.2533008 7.6410843 11.0381502 10.5379524 10.9485130 13.2149268 9.8493375 11.2043834 7.9696559 6.3669097 7.7167488 11.7048529 5.8666434 NA 7.4131328 8.9327333 9.1354015 9.7923937 2.3191555 -0.3811975 8.4436754 9.4106934 11.1420335 9.1636811 5.7479996 4.6631112 9.9679978 10.6462771 7.1025322 10.8066872 3.8666410 10.8020419 10.8023520 7.2334260 6.2480737 4.1733034 11.6337831 10.0349864 10.9746183 7.4260718 -1.3811975 10.5743520 2.3682375 9.4696848 7.7760638 NA 10.4328986 9.4041691 7.7986260 10.3069669 -1.3811975 6.1885730 9.3943270 2.7061769 10.3897934 9.4000763 10.9457078 5.7272398 11.5718145 10.4074350 11.3474875 9.1895212 9.8066872 16.5112357 9.3457862 8.7646487 10.0642489 3.3736065 9.3517319 7.7246250 11.0339302 5.0616596 12.0131793 1.7886440 5.5966847 8.5743665 10.1961455 8.7167488 5.1105679 9.1970894 8.2733527 12.7624187 7.4000768 15.1835948 9.7344106 10.6549865 7.7836236 12.2399672 NA 0.2036397 13.1633189 11.8654572 7.0491690 4.3466378 9.6116551 10.1205539 9.5604979 11.1677793 9.5924141 8.5195836 8.9144856 9.2195587 NA 10.0088856 8.4579205 8.9144856 9.9817562 8.5974273 7.7760638 12.1586000 8.8342495 12.7848012 0.2036397 0.9406554 10.0476001 9.4579205 8.7402503 10.0008002 -1.3811975 5.7061796 -0.3811975 13.5853122 8.8761043 9.8696071 13.0283064 9.2840525 9.6961999 9.7518588 4.4766992 6.8808116 10.7269144 10.6299439 9.1800046 11.6878727 10.2924674 7.9850387 9.0883584 10.9119009 4.2334279 1.7886440 3.4766927 8.1539922 0.6187085 NA 9.9485130 12.8281700 8.8451287 9.3069669 9.3534263 1.2037023 9.6257439 7.6130704 9.3834306 9.8690151 7.8948408 8.2589617 5.6848047 4.7684649 10.2621219 9.2232698 11.2935709 11.2425981 12.7874671 8.9652305 12.2362989 9.3769398 10.6215317 9.3976152 11.4376982 NA 7.9630128 11.3744388 11.8661339 9.3871656 8.8678301 12.0489078 8.1617486 10.2237331 11.4006910 10.7563482 5.2769284 10.2639247 7.5490692 5.8948420 5.7785871 -1.3811975 8.6507624 6.6521394 12.5593973 10.1785716 9.1235356 10.6358730 10.0222613 9.2214155 6.7836230 10.8441290 9.1627151 8.2643750 9.6151900 0.9406554 4.9224976 8.1923638 0.6187085 6.9541067 2.9406366 10.4856092 6.7324592 9.9833438 5.4153395 NA NA 10.4004862 10.2711135 10.9980950 10.8980370 10.0944500 9.7075049 8.8717722 6.4305730 11.0694124 11.3165530 9.7550670 11.0997592 NA -1.3811975 NA 9.9713119 9.0954630 8.5758187 5.5256085 13.5710484 14.1859003 11.1356477 7.7570653 9.5450127 0.6187085 0.2036397 -1.3811975 NA 14.6250865 8.0883584 8.7259337 11.6951982 NA 7.2407684 9.0603847 11.3122036 3.3736065 9.7206923 10.4766976 9.4492318 8.1923638 9.1135721 11.6095297 11.2006233 9.5097408 11.3167701 7.8878433 9.0344584 7.2371019 9.7499306 3.5729139 6.9337308 10.6407376 0.00221930 0.44088000 0.23907000 0.46844000 0.58955000 -0.00981850 -0.08133900 0.01614600 0.35594000 -0.03053500 -0.03053500 0.00221930 0.44088000 0.40928000 -0.52675000 -0.52675000 -0.50888000 -0.50888000 -0.15860000 0.46981000 0.00000000 -0.00981850 -0.02507200 -0.02507200 -0.10532000 0.21868000 0.00069327 -0.17208000 0.17679000 -0.01931400 0.35594000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.441 0.441 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.441 0.441 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 9.6438562 6.6410850 9.4798035 6.1572540 NA 8.3752728 10.8752202 9.8032077 9.7206923 11.5864527 10.5520385 0.6187085 6.2911412 9.2416836 3.7479996 8.7861347 11.4470515 5.6848047 -1.3811975 6.1422786 4.6631112 -0.3811975 8.6658404 2.7061769 9.9874850 10.3100240 11.0044065 8.2407684 0.2036397 NA NA 9.8403038 7.8784599 8.7454212 -1.3811975 6.3935037 9.877871 10.272010 8.267973 10.280940 8.489081 5.386901 10.021729 4.706177 9.966892 9.807924 6.305217 6.931599 10.183819 6.380267 13.782209 10.388141 10.591696 12.867830 12.589452 7.343230 8.673999 9.430894 8.224196 9.426876 5.360185 12.923781 9.225122 9.284941 3.976272 3.373606 10.832428 9.282275 12.696200 7.090392 12.784801 8.615896 7.993756 10.064249 10.006734 9.284053 15.874769 11.687873 11.220487 13.399718 10.445662 1.203702 10.969380 8.974068 10.157391 9.223270 7.703525 9.829388 12.902673 10.959679 11.558847 1.426050 5.305215 5.674000 11.587923 12.138967 7.082241 NA NA 11.500213 12.739360 10.712134 7.668565 10.775432 11.3351074 13.0322784 10.3100240 10.5379524 9.8493375 6.5195828 11.2800494 5.2186301 9.0323444 5.1885710 10.0061955 7.1025322 7.9762685 13.0123725 9.6928582 11.6569498 10.0195960 2.5256179 14.3365269 6.2213048 6.0024212 9.3605291 10.2371021 10.0995068 3.4766927 9.0376233 10.3087146 8.7402503 11.0267810 6.3191555 12.1631981 10.4626376 -1.3811975 11.7889547 10.4320970 10.3951497 -0.3811975 10.9635673 9.3286619 2.5256179 10.4832897 6.2407684 9.5988563 7.3260762 9.3534263 9.3229056 4.2911394 9.3893805 4.2036788 11.3744388 10.5044130 11.2596394 12.5593973 10.7998689 11.5812512 9.6151900 10.8299966 7.6017099 5.4642076 9.7855074 8.7337604 0.2036397 5.9850381 -1.3811975 10.0647661 11.3171696 9.4476466 5.7272398 7.2407684 8.1403170 9.8499378 TCGA-CJ-4868 42 1 646 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 6 2 5 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.34317727 7.44484842 9.92584814 11.20604597 6.60621124 11.29840750 8.02696269 10.25037328 11.70819444 9.07463655 7.61761659 4.08836212 11.92833072 10.51208424 9.79802167 7.47023424 0.62891354 10.11742142 1.36591645 9.27194618 7.72696401 NA 9.73832723 10.27878686 8.72520775 9.84830213 NA 6.96878197 10.11811090 2.74441947 12.10753298 9.61761659 11.08665475 5.81215420 12.98529398 12.31017028 10.98391585 9.20257909 10.61240060 16.23877431 9.56753138 8.57729928 9.29545190 4.21389159 9.77783211 7.59471649 11.27429009 9.96655376 13.06737722 2.21390714 8.41666032 7.55176439 10.84769694 9.33973823 1.36591645 9.82942180 9.76592305 11.44191137 7.87685947 15.85355025 9.29899801 10.51848655 8.92813992 11.92125351 NA 8.12345411 12.91211671 10.20194782 7.62893176 4.97470826 8.58118777 9.37152205 9.74873762 10.76720364 8.76677701 8.66418912 9.09925180 9.23008362 0.04390439 9.65591634 9.33398829 9.82450916 9.38270572 9.91124816 8.15249375 11.90173658 9.64202190 12.57217928 4.21389159 2.36588847 9.56360566 9.39159074 8.81545887 9.93954469 -0.95595567 3.36590246 2.21390714 13.67213009 7.14200185 10.67469156 10.18288109 8.88001967 9.35798607 9.77188987 4.59855577 6.02124874 10.43682344 10.69097801 9.56163869 11.32922997 10.44057416 8.23132152 9.59951716 10.71063719 5.47023424 6.02124874 3.99816842 8.40810424 3.68782216 -0.95595567 9.66967825 12.79843938 8.73046980 9.11274756 9.89259230 3.04397437 9.75563637 8.03832259 9.98580936 8.79551339 7.50749339 8.18352076 6.74440870 6.61382482 9.49105258 9.43735988 11.09109332 11.45150271 12.48496826 9.08425910 11.42388917 9.54878839 9.67787271 10.03526443 8.23626204 -0.95595567 7.91741326 11.52046247 9.08456048 6.98078393 9.79885685 11.44084171 7.81875663 10.04537758 12.41887301 11.01227618 5.50339962 10.26132125 8.79651729 5.45335954 8.01838381 0.04390439 9.35798607 7.74787274 12.33427627 10.29426784 9.03123334 11.49027729 9.79969154 9.40810403 6.42767321 10.87494401 9.04959401 8.21138752 10.12678370 2.36588847 4.59855577 6.32009290 6.08781711 5.96283355 4.59855577 10.36646090 6.23379413 11.54406430 6.69502083 NA 0.04390439 11.13969606 10.57046862 10.91625949 10.78037129 10.93613269 8.52576900 8.61382482 5.69602443 11.12245382 11.11308343 10.02482302 11.15314710 4.56753328 0.62891354 -0.95595567 9.95536134 9.40810403 9.32937165 5.65867993 13.65285946 14.25844029 11.66028846 7.84616232 10.31192651 0.62891354 0.04390439 NA NA 14.34206776 8.51157478 9.53782487 12.44684820 NA 8.58700112 9.11075812 10.70441102 5.95086030 10.59711863 9.96878183 9.18479924 8.95685877 9.34775002 11.29545178 10.23008362 9.75219112 10.49260190 8.07187527 9.36476983 8.00397152 10.81256729 4.99443943 7.79447565 10.19752142 0.0178240 0.0162860 0.3473000 -0.0452280 0.0209030 0.0290440 0.0048579 0.0206230 -0.0528600 0.0178240 0.0178240 0.0210430 0.0162860 -0.4699300 -0.4777500 -0.4688700 -0.4688700 -0.4714100 0.0000000 -0.0391220 0.0202030 -0.1046300 -0.0194120 -0.4521100 0.0102850 -0.0254830 -0.1563100 -0.1647900 -0.0008316 -0.0193140 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7.1207853 10.2263638 8.1783955 13.3786617 10.6359591 10.0663372 12.7074163 12.9460618 7.5237493 9.9058318 10.5443133 8.6438822 9.8367597 7.1472568 13.5769949 8.6968142 7.9806074 7.2288447 4.2918982 10.8383853 9.5898992 13.2728632 9.4244304 12.5721793 9.3048888 7.4102919 11.4042678 11.3976676 8.8800197 15.7536994 11.3292300 12.2591990 13.0837452 10.7812167 0.6289135 10.6246991 9.1732524 11.4704962 9.4373599 7.2871435 10.2643477 12.7580002 11.2924900 11.7106372 4.5985558 6.8641478 5.7988567 10.7039652 12.2447147 6.9508603 2.3658885 NA 10.7521911 13.0622565 11.1163968 7.5237493 10.8212247 11.6206899 12.4381641 11.0443216 10.2300836 10.1479129 7.9894132 11.3658975 6.3568516 8.6043023 6.4190096 10.0965374 6.6062112 8.1046653 12.6952319 8.9250832 11.7680568 10.2853568 2.0439744 13.2466289 6.9995029 6.9864838 8.5068193 10.0488921 10.2733891 4.7444087 9.0842591 10.1790374 7.8021926 11.5628684 7.2534230 12.5042973 11.2613213 1.3659165 12.3758660 10.8171086 10.3832627 1.8513193 10.8996165 9.2558576 3.1314249 10.3311046 5.9747060 9.1693829 7.8286043 9.8925923 9.1563567 6.1732534 8.8972789 5.4190096 11.5204625 10.6062118 11.1124118 12.3342763 10.4649823 10.7470078 10.1267837 11.6466682 8.5850658 6.2631377 9.9304281 10.0075880 3.3659025 0.6289135 6.6364260 10.9108619 11.0376897 9.3860440 4.2138916 8.5870011 7.9143343 9.7304700 TCGA-CJ-4869 49 0 NA 2554 kidney stage iii t2 n1 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 2 4 5 2 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.54314688 8.72610778 6.26129574 13.55852165 5.04109839 -1.51333711 8.22460131 9.35687404 10.22839748 10.23972597 4.31940117 -0.51354304 8.84406139 9.65893675 12.09603433 9.52268294 6.81293841 11.80857824 9.53771811 10.20931677 7.57662190 11.58338910 3.44069977 10.55595905 10.56499371 9.09198882 7.46664914 3.73443867 11.92061617 11.10970492 10.56666058 7.67386166 1.34647473 10.02480973 0.07148811 10.13949763 7.75797197 0.48655993 10.22544594 10.19559306 8.44070558 9.37486430 1.29384130 6.82190023 10.14025002 2.39338874 11.38397661 10.20461394 8.53090334 3.39340247 11.24358876 11.14315754 11.15295520 9.28163172 9.89802026 15.39413932 9.33199939 7.23134312 10.72102731 4.44070641 9.12132033 7.53635758 11.64180186 7.18694915 12.60893285 1.79393749 8.67880223 9.07241080 10.69900567 8.89590029 4.69596042 10.09522610 8.74977861 11.90804816 7.07896628 15.76572471 8.89377689 10.75932564 8.42314701 11.67633380 -1.51333711 4.04109401 14.44951819 11.62654016 7.87021366 6.56332442 8.36609268 9.98934099 9.61900907 10.53669802 8.09753390 9.28335996 8.20075494 8.73087325 0.07148811 9.64764118 8.56466016 9.52748385 9.85283144 8.99033489 7.99628422 11.64748046 10.05636486 13.16141872 2.57398037 0.07148811 10.23218358 9.33121502 9.22121879 9.52885258 NA 2.87882341 -1.51333711 14.00267095 9.87614057 10.12630219 13.38718742 9.04397300 10.65956168 10.76785976 5.82636035 6.89589998 9.82078257 10.49808598 9.48862105 11.68756106 10.25427987 8.15539406 9.45948900 10.78771960 3.29387072 3.24139785 2.73443867 9.45012786 2.29387072 NA 9.53635777 12.84557244 9.75271013 10.68587490 9.07522401 1.94594474 8.97836240 8.23972597 9.48728395 10.51406978 8.85828598 8.85283159 9.51441523 4.77191198 9.50748922 8.11221794 10.73858327 11.69489603 12.57777933 9.86263457 12.40341502 9.67571609 9.13486676 9.56998867 9.86371982 0.07148811 7.92530104 10.79086056 6.29553753 7.85848212 9.77075506 10.98211450 8.57794463 9.77017642 11.76829443 11.18803231 5.28092663 10.41317591 8.40413506 4.91277439 7.90013743 0.07148811 7.74625229 5.95411487 12.18673221 10.52508539 9.03629397 11.37201497 10.94542847 9.00220913 5.66641860 11.05031803 9.45445600 7.27114364 10.02421300 1.94594474 4.21442793 7.71292175 7.82853956 9.22713336 3.65643917 10.31464578 5.21442793 9.54652969 6.13418397 -1.51333711 0.07148811 11.29225312 11.02978277 11.35725926 10.98286377 11.05327686 8.89058653 8.35693565 6.60342458 11.26335348 10.79000460 9.73206191 11.55579119 2.73443867 -1.51333711 NA 10.08316496 10.07053222 8.68249640 6.99430365 12.30019026 13.49799861 10.55998139 8.90340167 10.58848491 -0.51354304 0.80842624 NA 0.80842624 14.22068962 6.69596320 8.56998848 11.21166245 NA 7.65392775 9.15258222 10.81994419 5.93772103 11.12381335 10.54280824 9.30828328 9.76379663 8.79370994 11.86385539 10.26294224 8.67756849 11.18130242 8.11404317 9.09568791 9.23218370 9.90488897 3.57396826 7.01343881 11.01496336 0.04641700 0.00402430 0.02735700 0.18783000 0.01502800 0.02048300 -0.00318590 0.00497400 -0.01664400 -0.37963000 -0.35179000 0.04733300 0.00402430 0.00402430 -0.40174000 -0.40643000 -0.40643000 -0.39441000 -0.00443120 0.18783000 -0.00035998 -0.02829800 -0.03217800 -0.03217800 -0.01243900 -0.00290910 -0.02054900 -0.39753000 0.03085000 0.00614530 -0.01664400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5868431 7.0789663 9.4680766 7.1098056 0.4865599 9.8900539 10.7329529 9.9917700 9.3405985 11.2406222 10.4231472 1.9459447 5.5739713 10.1725720 2.8788234 7.6689034 10.4038813 9.5144152 NA 6.4290234 4.9943036 1.8084262 8.8341306 5.6664186 9.8568097 10.5639926 10.9060508 8.4172466 0.8084262 NA NA 9.9992497 6.2938634 9.1447207 NA 8.6106307 9.754466 9.852285 8.895900 10.159818 7.455176 4.945940 9.992817 4.615793 9.988346 9.724317 6.469503 7.850644 9.872911 7.306688 12.926210 11.543316 9.711717 12.929323 12.381516 7.446511 9.250551 9.882579 8.412805 9.521996 7.988347 13.350986 8.773067 8.763797 4.771912 2.945945 10.239308 7.830805 12.843305 8.543147 13.161419 8.418724 7.458053 11.776672 10.709002 9.043973 15.588587 11.687561 10.394151 13.601919 10.605126 3.010064 11.138458 9.403135 10.788863 8.112218 7.200754 10.559647 12.394433 12.048394 11.593726 6.724914 6.179997 3.615793 10.961483 11.888189 9.479448 NA NA 9.440706 13.054940 10.918714 7.033403 10.428657 11.332391 12.358222 10.563993 10.102599 9.433416 9.143828 11.734437 5.144719 9.227976 6.666419 9.964268 7.576622 7.056365 12.140351 9.591108 11.529366 9.309876 1.945945 14.273851 7.419167 6.144721 8.609531 10.252210 10.281331 6.063939 8.600252 9.836896 7.130366 12.350212 5.904361 13.014963 10.552262 -0.513543 11.603665 11.413176 10.637209 1.486508 10.767860 8.808438 4.130363 10.593726 3.440700 8.197315 7.287409 9.075224 10.132757 6.313057 8.197315 4.440706 10.790861 10.347895 11.424067 12.186732 10.156280 10.785145 10.024213 11.556630 7.618366 6.193868 10.485100 10.008600 1.808426 -1.513337 -0.513543 11.293864 10.898817 8.062048 4.158935 7.653928 8.492134 9.928416 TCGA-CJ-4870 58 0 NA 1498 kidney stage iii t3a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 NA 4 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7491249 12.0912310 14.2654013 9.9503989 10.7704156 7.7271336 6.9266399 7.0343148 10.1590736 6.0043621 -1.1555340 9.0959727 8.8902500 9.9853201 9.8854650 2.5449304 0.8444660 8.0293656 9.7079023 10.5366700 9.7294240 4.8217714 3.3039268 9.6397184 10.8313990 8.2791184 10.2373444 4.2368064 10.7888364 10.6574699 7.8160339 6.6518453 2.7513780 9.8515176 10.1499822 10.0262638 7.2195296 NA 10.8057411 NA 9.6348388 7.6027137 NA 10.3227544 9.2936390 7.8861495 9.6326132 -1.1555340 6.7811289 8.9929669 3.0144089 10.3517895 10.3353412 12.2028668 6.7633531 11.0925069 13.2779454 10.8239156 9.2140876 9.9929669 16.5512225 9.6283072 8.7840694 9.7225413 3.7986830 8.8970586 7.5169158 10.7994137 5.2538796 11.4536691 1.2986583 6.5414575 8.5186827 11.4827000 8.8444905 3.4294553 9.7133130 7.8916142 11.3522850 7.1206153 14.7195961 9.5630233 10.1654094 9.0330791 11.6958490 NA 3.7024692 12.7082895 12.4659700 7.8943388 5.1298929 8.7468656 9.5842710 6.7573793 11.0962686 9.1709198 8.4901489 8.7913967 9.7001376 NA 9.9660239 8.3913850 9.4162429 11.2140877 9.2271143 7.5893246 11.7077068 9.6630726 11.6630726 NA -0.1555340 10.6295341 9.5792339 9.0081401 9.4847353 NA 4.0144178 0.4294285 14.6156445 6.9634314 9.9647283 13.2647138 8.7825996 9.8943390 10.2437683 3.5449304 6.5859570 10.7079024 10.3601902 9.4219192 11.3828636 9.6445813 7.9292987 7.8444905 11.0745108 4.4592021 2.0144267 1.4294285 9.0959727 -1.1555340 -1.1555340 8.0093976 12.8014110 9.0144153 10.1748471 8.8984164 0.8444660 9.4874445 8.0343148 10.0395857 11.6526502 6.9789163 9.9601843 9.7737488 5.0539454 10.6985796 8.8820374 11.0256426 11.5466630 13.6324949 9.5230905 12.5138184 9.2314307 10.3151492 8.8875177 11.0237775 -1.1555340 8.4973353 11.2778150 11.6839284 9.3916451 9.5009152 11.5438459 9.2581182 10.1573733 10.4406802 11.3465763 5.9213054 9.8437857 8.3613328 5.0343170 7.2998179 -1.1555340 8.9092331 6.4518210 13.4842268 9.7140842 8.8984164 11.4425429 10.3592044 9.7187032 8.6060417 10.7396870 9.2780758 7.6614739 9.3572309 1.8445062 5.1298929 7.7928573 1.6518668 5.8557182 3.6518439 10.3841339 7.3483165 10.0496727 4.9319525 NA NA 10.8030431 10.6114333 11.1027620 11.0441627 10.3572309 8.3836490 8.3595989 5.7936748 11.0870690 11.3601902 10.0822978 10.7778122 NA NA NA 9.6750056 9.3670720 8.8792895 1.6518668 12.4141087 15.8904313 11.6429622 8.7308271 9.6734202 -1.1555340 0.4294285 NA NA 14.7640986 7.8640809 9.0318423 11.7408228 NA 6.9213054 9.1491953 10.9575814 4.0539454 10.0404777 10.2469695 9.5009152 9.2238687 9.2064342 11.3722117 10.8381364 9.2249514 10.6393123 7.2538815 9.3453323 8.1551031 9.6899805 2.9538426 7.1323414 10.7626082 -0.02411000 0.00725150 0.01838300 0.01112100 0.00013863 0.02174400 -0.01835300 -0.02767100 -0.05077600 -0.01895900 -0.01895900 -0.00235530 0.00972760 -0.55096000 -0.74959000 -0.74959000 -0.75020000 -0.75020000 -0.53804000 0.01112100 0.00041593 -0.74959000 0.52415000 0.52415000 -0.01835300 0.00346870 0.01042400 0.00305220 -0.00995650 -0.03952900 -0.05077600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.525 0.000 -0.750 0.000 0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.525 0.000 -0.750 0.000 0.524 0.000 0.000 0.000 10.067889 6.810275 10.274943 6.956826 -0.155534 9.209719 5.689981 10.516155 8.725605 11.566690 10.339846 -0.155534 5.942522 10.015041 5.532111 9.081700 10.387039 9.773749 NA 5.689981 3.973777 NA 9.281202 5.855718 9.996560 10.460580 11.350433 7.175407 NA NA -1.155534 10.410069 7.125262 8.699359 NA 4.677379 9.519565 10.397159 8.314132 10.480208 8.344336 4.166418 9.702471 3.236814 9.946466 9.117120 5.866859 8.371967 10.145415 7.410545 13.121778 10.301871 9.802318 13.177855 13.441961 6.530991 8.776705 9.107760 6.537978 9.660674 4.368049 13.444694 9.269706 9.500021 5.651844 5.320225 9.616805 7.947778 13.409057 7.945153 11.663073 8.707128 7.778181 9.954321 11.293639 8.782600 15.700211 11.382864 11.169233 14.094122 10.100699 3.544930 10.118286 9.876536 9.422863 8.882037 7.502702 9.947122 12.669747 9.222785 11.488119 2.166426 5.184340 5.899773 10.917293 12.006252 8.066077 NA -1.155534 11.332079 12.908475 10.283282 7.477485 10.856766 11.693700 12.558092 10.460580 9.749125 9.950399 5.544930 9.134509 4.399082 9.180997 6.606041 9.861995 8.279118 7.844490 13.048446 8.589324 11.389455 9.971840 2.014427 14.398240 4.502986 4.368049 9.411391 10.021910 10.164163 9.359204 9.330320 10.273897 8.813157 11.617011 6.210814 11.088557 11.043549 0.844466 11.855193 11.160206 10.393794 0.844466 10.833530 8.951708 1.651867 9.960184 2.303927 9.079308 7.792857 8.898416 8.995735 2.303927 9.811717 4.516917 11.277815 10.406256 11.270493 13.484227 10.750253 11.382437 9.357231 11.333837 7.897058 4.092419 9.923308 9.516916 0.844466 6.120615 NA 9.872396 12.000292 8.648621 4.702469 6.921305 8.728661 9.908559 TCGA-CJ-4871 63 0 NA 2423 kidney stage iv t3a nx m1 male 2004 2423 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 4 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 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10.1114649 10.4397819 8.0564014 NA 10.5352538 -0.3823254 8.2593723 7.5483465 0.2025118 10.1528847 9.3189158 8.4087721 9.8674281 -0.3823254 5.7875343 9.6630484 3.3180420 10.8572080 9.5078737 10.0852150 6.0438738 10.9574511 12.9266594 10.9231012 8.8584007 10.3137076 16.1255047 9.1528849 8.5275024 10.6312810 3.6176041 9.1912567 7.5063528 11.2515128 7.4910538 12.8027171 -0.3397102 8.1394649 8.2686613 10.7423770 8.8714568 3.4249624 9.6351139 8.4895148 11.5017799 7.9641231 14.8534621 9.9485262 10.8487706 9.4825694 12.4036748 NA 6.5244994 13.6050511 11.3940425 7.2650674 1.7875160 9.3857938 9.5093932 9.6796555 10.7676740 8.7912866 8.6482767 8.9429150 9.4971926 1.7875160 9.8434194 8.1817590 9.4313906 10.1678752 9.5093932 7.7546003 11.4696922 9.3128378 12.4695536 2.9395463 -0.3823254 9.6034513 9.9133783 8.4987236 9.7787413 0.6175806 4.9751624 1.2025744 14.0439397 10.2992870 9.8548193 12.4825693 9.3699901 9.8264535 9.9801012 3.0770379 5.3989694 10.7865949 10.4595669 10.1009214 11.7252662 9.9423525 7.7103663 9.4786964 10.8267581 4.4504987 3.7875369 6.3041094 8.8379877 2.8655428 0.2025118 9.8673155 13.1253421 9.8404044 9.6823522 9.0953677 4.4755908 9.5934574 7.7673569 9.1231928 9.3923964 7.5394504 8.9440388 8.6970941 5.6176100 10.1209383 9.0605530 11.3849663 10.9726852 12.5691673 9.3623088 12.1218077 8.9937349 10.6119629 9.4079579 7.9839319 NA 8.1014253 10.9638461 9.7077482 8.0704274 9.1836634 11.5750743 8.5557188 10.0698506 12.3400968 11.0045496 5.6728920 10.4071430 8.0132294 5.2323192 7.1134640 NA 8.3641237 7.1333097 12.8359456 9.7057352 9.1645040 11.1092121 9.7660859 9.4794717 6.4249641 10.7199001 9.0511948 7.3758327 9.5571885 0.6175806 4.9213887 8.1683562 3.3180420 9.4879740 3.9395369 10.9627374 6.2829457 10.7219199 6.0303052 NA -1.3823254 10.7875344 10.2970895 11.0665001 10.7517148 10.1717186 8.6385894 8.4454602 5.9754261 11.7174503 11.5201729 9.8178950 10.4925908 -0.3823254 -1.3823254 -0.3823254 9.9822913 9.4994882 8.8319285 8.6783054 13.7384953 13.7424577 11.3402035 9.1190586 10.1034388 NA -0.3823254 0.9395275 NA 13.4507466 8.2063238 8.6288366 11.7806301 NA 7.8049615 8.9822147 11.0021234 4.7673582 10.3540113 10.2267881 8.5920242 8.4038791 9.4417727 11.4445551 11.3204314 9.0417758 11.3975339 7.3249690 9.7116871 10.0093900 11.0388853 4.0303891 7.4536600 10.1298561 -0.00013862 -0.03449500 0.20457000 0.86255000 0.17881000 0.18132000 -0.01601700 -0.18710000 0.02520200 -0.06088300 -0.05738500 -0.00013862 -0.03449500 -0.03449500 -0.50877000 -0.48292000 -0.49496000 0.19588000 -0.01009400 0.19390000 -0.20274000 0.17272000 -0.20286000 -0.20286000 -0.01601700 0.17091000 -0.01230000 -0.20486000 0.18995000 0.17830000 0.03622900 0.000 0.000 0.171 0.171 0.000 0.000 0.000 -0.205 0.181 0.190 0.190 -0.187 -0.187 0.000 0.000 0.178 0.178 0.000 0.000 0.190 0.190 0.000 0.000 0.000 0.000 -0.287 0.196 0.000 0.000 0.850 0.850 -0.203 -0.203 0.179 0.179 0.181 0.181 -0.203 -0.203 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 -0.205 0.181 0.190 0.190 -0.187 -0.187 0.000 0.000 0.178 0.178 0.000 0.000 0.190 0.190 0.000 0.000 0.000 0.000 -0.287 0.196 0.000 0.000 0.850 0.850 -0.203 -0.203 0.179 0.179 0.181 0.181 -0.203 -0.203 0.000 0.000 10.1406813 6.7724281 9.7609927 6.2069987 -0.3823254 9.2286343 14.6994673 9.9650869 9.9861159 11.4269334 10.3132727 0.9395275 6.2686608 9.3624431 6.3578616 7.7443138 10.3594977 8.6970941 NA 6.0099271 4.4755908 0.2025118 9.2487865 4.6176100 10.2198536 10.6354617 10.7432037 8.1817590 -0.3823254 NA NA 9.7030818 8.4925907 9.0417758 -0.3823254 5.4504987 10.4197219 10.2006922 7.4504995 10.6984270 8.5761619 7.9485261 9.9350221 4.8655378 9.8221806 9.7384953 6.1333087 6.8172817 10.3783293 6.8797045 13.1939166 10.6708565 10.2267881 12.7095406 12.6325017 7.4468567 9.0480620 10.6027398 7.4377887 9.1044444 5.5833927 12.8318526 9.2496959 9.0790890 6.7261337 2.2025744 10.5988199 9.7017535 13.3048210 8.1234210 12.4695536 8.4217404 7.6997584 11.9732358 11.5777924 9.3699901 15.3985464 11.7252662 11.1862781 14.1129336 10.8646468 1.2025744 10.9828382 9.8960588 11.0099268 9.0605530 7.7050725 10.0475392 12.7020026 10.1750731 11.6163761 5.0605533 5.3857934 5.5948889 11.2144980 12.0014487 5.7586949 -0.3823254 NA 10.9171037 12.5656116 10.6950728 7.3557017 10.8998291 11.2348473 13.0572455 10.6354617 10.5413083 9.9429149 6.3658028 11.1545851 5.6944261 9.1884138 6.1254031 10.1779422 7.5184761 8.0291204 13.1115843 8.6904119 11.8009346 9.8221806 3.1411712 13.1200683 6.3744327 6.5601234 8.5323532 10.2249397 9.7320025 3.5245025 9.3890989 10.1234210 8.0142141 11.2981887 5.2758191 11.1196953 11.2121673 0.6175806 12.1658293 10.9715832 10.2156620 1.2025744 10.5648810 9.3344288 1.2025744 10.0264699 8.7130063 9.5146985 9.3833099 9.0953677 8.9044558 7.6344176 8.8209576 4.7673582 10.9638461 10.6098397 11.3165311 12.8359456 10.4116190 11.1938575 9.5571885 10.9863887 7.6997584 5.9926484 10.0826656 9.0831759 0.6175806 4.9574596 -1.3823254 10.5237485 10.6038212 9.2704544 5.6176100 7.8049615 8.7862814 9.9333251 TCGA-CJ-4872 51 0 NA 1435 kidney stage i t1b n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 4 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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11.4940296 9.4154819 10.3360638 6.1013034 10.7783551 11.4009475 11.1945636 9.3528422 11.3503603 15.8088165 9.6083428 8.8726355 10.0566072 5.0127653 9.4309394 7.6602705 10.1514111 8.7033392 12.1212911 2.4766409 8.0068422 7.5977293 11.5404911 9.3591401 2.8789019 9.6566228 8.7174146 11.9319317 7.4672094 15.2549846 10.1023764 11.1067461 8.5560431 10.9789892 0.2939590 6.0665370 13.3240982 11.1895237 8.1013034 1.7089818 8.8751491 9.0309140 8.7924653 10.8184901 8.7977740 9.0116248 8.8888951 9.4952554 4.2325456 9.8421281 8.4821251 9.1694418 10.6064532 9.7019243 7.7588341 11.5885423 9.5355343 12.3934058 3.4638709 0.7090259 10.1586505 9.2569408 8.7271860 9.9943881 -1.2908859 5.0309143 1.2939590 14.4489511 7.3126125 10.7961172 12.1022423 8.7547456 9.0894470 10.2745641 4.1684174 6.6158768 11.0626841 10.8798499 9.3946108 11.9105340 10.4680419 8.4180697 9.0588200 10.7767563 7.5418757 4.2008417 3.8382660 8.7601950 3.6158753 1.0309010 9.4240898 12.5533974 9.5219653 9.1226137 9.8188165 3.3528433 9.7990983 8.3310378 10.7741866 8.2008388 8.1226137 9.2674066 7.0926906 6.5355351 9.6507671 8.9147792 11.1983321 11.2345067 13.3400493 8.9785918 11.2278849 9.4154819 9.7012162 9.1684174 8.2788416 4.5916315 8.7202131 11.3978918 10.8483006 7.8703949 9.1917938 11.3496827 7.2167808 10.2088318 11.8060304 11.2286222 7.8638041 9.9628334 8.2233844 4.5418741 7.3126125 1.0309010 10.3694275 7.1684174 13.0112678 9.7642684 9.0297864 11.7074000 10.0692843 9.8907593 7.0127664 10.5431449 9.3437969 7.7451593 10.1204968 2.9569116 5.1684174 8.9746010 3.8382660 5.5163398 3.7533799 9.4993345 7.5259694 10.7420647 6.9243244 -0.2910624 NA 10.5470080 10.5540838 11.5652169 11.1215557 10.7635903 7.7831272 8.6744239 6.0059928 11.7334330 11.6860869 10.1023764 11.1890187 -1.2908859 0.2939590 -0.2910624 10.0093385 9.3989839 9.5831988 5.5291650 13.6019081 15.0108929 11.9514157 9.1424775 9.9839464 -1.2908859 -0.2910624 NA NA 14.4544239 8.1352506 9.5179500 12.2459616 -1.2908859 9.0195988 9.0928628 11.0532818 6.7257943 9.9646047 9.7784356 9.5171458 9.0127667 9.2864148 11.2345067 10.8577802 9.6733267 10.6463597 8.4007296 9.9455980 8.9616514 10.8823507 4.9565353 8.0194167 10.5797359 -0.0415010 0.0615470 0.0669840 0.0874290 0.1336600 -0.0358200 0.0032584 0.0579780 -0.0149150 -0.0879410 -0.0879410 -0.0373170 0.0615470 0.0615470 -0.4401300 -0.4401300 0.0669840 0.0669840 -0.0871450 0.0874290 -0.1029900 -0.0358200 -0.0118490 -0.0118490 -0.1972200 -0.0007939 0.0651220 0.0225040 0.0715740 0.0674140 -0.0149150 0.000 -0.197 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.155 -0.226 0.000 0.000 0.000 0.000 0.177 0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.155 -0.226 0.000 0.000 0.000 0.000 0.177 0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 10.4029083 7.1601972 10.2162850 7.5056417 1.4766409 9.1352506 11.9927977 10.9564269 9.7997600 11.2799137 10.2712283 3.2325533 6.3456110 9.0252675 3.6158753 8.5115024 10.4584363 7.0926906 1.5163178 7.2520173 4.1013055 1.0309010 9.2920687 7.2048411 10.4289009 11.0167559 11.3097816 8.0399028 0.7090259 -1.2908859 1.2939590 9.7898034 7.5291650 8.8789108 0.2939590 6.9757723 10.061029 10.470122 7.928154 10.553299 8.762912 6.367198 10.717765 4.994390 9.894481 9.789803 5.708985 7.516341 10.300508 7.971081 13.117448 10.886405 10.294418 13.237196 13.141578 7.327371 9.273135 10.005329 8.903743 9.482125 7.101303 13.522266 9.726490 9.429230 6.858733 3.566961 10.972842 9.556043 12.659268 10.037661 12.393406 9.276942 7.131050 9.164313 11.241342 8.754746 15.039238 11.910534 11.554280 13.679856 10.515133 2.030901 10.186238 10.504620 10.307969 8.914779 7.840843 10.211320 12.779694 10.940807 11.891070 5.232549 5.477169 5.928155 10.681248 12.666179 6.651501 0.293959 -1.290886 10.628594 12.700242 11.341231 7.913557 10.861271 11.530162 12.666269 11.016756 10.889827 10.273135 8.015048 10.433500 5.858732 8.912334 7.758834 10.159682 7.463873 8.955727 13.069543 9.121556 11.682683 10.279790 2.409418 13.123407 7.047633 6.663182 9.094816 9.789803 10.514730 5.135252 8.857463 10.399420 8.521163 11.946495 4.898808 11.989902 12.289127 1.293959 12.526869 10.749960 10.728229 1.878921 10.961947 9.631570 3.516343 10.228131 8.700508 8.974601 8.412889 9.818817 9.268076 5.827928 8.994388 5.742408 11.397892 10.743785 11.341754 13.011268 10.382295 11.222713 10.120497 11.265971 7.876404 5.817511 9.621127 9.608343 3.352843 3.753380 NA 10.779107 11.212345 9.380527 6.615877 9.019599 8.351038 9.673327 TCGA-CJ-4873 85 0 NA 2259 kidney stage iii t3a n0 m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 5 2 5 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.73972602739726 20.5479452054795 30.1369863013699 27.3972602739726 19.1780821917808 9.0669209 11.2863661 9.1521682 8.2564262 9.5485023 9.1739641 6.6808630 8.0014037 8.4774709 -0.5859727 3.0463514 5.6620032 6.4801649 9.2828987 8.6643744 10.2318591 11.9686649 4.3209684 8.5914954 10.5587343 12.1647830 14.7605634 10.3675450 10.7858527 10.0552247 8.4962250 5.7539254 13.0196713 7.3388888 NA 8.3388883 9.7539261 10.6971644 10.1479387 4.6620061 0.4140273 12.6448470 9.7235524 12.1246672 8.8776004 6.2214305 7.5587345 9.2101156 10.6761709 9.0776342 11.9962180 7.8445288 10.5497853 10.1462434 8.2019788 9.2579971 3.9990349 12.0807439 10.9346947 9.8928456 7.6283952 3.6898247 9.9109199 1.7156738 9.7705280 7.6235296 0.9990619 10.1066916 9.6620036 8.7694270 9.7528125 2.5840004 8.9933919 9.5914956 4.9990394 11.3310751 11.1855655 7.7405053 3.9376363 9.1919887 10.4168910 10.5271670 9.6832027 9.4280965 15.7992138 9.3269653 8.1589101 9.1739641 4.9990394 9.3999179 8.0102657 10.7455528 7.9415530 11.7619742 3.2214286 8.9401644 9.8735076 9.7516979 9.1921532 3.3209612 10.0838469 8.5510672 12.3292085 6.2844401 15.5892567 7.4253032 10.6314279 9.3565906 11.9753640 -0.5859727 9.4433632 14.2857888 10.2019786 8.5840011 6.4474982 7.8277041 8.9337122 9.4639246 11.7633573 8.4474990 8.6994784 8.4529948 8.9474058 4.5840004 9.3884907 8.7760197 9.8160222 10.5336656 9.7705280 7.6186469 11.6824952 10.0865013 12.8520881 4.3209684 3.3209612 10.2805822 8.3682725 9.4253032 9.4461218 NA 3.2214286 4.5015411 14.7470566 5.2469667 10.8239973 12.4988844 7.1214351 11.2840554 10.9493514 4.3209684 7.2967189 10.4392156 10.4273986 11.6238340 11.0222246 10.0873851 8.5252119 9.8745319 10.9648228 6.5638232 2.8734983 2.9990439 9.6416920 3.7360095 1.7359987 10.0651277 13.7212768 10.3499777 11.2798093 8.8918344 4.1145170 10.2634811 8.5252119 10.4290729 6.4474982 6.3088942 9.2230402 6.4364434 6.3913553 9.9049269 7.8319285 10.7035186 11.2774880 11.7141426 9.6270829 13.0538689 9.1300379 9.1487857 9.3462908 7.2532802 1.9990259 6.9059297 10.6942668 6.1709666 7.2747285 9.4516230 10.3565905 9.6112926 9.6960060 11.9758413 11.0027907 5.5840004 9.8518280 9.5691979 5.9532350 8.8234669 1.4140814 7.7583718 5.5015379 12.5636644 10.8460959 8.2658250 10.7999385 9.8938564 8.4988843 3.6620004 10.9603435 9.2390347 7.7934544 9.8642563 1.4140814 5.0579311 5.0579311 3.2214286 8.9877233 5.0864993 9.5028642 4.5433598 10.2109269 7.4678932 0.9990619 1.4140814 11.1162487 10.3565905 11.6134416 10.9763185 12.1110435 7.7449932 8.3827429 6.3051315 9.9980990 10.3499777 9.6714639 11.1710492 -0.5859727 0.4140273 -0.5859727 9.9337123 9.5381973 9.0009158 3.1145170 12.4228548 12.5871285 9.6320337 7.5758123 10.3863378 -0.5859727 0.9990619 NA -0.5859727 14.2252500 6.6332452 9.1555431 11.0375003 0.4140273 9.3477666 8.9922223 10.2951900 8.4084295 10.4041800 10.1283215 8.6572498 9.1822603 9.3179579 11.3639027 9.7771157 9.5865036 10.8549452 8.4855383 9.5574593 7.2967189 10.1872152 5.2861678 9.7169662 11.4284453 0.1168200 0.0000000 0.3646100 1.6632000 0.3373900 -0.0139530 -0.0205680 0.3217300 0.0785820 0.1168200 0.1168200 0.3486000 0.0000000 0.0000000 -0.3674800 -0.3665800 -0.3665800 -0.3665800 -0.0033243 0.3531600 -0.0080244 -0.0073339 -0.0436020 -0.0436020 -0.0246580 0.0669450 -0.0074720 -0.3745700 0.3512400 0.2810500 0.0785820 0.000 0.000 0.000 0.000 0.584 0.584 0.000 -0.375 0.000 0.344 0.344 0.322 0.322 -0.339 -0.339 0.281 0.281 0.117 0.117 0.349 0.349 0.351 0.000 0.000 0.000 -0.002 -0.002 0.000 0.000 1.034 1.034 0.000 0.000 0.337 0.337 0.000 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 -0.375 0.000 0.344 0.344 0.322 0.322 -0.339 -0.339 0.281 0.281 0.117 0.117 0.349 0.349 0.351 0.000 0.000 0.000 -0.002 -0.002 0.000 0.000 1.034 1.034 0.000 0.000 0.337 0.337 0.000 0.000 0.000 -0.326 0.000 0.000 11.0416099 7.1283212 9.5160516 7.7258243 -0.5859727 9.8224058 12.0393283 9.8922693 10.1937954 11.6432614 10.0177023 0.4140273 5.5226019 10.1162487 4.4140746 6.5739471 10.3126774 6.4364434 1.4140814 8.0397849 5.4140746 2.4140814 8.7605899 8.4855383 11.2359576 10.2318591 10.8693673 7.7360041 3.1145170 -0.5859727 2.8734983 10.1257430 8.4253032 9.2101156 -0.5859727 8.4364438 10.2681652 10.0953145 9.0882683 10.4727442 7.5173639 7.3329388 10.0873851 3.7360095 9.9159133 9.8507875 7.4747719 6.7891150 9.2673855 6.4693585 12.4516230 12.0280956 9.4239046 12.9185226 12.7773895 6.5121083 8.5663608 9.7505826 10.0873851 9.6936866 8.1521682 13.1032004 7.9059291 9.7628042 4.9376363 1.4140814 10.5600081 8.2720568 12.7821732 10.6283951 12.8520881 8.5278183 6.7449926 9.8382422 9.8663172 7.1214351 14.1235368 11.0222246 10.4523092 13.8326534 11.1542784 1.4140814 11.1445461 7.9337125 11.2350527 7.8319285 7.8445288 10.2406245 11.6989001 10.9729750 10.8096102 6.7178573 7.1888628 3.9990349 10.6643745 12.3249061 7.8776001 -0.5859727 NA 9.3536552 12.6643744 11.0523988 7.6761708 9.9503232 11.4409452 11.7655674 10.2318591 10.5587343 10.3675450 7.8149554 11.5635056 5.3682725 9.5789830 6.2214305 9.5304200 9.0776342 6.9218707 11.5310599 8.4336668 11.4615408 9.8053195 1.9990259 12.8245274 7.3566492 6.9839319 8.3513028 10.5061725 9.8559827 5.7178573 7.4253032 9.2068664 7.0139892 12.3758874 7.2658250 12.4216289 10.2736108 0.4140273 11.2751629 11.3949296 10.7655674 1.7359987 10.4197006 9.4140761 4.4584673 10.4693584 4.9990394 7.2967189 8.5989513 8.8918344 9.6355543 6.9139222 8.7224151 4.5433598 10.6942668 10.3624433 10.5427148 12.5636644 10.3126774 10.5555446 9.8642563 11.1868030 7.9686651 7.7132841 10.1806049 10.1419965 2.5840004 -0.5859727 0.9990619 10.3418540 12.2352421 8.2501264 2.7359987 9.3477666 8.1179796 9.9029204 TCGA-CJ-4874 73 0 NA 2283 kidney stage i t1b n0 m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 3 4 3 7 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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24.5901639344262 8.2451144 10.2026792 10.8920341 7.3908310 10.4262248 8.2116236 7.6230899 5.5979870 8.4838424 -1.4485086 0.8236678 3.0751903 8.4600201 9.4150395 4.8554067 10.2930945 12.1255114 8.0434807 9.6450452 10.6123236 11.0604128 14.3371156 9.7352631 11.3307313 7.6443848 5.1809832 7.3557590 11.9158991 6.1440851 NA 7.7165348 8.6443848 9.2416255 9.9836475 2.1365852 -0.4483117 8.6731610 9.4756978 11.4462559 9.5231712 6.1809832 5.7707973 9.7574208 10.5083667 7.2485956 11.3805574 2.7215477 10.5296229 10.7058128 8.1515402 6.5739955 3.0110662 11.1727637 9.9684252 10.1042967 7.9025669 NA 10.9112070 1.7005729 9.2282898 7.9820803 1.1365852 10.3086008 9.2354995 7.4794052 9.7231797 0.8735770 6.2863378 9.5166903 0.1365852 10.2555312 10.0589267 10.0444822 5.0110573 11.3703416 11.0636272 11.2131830 8.9439451 10.0800817 16.2713841 9.2319872 8.7768350 10.8981414 4.1365934 9.2485951 7.7013744 10.5101803 5.4941436 11.9551723 1.3589588 7.2782208 8.9588954 10.7448449 9.1954837 4.0434845 9.2354995 7.8462482 12.2064874 7.8847829 15.8298183 9.4335064 10.8522175 6.4464448 11.5778052 -0.4483117 -1.4485086 13.1377050 12.6053838 7.0554538 5.3845161 9.1384674 10.1342401 7.4373243 10.8783380 9.5130773 8.2880295 9.2381281 9.1138700 NA 10.1832595 8.4630195 9.3884670 10.6224194 9.5014543 8.1791617 12.0046886 9.0303973 12.9260558 1.5516391 0.1365852 10.1686359 10.2000167 8.5431494 9.6250997 NA 4.6177158 1.3589588 13.7181438 9.7683734 10.0217780 13.1743086 9.7451529 9.1186330 9.5202944 4.2240557 6.2863378 10.4158138 10.7768350 9.3630024 11.1733590 10.0384627 7.7439202 8.4403709 11.1617297 4.1365934 0.8735770 4.0434845 8.5670426 1.3589588 -1.4485086 9.0110592 13.2001537 9.7334011 9.5753819 9.5109052 2.2520523 9.4992645 7.6337763 9.5005424 13.3541945 7.2863369 8.6601521 6.5403125 5.0624326 10.3027531 9.1375291 11.3722055 10.8396285 12.6470246 9.0474828 11.8187069 9.1837140 10.9223150 9.4380863 8.8219229 -0.4483117 7.5795339 11.4039620 11.4958657 9.3748037 9.0303973 11.8884131 8.5712183 10.0903015 11.5372917 10.6834845 4.1663379 9.7500727 7.7382125 5.5850497 6.7900317 0.1365852 8.2658733 6.5960212 12.8515511 10.1561808 8.8427982 10.7729126 10.2525008 9.3860987 8.0692972 10.4725089 9.0869029 7.4912069 9.5767672 1.7215477 4.8184160 7.2485956 3.1365852 7.8690404 4.0110573 11.0179591 7.0028386 10.1487491 5.2682061 NA NA 10.5530358 10.6575361 11.0036114 11.0604128 10.2394406 9.2485951 8.7959916 6.2234863 11.5544426 11.5710446 10.2516338 11.0910288 -1.4485086 NA NA 9.7977743 9.2964615 8.7152774 8.6377638 12.8510503 14.6499065 11.2782715 7.8182505 9.8387627 -1.4485086 NA 0.1365852 -0.4483117 14.4154993 7.9396450 8.7971803 11.6207417 NA 7.4158136 9.3363115 11.0924821 4.5058211 10.0202516 9.9080796 9.5050966 8.3670110 9.4189063 11.3783747 11.3601897 9.1891581 11.5154268 7.6014759 9.4080531 7.8042930 9.5850506 4.4452301 7.0050215 9.9266671 0.00319100 -0.00304750 0.01237600 0.51525000 -0.00277070 0.00000000 -0.13833000 0.00235810 -0.01409000 0.00319100 0.00319100 0.00319100 -0.00304750 0.00221930 -0.50349000 -0.50192000 -0.50194000 0.01237600 -0.02921500 0.01796300 -0.04211000 0.00000000 0.00000000 0.00000000 -0.13833000 0.00027728 -0.00745330 -0.11939000 0.00583090 0.00069327 -0.01147300 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.5746889 7.0830091 9.9293803 6.3848338 -0.4483117 8.4749551 8.5029121 9.7871992 9.8358734 11.8042738 10.6397533 0.1365852 6.7756287 9.3387139 2.8735573 8.2846428 11.2475083 6.5403125 NA 5.9353324 4.5516268 0.1365852 8.9726404 6.3460438 10.1292405 10.2930945 11.0916757 8.2658733 0.1365852 -1.4485086 NA 10.0820339 7.4585182 9.1062164 NA 6.7315363 9.573996 10.314010 8.160806 9.688619 8.329705 6.272727 9.888134 5.751300 9.984691 9.581605 6.129056 7.680911 10.570176 7.276141 13.558699 10.578497 10.249030 13.191477 13.032165 7.067328 9.186439 9.535334 8.732780 9.059422 6.882544 13.098341 9.309018 10.125748 4.660153 3.458513 10.099968 8.590547 12.991588 7.954640 12.926056 8.591917 8.262434 9.300659 10.157107 9.745153 15.581281 11.173359 11.043230 13.902429 10.401814 1.551639 11.075435 11.161268 10.064862 9.137529 7.615023 9.752526 13.006891 10.965256 11.910553 2.136585 4.701377 6.352527 11.608773 12.496431 7.279548 -1.448509 NA 10.372205 13.018787 10.807530 7.724055 10.767161 11.4667601 12.9815573 10.2930945 10.6123236 9.7352631 7.0751892 10.7968832 6.1290563 9.1755091 5.7114977 9.5353337 7.2485956 8.5781511 13.4010762 9.7358831 11.6747790 9.8859009 2.6390932 14.3512128 5.7847683 6.6757496 9.2506968 10.4660127 10.3419761 4.8184160 9.1690950 10.3399381 8.4642026 11.3387139 6.3460438 12.2686614 10.7783408 1.8735376 11.7024855 10.3947635 10.4875293 1.8735376 10.8931464 9.2820978 3.2520674 10.3857036 5.2520674 9.3214655 8.4749551 9.5109052 9.1038163 2.7995640 9.2624341 3.7995536 11.4039620 10.4430316 11.4635813 12.8515511 10.9541068 11.6212452 9.5767672 10.6789772 7.5628545 5.6284441 9.7253047 8.8019259 4.3589799 6.6657864 -0.4483117 10.6892592 11.4340452 9.2160748 5.0907857 7.4158136 8.0985222 10.0048982 TCGA-CJ-4875 67 1 3554 NA kidney stage iv t3a nx m1 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 5 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2.56633e-06 1.040404e-06 6.66666666666667 15.2380952380952 19.047619047619 28.5714285714286 30.4761904761905 10.07898415 10.36489291 10.26046949 6.53301507 9.48268415 7.37182368 4.25172667 8.72098261 8.66864428 NA 1.08181681 5.79604999 5.05908267 10.02285228 9.35093123 10.14519966 11.50518319 5.01254186 11.17917835 10.80503887 11.58662360 14.43132152 10.08461960 10.98982185 8.20333821 8.12619854 6.32973177 11.60045775 7.13165327 NA 8.03600103 9.53815905 10.20463264 10.41551901 3.47412450 1.40375854 9.05621907 9.10278461 10.38672625 8.42165461 6.76128527 11.97491651 9.28024973 10.27162912 7.22646325 10.43715573 7.81312381 10.78570821 10.50123819 9.01696954 8.64595415 3.16926762 10.02138381 10.60438616 10.09163320 7.61318611 NA 9.94424045 2.08181681 8.35792890 7.93042748 1.08181681 10.47840936 9.21879570 7.68543072 9.57301639 1.08181681 6.56562002 8.75776168 1.40375854 10.37757354 11.34566061 9.50702057 4.86316537 10.35162093 9.99768405 10.80503887 9.42054093 10.68682107 15.22964550 9.25423215 8.77877202 10.35034663 5.42165419 9.65545183 8.04180642 10.86357411 4.96444946 11.95467183 4.03413646 9.39591195 9.73195877 10.63158925 9.03163119 0.08174865 9.60045784 8.48481645 12.22295380 6.92729442 14.40300906 9.92022064 10.46432601 8.61707988 12.13182327 -0.91811503 4.69651692 13.49483746 10.90278133 9.28759788 3.25173424 7.86643945 9.16528389 7.89237645 10.40542242 8.21108766 8.78916388 8.65923351 9.81481988 NA 9.55449542 8.43274399 9.29976232 10.43990629 9.49331569 8.07332647 11.29590206 9.44374836 12.24356636 1.40375854 1.66675659 9.92572562 9.44605975 9.44593936 9.50176475 NA 6.90198311 4.03600213 14.14047286 8.92415483 11.35560019 12.98352004 7.24167623 10.34331188 10.30701201 3.40373127 7.25172951 11.03236048 10.15460713 10.28820858 11.19899641 10.22071629 8.71661577 8.60340492 10.78441025 4.03600213 2.08181681 3.47412450 9.63926835 -0.91811503 1.08181681 10.33151064 12.39497109 10.86684834 10.84916150 8.68357541 2.08181681 10.38558537 8.52267372 10.10411699 8.99768391 5.65166022 9.36489302 7.46118310 5.93978605 10.12140919 7.97054769 11.01807448 11.52111607 12.56863963 9.83251157 12.29703424 8.90994107 10.22773674 9.98342575 9.70019017 NA 8.41942639 10.61074702 8.25957286 8.76404421 8.82663841 10.70294076 7.34859096 9.50176475 11.22805506 10.74402794 6.01254186 10.24859532 8.94160344 4.93978605 8.05334814 -0.91811503 8.13708695 5.88915956 12.66418185 10.49225599 9.05047150 10.95908873 10.70888248 9.27286372 5.91469367 10.89243649 9.12072362 7.37182368 9.67239157 -0.91811503 5.57365628 6.16926762 4.66676795 7.87946624 4.47412450 9.87215311 6.32020846 10.01991398 6.93455306 NA 0.08174865 10.63447375 10.33860302 11.49807436 10.84833351 12.10243738 7.19554643 8.76479929 6.88043820 11.20398551 11.00401732 10.32378775 10.94250366 3.40373127 NA NA 10.09373063 9.60928163 9.62386924 4.54123604 12.63531391 13.78349011 11.02431913 8.09886376 9.86807417 1.08181681 0.08174865 1.40375854 NA 13.52733683 6.68171771 9.58364187 10.73016220 -0.91811503 8.53713180 8.50386946 11.15360213 8.68357541 10.37585094 9.72114534 9.29247602 9.19163519 9.24796761 10.80418524 10.08602513 9.14519979 10.69559405 8.00066766 9.91943260 7.29125820 11.15259642 4.88915713 9.28292393 11.56562040 0.00000000 0.00021553 -0.01022400 0.58176000 0.74179000 -0.00642830 -0.01910100 -0.00144750 0.05759000 -0.00463110 -0.00463110 0.00000000 0.00021553 0.00021553 -0.01484000 -0.81511000 -0.01022400 -0.01022400 0.00160250 0.58105000 -0.00033897 -0.01062300 -0.01896300 -0.01896300 -0.01745200 -0.00476940 -0.00332930 -0.72610000 0.38925000 0.01050200 0.05759000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 0.397 0.389 0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.581 0.581 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 0.397 0.389 0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.581 0.581 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 10.1857480 6.9521693 10.0287109 7.5475748 NA 9.2529814 7.3532677 9.9620310 9.8713382 11.7065155 9.5453290 2.4037313 6.3297318 10.0014128 2.2517191 7.9115274 11.6589974 7.4611831 1.0818168 8.3625755 4.9886938 0.6667566 8.7418007 7.8827048 12.1610711 10.1451997 11.4042961 7.9210084 1.0818168 NA 1.6667566 10.3112243 8.5716525 8.9335538 -0.9181150 8.4171951 9.44374836 10.21173149 8.36257553 9.63543391 8.59553238 6.86970734 9.73554536 5.36720680 9.11935151 9.63158925 7.67051958 7.39468733 9.82747895 6.36720680 12.28024964 11.55804454 9.79776656 13.25079006 12.85844327 5.96444715 8.13979639 9.15728377 6.92729442 9.34389945 8.05334814 12.98436815 9.16794093 8.59553238 4.98869377 1.08181681 10.07898415 8.29612377 11.96023878 10.17257865 12.24356636 9.35443431 6.27162923 9.67892596 9.54839096 7.24167623 14.66864440 11.19899641 10.45901514 13.62695009 10.25673035 1.08181681 11.58811218 8.70202442 10.25610617 7.97054769 8.54737116 9.60242329 12.09390532 10.87093067 11.45955739 4.96444946 7.14250023 5.62096463 10.46982189 12.86827845 7.52474777 0.08174865 -0.91811503 8.92258262 12.35923731 11.16809681 7.49543215 10.41104039 10.85122925 11.97301872 10.14519966 10.80503887 10.08461960 7.96444773 9.10832816 5.82327042 9.47197348 5.69651414 9.45466964 7.22646325 7.98869548 12.25701575 8.25172951 11.17224791 9.85081598 2.66675659 13.76452493 8.79536306 7.70751375 9.33931023 10.04470066 10.12892848 6.88915956 7.57365779 9.89398191 7.83669232 12.44717019 5.14789278 11.69559410 10.43329604 0.08174865 12.70339865 10.92297583 9.90517186 1.40375854 11.24890907 9.71025008 4.80972312 9.70385635 4.57365930 7.31542403 8.98267136 8.68357541 9.21077848 3.72566482 9.72114534 4.96444946 10.61074702 10.79605016 11.04650648 12.66418185 10.78873228 11.04180656 9.67239157 11.16295514 7.80972505 6.74714030 10.34154784 9.61708006 1.88916200 4.50806730 0.08174865 9.75599682 12.72510051 8.12346393 4.72565937 8.53713180 8.36951709 10.94133942 TCGA-CJ-4876 57 0 NA 1955 kidney stage ii t2b n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 4 1 3 3 3 3 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 2.080808e-07 7.31707317073171 14.6341463414634 26.8292682926829 29.2682926829268 21.9512195121951 8.6764741 10.2537370 10.4997840 7.7021609 9.9728362 5.7301753 NA 6.3526014 9.5781719 NA 1.1567202 5.6146981 7.6908005 9.0342366 8.6206967 9.7866251 12.2065318 4.2623956 11.4269821 10.8041930 12.4571529 15.5952361 10.2464811 11.0192717 6.9221265 6.7522013 6.0828473 10.8328978 5.6503223 NA 7.7043934 9.2175821 10.5191819 10.0347984 3.2313710 1.5151573 8.7644450 9.3766922 9.4883469 8.8176380 5.0297356 11.8714569 9.7992426 10.2484197 7.7952702 8.6793510 2.4082499 10.7099190 10.5087071 8.0543210 8.6993292 -0.2921219 8.5454352 10.3476001 11.3107380 7.7049867 1.2927817 9.8982492 1.3023483 9.9812881 7.9462121 0.7077898 10.1517868 8.9592897 8.6056529 9.7577647 2.2927817 5.3943083 9.0093035 2.7952682 11.3608762 10.0958245 6.7952695 3.2927670 9.6694667 13.9375649 11.3314601 9.0861020 9.6943603 14.2436293 9.4817706 7.6177003 10.3049286 4.1672375 9.7752415 7.4186133 10.5054688 3.5657921 12.0875917 2.1763866 6.9953353 10.7049867 9.8286931 9.6627305 3.7078119 10.0763136 7.8396642 12.3234369 7.6444454 16.2319697 8.7301749 11.3274678 7.3943075 12.2000360 0.2927817 2.5151573 14.3737815 12.3420511 8.1916229 5.9932101 8.9978261 9.4263400 9.0465437 10.6847293 7.5343558 8.2391885 8.8071549 8.8202466 -1.2922985 9.9408276 7.5873905 9.7705280 9.5866246 8.8396642 8.3280273 10.9061725 9.8176378 12.7413163 1.0297002 0.2927817 10.0526578 8.5070890 9.2652709 8.9943650 NA 6.6793506 2.0297356 13.9642002 8.9757643 10.0308620 14.7614574 6.6735918 10.5976914 10.4689429 2.7952682 6.8976313 11.1227567 10.4776451 10.5042525 12.4972828 10.1641616 8.4408227 7.6850873 11.1309231 3.9932124 1.5151573 4.7301726 8.7494662 -1.2922985 NA 8.6041395 11.8999459 10.1986581 12.2290396 8.5199845 2.5151573 10.2875945 9.1875874 9.6195812 11.6559919 5.1996606 9.4710196 6.4082465 5.9172599 10.6296481 7.7467259 10.6761140 10.9690207 11.1439982 9.5119382 12.0753585 8.7329468 9.7926156 9.3934321 13.1550196 NA 6.6793506 10.6311348 8.1747809 7.9737737 9.4735077 11.8460790 8.3749186 9.5681182 11.8521468 11.3888260 5.8877153 10.0763136 8.3343010 5.4626937 7.7819485 1.0297002 6.8727143 5.7846218 11.8925276 9.2700498 9.1559235 10.5147595 11.4541116 8.9196955 5.1171963 11.1761691 9.1815131 8.4134396 9.5973112 0.2927817 4.2623956 6.0741286 0.7077898 9.7014532 3.9557313 10.7102707 4.8163335 9.2284260 6.0024280 -1.2922985 -1.2922985 10.9804370 10.9622453 11.4805342 11.7669827 11.5237908 9.1108192 7.1996606 7.1164344 11.3496332 10.8169849 9.5688942 10.8502334 4.0297356 -0.2921219 NA 9.8645223 9.0206903 8.5247909 7.1298723 12.9290167 12.7486962 9.8267484 7.5030680 9.9984021 NA NA 2.4082499 -1.2922985 13.7097431 6.9074796 8.6146977 11.4480096 NA 6.5781719 8.6595875 11.2578325 7.6266706 10.2464811 10.3063250 9.3011983 8.8447983 8.7021606 11.6688951 11.0311435 8.8409494 11.2679012 7.7846231 10.4488529 6.3077199 9.4348767 3.8587767 8.1214351 10.5850914 0.5436900 0.4777300 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-1.2922985 8.3660188 3.2927670 -1.2922985 9.1097534 7.6206964 10.1582504 9.7866251 10.4185534 7.6236869 -1.2922985 3.2313710 1.0297002 9.4408225 7.3408026 8.9050238 0.7077898 7.1996606 9.916042 10.483006 8.726007 10.265749 8.975764 4.685088 9.975179 4.489164 9.518379 9.928186 7.069750 6.495710 10.511938 8.189607 12.858189 10.448010 9.895159 14.002464 12.049465 7.537530 8.020690 8.811095 5.134073 9.840949 7.025219 12.966152 8.013869 8.780610 2.707812 1.292782 9.579712 7.818943 13.655216 10.326651 12.741316 8.587390 7.635585 8.471020 9.972836 6.673592 14.853719 12.497283 9.813716 13.789956 10.717286 -1.292299 10.914211 11.115341 10.594647 7.746726 7.867678 11.100393 12.506279 9.503035 10.553297 5.626670 5.515164 4.515164 11.702514 12.543266 7.834512 NA -1.292299 10.353015 12.645273 11.434366 7.667809 10.749466 10.8055102 12.4670713 9.7866251 10.8041930 10.2464811 7.3872876 11.7358859 5.5904493 8.9074796 4.5151637 9.9117669 7.7952702 7.1382595 11.7128878 9.8839804 11.3428451 9.2786116 3.5657921 13.1133476 5.7580899 5.5904493 8.6381010 11.4790903 8.8396642 3.2927670 8.1692867 10.0459865 6.1171984 12.3776888 2.7952682 10.5215885 9.9527656 3.4082499 11.2296530 11.0823034 9.9521710 1.2927817 10.0201230 9.2700498 3.9557313 9.9378277 1.2927817 7.5470110 7.1835411 8.5199845 9.9393344 5.5406969 8.6879467 4.0653569 10.6311348 10.2700496 11.0573649 11.8925276 9.8852267 11.2212881 9.5973112 10.7962642 7.6266706 4.6385431 10.7228738 9.6957818 0.2927817 NA NA 9.2955848 11.1918144 8.4012943 2.1672295 6.5781719 7.9318089 10.3307742 TCGA-CJ-4878 71 0 NA 2186 kidney stage iii t3a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 2 NA 4 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.8339033 9.2726536 -0.8254657 -0.4693299 4.9819759 7.9093309 10.1907332 7.8039780 10.7325637 11.5712262 6.5409432 11.0449861 11.0618420 12.0906874 14.2989213 9.8003303 11.2278685 6.2935618 7.0934841 7.0633649 10.4993645 6.4320090 0.7595820 8.6217047 9.5155841 10.3852928 10.4937290 1.9819622 2.9819805 8.7670784 9.4530708 9.3432934 9.6942576 6.1404065 -0.8254657 10.0503707 10.2746266 7.0449864 9.5945816 3.4965518 10.4577097 11.1784906 8.3116126 7.7137803 2.3445445 9.6744674 9.7311274 10.6649709 8.2700182 -0.8254657 10.0353204 2.6340588 8.8238777 7.9592561 NA 10.3840747 9.6574294 8.3669140 9.3901543 NA 5.0326034 9.0232443 3.0815101 9.5701555 11.1997610 8.4897709 5.4965486 10.9926522 9.8390686 11.3523524 9.0724668 10.1795440 16.2598241 9.3804147 8.3742936 9.8461625 5.2831476 9.9924045 7.4082414 11.7246466 5.7292101 11.8175756 1.4965646 6.2802159 8.2726536 11.3202351 9.2258304 4.4965518 9.5453087 6.7819511 12.0553528 7.2987426 13.9075626 8.8076167 11.7434136 7.6824160 10.9403219 NA 3.0815101 13.7995882 11.3284900 9.2339659 0.7595820 8.4507457 9.8247756 6.0572640 11.7258490 9.2987426 8.7689458 8.4577096 9.1389624 1.4965646 10.2726535 8.2380163 9.8076165 9.2353173 8.3791925 8.5453089 11.2706743 9.3307045 12.1182351 1.4965646 -0.8254657 9.1997609 9.5914189 8.5539998 10.1149350 -0.8254657 6.3545297 2.3445445 13.6616449 4.4965518 10.9386636 12.5772338 8.3986231 8.3013261 9.6019342 1.7595820 7.1461654 11.5749672 10.6128935 9.2066672 12.5957000 10.6061190 9.4553922 6.5669384 10.5523742 4.4600217 -0.8254657 4.6981851 7.6784473 1.9819622 NA 9.5712261 12.2602598 9.1317235 10.2080443 9.0542046 3.0815101 11.1357093 8.1604634 9.5113289 11.2254903 7.9261655 9.2039086 7.6824160 5.1053596 10.2400375 9.3000349 10.8541015 11.2386905 12.6733460 8.9932676 11.3407845 8.3718381 10.6035050 9.4118313 10.3619735 NA 6.9428054 10.9726881 12.3298998 8.5213566 10.1273627 11.3338620 9.4070423 9.9177728 11.4118314 11.5423091 2.4965390 10.5771006 7.7407515 3.1746141 6.7060028 3.0815101 8.6258327 6.9361727 12.3965106 9.4046418 9.5365653 10.7810266 10.7539373 10.1068361 8.7893312 10.6578325 8.7079513 7.7782480 10.1009174 1.9819622 4.9559823 6.6258330 2.6008882 5.5321736 2.3445445 9.7147495 6.6824160 9.1171358 7.0312959 0.1746621 NA 11.2025274 9.9811710 11.5219659 11.1679137 12.3808727 6.8470473 9.6776719 5.2366151 11.3904577 10.6972029 10.4130262 10.4925992 NA 0.7595820 1.1745982 9.8646194 9.2831458 9.5222427 4.9295070 13.5073573 15.0175119 10.8948657 8.4277361 10.0845145 NA -0.8254657 NA NA 15.0458288 8.0934846 9.7577042 12.0011699 NA 8.6422268 8.6271096 11.0216788 8.0201116 11.0403547 9.7838001 9.9803652 9.3889405 8.8991351 11.5469423 11.3407845 9.4600235 10.1193335 7.8292572 9.6289206 6.9093315 10.5027353 5.5731079 8.9018613 9.6981834 -0.00110870 0.00291330 0.77387000 0.02076300 0.00583090 0.01084200 -0.00193990 -0.02356600 -0.09234500 -0.02507200 -0.00110870 -0.83310000 -0.00186270 0.00291330 -0.81276000 -0.79135000 -0.79135000 0.02034300 0.02216400 0.01964300 -0.79327000 -0.79878000 0.00437000 0.00437000 -0.00193990 0.00583090 0.00930980 0.00458000 0.00097526 -0.05617300 -0.09234500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 10.6634658 6.0201110 9.7957575 6.4140763 NA 8.6320024 6.3937903 9.4842570 8.1317232 11.5827919 9.7623990 NA 6.0201110 9.5178072 5.5621203 8.5010510 10.7320851 7.6824160 1.4965646 7.4034399 4.6340530 0.7595820 8.4177956 7.0511382 10.7743809 10.7325637 10.7931812 8.9608910 1.1745982 0.1746621 1.4965646 9.5572454 7.8819802 9.2700184 NA 4.6981851 10.3090477 10.1597518 8.2487630 12.8713716 7.9194551 2.9819805 10.2857571 4.2620873 9.2380165 8.6523797 5.7292101 7.1404055 10.3986230 6.6664740 12.7011206 10.9274201 9.9924045 13.9155616 13.3347292 7.4553922 7.7856460 9.3218264 6.7520501 10.2857571 7.5409432 13.8708826 8.8310462 8.4507457 4.8750625 2.8750526 8.3937899 8.8698498 13.8678905 10.6113330 12.1182351 9.5453087 8.1200652 9.8229790 13.4386974 8.3986231 14.4566238 12.5957000 11.5401237 13.4320092 10.4272869 1.9819622 11.0208953 8.8094325 9.3103306 9.3000349 8.4177956 10.2059779 12.7235637 8.8488135 11.3727595 1.4965646 6.6744677 5.7893302 10.7828762 12.8389576 6.2299032 0.1746621 -0.8254657 11.8600272 12.6023271 10.9950357 7.9261655 10.8974289 11.5340964 12.9932036 10.7325637 11.0618420 9.8003303 5.1053596 12.5334099 5.8328318 9.1112593 5.9025415 9.7292103 7.0449864 6.3445462 12.3785169 9.5604838 11.1273626 11.5810922 0.7595820 14.3505607 6.3746865 5.7893302 7.7173049 9.2474239 9.5233495 2.8750526 8.6744674 10.7416268 8.2433997 11.1952541 4.0815101 9.9706610 10.3570157 0.1746621 12.0420932 10.5205810 10.7147494 NA 11.0908741 9.5945816 3.9819805 10.1625959 3.2620873 8.6299485 5.9690376 9.0542046 9.4287406 3.9295070 9.2896650 2.7595820 10.9726881 10.4431634 11.5083358 12.3965106 10.3077637 10.6040281 10.1009174 10.9767338 6.5924735 4.4965518 9.9370034 9.7975884 0.7595820 5.9295093 NA 11.2349796 11.8778934 9.4166046 3.0815101 8.6422268 7.7856460 9.4308301 TCGA-CJ-4881 41 0 NA 2014 kidney stage iii t3a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 5 2 5 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.0557362 14.8591275 10.1278451 11.0821724 9.1514349 8.0546689 6.3475009 14.2833897 7.8420077 0.4326388 8.9069988 9.4632840 10.0037374 9.7842923 3.7545455 0.8476763 9.6042107 9.2760146 11.4243749 9.0436417 6.7363979 9.4678741 9.5874349 11.0734643 8.5183105 11.2525298 6.4475676 10.2602241 10.6682322 9.4373054 8.2718206 4.0175835 11.6152181 10.6170790 10.1695824 7.8277936 3.8476562 9.8786524 1.2671762 9.5440481 7.9483164 4.6290127 10.1678908 9.6654374 8.4041602 9.6638061 1.1696044 7.4987056 9.5262545 8.9678923 11.1103364 10.6923601 9.6371880 5.7424725 9.9270858 12.2180693 11.0552788 9.0776748 10.0275634 15.9158133 9.0800753 8.3233876 10.2019037 5.2905977 9.3839015 7.5022900 11.6704243 8.7694954 12.9493838 3.0477129 8.7726300 9.8256497 10.6574224 9.0644000 -0.1523237 9.7164769 8.4494252 12.1632285 7.1740838 15.1322543 8.7857637 10.9844083 8.0619733 11.6724142 NA 9.4354319 13.0766233 9.9164326 8.1353666 2.8476562 9.3019536 8.6058776 9.8398845 10.9753262 8.3751311 8.4623640 8.3294537 8.6533983 -1.1523237 9.5550133 8.9110495 9.5385254 9.7989390 9.8334962 7.7842920 11.5106920 9.7394380 12.2250004 3.8920510 2.3070787 9.5121016 9.9256583 8.8003955 9.8033042 NA 2.3070787 3.4915068 14.1614585 10.1718348 10.7579222 10.1491505 8.3790356 10.1958291 10.3731751 4.5200828 7.0325296 10.1370969 10.5713152 10.1307426 11.5669896 10.8320727 8.6141831 9.6067102 10.3244005 3.3712103 4.1330538 3.4915068 9.5832103 5.1144420 -0.1523237 10.2024547 12.7527592 10.1645015 11.1382492 9.1763293 3.0955869 10.2575756 8.1214501 9.8660980 7.1830448 5.8249333 8.8658545 6.9351167 6.6550097 9.1963825 8.0932068 10.5644737 11.3734198 11.6267581 9.4033363 11.8745235 8.9509422 9.6805443 10.0607585 9.6558140 5.0571080 7.4549844 11.0482465 9.0171909 7.3588138 9.4797407 11.0185182 8.7241714 9.7056353 12.4385922 10.9137435 5.6678325 11.1947220 9.4839345 5.2226925 8.3712164 -1.1523237 7.9324628 6.2485329 12.6952011 10.4933128 8.8349182 11.1161963 10.3344893 8.8920485 4.4326187 10.8638079 9.1353666 7.6868584 9.9916752 2.7545455 4.6550083 7.3984008 4.5608005 8.4642031 4.7545455 10.2957707 6.4475676 10.4046297 7.1228942 NA -0.1523237 10.8790109 10.4382414 11.5770626 11.1135623 11.6127332 8.1399759 7.9854139 6.2456288 11.0722590 10.6542040 10.2291972 10.6129404 -0.1523237 1.1696044 -0.1523237 9.8734859 10.1886170 9.4842789 6.3945484 12.9101221 12.5849017 11.6121113 6.8938512 9.6582259 -0.1523237 2.1695723 0.8476763 0.4326388 13.9066184 7.2313585 8.9430513 11.4415123 NA 8.6257315 9.1634039 10.8109116 8.3435095 9.8342075 9.9910375 8.5428825 9.7164769 9.3172962 11.2589005 10.6062940 9.0534475 10.6642380 7.8047564 9.4326169 8.8810772 10.3829297 4.6025400 8.2544972 11.1647842 0.639040 0.011420 0.188000 0.026113 0.000000 0.794160 0.011420 0.036955 -0.016150 0.015607 0.015607 0.637940 0.011420 -0.504720 -0.505550 -0.505550 -0.134940 -0.510200 -0.117810 1.014500 -0.165850 -0.134950 -0.495780 -0.500570 0.011420 -0.051027 -0.313290 -0.502440 0.037662 0.021624 -0.016150 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 -0.344 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 0.659 0.794 -0.492 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 -0.344 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 0.659 0.794 -0.492 -0.492 0.000 0.000 10.6306526 6.8420083 9.8277939 7.3342080 3.0175835 9.5721681 11.1732408 10.7495620 10.1445706 11.7689058 10.0558887 2.3070787 6.1605370 9.6837047 3.0175835 7.8191981 10.0288066 6.9351167 2.3070787 6.6550097 5.6420690 2.0175656 8.7149330 8.1852764 11.2070387 10.7110663 10.6108169 7.9769375 1.4326388 1.6550312 0.8476763 9.9756487 7.5891215 9.0387135 0.4326388 7.4137083 10.530210 10.364339 8.871409 11.220791 8.832073 5.667833 10.025074 4.705635 9.797481 9.963998 7.804756 6.875560 10.054058 7.632289 12.890083 11.996607 9.865854 13.171835 12.862198 7.307086 9.186391 10.774691 8.919117 9.663038 7.807656 13.188408 8.667833 6.527134 7.066823 4.730298 10.672215 8.484279 13.183324 10.160537 12.225000 9.044871 7.076473 14.220553 10.387782 8.379036 15.722143 11.566990 10.978868 12.604106 10.334992 5.520080 11.881937 9.873486 11.475188 8.093207 7.819198 11.181089 12.423430 10.721867 11.849062 5.323388 7.919117 5.680544 11.008156 12.547227 8.294737 NA -1.152324 10.726088 13.149436 11.426933 7.612526 10.457756 11.073765 12.241179 10.711066 10.368764 10.127845 7.480650 11.664838 5.462363 9.606710 6.484278 9.686858 8.518310 7.151435 12.349719 8.400324 11.663038 9.734113 3.095587 13.065461 7.693552 7.076473 8.195652 10.536342 9.830648 4.339508 8.242117 10.033149 6.892049 12.486316 5.548094 11.769309 11.271558 1.655031 11.641867 10.890682 10.441979 2.017566 10.613355 8.882453 3.892051 9.885887 6.265506 8.102683 6.512990 9.176329 9.513834 7.816321 7.935117 4.870024 11.048246 10.591647 10.859930 12.695201 10.268667 10.328444 9.991675 11.314496 8.030049 6.520080 10.308110 10.299896 2.017566 -1.152324 -1.152324 9.901580 11.354160 8.794560 3.169588 8.625731 8.064400 9.711840 TCGA-CJ-4882 57 0 NA 1883 kidney stage iii t3a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 1 3 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.1431015 7.8814150 9.9600555 11.1751861 8.0200204 11.3070218 6.2471243 10.3286720 12.2488879 9.6195926 8.3145243 3.8610621 11.4613173 11.0602926 10.1706462 8.1565225 3.3085211 10.3396705 1.4016305 9.8435416 8.1020744 5.3789139 9.8226476 10.4002253 9.0740601 9.5747122 2.7235586 7.3846284 9.8142046 4.9865975 12.6439157 8.8194875 8.8445784 6.1158801 10.7817982 13.6418298 10.9776466 8.9446667 10.4589496 14.7508815 9.6602008 8.2658208 8.8753405 5.7939531 9.6220132 7.2596162 11.7059861 9.6183807 12.9190581 3.1777424 8.5109168 8.9638772 11.3404793 8.9193043 2.8610621 10.2819836 8.9330164 12.2846599 8.0986022 15.5653250 9.2827488 10.6093508 9.3412139 11.4236557 NA 7.1363442 13.7501555 10.8533611 8.9619676 4.2596190 8.9959593 9.7864185 9.1681636 11.2126080 8.8194875 9.3959882 8.3959882 8.6847230 4.6110897 9.7224353 9.0634129 10.0553756 9.9494933 9.4837837 7.4184430 11.6021779 10.0678588 11.8328712 4.6495637 2.2089854 10.0907592 8.6208034 8.5127705 10.0071143 2.5715555 5.2089893 3.1020702 13.7986409 5.3085247 10.6334560 10.1020745 8.0052613 10.0942503 10.6939565 5.8934884 7.4514831 11.1016410 10.7398140 10.1227339 11.8209288 10.4917472 8.4184430 7.7503626 10.7048447 7.4295406 4.5309197 5.7939531 8.6893470 7.5101589 0.4016305 9.6328560 12.5735934 9.1397271 9.5022972 9.8046468 4.4460312 10.0355381 8.1295550 10.3354287 10.3565581 7.7280640 9.1158804 8.3025014 6.9689824 8.8874640 8.5257561 10.9818934 11.6979775 12.7462081 9.4138682 11.4623307 9.4636809 8.3470787 9.6110881 11.5781197 8.0163448 8.4596267 11.0373529 6.9644876 7.1748398 11.1673353 10.5354193 8.8089024 10.1606907 11.6844337 11.2522123 6.7679567 10.1414154 8.8785632 6.0309915 8.0015478 1.7235586 10.0775918 6.8610658 12.1452070 10.1887211 8.9291119 11.8904791 10.4460289 9.6049827 5.8110265 11.0708520 9.3130268 8.8914827 10.4446621 4.6495637 5.5309166 7.7099736 4.7591878 5.5309166 3.4016305 10.0355381 5.9865975 10.3986731 7.4528441 2.8610621 1.4016305 11.1498276 10.5257561 11.2964525 11.0513401 11.6055945 6.8445777 8.6870369 6.0113301 11.4734323 10.9992218 10.1235883 11.4288497 4.6495637 -0.5983695 NA 10.5431034 9.5914593 9.7864185 2.4016305 13.8360024 13.7209541 11.4364337 8.9352564 10.8620907 3.3085211 2.8610621 NA 5.1829942 14.2727700 7.6110883 9.4677239 12.0762685 -0.5983695 8.1895375 8.5397272 10.7624819 7.3731784 10.4603030 10.0499924 9.7982396 9.4016347 8.8236997 11.2611696 10.6424261 9.4100633 10.7184820 7.9790639 9.6331800 8.2627216 11.1854516 4.6552488 8.6117946 10.6996974 -0.0069195 0.0669450 0.0872450 0.0804560 0.0488300 0.0034687 -0.1387100 0.0435820 0.0116790 -0.0069195 -0.0069195 -0.0069195 0.0669450 0.0669450 -0.2675700 -0.2672100 -0.2672100 -0.2672100 0.0000000 0.0804560 -0.0232920 -0.0317280 -0.0402090 -0.0402090 -0.1387100 -0.0099565 -0.0423810 -0.0886390 0.0860710 0.0550880 0.0116790 -0.139 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.9917540 7.2658213 9.8672012 7.8757057 1.9865930 9.6672498 10.1098565 11.1896598 9.2719996 11.1746091 10.4623307 5.0454910 6.0740601 10.0418798 4.1565261 7.8445784 9.8944895 8.3025014 4.1565261 7.8854505 4.6110897 2.2089854 9.0705197 6.4569178 10.7964297 11.0209377 10.8851282 8.2873310 4.4890997 1.9865930 -0.5983695 9.9475646 6.9330166 9.0968630 2.4016305 8.4864433 10.175598 10.199296 8.743710 11.078033 8.750363 6.956224 10.499667 3.723559 10.577184 9.534777 8.041880 8.776674 9.947565 9.093378 12.877495 10.798775 9.860041 13.418269 13.090759 7.401635 8.875341 10.281218 8.687037 10.138037 7.719047 13.841141 8.865159 8.095122 8.418443 4.687038 10.662554 9.043687 13.576170 10.050891 11.832871 9.350002 7.719047 10.685302 11.665197 8.005261 15.734930 11.820929 11.641830 13.044025 10.814734 3.401630 11.082873 10.164847 10.594544 8.525756 8.098602 10.809965 13.029739 11.843541 11.308525 5.844579 7.156522 5.811027 10.627445 12.657401 8.192798 0.986593 NA 11.181764 12.659023 11.327011 7.163186 10.813146 11.844578 12.687037 11.020938 10.887967 10.829471 9.207379 12.336984 5.877369 8.838346 7.901481 10.246341 8.020020 8.329413 12.672650 8.854905 11.351097 10.449440 3.489093 13.850009 7.773977 7.349885 7.717056 9.827900 10.442609 5.956224 9.065193 10.381060 8.332372 12.450122 8.632856 12.286378 12.525595 1.401630 12.100339 11.566228 10.861579 4.489100 11.403395 9.435058 5.332371 10.594544 6.620803 8.606206 6.102074 9.804647 10.363699 9.412862 8.335326 6.196050 11.037353 10.813146 10.915362 12.145207 9.622013 10.259616 10.444662 12.708266 7.776675 6.827899 10.612915 11.155269 6.344149 5.377998 NA 12.437121 11.671033 9.207379 4.649564 8.189537 8.358737 9.745931 TCGA-CJ-4884 72 0 NA 1759 kidney stage iii t3a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 5 3 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.97220325 8.89269307 9.68698298 2.80628281 7.37310614 9.84301449 3.57182241 10.44255344 10.76048760 8.76860913 4.94379477 10.98667295 10.83143092 11.45770186 8.86249541 9.26408270 15.85257126 8.99116666 8.34389811 10.93351186 4.29172142 9.71318200 7.01574509 10.69594737 6.62391513 12.45086869 1.29172142 8.36160126 10.03077540 10.01428178 9.07214065 1.48434440 9.56917168 8.78585947 13.01171805 7.61106760 15.09217075 9.53557225 10.69008320 7.06179240 11.44978678 -1.51581030 3.94379946 12.99401454 11.64281514 8.25915006 4.89375535 9.40991764 9.27634010 9.25915030 11.35684571 9.44725932 9.35241404 8.00988403 8.61622020 NA 10.20759751 8.92003361 9.88043284 10.58535402 8.49419197 8.53284992 11.61174343 9.15147478 12.73924422 2.06932409 -0.51560404 9.45949474 9.82254247 8.78242593 10.15413406 -1.51581030 4.15678491 5.25254812 14.10349421 5.58239643 10.57447565 12.67248841 9.26326169 9.37766475 9.32514105 4.84191275 6.74645789 9.57447565 10.90089691 10.28970412 11.21976696 10.52328221 8.41952836 9.49068925 10.56051072 3.97621698 2.65429805 0.06928971 8.21228383 3.18480395 NA 10.41657799 12.91540372 10.46235861 10.83668262 9.29332749 2.48437018 9.95145929 7.97421093 8.56141932 7.52053697 8.17086395 8.44870400 9.13631189 5.63411113 9.75056413 8.71798275 11.55883925 11.16142216 12.33151847 8.77419767 11.83156935 9.14346715 10.41915984 9.55246968 11.37386720 2.06932409 7.62391440 11.07448242 10.49146061 9.58204636 9.90168828 11.37500749 7.54775828 9.46521681 11.71558441 10.55515508 4.26572193 10.09354195 8.58503877 5.39125218 6.77438252 -0.51560404 8.20717054 6.76513424 12.72202135 10.72872707 9.37766475 10.73466161 10.29533641 8.76976546 5.21228529 10.58128260 8.94379477 7.43564776 9.96918619 -1.51581030 4.99215661 6.11371925 5.37918080 6.57182544 3.06932409 10.78127946 5.32985194 9.75232026 6.09457601 0.06928971 1.29172142 11.25130618 10.33494073 11.54015405 11.26202952 11.37082192 9.02932754 8.96410314 6.63446549 11.09838284 11.02327961 10.11052859 11.34253852 0.48439596 0.06928971 -0.51560404 10.10137142 9.37690612 9.24923484 -0.51560404 12.86225157 13.31041511 10.07073399 6.96050128 10.14034104 -0.51560404 1.48434440 0.48439596 0.06928971 14.03074528 7.86374150 9.40024267 11.30613724 NA 8.67542254 9.33974558 11.21249632 8.05231916 10.30334479 9.79781324 9.34545005 8.42100107 8.88630931 11.56218035 10.63156815 9.46806946 11.22245550 7.94584294 9.70831658 7.90852953 10.57381369 3.69770711 8.29654046 10.50186763 0.02118300 -0.00138230 0.00000000 0.42570000 0.05808100 0.01084200 -0.01257900 0.00235810 -0.00857660 0.01684500 0.00251960 0.01474900 0.00221930 -0.00138230 -0.45072000 -0.45072000 0.00000000 0.00000000 -0.00567570 -0.00336260 -0.03599300 -0.45929000 0.17573000 0.17543000 -0.01395300 -0.00277070 0.00097064 -0.45490000 0.00569190 0.00277450 -0.00857660 0.000 0.000 0.000 0.000 0.286 0.286 0.000 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 0.175 0.175 0.000 0.000 0.000 0.000 0.000 0.000 0.286 0.286 0.000 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 0.175 0.175 0.000 0.000 10.22961736 6.89375414 9.89163092 6.54105479 NA 8.99512748 10.09400377 9.83645627 9.77668487 12.01956449 9.94430708 0.06928971 6.00006312 9.28040286 2.80628281 7.75582628 11.64439219 9.13631189 1.48434440 7.04660565 5.08427691 -1.51581030 8.67542254 3.39125906 11.14205458 10.49419187 11.06269109 7.98221499 0.48439596 -1.51581030 -0.51560404 9.89481458 7.94992940 9.29332749 -1.51581030 7.57976018 9.883107 10.272266 8.337673 9.531487 8.577120 4.592888 10.539307 5.329852 9.691377 9.626470 6.792702 6.868067 9.958069 6.722768 13.233133 11.126641 10.053744 13.326173 12.635616 7.245915 8.721573 9.381452 8.626470 9.373107 7.314086 12.963196 8.732291 9.764554 3.910627 2.732291 10.256678 8.432731 12.755607 9.871842 12.739244 9.274712 7.753490 8.978219 10.439650 9.263262 16.069634 11.219767 10.851505 13.451139 10.642657 2.184788 10.899048 8.225830 10.916122 8.717983 8.069326 9.719181 12.767741 11.434372 11.519334 5.484364 7.139000 3.613650 11.409918 12.562180 7.772076 NA NA 9.868607 12.974274 11.356020 7.268999 10.976717 10.91716610 12.81177553 10.49419187 10.98719500 9.21398391 7.94788762 11.10961547 6.25915006 9.68464887 5.73229091 10.04946537 7.05421901 5.97621698 12.50454455 9.64360388 12.01732786 10.03847240 3.23924527 14.01171806 7.55168981 6.76048710 9.54541706 10.17567055 9.97019248 4.87667901 8.51503037 9.62838411 7.17086345 11.41380662 7.56384834 12.38419217 9.87130355 NA 12.03330554 10.60848456 10.13899924 1.94380883 11.22308884 9.75932364 3.80629312 10.30733232 3.18480395 8.96515340 7.18826640 9.29332749 9.54793367 6.87668024 9.06838625 3.06932409 11.07448242 10.48963686 11.56268084 12.72202135 11.00277051 11.36547717 9.96918619 10.70201810 7.02352151 6.95603806 10.16779658 9.66613664 1.06935846 0.06928971 -0.51560404 10.63886495 11.81546211 8.92626990 3.61364952 8.67542254 7.47304817 10.24050253 TCGA-CJ-4885 64 0 NA 3451 kidney stage iv t3a nx m1 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 1 3 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.32301241 7.02871501 1.96065998 10.39946198 9.72524013 10.77794452 7.74679108 -1.49858633 10.75288069 0.82317869 8.44960594 7.75390400 0.08624028 10.68456376 8.64589688 7.48137806 10.16540575 -1.49858633 5.77736185 8.86756076 -1.49858633 11.27643728 10.15900357 9.31421796 5.88494219 11.65098247 11.53104336 11.16479665 9.09267681 10.24059721 16.12857292 9.40361370 8.77619909 11.73620560 3.96066924 9.18247704 8.39302228 10.55278733 4.91062714 12.95772130 2.39363586 7.54073328 8.34358904 9.94003032 9.12511999 2.30859387 9.44521851 7.78200944 12.19777145 7.76098202 15.57905107 9.47565319 10.73623254 7.23933121 11.47994897 NA 2.96067851 13.58691845 12.65328564 7.08243862 0.82317869 7.99709365 10.52741611 7.48992340 10.05582741 8.26942267 8.47278221 8.69229781 9.92750332 NA 10.16390687 8.53878568 9.31822215 10.19341817 8.44228626 9.28259826 11.76179940 9.04233517 13.34137717 3.40812760 -0.49879018 9.99709351 8.69353121 9.01693835 9.53466161 NA 1.82317869 0.08624028 14.08529084 8.78895091 10.11916511 14.04390770 8.23933073 9.41861057 9.88115833 3.25611998 6.49559124 11.58122323 10.68920916 10.78171936 11.63179303 10.56193448 8.07109440 6.58870115 11.09135770 5.17366315 2.08620630 6.00108387 8.70213701 -0.49879018 1.08617233 8.46990551 13.57772013 10.90770932 10.89033208 8.34672868 3.68313499 9.30698240 7.96680477 9.66585019 9.26195856 6.35921894 9.25612611 6.37160242 4.22915720 10.84996667 8.96680506 11.70489241 11.28382728 11.47887623 9.25612611 12.20546641 9.51176669 11.12786017 9.62729767 9.13604959 2.30859387 8.49276051 11.21634251 6.58072287 8.63767871 8.90318473 11.19972620 8.62794311 10.13013975 11.26797446 11.31862195 4.80501896 10.66771547 7.41131184 4.20168090 5.90211700 -0.49879018 8.13241541 6.72524082 12.67444719 10.01792344 10.29077215 10.68735276 9.74500752 9.70458653 6.15944956 11.01639631 9.45033575 8.04813317 9.43049688 1.50126079 5.37160416 6.71555709 1.82317869 5.46702183 4.08619781 10.83271536 5.14509455 9.77211791 4.84108751 NA -1.49858633 10.47493588 10.57035259 11.19690182 10.79528488 10.64174877 8.08243915 8.09182569 6.83197602 10.47314124 11.77211783 10.43456037 11.45779618 -1.49858633 -1.49858633 NA 9.42408313 8.55108722 8.79010474 4.94418378 13.95983739 14.11041727 10.71373490 7.82433826 10.24228417 -0.49879018 -1.49858633 1.08617233 -0.49879018 14.85145260 7.38385115 8.92225138 11.01792351 NA 7.02871501 9.10788425 11.68161393 4.52360586 10.44704809 10.32022008 9.36465056 8.66865669 9.52013423 11.56075201 10.54665692 9.47278201 11.54358191 7.34044210 9.75862631 8.00108443 10.42567990 2.58870864 7.04705300 10.31221181 0.00000000 -0.00036342 -0.00093899 0.73462000 0.71770000 -0.00077919 -0.01788900 -0.00050202 0.11570000 0.00000000 0.00000000 0.00713520 -0.00036342 -0.00036342 -0.79708000 -0.79708000 -0.00093899 -0.00093899 -0.00672910 0.73083000 0.71290000 -0.80266000 -0.00174900 -0.00174900 -0.01252300 0.70520000 0.00088441 -0.00022481 0.73898000 0.00964100 0.11570000 0.000 0.000 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.713 0.713 0.734 0.734 -0.802 -0.802 0.000 0.000 0.116 0.116 0.000 0.000 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.713 0.713 0.734 0.734 -0.802 -0.802 0.000 0.000 0.116 0.116 10.23637147 6.72524082 9.15318720 6.59431266 NA 8.91062954 9.31501978 9.13444275 10.43492914 11.49496066 10.48351915 -0.49879018 6.07866747 9.67366613 5.14509455 7.34672824 11.59614097 6.37160242 -0.49879018 6.59927018 4.25612753 0.50120982 9.23170864 6.31501910 10.15224541 10.00952857 11.15267595 6.76802549 NA NA -1.49858633 10.40285965 7.85217741 8.95553774 0.08624028 4.73005841 9.4430198 10.4913425 7.8455346 9.9441820 8.5727010 4.3341320 9.8713810 2.7491695 9.8887174 9.1405793 6.4081293 6.8231672 10.6045264 6.7058093 13.2372176 9.6823909 10.2469129 12.6268942 12.2982920 6.2680994 8.7119099 9.4684648 6.7820088 9.0814970 7.0129910 13.1232331 9.0345682 10.6999905 4.0558290 1.5012608 9.9353454 8.4842320 12.2517362 8.6240665 13.3413772 8.4655795 7.7372528 10.9340414 10.7045865 8.2393307 15.7201139 11.6317930 11.7151022 14.0285628 10.5989415 -0.4987902 10.5599067 8.8152552 10.2120450 8.9668051 8.1251200 9.7479791 12.7868575 9.3388665 11.7994443 2.3085939 5.0090336 6.2154845 11.5515974 12.1747685 6.5302503 -1.4985863 -1.4985863 10.1283163 12.5765506 10.6064923 7.6227723 11.0493379 11.0154594 13.1263195 10.0095286 10.4345604 9.7070317 5.4899218 10.2698364 5.0710933 9.0500603 5.1011500 9.8914075 7.6636300 7.6458969 12.3977545 9.4253087 12.1907998 9.8477522 2.2016652 14.6216182 5.4088511 5.1159488 10.7198623 10.2485924 9.2907723 7.9042505 8.8355117 10.3658116 7.9587632 11.8392785 5.0710933 10.5439239 9.7843268 NA 12.3481001 10.5585534 10.2731406 0.8231787 11.4145020 9.3341284 3.6305220 9.7082528 9.9980924 9.6699106 9.9026514 8.3467287 9.1117374 2.4081412 9.1780772 2.7491695 11.2163425 10.3353145 11.9123523 12.6744472 10.5877066 11.5430688 9.4304969 10.2523641 8.0423352 5.7586256 10.0505420 8.8587904 2.3085939 4.0861978 -1.4985863 9.6560567 11.3084002 9.2410190 2.9606785 7.0287150 8.9970937 10.4924060 TCGA-CJ-4886 42 0 NA 1952 kidney stage i t1a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6863368 3.8783232 0.9148706 8.4194677 9.4194677 11.2085488 9.7521598 5.7222010 6.7578260 9.9636066 10.3280521 6.2149718 11.6046706 4.6590112 10.6663913 11.3467627 8.4099030 7.6590083 3.2367681 11.0363809 10.1932968 10.6090310 7.9959311 NA 10.6874291 1.6547105 8.9372152 7.9548628 -1.4069809 9.8597058 9.7394878 8.4384093 9.3330625 1.5929234 5.8783207 9.0933529 2.5929234 11.0083970 10.0982345 10.5748433 6.2511302 10.6495434 13.1359510 11.1427039 8.6027479 10.6475235 15.7595139 9.2741577 8.6750682 9.9305412 4.4258084 9.6724039 7.3970499 10.8984110 7.4162866 12.3360706 1.1778540 8.1002182 9.7375774 11.5511094 9.0666250 6.3808212 9.6386788 8.4273904 12.1025705 7.7144530 14.8744849 10.1537297 10.6211292 8.1703482 10.8866782 NA 6.2724002 12.5536452 12.0066793 7.7247764 6.5644635 8.6208254 9.9943321 7.5957341 11.2340678 9.7876760 9.2759138 9.4305471 9.3536391 -1.4069809 10.3824528 8.7925915 9.7913643 10.2524692 9.5442039 7.9701295 11.4673800 9.6187509 12.5779606 1.5929234 0.9148706 9.9433060 9.3889588 8.7974903 9.9879177 NA 6.2933594 3.8023690 13.6717789 10.6321810 10.5262410 12.7374978 9.5773376 8.9316556 9.4423244 4.4998076 6.3742796 10.5893927 11.0332694 9.5236566 11.4801494 10.5830232 8.5971397 8.6697348 10.7442529 6.0523507 3.2933558 4.6373146 7.9283093 2.2933705 NA 9.2140553 12.5549115 9.5221776 9.8301292 9.8223388 3.3478074 10.1267356 7.7247764 9.7671584 11.3736640 7.7196236 9.2349709 9.2475552 5.3611051 9.8966999 9.0997226 11.4572988 10.9616985 13.5411039 8.8643821 11.4321230 9.3436261 10.6390201 9.4702033 9.7007901 NA 8.6603536 11.3223275 9.7580774 8.2567088 9.6393612 11.7997810 8.6318380 10.4747979 11.5158752 10.8032861 6.2149718 9.6724039 7.9465069 5.8313250 6.8736902 0.1778540 8.6590083 7.3840818 12.9278908 9.6549653 8.8550142 10.8268384 9.9809366 9.6495569 7.4509003 10.5127918 9.0044303 7.9260748 10.2108458 2.0523463 4.3742814 9.0368989 3.7222037 8.1475082 4.2367758 10.7391697 7.6318384 10.0042130 5.7013383 NA 0.1778540 10.8725298 10.3930103 11.2618042 11.1620628 10.6542904 9.1388490 8.8429452 5.9696087 12.3716124 11.5379972 10.0497870 11.4917095 -1.4069809 -1.4069809 NA 9.9943321 8.9559588 9.5080516 6.8217383 13.3516109 14.5962614 11.7993232 8.0670917 10.1970091 -1.4069809 0.5929234 NA NA 14.4664595 8.3377530 9.4058988 11.9431678 -1.4069809 8.6097276 8.8459513 11.0304113 6.4694367 10.2336161 9.5005611 9.6836933 8.3938190 9.1788207 11.2970390 10.9972625 9.7034025 11.2524692 8.0947565 9.8378777 8.6027479 10.6414061 5.2964060 8.0821650 9.8707878 -0.0013858 0.0322810 0.0372170 0.5105400 0.0196430 -0.0261670 -0.0071958 0.0040243 0.0086135 -0.0013858 -0.0013858 -0.0182160 0.0322810 0.0322810 -0.4449100 -0.4449100 -0.4449100 -0.4449100 -0.0038779 0.0595080 -0.0258480 -0.0261670 0.0287630 0.0287630 -0.0071958 0.0000000 -0.0049349 -0.0107840 0.0238470 0.0210430 0.0086135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.015510 6.959242 10.053887 6.577565 NA 8.853839 10.185376 10.525510 9.395436 11.350190 10.186310 1.762859 5.967959 9.096745 5.084774 8.727346 10.954589 9.247555 -1.406981 6.432123 4.592917 NA 8.915974 7.052351 10.043914 11.003106 10.807026 8.158973 0.177854 NA 0.177854 9.831324 7.780271 9.103683 NA 6.747738 10.383675 10.595734 7.838472 10.150861 8.776555 6.475562 10.593271 4.637315 9.944411 9.438409 6.100715 7.526610 10.332278 7.943859 13.363532 10.098731 10.523657 13.317326 13.084459 7.558704 9.341112 9.909201 8.000187 9.325087 6.836093 13.139874 9.525134 9.651587 5.802372 4.347807 10.309739 8.893272 13.345457 9.562306 12.577961 9.456331 7.943859 10.073205 10.977703 9.577338 15.931690 11.480149 11.637143 13.644086 11.101704 -1.406981 10.598544 10.806023 10.462899 9.099723 7.755310 9.924956 12.996863 10.892700 11.666388 5.147506 5.084774 7.088774 11.070678 12.394628 6.493787 NA -1.406981 10.472120 12.723811 11.272819 7.601348 11.088774 11.3250867 13.0494662 11.0031056 10.7656592 10.1431850 7.6856767 10.6553027 5.8120874 9.2385777 6.9103321 10.5398255 6.2149718 8.4226421 13.3498831 9.1125555 11.9280304 10.3229648 2.4998076 13.9395368 5.3542053 6.0023110 8.4322646 10.1286806 10.6311524 4.4755648 9.3627570 10.4046953 8.3343864 11.0099806 7.0191837 11.9798595 11.4036917 0.9148706 12.3230709 10.4862207 10.5387288 1.7628590 11.1470284 9.8731100 3.0523463 10.1637236 6.5354340 9.3360707 8.1946899 9.8223388 9.2499786 5.4998108 9.2286374 5.7324700 11.3223275 10.4671321 11.0837701 12.9278908 10.3966467 11.1443872 10.2108458 10.6640463 7.6962067 5.6803834 9.7527906 9.3174330 0.1778540 7.1627750 NA 10.8529566 10.9954970 9.7401241 6.1928313 8.6097276 8.2898866 10.1105886 TCGA-CJ-4887 48 1 932 NA kidney stage iv t3a nx m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 1 3 3 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3556295 9.8141298 1.9980872 7.8698116 9.9092367 4.6095127 10.5466856 10.9734480 8.0278253 3.2875905 9.8981864 10.9999550 11.0065063 8.6562893 9.9470938 16.2866795 9.2814233 8.5492518 10.3369379 4.8942406 9.5181507 7.7380456 12.0568211 5.8168377 11.8715218 2.3212932 8.6456159 8.7365453 10.8358808 9.0080619 -1.1716934 9.7380458 8.5076329 11.8437420 7.2460052 16.8446450 8.8435678 10.3793563 8.6209430 11.8531192 NA 2.7350455 14.1130129 10.9212401 8.6290527 5.3827399 8.3260047 9.9683434 9.2086138 10.4565983 7.9651436 8.8928955 8.6176864 8.9600098 -1.1716934 9.4308516 8.9702598 9.7320346 10.1381974 9.0412569 7.7677316 11.5889662 9.6111510 12.4357142 -1.1716934 1.6355222 9.7267541 9.6112655 9.2533686 10.0235248 NA 5.7470167 4.9980781 13.7371082 9.3624556 11.0345566 12.9463638 7.8281530 9.4492888 10.0855406 5.0179753 6.8670711 9.9974513 10.1393334 10.5788597 11.0113879 10.3144849 8.4863640 10.2998279 10.6294569 2.2875905 1.4131066 2.4131066 9.6111510 -0.1718559 -1.1716934 10.4957078 13.3493237 9.1557052 10.9606524 8.5611680 3.4131201 10.2438944 7.9955710 9.7438005 13.1142050 7.1135547 8.9275004 6.0855415 5.1699611 10.2710962 7.9129612 10.8122150 12.1826776 12.2531062 9.4253393 12.1914661 8.9829708 9.9606524 10.0448986 10.5888727 3.5285963 7.5216397 10.9412437 9.9440807 9.0479140 9.4419422 11.4945986 7.6483317 9.9696212 10.9851838 10.9810712 4.2204693 10.3634280 8.6721994 5.5560738 6.9980781 -1.1716934 7.7852550 5.7588894 12.3704591 10.8047168 9.4801013 10.9609737 10.6086925 9.4538616 7.5285924 10.8033917 9.0737054 7.5763453 9.8989444 -1.1716934 5.8168377 6.2290322 9.8081852 5.7706679 3.5830376 10.1325040 3.2875905 9.7213783 6.2850415 NA -1.1716934 11.1627053 10.4827887 11.3240077 10.8313192 11.5198962 8.1966592 8.2586051 6.0344843 11.2083431 10.5826227 9.9593666 10.6111509 1.4131066 1.1501047 -1.1716934 10.0222939 9.2449503 9.2129365 8.0808181 12.5596839 13.7867507 10.6070512 8.0838659 9.9056361 -1.1716934 -1.1716934 0.4131608 NA 14.0891090 6.6799023 9.3069223 11.0911284 NA 8.0327241 9.0345811 10.7746935 6.9779004 10.5892883 9.9535662 9.2064476 9.6626237 9.1250688 11.1287913 10.5771841 9.9182652 10.9093032 8.2586051 9.2017355 9.3408931 9.9457958 4.8942406 8.7020736 11.0293577 0.00138680 -0.00083160 0.00847430 0.47856000 0.46605000 -0.00539920 -0.00899060 0.00416320 0.01922300 0.00138680 0.00138680 0.00138680 -0.00083160 -0.00083160 -0.50205000 -0.49120000 -0.49120000 -0.49120000 0.00444110 0.47272000 -0.49340000 -0.00539920 -0.00415460 -0.00415460 -0.00526100 -0.00234240 0.00485790 0.00388540 -0.00346270 -0.00041585 0.01922300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.490 0.000 0.000 0.000 0.473 0.473 -0.490 -0.490 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.490 0.000 0.000 0.000 0.473 0.473 -0.490 -0.490 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 10.5380980 7.2075308 9.3279985 6.8197882 NA 9.4872566 10.0725165 9.5633872 8.9702598 11.7090199 9.5441146 1.4131066 6.2957579 9.6594599 5.1115196 8.2998280 10.8912107 6.0855415 -1.1716934 6.9574352 5.1319351 1.1501047 8.7365453 3.8725431 11.1515819 10.4979236 11.2109685 8.5946818 0.4131608 NA -0.1718559 9.9109671 8.2247576 9.0569715 NA 8.4168672 9.777979 10.040649 8.704670 9.937983 8.516403 6.576345 9.860198 6.486364 9.544115 10.017977 7.047321 6.359533 9.705437 6.549252 12.738514 11.079339 9.579697 13.218523 12.424056 6.576345 8.498809 9.662624 7.915615 9.624192 7.532057 12.667356 8.846353 8.627434 -1.171693 NA 10.590119 7.965144 12.963622 9.932751 12.435714 8.777980 7.008062 11.969781 9.847048 7.828153 15.075450 11.011388 10.443782 13.022371 10.598404 -1.171693 11.916941 8.322008 11.089366 7.912961 7.695432 9.851214 12.136065 11.300082 11.327749 2.828144 6.998078 6.295758 10.869812 12.304393 6.486364 -1.171693 -1.171693 10.028438 12.632485 10.962075 7.446538 10.250217 11.7572261 12.2432342 10.4979236 10.5019034 10.1095032 8.1702275 11.4433225 6.0080610 9.3566069 6.1500803 9.8337772 8.3653710 6.8834351 12.2433214 8.9314405 11.3043926 10.1077633 1.9980872 12.9627394 8.3708753 7.2793636 8.6990876 9.8813999 10.1613080 6.4428622 8.1680026 10.1785394 8.0005803 11.6701101 6.2793636 12.3394112 10.0867188 -1.1716934 12.4680586 11.0500419 10.9596882 0.4131608 9.9142888 9.5746669 4.7588894 10.6107415 2.9156165 7.6736426 8.1455654 8.5611680 9.6526898 4.6355048 9.2845072 3.9156165 10.9412437 10.3205067 11.2306319 12.3704591 11.0787472 11.2134758 9.8989444 11.4990302 7.6985172 6.9418951 10.2596503 9.7115596 0.4131608 3.2204693 7.4391776 10.3260045 12.2410056 8.8847905 4.4428639 8.0327241 7.7410422 10.0629702 TCGA-CJ-4888 59 1 1567 NA kidney stage iv t3a nx m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121212e-07 1.734007e-07 7.14285714285714 14.2857142857143 14.2857142857143 28.5714285714286 35.7142857142857 8.38196596 11.81156074 8.70815792 8.70328381 10.42108220 9.03930155 4.30362734 9.88869972 9.15626565 -0.50369106 3.36416618 5.11098122 2.74420416 9.22673971 7.08872677 10.82690649 12.42497306 4.16869819 7.68114492 10.92855057 11.51255565 14.09509972 10.01196952 11.22992055 9.37585289 6.95159712 7.11832131 14.36364493 5.32915948 NA 8.17574963 9.38881249 10.22291357 10.10729451 4.45046566 1.66621122 9.88428700 9.40165670 12.08123216 9.06422567 6.84941636 7.96794498 10.26940888 10.81198528 6.09618172 12.54151738 6.39108717 10.19062758 10.84803706 8.33389776 8.50889408 4.14012422 12.15749104 10.98084083 10.77906852 7.54611813 0.81819613 10.47761925 -1.50389562 9.35817843 7.84720897 2.19670146 10.08310950 10.20836667 8.86913482 10.23712139 NA 6.97200330 10.22014383 3.81819613 11.69900567 9.00406425 9.05469032 4.83612107 10.32435451 9.84499788 12.14507659 9.17574963 10.25407634 15.01880521 9.72388565 7.83611980 8.75365735 5.06612364 10.06802234 7.29716940 10.26404035 8.02959920 12.41233569 1.30363465 8.77822271 6.72988989 10.04989891 9.14642383 2.08123735 9.41662254 9.97907759 12.37795720 7.94748090 15.42860149 8.15090589 10.66710853 8.67493444 12.24026251 -0.50369106 9.86804622 13.99708042 9.56571940 7.73706072 4.05085863 9.09059438 8.86149856 9.48211154 10.78080458 8.63326082 9.55222988 9.05085863 9.09896848 0.81819613 9.70876611 8.74775192 10.07558558 9.87239509 9.78686456 8.08685646 12.25852605 9.59034733 12.64387208 3.78167445 4.11098122 9.73527135 8.78974131 8.96081546 9.92305853 -1.50389562 -0.50369106 2.88857766 13.56919776 5.06612364 10.44024961 10.06849616 8.91938567 10.02179048 9.87889375 4.92253564 6.57841798 10.26858422 11.06398808 10.10267493 11.68200305 10.55324596 8.68609427 11.38177540 10.62716195 6.11832235 3.45047226 3.81819613 8.76188461 1.49625781 0.81819613 10.11235896 12.73832725 8.34175986 9.95774908 9.50959233 2.89202180 9.93402179 7.86695680 9.18992214 5.08123309 5.98008473 8.88751339 6.14732095 5.99611528 10.00505480 9.05277561 12.14855447 11.18189448 11.76919096 9.19777548 11.60054077 9.64347455 8.27926791 9.28147687 11.10082289 -1.50389562 7.57308515 11.67197514 10.07729134 6.15369591 9.81255117 10.98184745 6.40316033 10.22078351 12.52443473 11.23034413 5.25115857 10.16204962 8.92344634 6.21051550 6.77704091 NA 8.06612526 6.85382104 11.89834906 10.36316220 9.37432051 10.99337299 9.20793652 8.98511386 5.05085863 10.83239677 9.62297408 8.43437886 10.31604955 1.66621122 4.47354666 5.43878520 0.81819613 6.34175986 3.70572361 10.54509711 6.14012627 11.00257722 8.42152755 NA 0.08120326 11.39977496 10.37585289 11.26217732 10.96183607 11.19019216 8.66869710 9.81527553 6.23009924 10.64538166 10.96081539 9.54271153 11.43566521 1.08120326 NA NA 10.24320374 9.33547343 9.34254363 4.14012422 13.01092207 12.98749644 9.75188846 7.51697169 10.80290098 -0.50369106 1.08120326 0.81819613 -0.50369106 14.42319104 7.92672236 9.29474135 11.38329983 NA 8.85821355 9.02435265 10.65897566 5.73467440 10.24613905 10.07322631 9.10821654 8.91622971 8.81141933 11.54696862 10.57308524 9.73646468 11.01270840 8.50469824 9.43018887 7.03542816 10.21351764 4.64235501 8.17233249 10.07133605 -0.09472400 0.00430210 -0.14237000 0.00500370 0.01488800 -0.12317000 -0.00249380 0.00791750 -0.03762600 -0.09472400 -0.09472400 -0.77592000 0.00430210 0.00035641 -0.14237000 -0.14237000 -0.14237000 -0.14237000 -0.00069303 0.00875280 0.00583090 -0.12317000 -0.18207000 -0.18207000 -0.00249380 0.00819590 0.00264310 -0.17992000 0.00889200 0.00344680 -0.03762600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 -0.182 -0.182 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 -0.182 -0.182 0.000 0.000 9.90883947 7.06612580 9.61326330 6.67965743 -1.50389562 8.93506160 8.23605008 10.97395711 10.18101829 11.04334252 10.38463235 0.49630894 6.74419743 9.47997584 3.45047226 7.63837654 10.75953887 6.14732095 0.49630894 6.82718644 5.36663345 2.58373569 9.00406425 7.11832131 10.46347788 10.82690649 10.58277746 8.91306712 0.49630894 2.08123735 -0.50369106 9.02862551 7.82718644 9.36509212 0.08120326 8.63454136 10.618774 10.173989 8.602178 11.034701 8.319637 5.980085 10.375853 5.827186 10.263213 9.899814 6.210515 7.695942 10.010984 8.851621 13.238158 10.342152 9.928289 13.224296 12.609198 7.453372 9.703284 10.150010 9.131988 9.924106 7.412149 12.919648 8.456271 6.884287 6.939214 3.818196 11.213303 8.697168 13.280240 9.901943 12.643872 9.056602 8.237737 9.683003 10.242784 8.919386 15.338632 11.682003 12.175420 12.996489 10.652669 3.450472 10.936360 8.493449 11.584395 9.052776 8.228030 10.299190 12.786865 12.511336 11.712409 3.625551 6.284172 5.251159 11.152471 12.506885 6.366635 -1.503896 -1.503896 11.312853 13.014370 11.417547 7.047016 10.817634 11.337834 12.706408 10.826906 10.928551 10.011970 8.800051 12.745161 7.073698 8.499084 6.939214 9.956214 6.096182 7.462054 12.354712 8.889660 11.744790 10.580746 3.303620 13.449420 8.292520 7.456271 8.291627 10.059466 10.168695 5.583733 8.504698 9.890196 7.840566 11.771958 6.456272 13.329506 10.840011 -1.503896 12.223552 10.833334 10.708766 NA 11.297170 9.433643 4.666194 10.824103 5.316450 8.757189 6.795477 9.509592 9.845424 10.150010 8.446097 5.081233 11.671975 10.658661 11.545267 11.898349 10.032517 10.830264 10.316050 11.152471 7.955701 6.943353 10.110519 9.829984 2.403159 2.196701 1.081203 11.944515 11.378832 8.740633 4.871311 8.858214 8.161606 9.702063 TCGA-CJ-4889 63 0 NA 1946 kidney stage i t1a nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 NA 1 7 3 7 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.7771803 9.1472757 4.3199719 11.7769018 9.1694976 9.0712336 5.8719594 11.2190813 14.6246242 11.2549135 8.6296229 10.0142868 15.4969070 9.3022900 8.5845353 9.2479019 4.6661487 9.7547427 7.4871784 10.7830126 8.0973258 12.6422069 2.5566746 7.9708738 9.8456599 10.4837722 9.0119238 1.6072474 9.5254558 8.9431416 11.8705244 7.7660054 15.5086632 8.8047451 10.4970531 9.5438931 11.7425369 -1.5627723 7.7592584 12.6856284 11.5837397 7.9451248 5.3199719 6.9211459 10.0325877 8.3783777 11.3076949 9.7052873 9.4987014 9.1871996 9.6351612 0.7592411 9.8058366 9.3539562 9.9691990 9.6631402 9.9039165 8.1871996 11.5455753 9.5562713 12.6628389 8.0260448 3.0811862 9.6601250 8.6272906 8.7365382 10.3846018 NA 4.4597005 2.7592624 13.3151894 8.2843874 10.1481367 12.7027987 9.4023928 8.8844135 9.9837424 5.2702187 6.7904775 9.8781993 11.0930845 10.2824281 11.3833829 10.7322381 8.8112828 9.4067167 10.3958829 6.7181013 4.1377658 3.1377658 7.4485574 3.8967659 0.0223323 9.4748771 12.8090388 8.6685514 10.3632554 10.2972531 3.7592624 10.2402504 7.1481369 9.2177716 9.2686374 7.9745488 8.7076256 8.4926127 6.0811862 9.7416815 9.1255806 11.6537729 10.8448635 13.1097555 8.6492184 11.2499086 9.3329055 10.3569384 9.1955533 10.6757349 1.0222613 9.1429625 11.2170495 9.3597807 7.9490826 9.7181009 11.0518100 8.2686374 10.4411994 11.5826255 10.8347374 6.7134553 9.9657843 8.4106112 6.5141459 7.5353625 NA 9.1575743 7.9110360 12.4547476 9.9426456 8.7261964 10.8959931 8.9822946 9.9604019 7.1787973 10.7296777 8.8167085 7.4260148 10.8101952 1.7592411 4.5247909 7.8572906 5.2909515 6.4541380 3.1377658 10.6736434 6.9687117 10.5074512 5.7534762 NA NA 11.0265131 10.5363491 11.1364688 10.9463629 10.7948821 9.2591041 9.2234773 6.4887560 11.5617746 11.2438798 9.7615107 11.6764811 -0.5627723 NA NA 10.5178146 8.5274426 9.0492771 6.3680681 15.1810864 14.5794771 11.5578921 8.2127595 10.3355536 1.7592411 3.0222968 NA -1.5627723 14.7547958 8.6382288 9.4783047 12.7485818 -1.5627723 9.1185687 9.0602422 11.0269814 6.4373310 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0.000 0.000 0.000 0.000 10.1892926 6.7860579 10.0024322 7.1960532 1.0222613 8.7760665 10.0432726 10.7997973 9.5320677 11.1731548 10.3539561 2.3442320 5.8210341 9.1334284 4.2186882 7.2349917 11.3249316 8.4926127 -1.5627723 6.0520398 5.6467848 0.7592411 8.8740417 7.0335199 10.8468961 11.2993863 10.2848613 8.1703457 3.0811862 NA -1.5627723 9.4617774 7.8967617 9.2479019 1.6072474 7.3291137 10.1026661 10.4803574 8.1652507 10.0901752 9.1472757 7.2984173 10.8551827 5.0811862 10.1273281 9.7070412 6.5614514 10.0455849 10.0441981 7.7570026 13.2490059 9.3576831 10.3487222 13.1332653 12.5915945 7.7749524 9.1053287 10.2483034 9.1524342 9.8609713 7.0955415 13.1609911 7.7365379 8.6431235 4.8296466 1.8967756 10.6178610 9.5432387 13.2455402 9.4203236 12.6628389 9.3628845 8.0014797 9.5614514 10.8011912 9.4023928 14.2599508 11.3833829 12.1938865 12.8099232 10.9757616 0.7592411 10.2418646 11.4707532 11.0064738 9.1255806 7.8123699 9.9181204 12.9288075 11.9777004 11.5174798 3.7948837 4.9919209 6.0883812 10.7290764 12.2822321 7.9311854 0.0223323 -1.5627723 10.0418833 12.4970126 11.3686143 7.2252325 11.0602971 11.578000 12.697588 11.299386 10.870655 10.700306 8.160138 10.028853 6.514146 8.764883 8.318444 10.517815 6.781626 9.263879 13.076820 8.953030 11.852940 10.556596 1.437334 13.101333 7.096505 7.066687 8.139087 10.063496 10.560482 5.514144 9.447858 10.658011 8.745669 11.069644 7.772720 12.588267 11.883897 3.829647 11.537828 10.460738 10.537993 1.607247 10.849106 9.833400 4.022297 10.713745 8.217049 9.264673 8.230120 10.297253 9.660759 10.739398 9.067597 5.637002 11.217050 10.959176 10.964074 12.454748 10.264673 10.707918 10.810195 10.660729 7.462470 6.675735 9.947105 9.990959 7.273381 5.319972 1.607247 10.839543 10.774866 9.851487 3.896766 9.118569 7.741111 10.931436 TCGA-CJ-4890 72 0 NA 3519 kidney stage iv t3a n0 m1 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 7 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7006062 9.1033484 5.1023474 9.9877043 7.2325456 10.2439431 9.8453111 12.1327075 2.2829142 8.3664162 6.7804190 10.0745289 9.2471184 3.1340566 9.5668699 9.5158808 11.5879526 7.4622430 15.3574182 9.4457546 10.5240976 9.2890939 11.3176371 NA 7.7928879 12.7950592 8.8465080 7.5143756 8.0113732 7.2864506 8.6953021 9.2010807 10.5650536 9.1113358 9.2261234 9.1123311 9.1525584 0.6105111 10.1394362 9.1535257 9.7242359 10.0012001 10.1217522 8.3902132 12.4245314 9.3118003 11.6554001 4.2252055 3.0699255 9.7545146 9.4170434 8.3720449 10.2762738 -0.3894889 2.6979517 3.5646952 13.8024397 9.1340558 10.6150654 8.8596072 9.4186536 8.9931178 9.6765830 4.7602422 6.1496516 9.5798803 10.9680457 9.7997006 11.7259455 10.8083248 8.5263733 11.3945151 10.5938437 6.7804190 4.7804203 3.8584187 8.1727360 5.7500464 0.1954736 10.0466848 12.2237077 8.3803316 9.0241216 10.4548072 3.0699255 10.1118334 7.5733897 9.1470421 6.4178491 7.9165555 7.8150649 9.6738889 6.5053114 9.2443971 9.3485861 10.9341115 10.5323347 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12.666200 11.219673 10.884289 10.271826 9.109343 12.151711 6.923376 8.859607 6.848898 10.670176 6.654888 7.976816 13.084565 8.943649 12.040816 10.952013 1.195474 12.874350 7.630974 7.490077 8.110459 9.975723 10.715748 6.724236 8.919970 10.105849 7.802786 11.658810 9.135035 13.645980 12.122246 1.780436 11.470805 10.483169 10.893293 2.697952 10.553741 9.536048 4.914273 11.007366 8.779166 9.160278 7.275829 10.454807 9.463811 10.036759 9.250739 6.141876 11.766419 10.913989 11.253674 12.602104 10.509473 10.842615 10.589562 10.626954 7.815065 7.635633 9.762145 9.657618 3.417853 2.310922 NA 11.140900 10.723314 9.477772 4.282922 8.784171 7.909702 9.985533 TCGA-CJ-4891 57 1 819 NA kidney stage iii t3c n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 3 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.3516283 9.9715582 8.4268883 9.7652282 10.7019081 9.6002056 8.6035900 11.6871581 9.7561336 12.4004763 4.6103339 2.2446740 10.3459537 9.3247852 9.0619147 9.6741723 -1.4556135 5.5329309 3.0036742 13.7710715 9.4092053 10.7028551 13.2486354 8.1644650 9.7060071 9.9918452 3.6735338 7.1881012 10.8325348 10.6876286 9.8051649 11.1191298 10.4578828 8.3612288 7.2307458 10.7536987 7.1662977 3.0678108 2.6317096 8.7315974 0.1292171 -1.4556135 8.9039951 13.1073821 10.0204853 11.0787915 9.2316210 2.7141796 10.2873968 7.8774007 9.8184080 11.8007490 7.2924385 9.5596604 7.3483767 5.0504538 10.0658458 7.8593950 11.0753831 10.7721621 12.3365273 9.2286609 11.9038577 9.1525001 10.6738504 9.5200934 9.6560331 0.1292171 8.1844901 11.0435930 12.1578058 8.9784671 9.6683667 11.2863442 7.6683667 10.4037802 10.7204185 10.9493868 6.1216744 9.5666131 7.6699685 4.7537008 6.9451242 2.3516001 8.5554726 6.2924376 12.8221139 10.0800067 8.9778308 10.5988497 10.2259231 9.3532095 7.6449075 10.8796525 9.4352696 7.6475333 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9.8157085 9.3612290 6.4207620 7.4053321 9.9684116 6.8661736 12.6101663 10.8371421 9.8768414 13.2789550 12.9411592 6.6990630 8.9257882 9.3873813 6.2721651 9.3881665 7.7826503 13.1506506 9.0756268 9.6540760 6.0988343 3.5886367 9.8497372 8.1699541 12.9329354 10.3928683 12.4004763 9.2175545 7.7041167 10.8517309 10.3169723 8.1644650 16.0941503 11.1191298 11.1162350 13.6070083 10.6631864 0.8661563 11.5188392 10.7829487 10.1007514 7.8593950 7.7141706 10.0305776 12.6570106 10.6167130 11.2915992 2.9365720 6.2516036 7.2653450 11.4049444 12.3991137 6.9236234 -0.4558114 -1.4556135 10.2490136 12.4579763 11.0298458 7.7166727 10.5017102 11.4265063 12.2775785 10.7727635 10.7676438 10.3838428 8.3256050 10.5662663 5.1292088 9.2982977 6.5042470 9.7512597 6.8016334 8.5229557 12.4280113 9.7110361 11.2808587 10.2789550 2.4511452 13.2307459 6.5815185 6.5329294 8.0236213 10.1277983 9.7408475 2.6317096 8.9642057 10.1603347 8.6709497 11.8359917 5.4268887 11.8569865 11.1399691 1.5442381 12.2346799 10.9982875 10.8226949 2.5442381 10.1511132 9.6323711 4.0988322 10.1635483 7.0401001 8.2429502 6.5721515 9.2316210 9.8166711 4.4268887 9.0892097 4.6939943 11.0435930 10.5096689 10.7374627 12.8221139 10.5215253 11.1610240 9.9376359 10.9397795 7.7585644 5.5886397 10.0673172 9.7927661 0.8661563 4.3516001 -0.4558114 10.0988343 12.3212952 8.7328343 5.6631852 8.5749125 7.7754667 10.2687592 TCGA-CJ-4893 76 0 NA 750 kidney stage i t1b nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.764704 7.757050 9.377720 7.150439 13.192281 9.447855 8.966227 3.996009 2.202449 10.503195 8.776361 12.956514 9.151218 12.840958 8.532781 8.130042 8.809298 11.511559 9.715531 16.506950 11.767697 11.123707 13.173574 10.838602 1.295547 11.019018 11.009601 10.391956 9.158982 7.919452 9.879594 13.131818 11.186975 11.833396 0.880568 4.339964 5.910279 11.823781 12.419207 7.899493 NA NA 10.858052 12.776235 11.057942 7.267114 10.326238 11.2669345 12.9594067 10.5876046 10.8100382 10.0587830 7.3095909 10.7695300 5.5339744 9.2468553 5.6442976 10.4866298 6.7631765 6.7467817 13.2931365 9.6354207 11.7911759 9.6208761 0.2956055 13.3446960 5.4451142 5.5993505 8.9298463 10.5564902 10.7070816 3.3399640 9.3004933 9.4890959 8.2714187 11.0724149 5.7467830 12.4379171 10.4057277 -0.7043945 12.3705483 10.4213069 10.0682976 1.4655044 10.3382560 9.4242095 3.8191368 10.4434116 4.3399640 9.5141339 6.5434974 9.5850132 9.4271318 4.0234949 9.2084600 3.9394241 10.6208761 10.3879975 11.6160892 12.6175692 10.6132659 11.4365601 9.8323035 10.6292850 7.2380856 4.2497639 9.8201124 9.0311266 0.6174866 6.5195718 NA 11.0355622 11.3991847 8.9075177 2.6175101 8.0319724 8.0654086 10.0748796 TCGA-CJ-4894 58 1 841 NA kidney stage iii t3a n0 m0 male 2005 822 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 1 7 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.61056627 10.32082582 10.63619637 7.45112702 12.45146294 7.62075354 10.26728250 10.84893523 8.16206801 7.67926544 2.46980785 11.65978157 10.85071833 10.81149407 8.09315554 4.63027732 10.32183263 3.08111802 9.12648483 8.10515633 1.70429654 9.98921665 10.13054173 8.67696974 9.68011351 2.84177189 6.25886561 8.95504917 7.11026927 11.73590925 10.11111976 9.30418976 3.70427441 14.27904149 11.84600098 10.89088645 8.57587426 10.81384651 14.03645343 9.53399972 8.41163597 10.71382570 5.24032960 10.25848206 7.59423726 10.17513920 5.50128945 13.15440566 2.05137210 8.73487792 9.57279097 10.62552283 9.14804943 1.84177189 9.72664477 8.43219737 11.96331401 8.06884920 15.45633862 9.37952826 10.79537377 7.35101606 11.33908805 -0.61772010 4.44843847 12.73446130 12.52836061 8.39217744 5.24032960 7.30716164 10.22901452 7.94649811 10.90786972 9.22548486 9.54474019 9.07234675 9.31382516 NA 9.93789666 8.10002521 9.27565033 10.46383229 9.13472946 8.36676720 11.64937839 9.57464177 12.40332882 1.55227869 0.38239058 10.14098847 8.63737731 9.20252792 9.97993587 NA 6.71326553 3.87420679 13.64198182 9.93597812 10.40575671 13.22793693 9.43491695 8.99705864 9.33363349 4.73990209 7.15713570 11.15837061 11.40020120 10.21405193 11.61630701 10.91689496 8.63855755 7.76605312 10.66572665 5.50128945 2.90590923 5.89014265 8.14223728 NA -0.61772010 9.58079390 12.13012227 9.81384643 11.30214332 9.56722428 2.67881560 10.60302949 7.73328790 9.28970538 11.93681782 7.72886266 9.73604705 5.99705977 5.74683406 9.61476983 9.22233993 11.41456686 10.94602182 13.13179934 8.88518082 10.94816498 8.99981627 9.31898673 9.37882241 11.28397003 NA 8.71550424 11.16657474 5.45552779 8.25166513 9.92586416 11.27014065 8.47906399 9.99383482 11.61176855 10.81801913 6.09659499 9.16042611 8.06017441 7.03340098 7.59666834 -0.61772010 8.93405704 7.79173985 12.21197253 9.86010709 8.88716790 10.52796261 9.90247642 9.26804530 7.06884920 10.73050716 9.02349739 7.61596871 10.45414638 -0.61772010 4.64913256 6.87420187 0.70425227 9.05654126 3.73990209 10.08884494 6.45381057 9.91490934 6.40504954 NA -1.61749874 11.29261681 10.53368258 11.63101772 11.53922198 11.14348456 9.46914849 9.75374976 6.10262664 11.78855387 11.63693465 9.94649840 12.27745075 2.08280476 0.38239058 -0.03268381 10.18001045 8.21682005 9.57833627 7.83972974 12.99458388 14.18950252 11.40054908 7.35449624 10.61656759 NA 0.96731619 -0.03268381 NA 14.83294800 8.91275524 9.32192809 11.61176855 NA 8.59180207 8.93821286 10.98063408 7.53969546 10.95291615 9.53653417 9.89410154 8.78002362 8.63027623 11.33999510 10.79359502 9.55665051 11.07953365 8.10856680 10.36248841 7.66543754 11.03519383 5.82230441 8.01940836 9.54474019 0.0111190 -0.0049868 0.0120950 0.0093074 -0.0024961 0.0143280 -0.0048485 -0.0034651 -0.1029000 -0.5607700 -0.5607700 0.0111190 -0.0049868 -0.0049868 -0.5663400 -0.5663400 -0.5663400 -0.5663400 0.0151650 0.0100040 0.0119550 -0.5769100 0.0109790 0.0109790 -0.0048485 0.0080543 0.0088896 -0.5656500 0.0063848 -0.0089930 -0.1029000 0.000 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13.211626 9.277924 10.330351 13.247067 12.896508 7.923446 9.722199 9.888657 6.925381 9.552274 7.221552 13.359450 8.903949 8.879203 4.704274 2.905909 10.165756 9.380939 12.669051 10.084522 12.403329 9.559768 8.629090 8.460500 10.733288 9.434917 15.334396 11.616307 12.242854 13.150430 11.278681 2.967316 11.232145 11.676539 10.549140 9.222340 7.847916 10.158782 12.980750 11.415772 11.302514 3.667756 6.572173 6.963549 11.297855 12.622022 7.603936 NA NA 10.606954 12.583860 11.705394 7.623140 11.147635 11.1179049 13.1192792 10.9607216 11.3226625 10.3742250 8.3101270 10.4325376 6.5371671 8.4033287 7.3567636 10.5522739 7.4511270 8.1653472 13.0176504 9.0538901 11.9580063 10.2195826 3.9369394 14.0360337 6.9204219 7.2832152 8.8725881 10.0207848 10.0640265 5.7132669 9.4973926 9.8174982 8.2294062 11.0918636 6.4644984 12.5948453 10.2603997 NA 11.4798872 10.5190196 10.2993479 1.8417719 11.6665946 10.1170585 4.4908717 10.6150696 3.2403296 9.3175139 7.8721971 9.5672243 9.6893504 7.1571357 8.7277541 5.3596301 11.1665747 10.5566504 11.3202744 12.2119725 9.6273073 10.6394420 10.4541464 10.6403259 6.8499542 5.9059116 10.0441270 9.8601071 0.3823906 0.7042523 NA 10.7497636 11.0272980 9.4033289 5.3248646 8.5918021 8.2511714 10.4849807 TCGA-CJ-4895 62 1 1200 NA kidney stage iv t3a nx m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6694579 11.4301112 8.7821192 6.8561192 5.6835701 9.9221306 10.9723031 6.5276193 11.3622416 5.4532706 10.6278134 11.0216663 8.8821151 8.2586438 4.3074212 12.2521796 10.4423933 10.6548302 7.7070284 NA 10.4375631 NA 9.5006306 7.9202504 -0.2472514 10.2621121 9.8202664 9.2356400 9.7998741 1.3377682 6.2366476 9.8808263 6.5730109 10.9101790 9.7214988 8.7654565 5.9816518 11.8143382 12.7848777 10.6705770 9.1026660 10.2245073 16.3685119 9.2842134 7.8323166 7.5857220 4.1103799 10.0149268 7.5309088 11.4402077 8.7315424 12.7970553 1.3377682 6.7134126 9.2406721 10.5646080 9.0370777 2.3377967 9.5967531 9.0149268 13.1967468 7.4739314 14.5191093 8.3930768 10.9698173 8.5391018 11.8686885 NA 9.7236568 13.5871549 9.9133337 7.7214991 3.8402920 8.9127035 9.3264791 9.5674144 10.7297540 8.9000369 8.9500487 9.5423656 9.0184470 -1.2470802 9.4074681 8.9995725 9.4824528 9.6544531 9.1386944 7.0336025 12.0929046 9.1365362 12.6288692 0.7528342 0.3377682 9.8750128 9.3610869 8.9888463 10.0600328 NA 3.2122580 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NA 10.1848518 11.9856666 9.2476876 2.5601769 7.9912367 7.6170178 10.1376157 TCGA-CJ-4897 79 0 NA 3341 kidney stage iii t3a nx m0 female 2005 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 3 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7302208 6.3433012 9.1760263 5.6708772 13.0979710 8.3666846 9.7737270 4.7724136 3.5453506 10.6623982 9.7293193 12.5086357 7.9685568 12.9936496 9.3038716 8.3050822 9.3567933 10.1536844 9.7596647 16.1152389 11.3908056 11.4675921 14.3586895 11.2385156 0.6708403 10.5974195 10.9759881 10.4462123 9.3189343 7.7079658 9.6279785 12.8865611 9.9403927 11.5675847 2.4078422 5.4434674 5.8540979 11.3831168 12.4867933 6.7079651 NA NA 12.0622990 12.5874401 11.0956708 7.0859143 10.8910531 11.3483024 12.8994947 10.5532647 10.4165508 10.2815937 5.7932743 9.6133909 6.0225520 9.0459158 6.6172955 10.0995856 5.0516984 7.8672738 13.1066621 9.1990048 11.6903513 10.0148023 2.0859005 13.9927810 5.9599115 6.4825192 8.5606844 10.3047798 9.7463556 4.1944417 9.7689085 10.4921189 8.9076878 11.2628662 5.8996953 10.9761782 11.0034724 1.5453259 12.7555187 10.6141238 10.4744694 0.6708403 11.2280210 9.8087215 2.0859005 10.0915384 5.8474658 9.1713862 8.1466099 9.5074528 9.1115588 5.9500998 9.0122100 5.6557697 11.3103678 10.3669746 11.4733928 12.9419503 10.6260419 11.1060257 9.9848931 10.7980110 7.5432948 4.7724136 9.6448129 9.1996562 0.4078422 7.7748463 -0.9140315 9.8458021 10.6533496 9.3822566 3.9928047 6.9314041 8.6783709 10.3403521 TCGA-CJ-4899 42 0 NA 1528 kidney stage i t1b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian not hispanic or latino NA NA 2 NA 1 6 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.77586045 3.66279795 3.99722014 8.54544062 6.14435438 6.22669926 4.75394677 10.65641306 6.59866742 10.17759930 6.76414044 NA -1.86092348 10.79856277 10.41826596 11.45735487 11.39514953 11.31930034 8.41419643 9.47962568 6.02724917 11.94819999 11.48394780 10.16021570 11.72302375 1.59865105 1.13920752 -0.27578631 10.00187316 8.96657841 9.92305259 -1.86092348 13.96749627 15.65230024 11.94769727 8.84056835 9.94779778 -0.27578631 1.59865105 NA 1.13920752 14.72474120 8.86118929 9.89620902 12.35279573 -0.86066149 8.97528625 8.78868049 11.04274111 7.72419799 10.67159175 9.13923592 9.89161649 8.36685154 9.19316162 11.20801410 10.43471777 10.21002765 11.00032267 8.22138460 10.01259144 8.91731300 11.03139913 5.81751838 8.44980318 9.64603932 0.0016642 -0.0012937 0.0064111 0.3824300 -0.0325870 0.0132130 -0.0074720 0.0093098 0.3820400 0.0059700 0.0059700 0.0016642 -0.0012937 0.0070826 -0.3883900 -0.3883900 -0.4108000 -0.4108000 -0.0019399 0.3957900 0.0056919 0.0344220 0.0084743 0.0084743 -0.0015243 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11.1314661 4.8396775 9.8344641 9.6109110 6.0640486 6.9657843 10.4910033 8.1890842 13.2393232 9.8798598 10.5702109 13.7001657 13.1031704 7.8396756 9.2851680 9.5795860 8.3129129 9.7731392 5.2685205 13.1167841 9.4025050 9.4205864 6.3389075 3.6938215 10.5134602 9.6078598 13.3260851 10.3788343 11.9025519 9.8187159 7.9594149 10.8891052 11.5043279 9.4857496 14.7691616 11.6772428 11.9455840 13.3768566 11.0571672 3.7539468 10.8579827 10.9752862 10.7265446 9.5696884 7.8620434 9.9127871 13.1449481 10.4763002 11.5668093 6.2991073 6.1945185 6.8603346 10.7717767 12.8195404 7.0188189 0.7242137 NA 11.4481436 12.6610816 11.7174422 7.6764543 11.3055558 11.6523465 12.9926916 11.3450291 10.7644880 10.3921969 6.7758604 10.5824384 6.4292544 8.5686425 7.8239843 10.6393308 5.1726595 6.0817508 13.3571681 8.9972167 11.8495041 10.8344641 3.1392403 13.8769057 7.6484762 6.4153598 8.2503586 9.8036831 10.6771822 4.8941241 9.7298228 10.5741246 7.9925453 10.9047291 7.6899826 11.2893004 11.8005685 1.3091762 11.8813347 10.1339427 10.8171756 -0.2757863 11.5928923 10.1111385 3.8671552 10.0897917 8.0977883 9.2412114 8.3339925 10.3803251 9.4827658 7.0249324 8.6919051 6.6783945 11.8217916 10.7239634 11.1129332 12.7044569 10.0703426 10.4887934 10.7758604 11.1351796 7.2607690 6.1890852 9.7754073 9.8059036 2.5315437 7.1029992 0.1392075 10.9080404 10.9112183 9.8041275 5.8807027 8.9752863 8.0655319 10.2594736 TCGA-CJ-4900 69 1 1714 NA kidney stage iv t4 n1 m1 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 7 2 6 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.05943907 14.38135861 9.79775538 11.12036536 9.59680342 6.70986545 6.65820434 13.91180527 6.17127289 NA 8.28020703 10.02961756 10.50317121 10.40415837 4.46555661 1.39517251 8.83312949 9.46341034 11.80922052 9.43737611 7.07324184 5.28269555 9.57806053 10.79775530 6.86114399 12.08813371 6.33063010 10.62735066 10.72339567 9.01135083 9.00987927 3.59680398 12.03812378 10.84142581 10.53318536 7.42196971 0.65818863 10.69620843 -0.92686530 9.10528731 7.66195620 0.65818863 10.46609553 9.88140125 9.13933058 10.10739390 NA 7.64688843 9.30085747 8.16599884 10.82311092 11.13865758 8.82812887 4.39517251 9.58959160 12.21071298 11.08202020 9.43189265 9.60851690 15.73871618 9.27903478 7.74566693 8.52032481 5.00397995 9.71889997 7.27291340 10.87333245 6.85460163 12.02252106 2.53136898 8.94954340 9.10252875 9.81386551 9.04334724 2.24318160 10.04406633 8.76672832 12.58931080 6.79434048 16.42988575 8.89501536 10.61723024 7.69895048 11.73390597 -0.92686530 8.60462291 13.32316969 10.43408858 8.43079332 4.32117048 9.03179409 9.22805963 10.00840649 11.82875501 9.27291386 9.07746199 8.26059357 8.57507857 1.39517251 9.57109333 9.06476324 9.95588453 10.61385391 9.13528757 7.58103634 11.48329528 9.78490847 11.55806435 3.88059737 2.53266606 10.24254011 8.84307936 9.06476324 9.75008004 0.07327184 3.82813394 4.62782859 14.10567469 5.71709786 11.03866506 12.40988749 7.76323959 10.19736280 9.94591637 4.46555661 6.59680398 9.51929087 10.52032471 9.95512024 11.53389701 10.33239623 8.66756611 9.93510374 10.68057182 4.93122446 4.20252743 3.39517251 7.95588467 3.82813394 -0.92686530 10.09491547 11.28998733 9.78404783 10.99582586 8.96502523 2.24795789 10.64878071 8.81302213 9.78730659 8.16070443 5.54897599 9.08307000 6.98613102 5.53774645 9.62494968 8.43079332 10.98725278 11.09699583 11.35169093 9.42151598 12.22394076 9.43079353 9.04908944 9.78146316 11.79305807 -0.92686530 7.50786994 10.92577101 11.64581616 7.74492396 9.96578428 10.88662186 8.33062921 10.19736280 11.65632426 11.32915522 4.32117048 10.15005709 8.89091266 5.98013272 7.53676552 1.07327184 8.74212650 6.44828153 12.91922148 10.73189930 8.81975567 10.45478446 10.21917360 9.09699576 4.56509751 11.09169203 9.34119856 7.41309137 10.18307209 0.65818863 4.77367991 6.15005798 4.56509751 8.66195620 3.39517251 10.22235346 3.93121973 10.64842616 7.30061705 1.07327184 1.88060717 11.23846254 10.59435111 11.62254482 11.24191357 12.26722877 8.56308947 8.05908321 5.38303722 10.47997796 10.83188112 10.02525461 11.41753737 0.65818863 NA NA 10.13326181 9.80031106 8.61240042 2.88058758 13.13131778 13.29377095 9.40303781 8.27583072 10.20766778 0.07327184 0.07327184 -0.92686530 0.65818863 13.78673539 7.15005696 9.65726449 11.16169845 NA 8.73145311 8.82777838 10.33003991 7.63548379 10.17652923 10.49372808 9.38271783 9.24191357 9.28634567 11.30236070 10.34178343 9.08586598 11.35806554 7.92186414 9.70895953 7.17652923 10.15672083 3.59680398 9.13414006 10.65255739 0.0856540 0.0305530 0.1199100 0.5020300 -0.0206040 -0.0241140 -0.0053992 0.0244060 -0.0200010 0.0066653 0.0066653 0.0856540 0.0305530 0.0526680 -0.4485700 -0.4485700 -0.4485700 -0.4485700 0.0018030 -0.0498300 -0.0358570 -0.0241140 -0.2586200 -0.2586200 -0.0109220 0.0104240 -0.0179410 -0.4850200 0.0325550 0.0063871 -0.0200010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.120 0.000 0.000 0.502 0.502 0.000 0.000 0.000 0.000 0.000 0.000 -0.223 -0.340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.120 0.000 0.000 0.502 0.502 0.000 0.000 0.000 0.000 0.000 0.000 -0.223 -0.340 0.000 0.000 10.34119856 7.02160853 9.42086279 6.79440937 0.07327184 9.12172828 10.69024972 10.63789593 9.35517157 11.62832665 9.98388415 -0.92686530 5.93122210 10.18437713 3.32420575 6.89978952 10.49740779 6.98613102 2.07323755 7.81133359 5.80116124 2.39517251 9.13798426 2.65821148 11.34724974 10.75711336 10.73406187 8.25563574 2.39517251 -0.92686530 0.65818863 9.74035302 7.43956330 9.45694575 NA 8.21279304 9.94437664 10.43353985 8.63357434 11.00508702 7.74212616 5.49950470 10.20188033 4.35864241 10.07253688 9.63548397 7.70986614 9.03179409 9.84390535 7.51618460 12.92078824 10.89978997 9.83562348 13.57383441 13.30311173 6.38612461 9.06617989 9.81133375 10.46609553 10.37873323 6.38612461 13.35546117 7.50369378 8.41309137 5.62783151 2.53266606 10.49056662 7.77020929 13.40128522 10.34119856 11.55806435 9.41197783 8.17914973 9.10804034 11.00249987 7.76323959 14.73240119 11.53389701 11.22520937 14.01442666 10.61965364 1.88060717 11.09526244 7.20766741 10.93316445 8.43079332 8.10666448 10.46233499 12.48263240 11.43381424 11.42804181 2.53266606 7.22298902 2.53266606 11.16863846 12.83167290 7.65067051 0.07327184 0.07327184 9.92108176 12.81312754 11.33183104 7.57706698 10.53523241 11.18535511 12.21263293 10.75711336 10.96730135 9.79775538 7.98313442 11.96274544 5.70259937 9.37130402 6.66569832 9.89262220 6.86114399 7.46555906 12.19960877 8.80456054 11.98743972 10.17587336 2.88058758 13.77914379 7.88255930 6.88702316 9.10107827 10.10252875 10.02598278 6.10666448 8.34002810 10.35517146 7.42196971 11.61723993 6.23311345 12.28664950 10.02379731 0.07327184 11.97089790 11.09422142 10.69849372 -0.92686530 11.06688750 9.88702271 3.93121973 10.12580954 4.11763687 7.84142597 7.10666448 8.96502523 9.68884353 11.14134797 8.41531629 3.46555661 10.92577101 10.76977438 10.95282473 12.91922148 10.60657122 10.79519508 10.18307209 11.05159445 7.47412125 5.85460163 10.20895077 10.49372808 1.39517251 1.65818863 6.99805443 11.16037279 12.53202741 9.16335381 6.62013623 8.73145311 7.98613102 9.90692215 TCGA-CJ-4901 47 0 NA 1450 kidney stage iii t3b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 2.427609e-07 21.5686274509804 7.84313725490196 7.84313725490196 43.1372549019608 19.6078431372549 8.2259237 11.1532299 8.7710130 9.4435772 10.0971904 8.7423586 -1.2189341 8.5819545 8.7596193 -1.2189341 4.2563163 5.2566408 2.8683707 9.7365589 8.3374150 11.0749553 12.6763896 6.6997723 9.1570344 10.7671030 11.9841040 13.2957506 9.9909714 11.4806983 9.1196454 7.3919335 7.4533340 13.3197647 5.2887018 NA 8.4229608 9.5565193 10.1823218 9.6450951 6.0193127 1.7808980 8.6169594 9.7094273 12.2632127 9.3817510 7.3005448 11.1447699 10.7274497 10.5793807 7.4175336 12.3961937 6.8736656 9.6018857 11.2482597 9.3025094 8.2092691 4.2727623 11.9727393 10.8537115 10.3588097 8.1362601 2.9508416 10.2970177 2.2829735 9.2535998 8.0732306 2.4813506 9.7914371 10.3784960 8.8443040 9.5899616 0.3659165 7.0983216 10.0018917 2.6877998 11.2790102 9.5914806 9.5573419 4.0288343 13.1275806 15.3511797 11.3350181 8.7292761 9.3200678 15.6453732 9.5606282 8.0732306 10.2667383 5.6010873 9.7212226 7.1296375 10.3564482 8.3431515 12.9641566 2.8103608 9.3563631 7.9583282 10.3822155 9.0382968 1.1028597 10.0523720 9.8428404 13.2647247 7.2321196 16.0151184 8.9670233 11.0846840 8.2906838 11.4013579 0.7808980 8.6497315 13.4379482 10.2995621 8.1559485 6.2966079 9.0097276 8.0778251 9.3761664 11.1014274 9.0994517 9.0085250 8.7452498 9.3992944 6.9558347 9.7064634 8.8060485 9.6240448 10.1268685 8.8266686 8.1095836 11.6458727 9.9946207 12.4449117 3.7351105 2.7809190 10.1056520 9.4942954 8.5606282 9.8933484 0.3659165 3.4813506 2.1028261 13.6554581 5.1028387 10.8527065 9.0639974 9.1581194 9.3181275 9.1240947 5.6263983 6.5622684 12.0889635 10.8513654 8.8032768 11.6457702 10.4603890 8.9508341 9.7343779 11.3794267 3.5357917 3.9508323 4.1384623 8.5556962 2.6877998 -0.2191020 10.1384610 12.5364225 9.8018889 9.4682846 9.5890687 3.9903650 10.0288364 8.1945367 9.6140520 8.8018887 7.7865336 8.5173107 7.3845351 6.9805817 8.8361915 8.7639025 10.6654611 11.6159724 12.0926573 8.9001873 11.2916731 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5.1028387 7.4639036 10.5399649 7.3845351 0.7808980 7.3507642 5.1559475 1.5882769 9.0903853 7.6419961 10.4725783 11.0749553 11.2756045 9.3412417 1.1028597 -0.2191020 -0.2191020 9.7226902 7.4247651 9.6900519 -1.2189341 8.6010881 10.154862 9.847671 8.604276 10.496013 8.183921 6.223853 10.785832 6.102837 10.524060 10.153774 6.296608 7.406617 10.051204 8.924292 13.013105 10.942986 10.212929 13.296794 12.877377 7.865717 9.473525 10.406161 8.421154 9.678754 7.766751 13.240405 8.748135 8.138461 9.163533 4.780908 11.332617 9.015726 13.437390 9.992797 12.444912 9.157034 7.604276 9.712385 13.219831 9.158119 15.320613 11.645770 11.265228 13.921459 10.656274 1.365860 11.446689 8.695294 11.232120 8.763903 8.244433 10.077252 12.747955 12.519212 12.092232 7.857725 7.323941 5.155948 10.508829 12.913971 6.402961 -1.218934 -1.218934 10.993405 12.852790 11.217110 6.717546 10.365871 11.834665 12.025867 11.074955 10.767103 9.990971 9.271760 11.844473 6.836192 8.657426 6.373366 10.067467 7.417534 6.009728 12.449886 8.474396 11.409354 10.679132 2.868371 12.616466 8.754793 7.635778 8.029904 9.638890 10.312290 5.028834 8.736559 10.388239 8.434900 11.757473 6.502008 13.332857 10.573699 3.588265 12.669272 11.004006 11.025570 2.365860 11.090101 9.384535 4.453333 10.486973 9.586653 8.520689 6.502008 9.589069 9.380022 9.290684 7.930656 4.687800 10.802583 10.279758 10.870028 12.327201 10.311315 10.707576 9.978126 11.096625 7.623259 7.491715 10.046524 9.901147 2.687800 2.240345 1.102860 11.999926 11.701003 9.085831 4.663550 8.350765 8.107338 9.924930 TCGA-CJ-4902 61 0 NA 1520 kidney stage iii t3a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.3081643 9.0482882 9.0156227 -1.8416630 1.1200201 5.8022759 6.1584198 10.8029516 8.0861973 11.1518885 12.0826751 6.5071477 9.0031252 10.9026225 12.1628154 13.3226702 10.4811925 11.3322525 9.1918422 8.3320965 7.2298820 13.5636938 5.5507376 -1.8416630 9.7334669 9.5088060 10.3094359 10.2478697 4.8998862 2.0652966 10.5686056 9.4576273 11.4882156 10.2561222 6.3182915 10.2873803 9.9581056 10.5123931 5.6819805 11.3562503 8.2055430 10.5024377 10.9414175 8.4949260 8.5992884 4.4438188 11.2654729 10.3386392 9.8952440 8.1385590 2.8246049 10.2828121 0.9657658 9.4282764 8.5016051 -0.8416630 9.7813863 10.0222184 9.2425632 9.7366032 0.4803685 7.3580920 9.3878390 4.7731313 11.4893362 10.5402326 9.6946666 6.3482430 11.8268733 12.1433717 11.0414444 8.9746030 10.7662119 15.2472489 9.3308468 8.7405613 9.7634358 5.4345448 9.9512097 7.7986643 10.8457949 8.9430542 12.1643947 2.2951059 8.9828929 7.9364966 11.5700627 8.9770014 0.9657658 9.9040936 9.1342672 11.2702070 7.1126157 15.1776182 10.4584858 10.3991510 8.4553354 11.4607726 -0.8416630 8.1038632 12.8293521 10.6178509 8.6492702 5.6178509 7.5909612 8.8449198 8.5291068 11.2817324 8.9673833 9.5778529 9.1534798 9.1773149 NA 9.4701675 9.3884397 9.5930474 9.8117122 9.5662181 8.3358387 11.7440579 9.9220466 11.5327796 4.9133059 0.7433857 9.8519063 8.8424402 9.0615481 10.2831869 NA 4.7282743 3.6502706 13.7345788 11.1652713 11.0206692 12.0926630 8.7749682 9.4403493 9.5148712 4.1807844 7.0287835 10.3556360 10.7065187 9.7546091 11.2300090 10.5499314 8.5137702 9.4368687 11.0573985 7.0195062 3.3678742 2.1584340 7.7282750 2.8022759 -0.8416630 9.8627553 12.7030216 8.4837247 10.5496629 9.9516162 5.1722155 10.3854335 8.1471042 10.4588234 6.2721613 7.5951306 8.3145026 7.1471042 7.4816315 9.3513284 9.0668120 10.9921000 10.8784498 13.0577290 9.2356823 11.8173002 9.4298823 9.9924953 9.7671362 7.8148439 0.7433857 8.1198692 11.2473731 10.0040975 6.7912697 9.7154042 11.5045175 8.7197071 10.0910032 11.6754735 10.9956530 6.8726650 9.9625503 8.9193389 5.5846830 7.5377977 0.4803685 9.9917048 7.0318638 12.7776649 9.7363201 8.5432032 11.2893116 10.2857689 9.3531762 6.0039103 10.7468833 9.2034963 8.0577762 10.4501656 3.7433857 5.0163983 7.1890862 3.9041950 7.3678725 3.6502706 10.1755757 6.9657739 11.3638186 6.7721351 NA 1.3283195 10.9495822 10.6429905 11.4520347 11.1392729 11.6209216 7.8076756 8.8117212 6.1887550 12.2244244 11.2293788 9.7795554 11.2148876 -0.2567005 -1.8416630 NA 10.1587715 9.2734630 9.5170705 5.1807884 13.2844784 13.6546489 11.3594711 7.6821378 10.3305342 NA 1.1584017 NA NA 14.4194123 8.0577762 10.0517208 12.5132885 NA 9.0979984 8.9903440 10.5542211 7.8414140 10.5744251 9.6557722 9.7315931 8.7244733 9.3302216 11.3245824 10.5394214 10.0828606 10.7497079 8.2069059 9.4142091 9.4982692 11.5228276 5.8066695 8.6348111 10.3389502 -0.016292 -0.366690 0.045849 0.442570 0.017963 -0.016979 0.019363 0.021041 -0.016841 -0.016292 -0.016292 -0.016292 0.041741 -0.384030 -0.393300 -0.387610 -0.390500 -0.390500 -0.016429 0.031859 -0.015879 -0.016979 -0.067190 -0.067190 0.019363 0.029888 0.040044 -0.023018 0.057226 0.025110 0.000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.443 0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.443 0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5558265 7.1067869 10.6091151 6.7658238 1.1584017 8.8094710 9.1045946 10.7076119 10.7747384 11.3078568 10.2640005 2.3283482 6.2928462 9.5640927 5.1242040 8.2941286 10.3766798 7.1471042 2.6178627 6.3531768 4.4252042 -0.8416630 8.8769521 8.2472074 11.3605539 11.1518885 11.1332318 7.9282572 0.4803685 -0.2567005 1.7433857 9.7868649 8.2096283 9.2412336 0.4803685 7.3556356 10.985563 10.415218 8.014845 10.630856 8.723521 5.984968 10.560632 4.758330 10.008215 9.067562 6.466758 7.493810 9.651774 8.090634 13.070560 10.512669 9.906193 13.622359 13.003615 7.394434 9.318291 10.305306 7.913307 9.782301 6.338328 12.817746 9.866210 8.705314 7.034936 3.406346 10.343914 9.147104 13.159740 10.366349 11.532780 9.523101 7.016400 9.671160 10.833274 8.774968 15.030156 11.230009 11.474559 13.368291 11.119869 1.965766 10.720900 9.501050 10.753444 9.066812 7.678056 9.851471 12.305147 10.964768 11.242397 6.701451 6.251176 2.858856 10.221140 12.422202 7.703384 -0.841663 NA 8.303077 12.761756 11.352565 7.358092 10.851471 11.6835730 12.7028404 11.1518885 10.9026225 10.4811925 7.6055025 10.3364616 6.4252058 8.9785984 5.9528344 10.6369361 5.6819805 8.1793991 13.1302098 8.6158003 11.9015707 10.4298824 1.4803685 12.5656207 8.2282583 6.9785984 8.6353071 9.9932853 10.6129756 4.7731313 8.9873490 10.3663488 7.8657784 11.1358781 7.0623009 12.0512467 11.9428497 0.4803685 11.6653467 10.7127683 10.6219437 3.2458759 11.3998067 9.9928903 3.2458759 10.2255175 6.7320670 8.7452592 8.7311194 9.9516162 9.6327539 6.6582658 8.8166307 5.3872385 11.2473731 10.7363202 10.8376795 12.7776649 10.3018025 10.5159713 10.4501656 10.9635586 7.7358484 6.4893358 9.7722088 9.8575579 4.0163983 5.9199717 2.6819889 10.4063468 11.4534377 9.3239543 3.4438188 9.0979984 8.5464365 10.2305519 TCGA-CJ-4903 50 0 NA 1560 kidney stage i t1b nx m0 male 2006 1559 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 5 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.9492805 7.9741863 12.5437076 6.2812235 -1.7018109 8.2230416 9.5009651 9.9657843 9.8489759 2.8831907 1.1056110 9.1390072 9.7935846 11.2252664 9.4197626 4.8831907 9.7805329 10.3443300 10.6656440 6.9951962 11.4942165 4.1562105 11.0075284 10.6816635 7.8431937 7.5673561 2.9986649 11.5418495 10.0849072 10.6601730 8.9366650 -0.7018109 10.2843769 3.0722259 8.9715384 8.3412564 0.2981891 10.3790467 9.3936262 8.8841305 9.8330185 1.4681662 6.6065681 8.6201571 2.1055775 10.9695491 10.6372441 8.9037087 4.7244920 12.3905676 12.8030482 10.7868225 8.8642834 9.7390984 15.0234889 9.5491197 8.8888163 10.1643490 5.3426223 9.8070143 7.8661853 10.5781299 6.5928502 12.6350844 2.1076544 8.6102726 7.8962815 10.0218901 8.9411835 1.7576634 9.5491197 7.8831919 12.4213806 7.3803779 15.1730177 9.6207207 10.7230831 7.2697728 11.6561935 -1.7018109 5.4479759 12.7156862 11.4776718 7.8217912 5.3205966 8.1884934 9.7375406 8.4543125 11.0810227 9.2495138 8.6099776 9.2193263 9.3876796 0.2981891 10.1271590 8.0697188 8.8480138 11.4304075 8.8784878 8.1421505 12.1261643 9.6133788 12.9914439 1.7576634 1.1056110 10.2422091 9.4812442 8.4855814 9.8948849 -1.7018109 5.9917168 3.0531113 14.2717920 9.8958162 10.4326555 13.6590763 9.2897510 9.0606111 9.4991277 5.0261494 6.8257068 11.5111814 10.9495052 11.0545770 11.8038510 10.8308286 8.9626765 8.4831043 11.0783588 5.7900813 2.4681662 3.8217918 8.2319200 -0.7018109 NA 9.7234451 13.0160127 10.3282065 10.6743545 9.1429349 2.8217918 10.1342795 8.5270480 9.4513696 10.2618478 8.0581173 8.7065589 8.8518583 5.8129038 10.4242883 8.9429868 11.0259370 11.2504244 12.3861063 9.4966497 11.3628035 9.3330281 10.8239947 9.7385792 10.7070896 0.8832298 8.7709199 11.1497831 10.4684484 8.3231331 9.0320920 11.6150764 8.3398883 9.8704557 11.2311821 10.8000664 4.7076187 9.9124789 8.6149744 5.1437199 7.2524251 -0.7018109 8.1405793 7.3589254 12.6646880 9.8144216 8.9934576 10.9593392 10.4581005 8.9635652 5.0531157 10.5363383 9.0201827 7.9147780 10.4352203 1.4681662 5.9202814 8.5089004 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7.631384 6.073017 9.438420 9.364318 2.690551 4.711688 NA 10.876366 11.296257 9.291167 3.385693 8.556795 8.442888 11.236339 TCGA-CJ-4904 60 0 NA 3302 kidney stage iv t3a n0 m1 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 4 3 7 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.37745034 6.06421678 10.86797142 6.18227119 10.40365151 11.61260458 7.68416582 6.76379530 2.05297227 10.60877589 9.86275667 10.86757096 7.73948900 -0.36197252 10.39423770 0.86036693 8.97259674 7.91562606 0.37495600 10.06944856 10.02345386 8.01299040 9.46884109 -0.94702773 6.48761658 8.97259674 1.22292818 10.97408557 8.88666933 10.04486456 6.86676954 11.44153997 9.93103944 11.41602811 8.65290125 10.51190769 15.44170374 9.49748583 8.56868845 10.84415141 4.73949170 9.87436388 7.40392807 9.71253852 6.72894495 12.75959242 1.05297227 6.53430288 8.43453149 11.63465983 9.20019339 6.56078373 9.57065779 8.84902815 11.63489516 7.92489384 15.32605766 10.66216722 10.61923518 7.18741443 11.21301744 NA 1.37490037 12.97970144 11.86325885 6.92643240 5.76723369 8.59214716 10.55208691 8.34415918 11.42734878 9.88666918 9.44261989 9.20082947 9.16085945 -0.94702773 10.47899111 8.41273792 9.89573174 10.03062617 9.12243822 8.34646010 11.78256992 9.58826396 12.30912345 1.22292818 0.05297227 9.86396167 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10.520594 7.853888 13.792215 9.967747 10.401163 14.170713 12.201942 8.198921 9.795719 9.486574 6.992568 10.234451 6.156277 13.174765 10.069449 9.856312 5.052990 1.753433 9.866369 9.675498 13.268559 8.389495 12.309123 9.149704 8.210335 8.818689 12.447451 9.817445 14.915069 11.895259 11.657773 13.868772 11.036160 1.637935 10.355913 9.831887 10.098748 9.549842 8.041673 10.059315 13.106448 10.506259 11.705945 2.860347 4.576552 4.281810 11.331873 12.718324 6.696845 NA NA 11.156112 12.906249 11.520842 7.890616 11.189659 11.212860 13.438649 11.014981 10.862154 10.037763 6.276990 11.843948 6.483442 8.966626 6.797822 10.832913 6.064217 9.181627 13.502809 9.466087 11.877649 10.372943 2.222928 15.144383 5.643651 6.024532 8.929390 10.317724 10.494117 4.682343 9.451198 10.189339 8.143101 10.714767 6.487617 11.934580 11.152994 3.725414 11.198761 10.239722 10.525172 1.753433 11.397562 10.074663 3.007178 10.327075 9.704040 9.726298 8.008638 9.882315 9.080888 3.300914 9.247130 5.356771 11.559296 10.527455 11.342863 12.697521 10.282108 11.003180 10.424221 11.048579 7.592148 5.917174 9.584857 9.267308 4.281810 2.807870 NA 10.805996 10.715559 9.973713 6.135137 8.156276 8.588264 9.924894 TCGA-CJ-4905 62 0 NA 1496 kidney stage i t1a nx m0 female 2006 1496 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 7 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.917157 10.569436 10.144252 15.253978 11.587282 12.472030 13.466865 11.185158 1.578214 10.340414 10.294503 9.832281 9.618761 7.933989 9.952803 13.107628 10.103719 11.800507 3.210467 5.322357 6.057169 10.733269 12.695581 9.169159 -1.743714 NA 10.312569 12.703676 11.839181 7.431195 11.177367 11.600566 13.539068 11.509526 10.826362 10.447946 5.841231 9.323704 6.987589 8.623684 7.591660 10.714420 7.108018 8.132787 13.746205 8.655013 11.872359 10.554619 2.163144 14.257458 5.181675 6.204638 8.643867 9.633480 10.924933 4.426198 9.943208 10.041722 9.057169 10.558909 5.740086 11.118132 11.983977 3.011156 12.169627 10.573682 10.288660 1.715718 11.465875 10.561191 2.163144 9.990979 4.779832 9.558337 8.178111 10.401246 9.185461 3.063624 9.688812 6.044171 11.524812 10.612997 11.373263 13.028017 10.109969 10.770737 10.571136 10.933769 7.816602 5.210467 9.754122 10.014076 1.063641 4.578196 2.779827 10.546576 10.877204 10.174760 4.037628 8.226376 8.170655 10.248500 TCGA-CJ-4907 58 0 NA 1499 kidney stage iii t3b nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 4 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.83237517 9.61964135 8.96294978 9.27334128 -0.08604789 6.51392178 9.30489430 1.13638828 11.85884293 9.78745303 10.05824221 6.76367449 11.69559536 11.60225922 10.86868993 8.70177013 10.22462168 15.74853755 9.31346491 8.75949909 10.45057990 4.97290399 9.59055374 7.77406092 11.17532031 8.81185439 12.75976028 2.13638828 8.58325994 8.54215046 11.37872478 9.16351735 2.32903746 9.75478681 8.67000928 11.61300286 7.43233394 15.04105891 11.10876574 10.63967055 9.32622588 11.37121873 NA 4.21168976 13.05244071 11.32728423 7.87014275 3.97290399 8.53849975 9.21245334 9.28469619 10.97807798 9.29627270 9.16272716 9.37207365 9.33607357 NA 9.86237607 8.66443662 9.32693142 10.40886447 9.65884270 7.97109803 11.69625091 9.91353915 12.59766150 5.05696496 2.32903746 10.33361806 8.85750053 8.42707856 10.35971355 NA 4.73843819 3.02948822 13.76064193 7.66443662 10.34655074 12.40669663 9.89319594 9.11040605 9.56086758 4.32904464 6.52871821 11.14583008 11.42262901 9.98233937 11.44067112 10.80907917 8.38974232 7.96204170 10.79001414 7.34585495 3.88363059 5.62366790 7.70842454 2.65097130 NA 9.07303935 12.90989380 9.34376423 9.87207814 10.16628010 4.61148521 10.29879267 7.78642712 9.77352299 11.19709724 7.92523634 8.46603770 7.34585495 6.31204068 9.58171184 9.48954815 11.63425315 10.84005773 12.96691652 9.03886249 11.76145778 9.22007065 10.20556333 9.68157541 10.61589287 1.78847691 9.16825015 11.26015324 9.12489132 7.59151711 10.11939483 11.68164164 4.83684315 10.23104461 11.37906505 10.99992392 6.65097417 9.73896758 8.40697027 5.16193604 7.22689189 -0.67093383 10.04843524 7.83287230 12.78758116 9.42246387 8.57222045 10.95041147 9.84376045 9.61329222 6.63282657 10.79559708 8.91306921 8.03467903 10.55395245 3.88363059 4.41650875 9.06713853 4.88363548 7.48639340 4.23593380 10.71058932 6.54336596 10.69411391 5.42707981 NA 1.13638828 11.06544831 10.58761243 11.49285327 11.09578231 10.90954054 8.73631432 10.02978953 6.25154111 11.95965480 11.70991325 9.77354360 12.04575871 -1.67116354 -0.08604789 NA 10.15837275 8.76575783 9.69263363 6.26568443 13.69847335 14.34846338 11.67722126 8.20663736 10.38906673 -0.67093383 -0.08604789 -0.67093383 4.65097704 14.30878417 9.06290907 9.29555177 12.37113322 -0.08604789 8.00852667 9.10975023 11.15082036 7.02948602 10.73737614 9.65097453 9.49834502 8.36796551 9.16114524 11.42592622 10.77431992 9.91306936 11.20748056 7.79665226 9.88651006 10.01291822 11.14762857 5.25860184 7.88171539 9.75111119 -0.1345800 0.1355400 0.1542700 0.6855200 0.1359700 -0.1380700 -0.1464300 0.1429500 0.0000000 -0.1345800 -0.1345800 -0.1345800 0.1355400 0.1287400 -0.4324600 -0.4324600 0.1542700 0.1542700 -0.1433500 0.1507400 -0.1409100 -0.1376500 -0.1291400 -0.1291400 -0.1464300 0.1420600 0.1538200 -0.1385800 0.1515900 0.1240200 0.0063225 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 10.35245421 6.86820523 10.39277850 7.00468565 1.32906617 8.97560497 9.29843288 10.92031630 9.84573137 11.14739689 10.44733867 1.13638828 5.80477896 9.24492582 4.98725719 7.69755283 10.83906873 7.34585495 1.13638828 6.69098970 4.94375727 -0.08604789 8.75531123 7.61906521 10.71590315 11.06460239 10.75661328 7.46859798 1.65099427 0.32906617 1.49896565 10.03467876 8.09059782 8.86334939 0.91402868 5.92150298 10.4772052 10.5369759 7.7615885 10.4078644 8.8931959 5.5482147 11.0351106 4.7384382 10.3434156 9.5811203 5.9656712 6.8128627 9.9872579 7.1364016 13.4678381 9.9814433 10.5133019 13.1139879 12.9602234 7.7615885 9.4356094 10.4682779 7.5163982 9.5638638 5.7966523 13.2790554 9.0303529 9.2796022 5.9363765 2.3290375 10.2452991 9.7828315 12.5384236 9.3311581 12.5976615 9.3604029 8.4609035 9.4065297 10.2886862 9.8931959 16.2293118 11.4406711 12.3764259 13.8311012 11.4043584 0.9140287 10.6523827 11.1940063 10.5485174 9.4895482 7.6051706 9.7647167 13.1208706 9.9706466 11.5904068 6.5674511 5.3290446 6.6051713 10.6907161 12.5719228 7.1555944 NA -1.6711635 10.1623318 12.3928628 11.3751421 7.5163982 11.1173569 11.6050253 13.3692933 11.0646024 10.9409933 10.4028533 5.5385009 10.1218367 6.3843296 8.7511112 7.0190447 10.6385227 5.3951348 8.7127505 13.2511109 8.6293989 12.0164221 10.2861485 1.7884769 13.6629355 6.2540970 6.4111957 8.4290514 9.8535881 10.4602603 5.1104050 9.7997053 10.4995974 8.4685976 10.7073413 6.5578650 11.0992973 11.6788805 0.3290662 12.4837854 10.6980984 10.3293986 2.5769816 11.2865112 10.1091760 0.3290662 10.1615408 9.2336810 9.5348396 8.1299465 10.1662801 9.4629206 3.4989657 8.4349551 5.6599645 11.2601532 10.5638638 11.1025977 12.7875812 10.0428625 10.8635925 10.5539524 10.8996137 7.3402738 6.8288918 10.0151092 9.8333688 0.3290662 4.8526082 -1.6711635 10.1666743 11.0967281 9.7688772 5.3514128 8.0085267 8.1978688 10.3751472 TCGA-CJ-4908 38 0 NA 1531 kidney stage i t1a nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 7 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4524649 10.3746377 6.0953865 10.5433035 7.0359538 10.2562979 11.4435985 8.1633090 8.1648511 3.2013829 11.0338452 10.1713871 10.5827759 7.9966593 NA 10.4727063 1.5454248 8.3001109 8.2103660 -1.7055704 9.8471556 10.2486828 9.2118586 9.4795477 -0.7055704 6.5982669 9.0651503 1.1018517 11.5387016 10.2920188 9.7054677 7.9274817 11.5523443 12.4398614 11.0294077 8.4997909 10.9871020 15.3822808 9.5021110 8.9757250 8.9229319 5.3819478 10.0807561 7.6141584 10.4806007 8.5400393 12.6268728 3.1878469 9.0630183 9.4088795 11.9348444 9.1018415 5.3497686 9.7767903 8.6254035 11.8743916 7.7059972 15.0254656 10.3119909 10.4828373 8.2916662 10.7400187 -1.7055704 7.9844845 11.8773341 11.0576988 8.1710036 6.0758471 7.4289129 10.4244134 8.2058783 11.2368177 9.1407605 9.1908188 9.2902537 9.1384075 -1.7055704 10.1683151 9.0945776 9.8253805 10.2566595 9.3905428 7.8662391 11.5943541 9.8399336 11.9363124 3.6164165 1.4644069 9.8399336 9.0027081 8.4706597 10.4656633 NA 4.9526970 4.1771285 13.4683588 7.9437426 11.2174425 10.7810702 9.5251075 8.4606496 9.1748353 5.0493737 6.6432140 11.1194452 11.1658142 9.7666695 11.5233698 10.8723873 8.6825038 8.2973015 10.9181394 6.8643422 2.9383423 4.1018433 7.8355831 1.9949417 -0.1206079 9.8813263 12.6463229 8.9949262 9.8780394 10.1983683 3.4237664 10.4861627 8.0224072 10.1265735 10.0787123 7.6231616 9.4114803 8.2192992 6.9273003 9.4581361 9.5154694 11.2590078 10.8605405 13.5589657 8.8500246 11.0817769 9.2831713 10.1663917 9.4824571 9.1778934 -0.1206079 8.6164147 11.3721367 8.9957929 7.3499314 10.1767474 11.7605629 8.5821988 10.3951488 11.3854259 10.9766033 6.3057134 9.7181277 8.8644750 5.4340377 7.3713018 -0.7055704 9.9774811 7.9598223 12.6055962 9.5483339 8.2973015 11.4137519 9.7722448 9.7853374 8.3140770 10.5515148 8.9365381 7.3632648 10.6673515 3.8794509 5.0224078 7.6254035 6.4233580 7.7742665 4.3388808 10.6155690 7.8101860 10.7680198 6.9406848 -0.1206079 0.2944296 11.1477961 10.6135941 11.6542361 11.3551824 11.7141834 7.8509925 9.1937981 6.0382430 12.5548180 11.3857566 9.7958260 11.5243567 -1.7055704 0.2944296 NA 10.0766657 8.8878777 9.9888444 5.6520390 14.0319715 14.6584672 11.4518334 7.2031189 10.2831711 -0.7055704 0.6164518 -1.7055704 -1.7055704 14.0170806 9.0095904 9.9401449 12.5810443 NA 8.9704436 8.6869543 11.0072284 7.5729359 10.6814268 9.3327196 9.7863396 8.4429630 9.3126867 11.3334055 10.4578217 9.9686787 10.9940589 7.8413807 10.0979274 9.8002981 11.5327419 5.6715227 8.5672796 9.8874106 0.00000000 -0.00093501 0.00302630 0.49421000 -0.00465920 0.01500200 -0.00773350 0.00641940 -0.00450750 0.01031500 0.01031500 0.00000000 0.00427620 0.01129600 -0.53916000 -0.49582000 -0.49582000 0.01486200 -0.00860230 -0.00542510 -0.00099603 0.00945350 -0.11197000 -0.11197000 -0.00044171 -0.00013610 -0.00265810 -0.10673000 0.00033765 0.00654800 0.00616210 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 10.2735544 7.0791210 11.0552064 6.8495740 -1.7055704 8.7508410 7.9401450 10.7667153 9.9414952 11.0164572 10.2248543 2.7539254 6.5088058 9.2838810 4.9669103 7.9809872 10.5290046 8.2192992 1.8794313 6.9491228 4.2013751 -0.7055704 9.0275019 6.9383423 11.0923993 11.5106260 10.6371501 7.4593931 0.6164518 -1.7055704 1.1018517 9.5971253 8.2602708 8.9931912 NA 6.6432140 11.522554 10.544785 7.871915 10.634337 8.791340 5.403012 11.144869 5.127377 10.155573 9.377966 6.371303 7.297301 10.335461 8.280329 13.223652 9.838968 10.508198 13.924725 12.869967 8.334776 9.706527 10.241758 7.039320 10.092958 5.786340 12.923957 10.380291 9.133690 5.931111 4.152467 10.091337 9.611334 13.427870 10.255212 11.936312 9.643768 7.958045 10.130931 11.637533 9.525108 14.915165 11.523370 11.873449 13.646461 11.238283 1.616405 10.984048 9.802776 10.685730 9.515469 8.183230 10.020705 12.959878 10.324464 11.567699 6.499058 5.952697 5.305715 10.576996 12.805869 6.770220 NA -1.705570 10.030465 12.783268 11.640698 7.806239 11.118252 11.5537884 13.3197126 11.5106260 11.0787124 10.5343833 6.9704430 10.8481158 6.5039402 8.8248929 6.9633712 10.8660021 6.0953865 8.1336904 13.7014355 8.4211909 11.7472425 10.7204891 2.9949236 13.5570218 7.5872682 6.4082278 8.6361609 9.6932301 10.9482273 3.4644069 9.5827758 9.8902102 8.3015136 10.5124442 6.2602704 11.3060632 11.8561324 4.2717693 11.4620614 10.3852605 10.3625930 2.3819478 11.7219303 10.2486828 2.6868142 10.0929583 7.8471557 9.3538310 9.5364697 10.1983683 9.5625548 5.4644102 9.1953533 6.3223933 11.3721367 10.6889492 10.9133308 12.6055962 9.8350989 10.4250570 10.6673515 10.9713251 7.2399307 6.1524674 9.9279359 10.0130193 0.8794705 2.9949236 -0.7055704 10.7413113 11.5465738 9.8911421 4.0758492 8.9704436 8.2013771 10.2937819 TCGA-CJ-4912 61 0 NA 1657 kidney stage ii t2 nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 4 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2.011448e-06 7.629629e-07 10 21.25 17.5 28.75 22.5 9.1134122 10.9874636 9.5736790 6.9820216 9.1331859 7.6045162 10.4620464 6.8018609 8.9497908 -0.7661119 1.6178627 6.5284494 5.2111096 9.9836984 8.5625038 10.8595377 11.4626476 5.5736775 11.3348197 10.9807630 12.6992678 13.1789051 10.7326781 10.7797587 8.5076246 7.5789681 6.4817558 14.6731404 6.8558813 NA 9.9642990 9.9133091 10.6110395 10.4548118 3.5557548 2.6932528 8.9027140 9.0460061 9.8567959 8.8522146 4.4432817 11.7799999 9.1689940 10.6218462 6.7884182 9.7564104 3.4817510 10.5064587 11.6397681 8.0667189 8.6684571 3.3212932 10.0468083 10.2139685 9.8830851 7.8448539 2.4037585 10.3481959 1.1135672 8.6110396 7.3682550 2.9342712 10.3358046 9.1195253 9.3592424 9.7653468 5.9342688 6.7495289 9.2795885 4.7884195 11.3640777 11.6234602 7.9786630 4.7573913 11.5701235 12.2368197 10.5897305 9.6357751 9.8866739 15.9198780 9.4037539 7.7922495 9.0871385 5.4626479 9.5625038 8.3579500 12.3537427 6.0540084 12.9466783 3.7573860 10.2953148 8.5512414 10.5116974 8.7115871 -0.7661119 10.0258058 8.6153718 11.7661848 6.7014340 14.8202389 8.8722649 10.3275436 8.2281823 11.9653601 NA 9.2534197 12.8571389 11.5014934 8.4012469 5.2782227 8.4087547 8.9903851 10.2768562 11.4065689 8.3079703 9.5770147 8.3318610 8.4310454 NA 9.0217315 8.3835760 9.2836774 10.3166432 10.2415571 7.6304339 11.5011072 9.5145997 12.2189593 2.2338267 -0.7661119 9.9549281 8.1766953 9.4087545 9.6389704 NA 3.4817510 5.2338306 14.4941604 11.0765721 11.2292428 10.7826508 8.5869756 9.9710762 10.8567959 2.8187892 6.7960708 10.4554160 10.3937002 10.5318915 10.7687834 10.4511808 7.9515056 8.0053186 11.0310851 1.2338267 2.0411729 4.1880290 9.4396221 2.6932528 NA 11.4156024 11.9163846 9.7034707 11.9277514 8.8318814 4.2782227 10.2734335 8.7613059 10.4533241 3.6932639 5.5006141 9.5261506 5.3835764 6.5006157 9.3962203 8.3682554 10.4396222 11.9517195 12.1619771 9.5212528 12.3425167 8.7729878 9.2338289 10.1041937 9.4298162 -0.7661119 7.5330369 10.7778273 12.7919064 7.4541109 9.5433052 10.4994439 8.1286465 9.8281535 12.2742899 11.1038083 4.6261471 9.9124291 10.1239260 4.7256812 9.3682552 -0.7661119 7.6684574 5.8337427 12.4707400 10.2992450 8.6453400 11.2189593 10.7647229 8.2945247 6.9820216 10.9788225 8.8244159 7.0217318 10.4106254 -0.7661119 5.7095636 5.7573913 6.6159768 9.3173081 5.0667178 9.6485142 6.4626479 10.0151887 7.9767445 -0.7661119 -0.7661119 11.1883887 10.4746203 12.0775537 11.0077923 13.5059484 6.9062545 9.7197085 6.9781247 10.8480786 10.3797611 9.4959238 10.9748745 -0.7661119 NA NA 10.0611716 10.3410460 9.6912098 NA 12.6713209 13.2094082 11.6269512 6.7655228 10.1712027 NA 0.2338881 2.6932528 -0.7661119 13.5491200 6.9953805 9.0492123 11.3517966 -0.7661119 8.3026074 9.0659118 10.0371528 8.0379598 11.4737257 10.1916565 9.0793189 10.1836556 9.0761793 10.9714988 10.2782230 9.0298686 10.5461447 8.0053186 9.7636401 10.4292012 11.4239622 4.5192337 8.6770832 12.0196900 0.0000000 -0.0278740 -0.0562800 0.5725900 -0.3001300 1.1734000 -0.0077191 0.6509600 0.0576840 0.0000000 0.0000000 0.0000000 -0.0278740 0.0639690 -0.1145000 -0.0311590 -0.0311590 -0.0562800 -0.0562790 0.5940800 -0.0355560 -0.6761700 -0.6809500 -0.6658000 -0.0118580 -0.0198000 0.5587400 -0.6490100 0.0412050 0.0420540 0.0576840 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.571 0.571 -0.676 0.470 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.571 0.571 -0.676 0.470 -0.666 -0.666 0.000 0.000 11.5669843 6.9133095 10.1872979 7.8678773 NA 9.3631119 11.3835761 10.0164995 11.1578991 11.4842783 9.0683000 2.6932528 6.1286460 10.3079703 5.6600929 7.2450564 10.9953801 5.3835764 0.8187688 6.8920400 4.3631150 -0.7661119 8.5052919 8.6153718 12.7005427 10.8595377 10.5659214 5.9203290 1.5557671 0.2338881 -0.7661119 10.4864944 8.3501728 9.0871385 0.2338881 6.4722343 10.4031276 10.2225136 8.4912166 10.9053700 7.4285855 3.9342712 10.5625038 5.0411860 9.8374553 9.8659153 8.0282448 7.4578307 9.4493618 7.4674482 12.3086394 11.5772922 9.4505747 13.2202932 12.4217995 6.2672511 7.4037543 9.8084224 7.9133089 10.2884332 4.5557548 13.4688708 8.7768607 8.8430077 2.2338267 NA 9.6293630 8.3835760 12.8143230 10.1111131 12.2189593 9.0886974 6.8411592 11.6894130 11.0057310 8.5869756 16.0258566 10.7687834 10.8893596 13.2941026 10.7686181 2.0411729 12.5996045 7.4187044 10.7564105 8.3682554 7.9583427 9.8731695 11.6577327 9.2877549 11.5235597 7.3527700 6.5467124 6.4236538 9.9836984 12.6270853 6.1041941 -0.7661119 NA 9.6495707 12.2287126 11.1843046 7.7807235 10.2520291 11.2274750 11.9866277 10.8595377 10.9807630 10.7326781 5.8187918 11.5284497 5.3631115 8.9307965 6.3423538 9.5478456 6.7884182 5.9617483 12.2378106 8.9220792 11.1999738 9.2139686 2.9342712 13.4100800 7.4021500 7.4674482 9.0693740 9.7436040 9.3514720 2.6932528 8.3810337 9.4037539 6.7495289 11.4093785 5.2782227 10.3113123 11.0221394 NA 11.0828430 11.1778088 9.7700761 -0.7661119 11.3129803 10.3246029 0.8187688 10.4626476 9.1179994 7.8036843 9.9803433 8.8318814 9.6236430 7.7014347 9.4517866 4.5557548 10.7778273 10.8727173 11.1346957 12.4707400 10.1872979 10.0355373 10.4106254 11.0968536 7.3937002 8.1967251 10.3911758 9.8704535 NA -0.7661119 0.2338881 9.5052919 11.7375454 8.3708199 3.6932639 8.3026074 8.4432822 10.8216064 TCGA-CJ-4913 45 1 1173 NA kidney stage iii t3a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0133530 -0.0118870 0.0059700 0.0084743 0.0000000 0.0040243 -0.0041546 -0.0316320 -0.0565770 0.0133530 0.0133530 0.0133530 -0.0118870 0.0108420 -0.5938000 -0.5701500 0.0095883 0.0095883 0.0097276 0.0034687 0.0024969 0.0030522 -0.1437400 -0.1437400 -0.0041546 0.1474100 -0.0063651 -0.4126700 0.0072217 -0.0089906 -0.0565770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CJ-4916 69 0 NA 1373 kidney stage iii t3a nx m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.21238257 9.48470913 5.43477499 7.88794681 10.87640107 5.65716551 1.62742007 7.51277680 4.84981416 0.45754176 8.76355598 3.58677675 10.88444827 10.97958539 10.94552775 8.61610402 0.45754176 0.04250426 2.62742007 9.80898573 7.46872178 9.24212920 0.45754176 8.92713616 9.98497136 10.76895882 8.28245324 10.47743246 9.19220403 5.64732027 10.39964226 5.15793299 9.72778962 9.58226187 6.87534635 7.53964351 10.35117501 6.92101852 12.82709164 10.73041562 10.00727891 13.37826583 12.85041540 7.69828586 9.13697446 9.43047409 8.98594836 9.64978716 7.95734005 12.81971211 8.69350856 8.90561054 5.26484791 3.36439033 10.05088542 8.15446169 13.40709306 10.74174008 12.43432689 9.54892977 7.84335642 9.78841117 10.35458340 8.90870545 15.93460429 11.42423585 10.97614744 13.69410650 10.75039103 0.45754176 11.42057098 9.14749216 11.28324813 8.50598102 8.01208311 10.28721705 12.43396891 11.81449639 11.42903608 4.52358077 6.14399537 5.84981166 11.55107693 12.54462559 7.15446169 0.04250426 -1.54245824 10.21904555 12.99106737 11.63028588 7.65471120 10.60119638 11.167009 12.384531 10.979585 11.164638 10.144433 9.150981 11.502742 5.849812 9.391185 7.136975 10.012083 6.042456 7.698286 12.524299 9.180302 11.555033 10.035867 3.586777 13.752187 6.830447 7.140489 9.036603 10.393396 10.309634 4.647320 8.745207 10.019737 7.171740 11.473258 7.361376 12.770732 10.613261 1.042434 12.077600 10.630859 10.407321 1.627420 10.872180 10.193896 5.797345 10.444047 4.949348 8.552891 8.332476 9.177738 9.740571 7.255156 9.021644 4.933228 10.799847 10.563403 10.848738 12.678477 10.612945 10.915388 10.166578 10.537646 7.826001 6.446178 9.979585 9.525601 1.042434 5.277672 NA 11.458375 12.255769 8.777167 5.832533 8.718414 8.291965 10.200646 TCGA-CJ-4918 64 1 93 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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7.4818196 9.9766379 9.1832863 12.6651330 1.8211796 7.9287126 9.3608352 11.6734726 9.0088616 1.0488639 9.3608352 8.5213476 11.2566063 7.8302198 14.5146168 10.7893153 10.1925186 9.4909740 10.8952905 -1.2729944 8.0997970 12.0475913 10.8696770 7.8196886 3.3707920 7.7685906 8.3175189 8.0146443 10.8400227 9.1278112 9.4463205 9.4368770 9.3635564 0.7269184 9.8328403 9.0018923 9.6554500 10.6822184 9.3462347 8.6782163 12.1603164 10.0347017 12.2774381 4.0844810 0.3118518 10.0352708 8.7341975 8.3725900 10.2709302 1.3119099 4.1192483 3.4818156 14.0575686 4.5342858 10.5786808 9.9290555 9.7842466 8.6232641 9.2834378 4.2504917 6.6398211 10.5821896 11.3370338 9.8766789 11.5092891 10.6461675 8.5407131 9.0375445 10.4304028 8.3581087 3.1863579 6.6217501 7.6869340 4.3993557 -0.2729944 9.6003759 12.6343858 8.5358959 9.7444361 10.2177826 3.2504917 10.0806300 7.4308355 10.1520323 11.7598384 7.9216886 9.5326756 6.4204184 7.5692822 8.3958169 9.4360156 11.1426736 10.9436776 13.7419547 9.2197864 11.0959837 9.4437513 10.3347244 9.1320732 7.8275942 1.0488639 9.2267778 11.6431845 12.2205133 7.0271010 9.7084990 11.2755129 8.4934608 10.3282382 11.7810273 10.9825505 6.0756610 9.7416497 8.5422991 6.0488596 7.5598214 -1.2729944 9.0578485 7.6428113 13.1000688 9.6977566 8.0578488 11.0891496 9.6042159 9.7063570 6.5911184 10.4218120 9.0578485 7.9241486 10.4747051 4.0123363 3.7713257 7.0623225 2.6338264 8.2948877 3.8143966 10.4416066 7.9290554 10.9742482 6.4411780 NA NA 11.0482962 10.4671342 11.3544657 11.2492681 10.7461749 8.1904563 8.8903424 6.4125207 12.7330825 11.4267211 9.7070713 11.2781594 -1.2729944 0.3118518 NA 10.1781428 9.1678010 9.7170358 3.7269293 14.1729812 14.5921576 11.3712387 7.8668159 10.7631054 NA 2.3118809 -1.2729944 -1.2729944 13.7222131 8.9043513 9.6650411 12.5963328 NA 9.0386801 8.9808382 10.8406739 6.5342873 10.3851432 9.4531498 9.6480289 8.6308135 9.3544656 11.3567437 10.0811812 9.9118071 11.4325641 7.7740556 9.9357757 8.7603547 11.4050917 5.2750592 7.8853145 9.9130460 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10.320790 6.420418 -1.272994 6.273825 5.681129 2.311881 9.131009 7.724111 10.877507 11.373490 10.833115 7.488483 1.048864 NA NA 9.518909 7.933946 9.023848 3.814397 6.657669 11.007413 10.611102 7.588019 9.900609 8.871590 8.695599 10.940644 5.153197 10.481819 9.514018 6.803748 7.666511 10.363556 8.279601 13.454108 10.368080 10.399799 13.034133 13.297262 7.938674 9.918608 10.279120 8.368983 9.778820 5.866483 13.039460 9.640569 7.891839 5.906840 2.726940 10.529448 9.848465 13.331253 9.339800 12.277438 9.387819 7.874137 8.218785 12.122867 9.784247 15.389364 11.509289 11.988880 14.242940 11.363556 2.534286 9.841975 10.674934 10.658039 9.436016 7.681128 10.187899 13.011178 10.882066 11.520127 5.281520 5.704211 7.337956 11.048014 12.251351 7.684208 -1.272994 NA 10.175564 12.868001 11.388828 7.465024 11.238437 11.626855 13.058619 11.373490 10.772009 10.446321 7.566135 9.725522 6.250494 9.298684 7.488483 10.926911 6.547110 8.973672 13.570935 8.598837 11.915057 10.437738 2.534286 12.705106 6.548068 6.495116 8.550235 9.736760 10.809746 4.584914 9.658408 10.048860 8.224784 11.416056 7.169875 11.912891 12.089834 2.534286 11.996935 10.630060 10.557447 2.186374 11.104142 9.909326 2.974860 10.242139 7.359927 9.462488 9.888693 10.217783 9.380180 7.630814 8.681128 6.093254 11.643184 10.618715 11.288936 13.100069 10.085583 10.894663 10.474705 10.822658 7.657669 6.698475 9.752071 9.984909 2.633826 1.048864 1.048864 10.405532 10.021736 9.817044 4.218781 9.038680 8.416930 10.209235 TCGA-CJ-4920 64 1 139 NA kidney stage i t1b nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 2 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.56428365 10.13992656 8.25053008 11.28426403 11.83973147 7.73712090 8.86107512 11.12026477 12.60010797 13.67844479 10.27627949 11.46745389 8.84766719 7.41592003 7.85973976 13.74229250 6.27477788 NA 9.19019210 9.62055232 10.46240452 10.02847716 4.48336436 2.36787424 8.53111746 9.59830769 11.11747707 9.91285132 6.57733970 6.61581500 10.30697636 10.88161453 7.02132870 10.14102616 3.03084808 10.58866826 11.11300097 8.66709486 7.98014129 3.36788822 11.45601259 10.34802655 10.56182291 7.74292647 -0.21708826 10.51666427 1.68014429 8.67622579 7.69581360 3.53781788 10.05904886 10.00209292 8.40314414 9.77108368 1.59029062 6.09580841 9.41045835 0.78291174 11.78732047 10.11831482 11.77586275 6.68981492 11.76690134 15.32296162 10.88817823 8.95159654 10.24133099 15.94973478 9.41410149 8.58382443 9.75231089 4.99237871 9.54530643 7.13607139 10.14486813 6.83820679 13.51434953 1.78291174 8.40885237 8.51593987 11.10005432 8.68379118 0.78291174 9.68001362 9.70922049 12.58331881 7.73712090 14.99111781 10.45225246 10.97353623 8.38469526 11.08784607 NA 8.92758273 12.13096094 11.44581530 8.45358054 2.78293270 8.70625184 9.24542673 9.53446845 11.70383550 9.72250359 9.02609846 9.43307858 8.68981492 2.95285538 9.67242835 8.63623381 9.48855678 10.15197637 8.76591791 7.69581360 11.77691889 9.60070759 13.29251388 1.36787424 1.36787424 9.66938311 9.15042665 8.63467349 10.10654213 -1.21692057 4.76020498 3.95284606 13.56556437 7.34897861 10.73056133 12.08670516 9.47030014 8.57408712 9.51339461 4.10485661 6.65944082 11.58261080 11.15197643 10.31235500 11.77215924 10.58987675 9.17524189 8.30256079 10.80633228 5.72543852 3.24235861 6.98749596 8.17309344 4.03084808 -0.21708826 9.56017977 12.60788317 10.08613437 9.51593968 9.43756046 4.33136127 10.27627949 7.98993883 9.83098890 10.87369848 7.34516659 9.11384138 5.36788822 7.20498873 9.76805477 9.20393720 11.68095890 12.19972194 12.84184629 8.94667472 11.36788691 9.04736689 10.38840396 9.34325724 7.64711084 1.10487338 8.94405637 10.89829324 11.64773156 8.17386698 10.43666522 11.27728002 8.31235478 10.20709072 12.15347562 11.16419697 5.92247618 10.12388718 8.58252966 5.19231649 8.36224018 -1.21692057 8.89275499 7.65020305 12.73521067 9.87171261 8.62684539 10.61264719 10.08384893 9.39671394 7.22171664 10.76262114 8.80112470 8.15578970 9.99785056 3.42677464 4.89144835 5.71366283 1.55694435 6.96283355 4.36788822 10.40085094 7.50060051 10.89097511 6.65784433 -1.21692057 0.78291174 10.88128553 10.33319024 11.77851492 11.10597920 11.40520509 8.15796380 9.69730956 5.82556941 12.12985361 11.45888144 9.89210212 11.52733781 -1.21692057 1.95285538 -1.21692057 9.75639220 9.10935403 9.68228131 5.88095729 14.05128366 13.84808808 11.19919419 6.99456954 10.15796380 -0.21708826 -1.21692057 -0.21708826 -0.21708826 14.24517105 8.86640390 9.01654423 11.65636855 -0.21708826 8.81634755 9.12766423 11.15306689 7.52101696 9.87766190 9.62212816 9.22897377 8.61106096 9.10485241 11.33415203 11.15986377 9.67622597 10.93171873 8.05438725 9.40432605 7.72250359 11.23465070 4.87272043 7.70957600 10.55400120 7.6894e-03 0.0000e+00 7.0429e-03 2.8673e-02 1.7760e-01 -5.1808e-02 -1.6517e-02 3.2734e-04 -1.1837e-02 7.6894e-03 7.6894e-03 7.6894e-03 0.0000e+00 0.0000e+00 1.2287e-02 -6.0212e-01 8.6638e-03 8.6638e-03 -1.0867e-02 2.8673e-02 -1.1973e-03 -5.1808e-02 -1.3725e-01 -1.3725e-01 -1.6517e-02 6.3550e-03 -2.6713e-04 -1.4498e-01 1.2142e-02 5.0053e-05 -1.1837e-02 0.000 0.000 0.000 0.000 0.124 0.124 0.000 -0.145 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.178 0.178 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 -0.145 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.178 0.178 0.000 0.000 -0.137 -0.137 0.000 0.000 10.3660072 6.8490134 10.1144013 6.7770514 0.7829117 9.0992060 10.8829296 10.3538521 9.6307647 11.3104992 10.1205463 -1.2169206 6.4624041 9.3045250 5.7254385 8.2444038 10.8687288 5.3678882 1.1048734 6.6837919 5.1227762 2.3678742 8.6822815 6.5311179 10.9498250 11.2842640 10.6067534 6.7716096 2.2423586 -1.2169206 0.7829117 9.7772778 7.6031033 9.1014673 -1.2169206 6.3064865 10.3523053 10.4777176 7.8327729 10.9298113 9.0249075 5.3220832 10.7515913 5.5642837 10.3879408 9.4294831 7.1923155 6.9478309 10.2976385 7.5074379 13.3244446 9.9427957 10.0849921 13.2867502 12.6690020 7.8080639 9.4168279 9.5797753 8.3772491 9.6455617 5.5642837 13.1969489 9.4588815 9.3594087 6.2747779 1.3678742 10.4186425 9.5099941 13.1705379 9.9528494 13.2925139 9.5353051 8.0069263 10.4276820 11.7544680 9.4703001 15.6373911 11.7721592 12.3156456 13.4358814 10.8597400 0.7829117 10.4993152 9.8796396 10.8028625 9.2039372 7.8888327 10.0361810 12.9023519 10.0497109 11.5172086 4.1404760 6.7829248 6.4122802 10.7786915 12.5103131 7.7857395 -0.2170883 -1.2169206 11.0680376 12.7292825 11.4543417 7.1183151 10.8891602 11.4599833 12.9196753 11.2842640 11.1202648 10.2762795 6.9578496 11.3985540 6.9275824 8.9122073 7.3259566 10.5560636 7.0213287 8.2986244 12.9380399 8.6078832 11.6325250 10.5125451 2.4833644 13.7889436 7.1245546 6.3527797 9.0015723 9.5235484 10.0980739 3.8273211 9.3375133 10.3494542 8.4429203 10.6928175 6.1404760 11.2146831 11.0946727 2.9528554 11.9855074 10.4667963 10.0201343 0.7829117 11.4222651 9.9528494 2.4833644 9.8436204 7.9603437 9.3781819 8.4049763 9.4375605 9.4660418 4.7371189 8.3902545 3.3064810 10.8982932 10.4411359 11.2805268 12.7352107 10.1795292 10.7818674 9.9978506 10.7983394 7.5411477 6.6777422 10.0177418 9.9868842 2.1048398 6.7518788 0.3679301 10.7032773 11.2889741 9.7906525 3.0308481 8.8163475 7.9377428 10.2102373 TCGA-CJ-4923 63 1 572 NA kidney stage iv t3a nx m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 4 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 4.855218e-07 14.5833333333333 25 20.8333333333333 25 14.5833333333333 8.3437596 10.9908302 8.2514843 7.7641504 9.5569286 7.9541213 2.0092755 9.5078967 8.7734709 0.6873295 3.7465170 6.1219624 5.1630680 10.0764283 8.6646147 11.1739185 12.2573091 6.0796533 9.1115011 10.8072486 12.6988242 15.1206435 10.1431758 11.1310554 9.3981413 9.1072950 6.8114556 13.8343911 6.9016537 0.6873295 9.0426088 9.9400002 10.3738353 10.2045121 5.0271850 3.0092576 9.1406054 9.9394089 11.7419392 9.1980990 7.4488861 5.9819554 9.6603145 10.9865428 6.3946942 11.4203501 4.9541218 10.6581597 10.9965269 8.5607788 9.6349718 3.1467693 11.3703294 11.1726610 10.3112163 7.8319931 1.2723219 10.3725260 NA 9.1731642 7.9447226 3.6873295 10.0607438 10.2245532 9.8249664 10.0026543 2.1467530 6.7041430 9.8734490 4.1791846 11.2935087 10.4950922 8.6689020 6.6816882 10.6124071 13.4626879 10.8185487 9.5970329 10.2342293 16.2323747 9.5429819 8.1529013 9.4058677 5.1791886 9.2514843 7.3981408 10.2946651 9.1020200 12.0792497 3.2480490 9.0800601 9.0839396 11.2479065 9.0935398 3.6873295 10.2853873 8.5091087 11.9694097 7.1630680 14.8952231 9.0282976 11.1179311 8.7083149 11.8544393 0.6873295 7.5821525 13.7402425 10.6760196 8.8659998 3.8166202 8.7708142 9.8839369 9.3500032 11.2354342 8.3383865 8.8345396 8.5422031 8.5453159 5.8370829 9.7228214 9.1209203 9.9453119 9.9916861 9.6788566 7.8845515 11.3621273 9.8121024 11.7694839 3.3311893 1.0092755 9.9669455 8.6985620 8.8808603 10.1436892 1.0092755 3.3311893 4.5453136 14.0087345 6.7747976 10.9654938 11.4906587 8.6357022 10.0310758 10.4054395 5.1951310 7.0623743 9.4914659 10.4736045 10.4109958 11.2604968 10.2162772 8.6845144 10.0758904 10.9628774 6.4015810 4.2722995 4.7958604 8.0924765 6.4015810 -1.3125809 9.6495079 12.4149363 9.2303666 10.4317482 9.3981413 5.7097014 10.3253182 8.3311911 10.6258191 8.9388171 6.6180727 9.1416341 7.1426616 6.3738361 8.7681522 8.2030347 11.1439459 11.3036539 12.8327098 9.7245386 12.2909612 9.4109957 9.2797919 9.2400040 8.8023784 1.0092755 8.1344181 10.4258494 8.7240578 6.4734736 10.0371689 10.9968112 6.2495781 10.1088737 11.5751266 11.3064085 6.0882137 10.0834043 9.1675393 5.6415316 7.7426173 0.6873295 8.8319931 6.8268866 12.6108480 10.0047474 8.2303668 11.3987867 10.2900337 8.7654857 5.9065034 10.9140691 9.3755851 7.7641504 9.9956739 4.2108953 4.6415287 5.7207573 3.5942261 5.4015793 3.8166202 9.6069431 6.3738361 10.7499072 6.8496753 0.6873295 -0.3125809 11.4515844 10.9275299 11.8442080 11.2390431 12.0101080 8.1771828 9.6095476 5.8001389 11.7131665 10.7654856 9.4776834 11.1209202 2.3877761 -1.3125809 -1.3125809 10.1856855 9.8814760 9.2050041 0.2722621 13.4118487 13.2797919 10.1390610 7.8487688 10.9467839 1.0092755 1.0092755 -1.3125809 -0.3125809 13.8451160 7.4186538 9.1051872 11.4801251 0.2722621 8.6873347 9.0765252 10.2510077 8.1630685 10.4666438 10.1549404 9.6731767 9.7405819 9.5019174 11.2844562 10.7958593 9.4621219 11.3029644 8.1177875 9.3883900 7.8992234 11.4214093 4.7822041 9.2739212 10.8150068 0.32624000 0.00000000 0.00708260 0.34372000 0.00694350 0.11946000 -0.11260000 0.00875280 0.02208100 -0.00553750 -0.00553750 0.32624000 0.00000000 0.00000000 -0.36113000 -0.34870000 0.00708260 0.00708260 -0.09789100 -0.00526100 -0.00193990 0.11946000 -0.00747200 -0.40782000 -0.11260000 -0.00443120 -0.00027724 -0.28180000 0.02553100 -0.00027724 0.02496900 -0.113 -0.113 0.000 0.000 0.128 0.128 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.326 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 -0.113 -0.113 0.000 0.000 0.128 0.128 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.326 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 10.9334816 7.4254274 10.1467665 8.0281193 2.0092755 9.8453133 11.6457063 10.4697680 9.3877746 11.6307562 10.1406055 0.2722621 6.6646151 9.6653302 5.9352617 7.9089222 10.1025484 7.1426616 0.6873295 7.6816882 5.5328250 1.6873295 8.8459444 6.5882019 11.3417829 11.1739185 11.5344803 7.9209542 -0.3125809 1.0092755 2.6873295 10.2533888 7.7235087 9.2235821 0.2722621 8.4686945 10.152901 10.423737 8.731729 10.565386 9.405868 5.226493 10.365935 4.877160 9.964041 9.935855 7.670328 7.837082 9.869108 7.756113 12.490356 11.482157 9.670328 13.484642 12.543469 7.294665 9.150859 10.319876 7.723509 9.892517 7.748030 13.227039 8.873449 7.497906 6.171151 3.494684 10.748031 8.181190 12.951338 10.586314 11.769484 9.274175 7.279792 12.079384 10.979944 8.635702 16.121165 11.260497 11.416743 13.607641 11.220421 4.731726 12.059656 9.591217 11.017411 8.203035 7.852242 11.248623 12.066578 10.915853 11.420986 5.764150 7.742617 5.774798 11.127944 12.459856 7.609176 5.009262 -1.312581 9.874687 13.159581 11.619610 7.199087 10.507115 11.4699236 12.2978983 11.1739185 10.8072486 10.1431758 8.3130435 11.8030288 5.8572595 9.0860786 7.3597601 10.0426859 6.3946942 6.4946892 12.4640629 8.5653858 11.7571202 9.7574559 3.0796512 13.5462871 8.0756321 7.2797916 8.7173810 10.2298831 9.9077131 5.0448880 8.6703284 10.0332944 7.7614761 11.8600748 5.2872469 12.2837576 11.6283824 3.9727386 12.2469509 11.2595613 10.6020936 1.8572644 10.9611304 9.6495079 3.6873295 10.4468070 8.0492784 8.2495771 8.4032967 9.3981413 9.8294930 8.2609821 7.8243262 5.1791886 10.4258494 10.5138833 10.5623162 12.6108480 10.3194213 10.4962990 9.9956739 11.4900531 7.9494299 6.8319925 10.4476389 10.6978629 5.1302802 5.3083609 0.6873295 11.3073255 11.2169509 8.9459009 4.1136005 8.6873347 8.5942253 9.9311039 TCGA-CJ-5671 51 0 NA 3987 kidney stage i t1a nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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27.8688524590164 19.672131147541 7.2892120 10.3712576 9.0925648 7.6513380 9.9991501 8.4062254 -1.2065619 9.8458162 9.0448392 -1.2065619 2.6750255 4.6007098 4.0412868 10.4586927 7.5415497 11.2909592 12.4652295 7.2852098 8.4006869 10.2746516 12.3410948 14.1876001 10.4881499 11.2064557 10.0752869 6.8966448 7.1376531 14.3138527 4.6760022 -1.2065619 9.4719393 9.9899588 10.2811968 9.8302173 3.7933549 1.6006979 12.1383461 9.9252138 12.2664283 10.0572128 6.3858141 9.5272195 10.0741275 11.3412153 7.5549081 12.0208223 10.7996829 9.9819457 11.3888474 8.6987439 6.9122978 5.5212769 12.1322324 10.7490067 9.7358713 7.5974880 NA 10.0977081 1.3783451 9.3390935 7.7933569 -0.2065619 9.8880943 10.3670039 9.4506752 9.5086840 2.2527790 7.5280665 9.7137096 4.4937946 11.6274327 8.9110000 12.1245537 5.9831806 12.2635784 14.1904297 10.9287455 8.7062460 10.5685555 15.2602776 9.7453700 8.0925648 10.0137351 4.1856763 9.4929293 7.2568814 10.6855201 9.6135357 13.2662380 2.4151096 8.7321864 8.8350158 11.5490789 8.7834606 2.8808226 10.0293710 9.2352635 12.0874031 7.5110331 14.6011854 10.1124644 11.0172740 9.4272602 11.3703134 NA 9.8966445 12.4718469 10.2594333 7.8295306 7.4833547 8.6151308 9.6744707 9.0221755 11.0607287 8.8527012 9.0507446 8.5747165 9.2882123 1.1152996 9.7159412 8.7181691 9.1673095 10.4016116 9.0101026 7.1856743 12.1237079 10.3997620 11.8801565 4.5747192 -1.2065619 9.8363840 8.8554030 8.7677713 10.2080420 -1.2065619 4.0787550 -1.2065619 13.8515177 7.2404403 10.0868285 7.9018812 9.3100417 9.2311088 9.9494398 5.5348242 6.5212769 10.7877102 10.6637215 9.6798154 11.8822643 10.3105341 8.1856743 10.6729400 10.8601187 7.0221758 3.3169132 1.1152996 8.3188776 0.3782897 -1.2065619 9.7742104 12.0681717 8.6183154 8.0173585 9.8452454 2.3783174 9.0833756 8.0718061 9.8484697 8.6652620 7.6942234 9.2822012 7.4728370 6.5747161 9.2922059 8.8115571 10.7894772 12.0156989 13.4467057 9.1867472 11.2520197 9.4172382 8.6820999 9.3941988 9.0507446 -1.2065619 7.9856496 11.0176600 11.0812221 7.7823253 9.9481749 11.3827739 6.8432050 10.0683172 11.9629686 11.1429145 5.2027468 9.7933569 8.8528366 5.8913900 9.0341480 -1.2065619 8.5828905 7.4868439 12.7050296 10.3613128 8.3858137 11.3232753 10.2027477 9.3354214 5.5747161 10.9750215 8.9582636 7.6388471 10.4071462 3.0412780 4.3783174 6.2445674 5.5212769 6.3932703 3.4372144 10.0227764 6.5280665 11.1484325 6.4978822 NA -0.2065619 11.2206696 10.8122524 11.7248330 11.0215743 10.9510195 8.0624833 9.1888373 5.8080478 11.9944086 11.0233772 9.5041631 11.0796257 0.7933549 -1.2065619 -0.2065619 10.0406910 9.0460222 9.1242736 4.7240936 14.1590641 13.8238084 10.4671076 6.8040252 10.3565531 2.1152996 -0.2065619 NA -1.2065619 14.3498928 8.3517776 9.3392866 12.3897795 -1.2065619 8.6683383 9.2769005 10.6079393 5.5212769 11.1859425 9.6767637 8.9881137 9.2059266 8.8821451 11.1713806 10.3584589 9.8560775 10.5045936 8.1016958 9.9874980 9.0648198 10.9850329 4.8594478 7.2295274 10.6590900 -0.027836 0.214970 0.062937 0.188650 0.410450 -0.014366 0.000000 -0.017941 0.039478 -0.039801 -0.039801 -0.027836 0.214970 0.214970 -0.252710 -0.247030 -0.255940 -0.255940 -0.096044 0.205950 -0.031359 -0.014366 -0.238020 -0.238020 0.000000 -0.035448 0.391310 -0.246770 0.189950 0.168500 0.052978 0.000 0.000 0.000 0.000 0.303 0.303 0.391 -0.247 0.000 0.190 0.190 0.000 0.000 0.000 0.000 0.169 0.169 0.000 0.000 0.152 0.152 0.000 0.190 0.215 0.215 -0.247 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.410 0.410 0.000 0.000 -0.238 -0.238 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.303 0.391 -0.247 0.000 0.190 0.190 0.000 0.000 0.000 0.000 0.169 0.169 0.000 0.000 0.152 0.152 0.000 0.190 0.215 0.215 -0.247 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.410 0.410 0.000 0.000 -0.238 -0.238 0.000 0.000 10.4117423 6.9018818 10.2902106 7.3938272 -0.2065619 9.4236240 10.0400973 10.4186820 9.7047487 11.0971318 10.3820714 -0.2065619 5.5348242 9.7713521 4.4080664 7.3247386 10.1894263 7.4728370 NA 5.7591399 5.0601425 3.1152830 8.8847920 4.1509089 10.4255296 11.2909592 10.7275009 7.9122978 -0.2065619 -0.2065619 -1.2065619 9.8288432 7.3051096 9.0601433 -1.2065619 7.8045841 10.757337 10.193169 8.196369 10.490324 8.727047 6.324739 10.361788 4.943106 10.310042 9.478105 6.244567 7.914890 10.008283 8.488585 13.173412 10.085678 10.068317 12.655897 12.255731 7.110589 9.116412 10.056039 8.774924 9.429075 7.106239 13.355778 9.095996 8.060143 6.776350 4.252787 11.319122 9.540711 12.923606 8.669874 11.880156 9.405304 6.907099 10.170567 11.655607 9.310042 15.272190 11.882264 12.103828 13.059631 10.725572 2.963289 10.818496 9.386748 11.134041 8.811557 7.236300 10.105105 12.813469 11.613137 11.478103 5.712219 5.848638 5.202747 10.463570 12.165270 6.912505 NA NA 9.861463 13.002201 11.003103 6.875506 10.427714 11.687037 12.556880 11.290959 10.274652 10.488150 8.281197 9.854053 6.472837 8.646666 6.804584 10.677527 7.554908 6.886114 13.096263 8.686658 11.508032 9.884131 1.963289 12.174088 7.273177 6.632561 7.690506 9.485972 10.573897 6.031761 9.224854 9.774210 7.975751 11.439015 8.777775 12.824196 11.252276 1.793355 11.886114 11.143191 10.333000 1.378345 10.462242 9.674471 2.115300 10.787710 6.764901 8.931629 8.522978 9.845245 9.443071 7.404381 8.706246 5.793358 11.017660 10.687796 11.081646 12.705030 10.189426 10.654831 10.407146 11.613536 7.694223 7.046022 10.171110 10.615928 4.574719 3.747549 NA 11.451568 10.800829 8.533137 3.437214 8.668338 7.997928 10.081069 TCGA-CJ-5672 84 1 2190 NA kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 7 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.7789520 10.0555731 10.9434236 8.9559146 5.5718649 6.6917742 12.5422583 5.4927921 NA 8.4774211 9.7503139 10.0641452 9.8218157 3.4305128 0.9279723 8.5204655 9.3514746 12.1902992 8.9687549 6.4515705 10.7603712 9.8258540 10.2424030 7.0295468 12.7084116 6.4198625 10.3695695 10.2126399 8.2648868 7.9052883 4.4305061 12.2585520 10.8111610 10.8050370 7.4927929 4.2972428 10.4489546 0.3430098 9.3102724 7.9796704 1.6649834 10.5371873 10.0365330 8.5451699 9.7842370 3.8666113 7.3260393 9.7797576 0.9279723 11.9114773 9.9905045 9.1775172 3.8666113 11.7589436 11.0504052 11.1715793 8.8547986 10.4057668 15.8700954 9.4158486 7.8468719 10.5254405 4.3430453 9.3030480 7.2619097 11.1731651 5.7353624 12.5676508 2.9037517 8.5655755 9.3860733 10.2310282 8.9014667 1.3430667 9.7093684 8.4851531 12.1885361 7.6330650 15.8229600 9.0295465 10.4748001 8.0434856 11.6792737 NA 4.9280102 14.2186035 11.9324631 7.8389014 5.9280078 8.8328941 9.9185853 9.5291603 10.6324886 8.5933444 9.2914134 9.0277946 8.8208044 0.9279723 9.3584611 8.8918678 9.8831742 9.8338970 9.7169988 8.1439459 11.7334300 9.6168416 12.9600543 1.9280102 1.3430667 9.5957116 8.5575839 8.6762015 10.1947951 NA 6.3317303 -0.6569902 13.5512042 11.7313325 9.9687549 14.8614841 8.7859896 10.2049084 10.0607225 4.6284470 6.8744281 9.2529390 10.4211969 10.4131670 11.2945712 10.4037420 8.0119311 9.3001482 10.6638466 3.1503972 0.3430098 4.2499383 8.8065706 0.3430098 -0.6569902 9.8626823 12.7689176 9.1079177 10.4729730 9.2767367 1.9280102 9.4437084 8.0365330 8.7412981 11.4443652 6.8187790 8.7049899 6.1632250 6.4198625 9.9043340 8.4010378 9.9466724 11.8814775 13.1181419 9.2087794 12.0836701 9.4384430 9.9420290 9.1664134 11.2195630 0.9279723 7.9090998 10.7651109 6.1128169 7.8133387 9.3359845 11.5992547 8.7417899 9.9157463 11.6853986 10.9270690 5.5525000 9.7148227 8.3144745 6.8508407 7.7224244 NA 7.3030483 7.0225265 12.5005509 11.1636240 9.0260406 10.9764955 11.0781790 8.7115524 6.8187790 10.9066523 9.2439128 8.1853963 10.2536888 0.3430098 4.7693116 7.1632250 3.7939271 8.6168418 3.8666113 10.2491851 5.6468280 9.6502469 5.6341721 NA -0.6569902 11.1668113 10.2767367 11.2025809 10.9755869 10.9940978 10.0460845 8.8723594 6.7271826 11.2382427 10.7823575 9.8116701 11.7036189 4.2972428 NA NA 10.1062584 8.7180855 8.8607155 7.0012573 12.8088675 13.9683554 10.5371873 7.6288181 9.9896048 1.6649834 0.3430098 -0.6569902 3.9280102 14.6403923 7.5476172 8.7396510 11.3612463 NA 8.5054372 9.1270756 10.7169987 5.9429578 10.7771530 9.9081482 9.5029173 8.9850976 8.9410987 11.4678136 10.3612463 9.7608985 11.1346160 8.2256890 9.7406352 7.6739627 9.9147987 4.4553272 7.5927762 11.1727688 0.00097064 0.49251000 0.00039157 0.54325000 0.51560000 0.01670500 -0.00650500 -0.00083160 0.00958830 -0.00415460 -0.00415460 0.00788090 0.49251000 0.49251000 -0.57417000 -0.57417000 -0.57417000 -0.56386000 0.00216820 0.00221930 0.00471900 -0.57627000 -0.00249380 -0.00249380 -0.00650500 -0.00277070 -0.00581400 -0.51239000 0.42519000 -0.00691950 0.00958830 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.493 0.493 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.493 0.493 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 -0.541 0.000 0.000 0.000 0.000 0.000 10.1382740 7.2972428 9.8626823 6.9554721 NA 9.2782111 11.5126580 10.0364373 9.9823867 11.5234867 10.3109927 0.3430098 5.5909732 9.4541817 2.8024828 8.7375086 10.8918680 6.1632250 -0.6569902 7.0641456 5.8976349 0.9279723 8.6445424 5.7005979 10.3357012 10.8298811 11.0181916 8.6468269 -0.6569902 NA -0.6569902 10.0598655 7.3983281 9.1775172 NA 8.2767367 9.751376 10.111230 8.074365 10.092078 8.581451 6.057292 10.263399 4.297243 9.967842 10.178307 6.691774 7.567048 9.677319 7.249936 13.196063 10.799914 9.967842 12.750978 11.855046 6.866608 9.341636 9.962349 8.140708 9.526682 7.207232 12.911240 8.337399 9.171183 4.150397 1.664983 10.804014 8.574267 12.620043 8.446334 12.960054 8.616842 7.532871 9.380593 9.615676 8.785990 15.300148 11.294571 11.202193 12.891507 10.885594 1.664983 11.377501 10.413167 11.259299 8.401038 7.492793 9.918585 12.657912 11.912427 11.501340 4.769312 5.682896 6.015471 11.353574 12.175541 7.619170 NA NA 10.028671 12.944701 11.088641 6.777675 10.462636 11.4593900 12.4734557 10.8298811 10.1979144 10.0555731 8.2737835 10.9256585 6.3874401 9.5217109 6.7093678 10.2499366 7.0295468 6.0709667 12.5698917 9.4684595 11.6339289 9.8498495 2.6649834 13.5534891 7.7357496 6.0572921 8.7804443 10.5494500 10.1070882 6.7353638 9.0312965 9.8428920 7.9540707 11.6162589 7.5909732 13.1301324 10.0443526 2.8024828 11.4013761 10.7529673 10.5826446 -0.6569902 10.5808535 9.2928728 4.2010300 10.8045255 5.2010261 8.6983970 8.3542732 9.2767367 9.4981932 6.1244067 8.8045254 4.8666064 10.7651109 10.3238996 10.7947724 12.5005509 10.6587618 10.8889758 10.2536888 11.1325797 7.4463340 6.7439256 10.0190031 9.2302667 2.3430382 5.3203258 NA 10.6496774 11.1043397 8.7859896 2.3430382 8.5054372 8.3345678 10.4883414 TCGA-CJ-5675 70 0 NA 3936 kidney stage ii t2a nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 3 3 3 3 4 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.74204328 10.60108233 7.37271099 12.00615946 5.80894359 10.43209263 10.13941155 8.39089636 6.69646823 3.94645015 11.94362575 10.93228821 10.48982970 7.74675816 NA 10.53479641 1.48702321 9.57712704 7.79079549 0.07203718 10.10677609 9.57646507 7.47000804 9.93099422 0.80892043 6.93822580 9.36353162 1.80896160 10.27736319 9.98237003 10.06208109 2.39391038 10.65127741 13.17033829 11.17329630 9.09988323 9.43172679 16.21230769 9.28629623 7.90064284 10.57547165 4.31990691 9.40139987 7.52867367 10.16076543 4.07197714 12.53601231 1.48702321 8.51011733 9.47640923 9.78278367 8.97083036 3.29437078 9.65254977 8.60595577 11.91223058 7.72541943 16.66723193 8.37271099 10.65249644 8.41182703 12.39859391 -1.51292532 1.80896160 14.17559282 11.78851084 7.68913839 6.10172360 10.34188304 10.01985756 9.14254542 10.53038380 8.02229013 8.53004186 8.74204328 7.68913839 -1.51292532 9.92112164 8.20297645 9.65881700 10.17044801 8.65944225 7.61629741 12.00244347 9.56783214 12.61871090 NA 1.48702321 10.12951769 9.60859360 8.39540732 9.75847775 NA 0.80892043 0.07203718 13.70046068 9.68913856 9.74322327 14.04731764 9.34577269 10.36927562 9.86042358 4.79079289 6.38788119 9.36659783 10.66505703 10.92242452 11.54212250 10.17351525 7.84456643 9.07197714 11.13019446 3.73493718 1.80896160 4.89640749 8.59815041 NA 0.48697174 9.22848154 13.51854357 10.13267310 10.49544324 8.88682660 2.29437078 9.63803129 8.03004634 9.57060694 10.62336503 6.52593418 8.54365247 2.65693106 4.63676381 10.62912171 8.39990379 10.88495661 11.81947085 11.88949385 9.50984704 12.02956293 8.80555752 10.68177155 9.07572943 9.62079899 -1.51292532 8.43538190 10.97485472 6.32028429 9.26426994 9.24773459 11.37784892 8.05116434 9.98187020 11.67250959 11.28892506 3.13086499 9.76952399 8.22593427 6.41775127 6.06444315 -1.51292532 7.63421933 6.53140953 12.67521713 10.79989759 9.14075540 10.97007468 10.45424089 8.57977187 5.30719534 10.94459048 9.41996755 8.14343934 9.82072912 -0.51292532 4.55310242 3.57447697 1.07196856 8.07572943 4.36965492 10.59619237 3.91328198 9.03679947 5.55310242 -1.51292532 NA 11.23583648 10.59423175 11.55478515 11.78607956 10.63676182 8.21493493 9.30669082 7.00975361 10.35429336 11.10448213 9.95207084 11.19415805 1.80896160 -1.51292532 NA 10.17263952 9.62975986 8.58504666 8.78393099 13.79499810 12.82442751 9.05021081 6.49022353 10.00861504 -1.51292532 0.48697174 3.65694250 1.29437078 14.45871538 7.55310395 8.24190214 10.33720152 NA 8.04925720 9.27352941 10.60335864 4.89640749 10.63866551 10.21918208 9.42144276 9.08692757 9.25850409 11.59977995 11.21365858 9.21152843 11.28061797 7.70376033 8.92713646 6.26837450 9.32069542 3.72350395 7.34741851 10.13402336 1.01630000 0.00000000 0.00586790 0.54471000 -0.00207840 0.04883000 0.52415000 -0.01119800 0.00819590 -0.00152430 -0.00152430 1.01630000 0.00000000 0.00000000 -0.54653000 -0.54653000 -0.54653000 0.01768400 0.01042400 0.00977160 -0.56924000 0.04883000 -0.00387790 -0.00387790 -0.00666460 -0.00332430 0.00597000 -0.54118000 -0.00055444 -0.01340200 0.00819590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.016 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 -0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.016 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 -0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1172818 6.4870152 8.9556386 6.9042348 NA 9.3757580 10.7414528 8.5209058 8.6059558 11.8021472 9.9987673 -1.5129253 6.0339097 9.3558371 4.7907929 5.8268637 10.4423013 2.6569311 -0.5129253 7.4324584 6.3135633 -0.5129253 8.9758591 1.4870232 10.3861299 10.5245616 11.0374344 8.4339209 -0.5129253 NA -1.5129253 10.2008307 7.3878812 9.3246425 NA 8.0998832 9.8357428 10.8924221 8.2234168 10.0329444 9.1254507 5.0105785 10.1389633 4.5744770 9.8379538 9.2157856 6.6059550 6.7998981 10.7631391 6.5744770 13.2745092 11.2125940 9.7007265 13.1003437 12.3190393 7.7862226 9.1479019 9.6033585 7.7467582 9.4527989 7.8179315 12.8111249 7.7631393 9.1717633 3.5744770 1.0719686 10.1227328 8.6240058 13.1239791 8.7049722 12.6187109 9.1479019 7.9748545 11.5286738 10.0463917 9.3457727 14.8371923 11.5421225 11.3069941 13.6458216 10.5658326 -0.5129253 11.5050409 8.2716493 11.3328967 8.3999038 7.6619405 10.8519700 12.5762996 12.0340297 11.4319079 1.4870232 5.3325039 6.0869281 12.5353313 12.0209527 7.4058775 -1.5129253 -1.5129253 9.3863717 13.3853799 11.7295785 7.3542935 10.9910888 10.9046035 12.4168278 10.5245616 10.5156114 10.0719771 8.6278443 11.0747922 5.8707198 9.2225706 4.6162989 9.9490056 7.3727110 4.8620546 12.1217044 8.7432234 11.7706818 9.6150090 1.0719686 13.4115024 5.7161212 6.3512007 8.4858873 10.8229632 9.8111952 5.8707198 8.6544327 9.5231883 8.1894470 12.2152541 7.3199051 12.8187014 9.1035635 -1.5129253 11.4401198 10.8849566 10.3871267 0.8089204 10.0164452 9.4221798 4.2683745 10.6449931 8.9392560 8.8456660 7.7491098 8.8868266 9.6516954 4.6964668 8.7361282 4.3449989 10.9748547 10.2626250 11.6161367 12.6752171 10.5591472 11.1458955 9.8207291 10.4915863 8.5176820 6.5477105 9.6162976 9.1839822 1.4870232 3.4412046 NA 10.1558996 11.7547202 8.5341387 3.9464502 8.0492572 8.6316729 10.2272170 TCGA-CJ-5676 47 0 NA 4067 kidney stage iii t3b nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 4 1 7 2 5 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2558994 3.9146793 1.7992117 9.2435275 9.9657843 11.5922641 9.7831464 5.5361679 7.4857029 9.5123027 10.8029548 7.6736716 10.9557072 7.1508785 11.3129303 10.7145842 8.4857033 7.5316528 4.2586320 12.0934405 10.5518621 10.1965209 7.2310483 0.2142492 9.9749602 0.2142492 9.3766316 7.9691275 1.7992117 9.8901972 9.3069974 8.5914509 9.5618617 NA 6.4236941 9.7509439 2.2142492 10.8422300 10.0830628 10.1181221 5.8435970 10.3269665 12.8983313 10.6690536 9.3331813 10.9438610 15.5579118 9.4478600 7.9042384 10.9674570 3.6065607 8.7533990 7.4089971 10.2661289 7.6236313 12.9854202 2.0541886 8.1607080 8.8010801 11.2462859 8.9757915 1.2142492 10.3822855 8.4309860 11.3224380 7.0280210 15.1156625 9.1886549 10.7744966 9.7563048 10.9540208 -0.7858752 7.6446927 14.2620032 10.0644271 8.3460970 4.4236925 9.0199840 9.1785812 8.8562920 11.0215951 8.1060237 8.8048273 8.4089971 8.9112077 3.0215863 9.1857838 8.5585363 9.0876843 10.3234179 9.2240687 8.6488684 12.0221747 9.9682925 12.4120712 3.4621701 0.2142492 9.9615941 9.2517872 8.5629686 9.6644204 NA 4.8866672 1.5361524 14.5012311 7.9353395 10.5140206 11.8544851 7.0215952 10.4406524 10.6556282 4.7060940 6.4430596 10.4436599 10.0573761 10.7417172 11.6762312 10.2050533 8.2085938 9.6446927 10.6731594 6.6818456 2.9146793 4.7688301 9.2599998 0.7991702 NA 9.3017031 12.5789221 9.7050911 8.5088608 8.5065619 1.3084774 9.3109554 8.6960397 10.2356714 4.8866672 6.8866660 8.7973230 9.2613641 5.5278492 9.4370352 8.2421461 10.8381218 11.5579811 12.8610239 9.9976314 11.8921800 9.1742421 9.0407886 9.2586343 8.5384206 0.2142492 7.3227646 10.8884325 11.7967492 8.2418974 8.8048273 11.4615744 4.0722173 9.8517707 12.0288227 11.2011489 4.7060940 9.8113617 8.7416389 5.8435970 8.5451572 NA 8.8215706 5.6405052 12.9141380 10.3448107 9.0768776 11.5448770 11.1460858 9.2897194 6.8652916 10.8918498 9.1567548 7.6530321 9.6310377 1.2142492 5.4996418 5.9691275 6.2691978 6.0086572 3.9146793 9.8481436 6.5451576 9.3146659 6.2586339 NA NA 11.1857838 10.5984843 11.6564062 10.8485975 10.8585472 7.3069977 6.8728091 6.0365890 11.2702005 11.0403914 9.7524292 10.7060933 NA NA NA 9.9980570 9.5225792 8.8010801 7.0597306 13.1379391 13.7025825 10.8800203 8.0680801 10.2296553 0.7991702 0.2142492 0.7991702 -0.7858752 14.1022699 6.6236313 8.6859153 11.2997127 0.2142492 7.8580967 9.0021590 10.3480247 6.1449784 10.4909462 9.6183174 8.7878875 9.2476632 9.2393799 11.3383615 10.6305100 8.8937205 11.0722213 7.8066972 9.7150820 10.0691086 10.1486683 3.8644338 7.8384142 11.0853754 0.00079419 0.30026000 0.01014600 0.51037000 -0.00401620 0.00000000 -0.33526000 -0.13057000 0.03476600 -0.01477800 0.00263570 0.00079419 0.30026000 0.30026000 -0.33191000 -0.33191000 -0.33191000 0.02482900 -0.12239000 0.51037000 -0.11991000 0.00000000 -0.13147000 -0.13147000 -0.33526000 -0.00923970 0.20534000 -0.33503000 0.31691000 0.28089000 0.03010000 -0.335 -0.335 0.000 0.000 0.315 0.315 0.205 -0.335 0.000 0.317 0.317 -0.131 -0.131 0.000 0.000 0.281 0.281 0.000 0.000 0.324 0.324 0.195 0.307 0.300 0.300 -0.323 0.000 -0.122 -0.122 0.510 0.510 -0.122 -0.122 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 -0.335 -0.335 0.000 0.000 0.315 0.315 0.205 -0.335 0.000 0.317 0.317 -0.131 -0.131 0.000 0.000 0.281 0.281 0.000 0.000 0.324 0.324 0.195 0.307 0.300 0.300 -0.323 0.000 -0.122 -0.122 0.510 0.510 -0.122 -0.122 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 10.5048351 7.4285595 9.9749602 7.4923179 0.7991702 9.9890273 10.2830185 10.1918851 10.0922911 11.4270011 10.0534440 0.7991702 5.6899728 9.9172787 3.0215863 7.3741118 9.6960397 9.2613641 NA 6.3122731 5.4040652 4.7378003 8.8813517 6.6236313 10.4487523 10.5271232 11.5066453 7.5979445 -0.7858752 NA NA 10.1604155 7.7180657 8.9042381 -0.7858752 7.3175284 10.870218 10.051868 8.194380 10.484536 8.090757 6.353791 10.159684 2.799212 9.648868 10.511156 6.821570 7.253159 9.828950 7.685916 12.693389 11.181466 9.725004 12.809031 12.244735 6.301703 8.621508 9.497329 7.191520 9.547396 6.423694 13.492980 9.764025 7.571792 6.133103 3.673669 11.179664 8.413913 13.300293 8.314903 12.412071 8.330584 6.191519 8.898989 10.533912 7.021595 14.804535 11.676231 10.555759 13.256242 10.500220 1.214249 11.131239 8.610845 10.969128 8.242146 7.369058 10.295724 12.248351 10.434014 11.270878 5.969127 5.214241 5.121131 10.413299 12.073775 6.214239 NA NA 9.539546 12.817867 10.878634 7.379147 9.891079 11.3623990 12.3652568 10.5271232 9.8742361 10.4406524 7.2310483 11.5596455 4.7378003 9.0534440 6.7060940 9.8307891 7.6736716 7.1390530 12.2023763 8.7319096 11.6006416 9.4273445 2.2142492 13.1730648 7.2911090 5.5180220 8.6992445 9.8224950 10.3633522 5.8724520 8.4236937 9.6970482 7.4669060 12.3386847 6.2803291 11.6276037 11.4080736 1.2142492 11.6410291 11.2383410 10.4733950 0.7991702 10.2093007 9.1596842 1.7992117 10.6357791 8.9707964 7.6022572 8.7572720 8.5065619 9.4153839 6.6151190 8.9472556 6.4236941 10.8884325 10.9865548 11.2786462 12.9141380 10.4508525 10.8826820 9.6310377 12.0593382 7.7495155 6.1567546 10.3929051 9.9361939 -0.7858752 NA NA 10.8164752 11.3399507 8.2910560 3.6736695 7.8580967 9.1226329 10.0876844 TCGA-CJ-5677 54 1 782 NA kidney stage iv t3a nx m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.3388594 12.1101645 10.5909983 10.4462209 7.9923005 4.5612528 9.8035994 0.1688987 9.5730107 7.6846336 0.1688987 10.1689334 9.7090616 8.8127896 10.0637816 1.4908781 7.1857417 10.3783869 5.7080934 11.4324961 9.3376056 8.3135919 3.6283653 10.2592246 12.5065554 11.9227770 9.4669503 10.0167739 16.5049605 9.4508636 7.9404228 10.2383832 3.4168668 9.1618718 7.8659009 11.1278486 8.7613907 13.8157172 1.1689629 7.4918531 9.5972937 10.0675349 9.1055715 2.1689308 9.9657843 8.8676383 12.5519627 7.0206822 14.1363800 8.3338405 10.5892780 8.7254395 11.6552657 0.1688987 7.9371178 13.9778977 10.2309797 7.7651230 0.7538612 7.7799583 8.7873188 10.6154999 11.4569344 8.8271448 8.8606770 8.6647886 9.1632869 1.1689629 9.6537564 8.4144861 9.9196404 9.6707706 9.3722816 8.4976084 11.7242943 9.9946873 13.3679156 3.9762903 1.4908781 9.9146079 10.0379335 9.0128544 9.8316019 NA 1.9762903 2.1689308 13.9579576 5.2350224 10.3180455 12.6509851 8.7330831 10.3874967 10.3862854 5.3186820 6.7909857 9.9994487 10.4618303 11.0120694 11.2838341 10.1505008 8.8571839 9.6293894 10.8632914 4.2563993 4.8127908 0.7538612 8.8831791 2.7539040 -0.8311013 9.4692861 12.5974245 10.0010323 10.3606097 9.1026240 0.7538612 9.3097633 7.8127896 8.9332743 10.4322027 5.9238219 8.9087142 6.3186802 7.0306407 9.6180821 8.3783868 11.2846274 11.7022632 12.4752800 9.7728379 12.4939578 9.6657873 9.8028369 9.7873190 7.2930550 -0.8311013 7.5043240 10.7941857 8.3692436 8.1285007 8.7311758 11.1696377 8.8571839 9.6993398 12.3670715 11.1696377 5.3388594 11.4424377 9.0916218 5.4168600 7.7273542 NA 8.7651233 6.2133278 13.0179476 10.1158397 9.5547958 11.1579731 10.6380665 8.8253582 6.7003149 11.2349588 9.6098026 8.4049478 9.9036431 0.7538612 4.2982184 5.4543371 6.9019493 8.1202182 4.3783868 10.7100301 5.8693730 10.2247920 7.1857417 -0.8311013 -0.8311013 11.1752595 10.7841033 11.2238769 10.6517415 10.9453665 8.4772726 7.7479097 6.8360453 10.9221503 10.7046948 10.1397584 10.9710459 0.1688987 0.7538612 NA 9.8118878 10.3078452 8.7576480 7.7119656 13.1928611 13.4672109 10.2800692 6.6629489 10.1647007 0.7538612 -0.8311013 NA 0.7538612 14.3498139 6.8693730 8.2403959 11.6019972 1.1689629 8.0546298 8.8568690 11.4233716 6.2133278 9.6170497 10.8118877 8.2051070 9.2930548 8.8866099 11.6890611 11.3250165 8.9288215 10.6612874 7.7651230 9.5009701 7.9954823 10.1018864 2.2949295 7.6592232 11.5104523 0.0091305 -0.0056757 0.0172640 -0.0032154 0.5220600 0.2546400 0.0062481 0.0186630 -0.1007900 0.0404680 0.0091305 0.0091305 -0.0056757 -0.0056757 -0.5594700 -0.5594700 -0.5594700 -0.5594700 -0.1208200 -0.0015243 0.0077783 -0.2566000 -0.5525600 -1.1057000 0.0062481 0.0031910 -0.1442500 -0.5485400 0.0358060 0.0160060 -0.0881970 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.549 -0.224 0.000 0.000 -0.533 0.000 -0.533 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.522 -0.018 0.239 -0.543 -0.543 -0.101 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.549 -0.224 0.000 0.000 -0.533 0.000 -0.533 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.522 -0.018 0.239 -0.543 -0.543 -0.101 -0.101 10.2891714 6.8831785 9.2904670 6.1913021 1.4908781 9.2282781 11.9263235 9.9603812 10.1376002 11.8723396 10.3129544 1.1689629 5.9238219 9.9313155 2.9762903 8.9535682 11.0496649 6.3186802 -0.8311013 5.8554341 6.1576178 2.4908525 9.1143774 6.6365391 10.7606662 10.3288048 10.8651795 7.5993862 0.7538612 NA 0.1688987 9.0937461 7.1055712 9.2309797 NA 6.7688460 10.3135918 10.2140105 8.6098026 10.3519485 8.0081373 4.6607860 10.0338935 4.5951993 10.3686059 10.2510826 7.0576766 6.4073375 9.6895522 6.7909857 13.3104020 11.7919005 9.7799583 12.6708950 12.4647024 5.9371184 9.5098963 10.4612551 9.2577218 9.7454179 5.2350224 13.2418198 8.1055712 7.3135914 5.4727152 1.7539040 10.5093400 8.1885241 12.5895517 8.4001545 13.3679156 8.5762013 6.8271445 11.1829539 10.5248351 8.7330831 16.1419918 11.2838341 11.5187676 13.4210075 10.5809740 -0.8311013 10.6232328 9.1604554 10.7790355 8.3783868 7.0764255 10.6222041 12.3522587 9.9354624 11.8336030 5.8968531 7.1114477 2.3388522 11.1114480 11.8868241 7.8055582 NA 0.1688987 11.0874241 12.9402166 10.9917672 6.8055582 10.5756700 11.1361597 12.4333761 10.3288048 9.6866029 10.5193203 5.7538960 10.7326064 5.8554341 9.5385308 6.4168617 9.7660549 5.2982147 6.6607860 12.3533393 9.4345486 11.8734856 9.5993861 3.2563918 13.5013897 6.7226778 6.5176615 8.5411675 10.2930548 9.6035616 4.6607860 8.6283650 10.0915179 6.9437209 12.1185779 6.4450579 11.7213624 10.6717653 1.4908781 11.4888878 11.1508575 10.4304408 0.7538612 10.1822562 9.2470842 1.7539040 10.0959707 6.2669664 8.2722215 7.2616906 9.1026240 9.4258145 5.0269151 8.8797401 3.2563918 10.7941857 10.4835167 11.0230227 13.0179476 10.6446669 10.7187181 9.9036431 11.5612509 8.0576766 6.3686060 9.6304129 10.2570592 0.7538612 NA NA 9.6293894 10.4469879 8.7196804 2.4908525 8.0546298 8.5526376 9.7311759 TCGA-CJ-5678 62 1 574 NA kidney stage iv t2b n0 m1 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 4 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005724e-06 3.121212e-07 6.81818181818182 15.9090909090909 18.1818181818182 40.9090909090909 18.1818181818182 7.30937085 10.49670690 10.35173730 8.57876101 10.13031096 8.41526262 2.97786604 5.92845087 7.76793415 -0.92906118 2.04551287 4.11535791 7.84575348 8.17425410 6.69301853 9.80821384 12.20795762 6.26079160 10.37531784 10.15178400 11.07729261 15.17203591 9.69758810 10.99169154 8.82083601 4.85232850 5.89114452 12.89134496 5.13705671 0.07093882 5.85232600 8.51183566 9.53755292 10.15842931 2.87831336 1.07093882 8.40412185 9.16240190 11.67551975 8.29737853 6.77140627 8.71482282 9.60234794 11.17031430 8.57677796 11.60405288 6.29978498 10.94441061 9.59550832 8.81748096 6.74339244 3.87832317 11.18144984 10.88193972 10.39402124 7.15311523 -0.92906118 10.14376903 0.07093882 10.38528920 8.11262560 NA 9.75659135 8.97183321 7.93515267 9.71034342 NA 7.49303162 9.38498315 2.24089434 10.25769980 9.79803609 8.84245595 3.15843398 9.56767055 13.25398153 11.07694189 10.18340600 9.77832572 14.91630955 8.77659884 7.41969478 10.61061001 4.02516171 9.03819280 7.47184589 11.04502257 5.28041817 11.24994256 1.65594710 8.39406649 9.82083601 9.24713975 9.36098531 3.39289439 9.62363553 8.30458633 12.07184682 7.43291015 16.23804306 8.45898399 11.02176300 7.84904348 11.79185203 -0.92906118 5.20024931 14.77118947 11.85682762 8.38157929 6.03675167 8.85560139 8.80398190 8.60818495 10.07378155 8.24589207 8.57479218 8.62363572 8.81243341 NA 9.49618249 8.23838468 8.97032336 10.59354808 8.66901897 8.44600597 12.06252910 9.29376154 12.31741024 2.97786604 2.24089434 10.37930558 9.96654179 10.22071363 8.68935193 NA 4.39289439 2.24089434 14.42463027 11.78607053 9.89433380 13.42162951 7.66715626 11.04824647 10.69393346 3.59452466 6.07096672 11.30038620 10.06248833 9.80990315 11.69575741 9.63225440 8.04251028 10.19185242 11.04143198 NA -0.92906118 4.11535791 9.11809051 2.53039541 -0.92906118 8.85068599 12.19912200 10.17949102 9.92271551 8.52423728 0.65590132 9.40300307 9.22325142 8.50248496 10.03241621 5.42851763 9.01933386 6.36558756 4.90385775 10.54771269 8.12895837 10.07448443 11.22546823 12.06478947 10.01176467 12.93911386 8.99131946 9.28528569 9.19767106 9.45359063 0.07093882 7.34242941 10.48881905 10.69600408 9.24538038 8.11536051 11.42438908 6.71482248 10.14844989 12.47357892 10.79931222 4.31889525 10.20539288 8.07967518 6.29013500 6.72917750 NA 7.05965163 4.79888519 12.81043071 9.56582220 8.81074706 10.63511598 11.25893714 8.69850049 5.00170318 10.71273832 9.85478331 7.70032319 8.87671032 NA 5.96578428 5.00170318 5.87780559 8.81915946 3.46328241 10.53602268 4.74339109 9.62651434 6.92981821 -0.92906118 -0.92906118 10.67320147 10.37303424 11.09852700 11.17622028 10.99094713 7.79888713 6.28119934 5.67132451 10.52423718 11.02516282 9.94517942 10.40300307 3.97785689 NA NA 9.70940248 10.28771238 8.37017474 7.75396081 12.34417932 12.54238771 9.30698080 7.56181719 9.80990315 1.39292185 2.07097316 3.65592421 NA 14.64706700 7.12081536 8.68751531 10.14577704 NA 7.75044639 9.23604936 10.84534178 5.56281939 10.82877318 10.30338749 9.17162893 8.37474739 8.76793415 10.82460112 10.71437183 8.75396114 11.77940382 7.72201853 9.80567617 7.52217740 9.43510120 1.65594710 7.26192660 10.74294979 5.1790e-01 -1.1611e-02 2.2472e-03 5.4912e-01 0.0000e+00 1.9783e-02 8.3195e-04 2.4969e-02 -2.8628e-02 -5.5407e-01 -5.5407e-01 5.3186e-01 -6.9303e-04 -1.1611e-02 -5.7229e-01 -5.7229e-01 -5.8317e-01 2.2472e-03 -1.5951e-02 7.2217e-03 2.2193e-03 -7.3339e-03 -9.0967e-04 -9.0967e-04 -7.5283e-05 -2.3489e-03 -8.5766e-03 -5.6643e-01 2.0343e-02 2.7216e-02 -2.8628e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.518 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.518 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.39176708 7.28042003 9.59060277 6.69704122 0.07093882 9.20282345 8.67087927 8.75965387 9.63511607 11.40106547 9.95818714 0.07093882 6.35636921 9.80228548 1.65594710 7.40635724 10.74250759 6.36558756 -0.92906118 6.57876063 5.00170318 -0.92906118 9.44274325 5.95360981 9.54365730 9.80821384 11.60550531 8.73807807 NA NA 0.65590132 9.69026954 7.10988601 8.80058739 -0.92906118 8.45467067 9.4867083 10.0403530 8.5303981 9.8432810 8.1794911 5.9413317 9.3552123 3.3928944 10.0503918 10.0396333 7.3563683 8.0961063 10.2852857 6.7433924 12.9214464 11.9453716 9.5737983 13.1634759 13.2583186 6.3188934 8.8959251 8.7714063 9.6624889 9.1729422 7.3141409 13.3461453 8.5283474 9.4867083 4.2002532 NA 10.6178610 8.0821938 13.0696451 9.3105651 12.3174102 8.7469234 6.8457535 8.2877124 10.6870559 7.6671563 15.8557675 11.6957574 10.9875925 14.4430153 9.8065226 1.0709388 12.0070523 8.2232512 10.9539916 8.1289584 7.3563683 10.6217134 13.0355781 11.1931475 11.6984981 6.7003232 5.5467000 4.2408943 12.1512844 11.8955275 9.2130736 NA -0.9290612 10.0744844 13.1738444 11.0189686 7.4460056 10.2657233 10.6796834 11.9946654 9.8082138 10.1517840 9.6975881 8.1821023 11.3747473 4.7714050 8.8734829 5.6101242 9.1689987 8.5767780 5.5628194 12.2753818 10.3575243 11.2060345 9.2743145 3.5303954 14.1430991 7.3781214 6.4285193 9.4423402 10.6787592 9.9273921 8.1899076 7.3093708 10.2858927 7.1208154 12.7097418 5.8523260 12.5274493 9.1221755 2.0709732 11.9545644 11.0954136 10.9246659 -0.9290612 10.5832132 9.4405638 4.6856767 10.0793952 9.2546018 7.1950877 7.9320535 8.5242373 9.2363005 7.8158002 8.9366998 3.0709732 10.4888190 10.1630629 11.1282814 12.8104307 10.8795286 11.8598887 8.8767103 10.3872480 7.8686281 5.8653819 10.0171418 9.2913448 2.3928944 4.4632824 NA 10.6398726 11.7658685 8.2433939 3.5945247 7.7504464 8.6875153 9.8432810 TCGA-CJ-5679 73 1 679 NA kidney stage iii t3b nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427609e-06 5.548821e-07 24.1379310344828 20.6896551724138 9.19540229885057 22.9885057471264 22.9885057471264 8.5392042 10.8786631 10.6760907 9.3651746 9.9531104 6.6647346 7.3250796 9.7988709 8.9394678 -0.7781848 4.5846138 4.0291436 6.1875758 8.5482208 6.6564191 10.1599007 11.7325556 6.3917162 7.5881134 9.6995497 11.8953213 15.1458537 10.0960043 10.4685320 7.7992201 5.0546835 6.5616408 14.4331474 7.2496975 NA 7.0483397 9.8309702 9.8365012 9.3613427 1.2218152 -0.7781848 11.5069046 9.3039405 9.5025621 8.7648232 6.7056075 10.4709049 9.9683058 11.4079057 8.1196368 9.2510785 2.6812244 11.3680419 10.7935441 8.4885781 7.4457929 1.8067365 9.1962060 10.0649273 10.2392959 7.3459126 -0.7781848 9.9290557 2.2468337 9.2516031 8.0952356 4.5793431 10.6033343 9.3638984 7.6771185 10.2211714 2.5437186 5.4697200 9.9716608 3.8656516 10.7973306 8.7992201 8.4601962 4.2661869 11.0790843 11.6929586 10.4091435 9.3816628 9.4288057 16.0433412 9.8995110 8.3562178 9.7066143 3.7453557 9.1759878 7.9428904 12.3097514 7.5209997 12.8794448 3.4704718 7.9685073 9.1962060 9.5892062 8.9291507 3.2217843 9.5549468 9.3420293 12.6120948 7.6647353 15.8180588 8.0983085 10.3188557 9.5459720 12.5990019 NA 10.3581417 13.8092760 10.2351141 7.7954384 2.6812244 9.0766598 9.3942189 9.8674499 10.8151826 8.1584294 7.8800028 9.4324628 9.8611322 6.3816623 9.7541474 9.1962060 9.4530125 10.3092543 9.0210730 7.0983080 11.7276055 9.5782434 13.6389187 NA NA 9.7166470 9.8207744 8.5414637 9.7916471 -0.7781848 4.0797706 2.3917127 14.3776374 7.0419701 9.9386109 11.2326692 8.6791722 10.3019428 10.4844736 3.2217843 6.0921567 10.9729170 10.4433785 10.4932544 11.3295054 10.2912412 9.0766598 10.5482209 11.4060469 2.9222359 5.5071921 -0.7781848 9.9039082 3.9766752 0.8067777 10.2161449 13.7301433 9.5403342 6.0546814 7.9117892 2.9222359 9.6406981 8.1759876 9.7678852 11.6796853 6.3917162 8.2959328 6.4214640 3.8067571 11.3743932 7.8328160 10.8277339 13.0722713 11.5016922 9.8823134 12.0917708 9.5538280 9.5979168 9.7859409 11.3584622 3.3092490 8.6480562 10.7010664 7.4185652 8.4967751 8.1875758 11.8470436 6.4409605 9.5527083 11.5732828 11.1279304 1.8067365 10.9334584 9.0727907 4.4312418 8.8456729 NA 8.0983085 5.7295854 12.0395745 9.0259224 8.7394607 10.9762614 10.6162541 9.0688487 4.9497123 10.8487461 9.6301211 8.4601962 9.6248035 -0.7781848 5.7295854 6.5437201 5.0291481 8.8067539 2.6812244 9.7773392 4.5071921 11.0083960 6.2916441 NA NA 10.9126624 10.5181341 11.4220770 11.0463525 10.6000863 9.8593220 7.2661859 6.2859422 10.7973306 10.6970182 9.5255721 9.8915623 1.8067365 NA -0.7781848 9.7005611 9.8556948 7.9428904 6.5527091 11.9403243 12.5939763 10.9424632 6.2473731 10.0867514 NA 1.2218152 NA 7.4214640 14.4012341 6.5705191 8.1346810 10.8951005 NA 7.7176463 9.6969472 11.3002758 5.1286811 10.9488610 10.6306518 8.4838863 9.7453533 8.7859409 11.5195675 11.7146460 8.9766790 11.0141751 8.1286821 9.0630728 7.0419701 9.0562624 3.8067571 7.8196580 11.7443730 0.5147700 0.0427320 -0.4451200 0.8553800 1.3858000 -0.1575800 0.0235660 0.0000000 -0.0099565 -0.4650400 -0.4650400 0.5016700 0.0427320 0.0256710 -0.4645100 -0.4451200 -0.4451200 -0.4451200 -0.2690100 0.8886600 -0.4646800 -0.1547700 -1.0039000 -0.4590700 0.0251500 0.0682350 -0.4479200 -0.4540400 0.4646800 -0.0238400 -0.0099565 0.000 0.000 0.150 0.150 0.496 0.496 -0.448 -0.454 0.000 0.465 0.465 0.000 0.000 -0.436 -0.436 0.000 0.000 0.028 0.469 0.461 0.461 0.510 0.000 0.000 0.000 -0.445 -0.445 -0.313 -0.313 0.889 0.889 -0.454 -0.454 1.373 1.373 -0.155 -0.155 -0.459 -0.459 0.000 0.000 0.000 0.000 0.150 0.150 0.496 0.496 -0.448 -0.454 0.000 0.465 0.465 0.000 0.000 -0.436 -0.436 0.000 0.000 0.028 0.469 0.461 0.461 0.510 0.000 0.000 0.000 -0.445 -0.445 -0.313 -0.313 0.889 0.889 -0.454 -0.454 1.373 1.373 -0.155 -0.155 -0.459 -0.459 0.000 0.000 10.4245274 7.3562178 9.2005019 7.5103805 2.2217843 9.2118953 12.0513160 9.2282158 9.0766598 11.6251177 10.2351141 1.2218152 5.6812244 9.4457931 3.3092490 5.9766798 10.5610848 6.4214640 0.2218152 6.5968308 4.2661869 NA 7.9932809 6.2878804 9.5691802 10.1599007 10.8718873 6.1406539 0.8067777 NA 0.2218152 9.6934666 7.6354192 8.9256951 NA 4.5793431 10.6167899 9.8629400 8.8835695 10.3217967 9.1890178 5.9497123 9.9699843 6.2661850 9.9607282 11.0813262 7.4838859 6.2217920 10.1219035 8.9850037 13.1105347 11.4312448 9.0921562 12.9268838 11.0230956 6.3613420 7.7374914 9.4397490 6.6480555 9.7066143 5.3092526 13.1539139 7.8328160 8.1933351 3.9766752 NA 11.6911788 8.1013748 12.9373245 8.3171883 13.6389187 8.4041857 7.1759876 11.3705857 10.2344159 8.6791722 16.0249892 11.3295054 10.6878679 13.0555710 10.7040952 0.2218152 10.7340381 8.0194528 11.9870775 7.8328160 7.8328160 10.6253361 12.4769676 8.1730760 10.6348851 6.4791788 5.7609501 6.0546814 11.5569026 11.4584036 6.0672816 -0.7781848 -0.7781848 10.9291505 12.6252030 11.1914010 6.6975250 10.2267141 11.1372974 12.5342490 10.1599007 9.6995497 10.0960043 5.6311829 9.9733355 5.7136436 8.9360369 2.8067571 9.5804427 8.1196368 6.5346748 12.1356083 9.7285949 11.3188360 9.1256733 1.2218152 12.2730004 8.3904136 5.5255709 7.2944333 11.2196766 8.6501517 0.8067777 8.4312448 9.8817873 8.2178695 11.7470675 4.6141091 9.5924789 9.9178895 0.2218152 12.4157787 10.9183244 10.1976394 NA 10.1890176 8.6954973 0.8067777 10.4066668 8.3484958 8.3892097 8.8105061 7.9117892 9.5282406 0.8067777 8.2824875 4.7763778 10.7010664 10.5566233 9.9565010 12.0395745 10.4595989 11.0149883 9.6248035 11.7148963 8.4336797 4.4312418 9.7648232 9.4017004 0.2218152 5.5616408 NA 8.5459718 10.3213234 8.6119602 0.8067777 7.7176463 9.4288057 10.0178310 TCGA-CJ-5680 65 1 768 NA kidney stage iv t3a nx m1 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 1 3 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.06502077 11.02770208 10.33884266 10.78072307 7.60936788 NA 10.40876577 2.55733656 9.20289200 7.86594664 0.80198636 10.80819839 9.54684643 8.77814713 9.69208226 1.06502077 5.96389947 9.88947552 1.80202774 10.89661819 10.36043331 8.74569953 6.18744314 11.04972653 9.84859102 10.70167164 8.62983161 9.19002983 16.48374516 9.73511308 8.02890669 8.56754735 4.87240032 9.45378197 7.32870724 11.15648239 5.99578524 13.77932832 1.28741319 7.76296465 9.13292945 10.41193007 8.32557440 2.65000626 9.91991537 8.38997759 13.39395564 7.41082189 15.10718687 9.57943229 9.97519997 6.62474283 12.78464975 NA 8.04804051 13.25456275 12.89410903 7.83763676 0.48005827 8.15074092 9.52652643 8.86917802 11.75548157 9.28098438 9.07906738 8.65625752 9.05088882 NA 9.68220826 8.41082189 10.47302290 9.91627554 8.40341217 9.44081042 11.60197413 9.95834855 13.41068327 3.00363821 1.28741319 10.10076259 10.10807433 8.88309657 10.49166123 NA 2.72800756 0.06502077 13.52405164 5.87240278 9.45449918 12.91621043 10.13695626 9.87401124 9.95379020 3.72800756 6.65000913 10.32086247 11.53384072 10.72504291 11.75148627 10.53604474 8.38697515 7.38396603 10.59707821 6.31928916 2.28744274 1.93952750 9.02697900 1.48010999 0.06502077 8.86486832 13.62251071 10.58762855 11.25157401 9.28663423 1.48010999 9.36730510 7.70890316 9.53025962 10.72741866 6.44008679 9.87025343 7.81100149 5.88437569 10.59675340 8.70529197 12.04792178 11.63094244 12.66905964 9.08185542 12.13427299 8.81659107 10.75533602 8.57679949 9.99430549 -1.51994173 7.65999375 11.44821126 7.98040867 10.46707840 10.11444186 11.26246851 8.53401023 9.79126514 11.54852693 10.92380509 5.33806423 10.19347103 8.49921646 5.85512512 5.98788019 -0.51994173 9.70167155 6.58860971 12.67837606 10.58566574 8.71729462 10.51453960 10.28703681 8.91158224 6.14542068 11.06822756 9.19175139 8.20118393 11.01535992 2.56754545 4.72801300 5.53536559 2.06505525 8.12934072 4.97193895 11.27002563 5.93129539 9.49530442 5.53536559 NA NA 11.81365920 10.57877459 11.72057774 11.33961928 10.68892848 9.63110101 9.57085850 6.26177150 10.39185094 11.14230781 9.94819944 11.43682364 1.28741319 0.48005827 NA 9.80201255 9.19604658 9.06222643 5.59902613 13.41957190 14.31245537 10.38283647 8.01813785 10.07207431 3.18052981 -1.51994173 NA -0.51994173 14.46674876 8.01924322 8.44442523 11.28683547 -1.51994173 8.45449918 8.87141399 11.32577057 6.01924377 10.65063551 10.23037284 9.81100133 9.03946168 9.04994001 11.51178571 11.19239657 9.24744147 10.73393201 7.27774583 9.78899804 7.04613851 10.36578088 4.46558273 6.12819028 10.08231939 0.00694350 -0.00622860 0.00610900 0.00346870 -0.00097017 0.00235810 -0.00429810 0.00110930 -0.10480000 -0.00355370 0.00055459 0.00694350 -0.00622860 0.00041593 -0.69314000 -0.65445000 0.00610900 0.00610900 0.00249690 0.00346870 -0.69024000 -0.00069303 -0.67683000 -0.67683000 -0.00207840 -0.00355200 0.00138680 -0.68651000 0.00069327 -0.00318590 -0.10480000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 -0.105 -0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 -0.105 -0.105 11.00070321 6.97993044 9.57877459 6.09103545 NA 9.90057115 11.57515181 9.45617594 9.17008254 11.59050093 10.32086247 0.06502077 5.88947598 10.06692429 2.06505525 8.84093147 11.62187234 7.81100149 NA 6.41672323 4.76548701 0.06502077 8.65126126 4.62983452 11.35021224 10.96943077 10.07876979 6.85512387 0.80198636 NA 1.28741319 10.07020375 6.80201222 9.56754735 NA 5.97193665 9.20289200 10.45378187 8.37793018 10.27815125 8.22659860 8.43573443 10.71280520 3.56754545 10.41672249 9.28663423 7.05373152 5.65999304 9.95834855 6.17357121 13.49401778 11.00070321 9.97193765 12.81030116 12.71878779 6.98787905 8.50937163 10.29666824 7.10213634 9.75388010 5.31297369 12.99744634 8.17531301 9.41229928 4.03467353 0.06502077 9.37186832 8.47443807 12.57556395 8.67852972 13.41068327 9.06410735 8.94463037 8.36882770 10.88867963 10.13695626 16.12983187 11.75148627 11.82687524 12.90851013 10.75242271 -1.51994173 10.83983404 10.94718054 10.48043670 8.70529197 7.86810149 10.14408730 12.85593850 9.73156698 11.42204910 1.93952750 6.12394135 4.23496876 11.86756339 12.22028690 8.92199115 NA NA 9.25651748 12.24215505 11.45035761 6.99578411 11.18701215 11.1641756 13.2624685 10.9694308 10.7747053 10.4119301 4.8020122 10.8112814 4.8020122 9.8304713 5.7374732 10.1130797 4.3380678 7.6323693 12.4974863 9.2207087 11.3519897 9.4516280 1.6500292 13.8682364 5.3583189 5.6992518 7.5968703 10.7744181 9.1883062 3.4800841 9.3642551 9.3749023 8.7172946 11.4958480 5.3129737 10.7208758 10.1293407 1.2874132 11.9851517 10.8447664 9.6992530 -1.5199417 10.5248201 9.7585340 1.0650208 9.8518611 5.7562094 9.1560416 6.8766888 9.2866342 9.3369457 1.0650208 8.4814927 4.4342813 11.4482113 10.1687719 11.2135236 12.6783761 10.9165358 11.1230388 11.0153599 10.4086029 7.5886090 6.0874140 9.8227149 10.1994733 -0.5199417 0.4800583 3.7654817 9.9199154 11.3465270 8.9282009 2.0650552 8.4544992 7.7815807 9.5387527 TCGA-CJ-5681 44 1 552 NA kidney stage iv t3a nx m1 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 1 7 1 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.64120497 1.59679206 8.82456071 9.33001469 10.13467659 7.76227639 7.62410309 9.10284313 10.29647989 10.98721888 7.07074244 12.04113581 -0.57303755 10.24466923 8.62655850 8.16497831 6.82776568 2.88631602 10.64514655 9.95093799 11.02726362 8.55745681 NA 11.20487897 -1.57303755 9.93616619 7.76896105 5.64605318 10.64575200 10.23383834 9.07434460 9.77603455 5.24706544 4.40416742 10.15139994 9.12645850 10.73976905 9.48825731 6.46580473 5.56643769 11.78335180 9.21967628 11.38725008 7.85942794 8.14284788 15.58660961 10.63053998 8.39411238 10.41415012 4.78443593 9.93517610 7.39267032 10.65990646 4.12732787 12.16687757 -0.57303755 7.13820933 9.85629277 8.33076812 8.74203553 7.67718474 8.87603464 9.02586903 10.87809721 7.08509743 14.38396611 6.32170446 9.56304408 11.91961554 13.38978207 NA 8.97378058 10.37999117 12.68545209 8.14113182 7.29107214 7.78443789 9.56515788 8.37086610 11.35447888 9.88887701 9.53736946 10.02354174 10.42653377 0.42685513 9.78113542 9.32926109 10.30455359 9.51036542 7.00431486 9.22616771 12.06942406 9.43391337 9.32699814 -1.57303755 2.74880469 9.79484682 9.39050476 9.54257999 10.91522838 0.01178186 3.01185341 2.01185341 12.67050635 6.32775203 10.18802167 11.14091685 10.47435086 9.88580526 9.45271774 6.82349080 6.84051359 7.16497831 11.76715347 10.70388282 11.86574417 10.84104276 8.40845330 7.01184893 10.69659716 6.04159564 2.33376719 5.46031008 6.96604510 3.28486943 1.01185341 8.38688810 10.54323003 10.15480647 9.07614218 9.51169455 5.19877308 10.46099724 7.16497831 9.84364661 7.80626412 8.45479197 8.11862967 6.32775203 4.65570673 11.10768512 9.38761198 10.14798522 10.19051338 9.56771580 8.56771580 11.81207440 9.44508625 10.78251243 10.97739241 11.56195400 4.15481001 9.77062706 11.51848675 9.05473915 8.13724478 10.26766395 10.57472691 8.03236537 10.93715574 9.40201756 10.33565397 3.01185341 11.57138500 7.58617701 5.15480596 3.47127852 -1.57303755 10.94627658 7.97763311 11.59649793 11.28564415 9.64907722 9.77118191 9.46991344 9.13683146 7.55874289 11.52259296 9.21967628 6.72150664 9.86827407 3.63633460 5.36940018 2.74880469 4.18177046 10.09665692 2.67482218 11.23101706 4.04159345 8.68662938 5.73385865 3.88631602 0.42685513 11.84763584 10.70765687 11.52754841 12.03848728 10.60928043 11.60149972 10.64044298 6.80769366 9.03698816 11.97015961 10.20208476 10.95534020 9.89245250 NA NA 10.41628051 9.35614447 9.30109900 -0.57303755 11.02144391 11.98351186 7.24386993 6.41795375 9.89245250 NA 2.01185341 NA NA 13.36177477 9.56323632 9.48216843 11.40058345 NA 9.49499255 9.27664298 11.04618899 4.73066713 10.77589081 9.50970039 9.18926812 8.95044800 8.84684617 11.53361255 10.65570477 10.59022128 10.10548624 6.64605462 9.74260165 5.29725012 9.55423562 5.60997653 8.16213751 9.82402586 0.00000000 0.01144300 0.00434500 -0.00012144 -0.00369680 0.00059741 -0.01005200 0.01954600 -0.64355000 0.00000000 0.00000000 -0.00326760 0.01144300 0.01144300 0.00448400 -0.85541000 -0.00024334 -0.84833000 0.00018144 0.00073608 0.00392830 -0.00673870 -0.00286640 -0.00286640 -0.01005200 -0.00189710 0.00295620 0.00170710 -0.00881000 -0.81988000 0.31439000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 9.8008388 7.1203727 10.0993114 5.3061018 0.9302453 9.4767347 9.4623724 8.7766206 10.1746595 11.2855568 10.3217038 -0.5730376 5.8698295 8.4464767 3.7364966 7.4520254 10.4729869 6.3277520 -1.5730376 8.3912268 3.5143495 NA 8.5664373 6.2016731 10.1397139 11.3644438 11.0746795 8.1496938 2.5968159 NA NA 9.8272319 8.6581072 9.3818094 NA 5.0415978 9.6587072 10.5153431 8.8667170 8.0743443 9.3487270 10.5629159 10.7372148 4.9504498 10.3269981 8.0598814 6.6842745 9.4155707 9.8521020 7.5484197 14.3355836 10.7697941 10.2949369 13.1496936 12.3220826 7.6265581 7.8883658 10.3752533 7.5222834 9.9499578 3.2342407 13.0616971 6.3156296 9.4041659 2.5968159 1.8863160 13.3144399 9.0644167 11.9608241 8.7431676 9.3269981 9.7959380 9.2581934 2.1273361 7.0957715 10.4743509 14.1801812 11.8657442 10.9046443 12.1531042 10.8641180 NA 9.9252366 11.2172345 10.4661479 9.3876120 7.0671310 10.0314393 13.8131528 9.2204893 12.8206780 7.1063661 7.1851093 8.7578030 11.7564021 12.2853528 6.4603084 NA -0.5730376 11.1556569 12.0638505 11.5592219 6.7488141 11.3768951 11.0578357 12.8761637 11.3644438 10.1368315 10.2790254 4.8698319 7.7822369 6.2848676 8.8159795 5.7932092 10.1037246 7.0707424 5.3576224 12.8583778 8.6925011 11.7450052 10.2840896 1.0118534 14.7571377 6.4826031 7.4848777 8.3041240 11.2104982 7.7689611 2.5968159 8.7997511 10.4671758 10.1505470 11.3603923 9.3171503 11.2186594 8.1867744 NA 12.4656336 9.9919882 9.5535905 NA 11.7517698 9.9509380 2.2342560 9.5445292 1.2342560 9.4155707 7.6532980 9.5116945 9.4309871 2.8863160 8.6105214 1.8863160 11.5184867 11.2482615 11.1351078 11.5964979 11.0752437 11.7686829 9.8682741 9.4429978 8.1900982 7.6018116 8.7465583 8.0850974 NA 3.2352675 6.0562432 8.4367149 11.5825313 10.2156043 0.4268551 9.4949925 7.9543633 10.2127472 TCGA-CJ-5682 60 0 NA 3736 kidney stage iv t3a nx m1 male 2004 NA yes NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 1 7 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.96163953 8.35818085 6.65191274 13.14435573 3.88941513 NA 9.52084847 9.15485911 9.93067954 10.11960350 2.88941513 0.66702920 8.97079989 9.81082738 10.22288629 9.74205254 6.41297286 7.14814606 9.77554345 10.60169280 6.66701926 9.94236759 6.65948506 10.78552758 10.47330018 8.30364378 7.29637573 0.66702920 10.43189066 10.07216048 10.48826153 7.66701926 NA 10.14410272 -0.91784244 8.99494595 7.95550055 1.40397662 9.86095504 9.48826153 8.01869426 9.77383499 2.40397662 5.54148696 8.32523034 4.72591017 11.76197646 9.24318851 11.42967794 5.29151147 10.70950380 10.84651353 11.17084480 9.04350637 11.12781620 15.22991733 9.56687945 8.37207539 11.03078878 4.16951618 9.42746182 7.64047705 10.39607330 7.86341630 12.50923845 1.08208942 7.41391390 8.09886481 10.58886002 8.79114042 1.66702920 9.99344850 8.10442420 12.43988344 7.58190255 15.39240982 9.79801859 9.54526414 8.80657057 10.64572948 NA 3.32998465 13.13445480 10.96355295 7.56183704 1.66702920 8.40623690 9.19058103 10.31807072 10.74516984 8.37667718 8.83360075 8.93848223 9.29516074 NA 9.95242123 8.35118307 8.90383064 10.50622287 9.27558190 8.45492148 11.56272057 9.73758723 12.12508385 6.21133933 0.08202127 9.92362090 9.53532729 8.36282754 9.64334448 NA 4.03625715 -0.91784244 13.99826260 7.17481386 10.01869453 13.27041360 8.66701891 9.48293599 10.29637573 3.83694411 7.04205878 11.11582365 10.71277872 11.05790456 11.65141618 10.37897280 8.32998420 8.04205823 10.86832617 7.81337590 4.16951618 3.83694411 9.36745887 NA NA 9.44070787 12.91751489 10.56637594 9.56788593 9.80571744 1.60814687 9.28050169 8.22671467 10.21054070 6.44837900 7.69676658 8.96163982 7.22671467 4.75448135 9.85519583 8.68010912 11.41381328 11.34209401 14.01089875 9.53887296 11.86955105 9.18796515 9.88376498 9.45709601 7.27681301 2.54149006 8.57990836 10.95780595 12.75534355 8.76238104 9.17613424 10.98254608 6.00091943 9.92989690 11.89683926 11.31986402 5.74026919 10.56436035 8.63770008 6.08205747 7.26693174 NA 8.88133823 6.61343736 12.87352472 9.76855703 9.88214750 11.32879715 10.57641216 9.48293599 6.29150963 11.14605489 9.10996251 7.33944474 9.82520797 2.08205534 5.75448135 7.47866124 4.40398344 2.88941513 3.83694411 10.41967846 5.57391071 9.59972599 7.57463061 NA 0.08202127 10.45219902 10.56335150 11.55956189 10.89703950 10.15217746 8.39039556 8.29097357 6.17692510 11.24539173 11.48799575 9.90143728 11.65404617 2.54149006 NA NA 10.02603647 9.41073160 8.86177582 7.15351859 13.83522107 14.66045874 12.19888785 8.43714325 9.90860503 0.66702920 0.66702920 NA -0.91784244 14.36347953 7.46576066 8.52084847 12.71346101 NA 8.06789842 8.93227470 11.42607502 5.57391071 10.80486412 10.36745876 9.14275242 8.82857097 9.11410227 11.23370739 10.50727246 8.99494595 10.72365676 7.92440695 9.93458609 9.00983449 10.60070973 3.42048240 7.33330207 10.54609169 -0.00954260 0.41580000 -0.47944000 0.45377000 0.43783000 -0.01849000 -0.02589300 -0.03476800 0.06723200 -0.00954260 -0.00954260 -0.01904000 0.41580000 0.37430000 -0.47944000 -0.47944000 -0.47944000 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11.71732123 9.83192600 3.25197656 13.65072525 5.25458271 4.91494715 10.05757496 10.03697992 9.65191221 3.88941513 9.00240943 10.38355278 7.58723296 12.09503020 4.40398344 11.31926652 11.86710028 -0.91784244 11.93087510 10.90661758 10.39380486 2.08205534 10.63616573 9.45383320 -0.91784244 10.06505013 11.12747497 8.79458352 8.95550055 9.80571744 9.23952979 5.14814504 8.44837859 6.61343736 10.95780595 10.50900269 11.78206273 12.87352472 10.18927369 11.23053316 9.82520797 11.04748011 7.07641052 5.83694411 10.08908377 9.75801363 0.08202127 0.08202127 NA 10.38126455 11.21549745 9.15753566 4.08205534 8.06789842 8.90701532 10.15217746 TCGA-CJ-5683 78 0 NA 1889 kidney stage i t1b nx m0 male 2004 1889 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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30.3030303030303 13.6363636363636 8.3587980 11.3926450 9.7601195 8.2881214 10.5225361 6.8844404 5.9418434 7.8319102 8.9859273 0.3872522 1.2747686 4.6096486 7.7966451 10.0637991 6.7966458 10.5729558 11.4015073 6.6910358 10.7159293 10.3707230 11.9222056 13.5747286 10.2906342 11.1546112 7.9995085 5.5571803 7.4461479 12.2868630 6.9003234 NA 7.8430197 9.4676278 10.1106309 10.0202495 3.8022966 -0.1977654 8.6414955 9.4631792 10.7050438 9.7241328 7.1510196 11.0299078 9.7389298 10.6598842 7.2780256 10.4537921 7.2159203 11.5378479 10.9101628 7.7824315 7.4170018 3.1946072 10.4702904 10.0359116 10.5787249 7.6031916 NA 10.7726135 1.3872522 8.6711143 7.6351819 1.6096604 10.4429887 9.8487337 8.1903092 9.6564277 -0.1977654 6.3491866 9.0667345 6.6477822 10.7308102 9.9834441 8.5638430 6.6031916 11.2281397 12.7192909 10.8086179 9.2053038 10.7378252 16.3304636 9.6933160 8.4569277 9.4407278 4.3872522 9.1094927 7.8191004 11.1385194 5.9921158 12.3406020 2.8157599 8.1913425 9.3626246 11.3016395 9.0068629 4.7330289 9.6056158 7.9797116 11.9891799 7.1642352 15.4594686 8.7593939 10.4004561 8.5918256 11.8338207 NA 4.2285571 14.4813320 12.0491808 8.1037882 3.2617264 8.1554386 10.5529988 8.1197043 10.7877780 8.1510201 8.6256592 9.0226702 8.9302861 0.3872522 10.0038032 8.8232717 9.5754311 10.3683459 9.1140400 8.0714184 11.5904228 9.8857711 12.8464298 1.6096604 -1.1976000 10.2845957 9.4133167 9.2524722 10.2185615 NA 5.9418434 2.7091803 14.0478817 8.0141801 10.7392978 13.6219720 8.8466861 9.8904175 10.2053039 5.4605034 6.8791078 9.5538358 10.6745819 10.4935992 11.4850714 10.5488062 8.6015736 9.1264724 10.9624784 4.7795697 4.2285571 4.1598471 9.7579418 5.1773318 -1.1976000 8.9659415 13.5207177 9.4800114 10.1994316 9.3051237 2.2617113 9.7859981 8.0430831 10.2919542 11.8602836 6.8135196 9.4506494 6.1242206 5.4560669 10.8861036 8.7001373 11.2324830 12.0583531 12.9610593 9.5527225 12.2997695 9.2941449 10.7884894 9.8218825 10.8096696 3.0502231 8.1576430 11.0792886 10.6849808 8.4644261 9.3626246 11.5760492 9.3881932 10.2190894 11.1343284 11.2034380 4.8246609 10.1983614 8.2933834 4.4461503 7.4206769 -1.1976000 8.6602730 6.8950493 13.0008903 9.6971095 9.5828316 11.3031337 10.2795442 9.8295068 8.1967546 10.9917643 9.2565911 7.7506588 10.0001228 1.8022759 4.9722147 7.4206769 1.1241958 7.0643871 5.8466864 10.4220533 7.3140448 10.0436792 5.4650668 5.1060719 -1.1976000 11.1743407 10.5958951 11.3931128 10.8456610 10.8960395 8.6160731 8.5078034 6.4271972 11.6813007 11.2777720 10.0655610 11.1824823 2.1242289 -0.1977654 NA 9.9134276 9.5216807 9.0442750 7.6192758 13.5581183 14.6291879 10.5403841 8.1970117 10.1767880 0.8023173 1.1241958 NA 2.7091803 14.3248121 7.6878970 9.0031904 11.3816078 NA 8.2369202 9.0686098 11.3392675 5.6849337 10.3105819 10.1371237 9.6422830 9.0117452 9.3482216 11.4137778 11.1811286 9.6955934 11.1512965 7.9238254 9.4101399 9.6176752 10.2211986 3.6075789 7.8997182 10.8463444 -0.0012817 0.0000000 0.0088920 0.6623200 0.6832800 -0.0296240 -0.0110600 -0.0106460 0.0540910 -0.0012817 -0.0012817 -0.0113350 0.0000000 0.0000000 -0.6952300 -0.6952300 -0.6952300 -0.6952300 -0.0063810 0.6710400 0.0311550 -0.0143660 -0.0088526 -0.0088526 -0.0147780 0.0168450 -0.0078863 -0.0078863 0.6277000 -0.0213730 0.0540910 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.695 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.000 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.695 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.000 0.651 0.000 0.000 0.000 0.000 0.000 0.000 10.2632596 7.2369202 9.6649292 7.4970678 -0.1977654 9.1816701 8.7781399 10.2913620 8.3472564 11.4835039 10.2529876 1.6096604 6.4817720 10.0596797 3.7564896 9.0655610 11.2612110 6.1242206 -1.1976000 6.4747167 4.0502231 1.1241958 8.8897546 5.2941465 10.6076286 10.5729558 11.3026284 7.2243568 0.8023173 NA 1.3872522 10.2290808 7.7061734 8.9147313 -1.1976000 5.7091831 9.999508 10.162590 8.608036 10.465850 8.684935 6.417002 10.263771 6.059680 9.709182 9.078416 6.325854 7.821882 10.063799 7.211683 13.166084 10.876099 9.832959 13.214465 12.495452 6.921233 8.800882 10.017825 6.835714 9.700137 8.400345 13.316574 8.769518 9.336595 4.889756 3.194607 10.206369 8.700137 13.053256 8.856218 12.846430 8.848051 7.810721 11.933506 11.267348 8.846686 15.397666 11.485071 11.011745 13.888345 10.798059 1.972215 11.312561 9.665704 10.143255 8.700137 7.687988 10.109493 12.616073 8.979711 11.507274 3.050223 7.314045 7.026293 10.972530 12.268623 5.931574 5.031108 NA 10.814567 12.683788 11.078067 7.368346 10.785642 11.6505235 12.8077410 10.5729558 10.3707230 10.2906342 6.5302128 9.8904175 6.0117461 9.1707984 6.7564883 10.0928867 7.2780256 7.8329590 12.6820608 8.6556016 11.5795472 10.1757009 2.3872522 14.4214228 7.2246934 7.4425372 9.2973173 10.2348337 10.1592939 3.6096486 8.8562176 10.4142388 8.5605151 11.7376411 5.8022915 10.6837882 10.9887156 3.2617264 12.2213303 10.9117961 10.3170059 0.3872522 11.0502194 9.5655043 6.8791078 9.8494157 10.1094926 8.7300700 8.5820114 9.3051237 8.9734936 4.8246609 9.6136665 6.8897546 11.0792886 10.5441801 11.2140676 13.0008903 10.9189607 11.3508730 10.0001228 11.2182976 8.5803690 6.5096515 9.9367182 9.8107204 -0.1977654 7.5199680 2.7091803 10.6811092 11.7026172 9.3433885 4.5302144 8.2369202 8.5437588 10.1903092 TCGA-CJ-5684 61 0 NA 2231 kidney stage iii t3a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 6 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 1.075084e-06 3.814814e-07 13.953488372093 18.6046511627907 16.2790697674419 37.2093023255814 13.953488372093 8.0548192 10.2512163 10.2804866 7.6368638 9.9756320 7.5086758 5.5588615 5.9198144 8.9149092 -1.3115063 -0.9553960 3.4958486 7.6997244 10.0797405 5.9364236 10.6210808 11.8398306 6.5402459 9.6934195 10.4172677 11.7634745 13.9397000 10.1350633 11.3013654 8.4698567 5.0283481 6.8684065 11.5594395 6.2809545 NA 8.1822925 9.1953003 9.9003852 9.7478414 2.9364212 1.6884937 9.4358507 9.5901181 11.0965612 9.0936383 5.9922767 10.1687822 9.7191641 10.6452360 6.4433845 10.8693384 3.0808111 10.4946437 10.4583347 8.2621442 7.1803498 3.0104218 10.7488551 10.3850298 10.6155341 7.8022391 1.8584187 10.7493380 0.2734562 9.5292748 7.7970214 -0.3115063 10.0366717 9.6103378 7.9762095 9.3513699 1.2734562 5.6771812 9.1520214 1.0104218 11.0711209 10.0182932 9.1933159 6.4566813 12.1578373 11.6172003 10.8222813 9.0283468 10.4375283 16.1494487 9.5205957 8.0957646 10.6032557 4.4958486 9.2809540 7.4164175 10.8480529 6.5150454 11.9931334 1.2319853 7.8976821 9.5665479 11.3675371 8.8930679 5.1803508 9.6383237 7.9785160 11.6488609 7.3573822 15.2686456 9.4274335 10.5502236 7.8758489 11.2851526 NA 3.6426900 13.4663172 12.0327928 7.8634225 4.6657793 8.0104252 10.3300971 7.2583521 10.4804737 8.3609221 8.9352376 9.0925740 9.1943085 -1.3115063 9.9991097 8.3413418 9.3296454 10.9269016 9.2373187 7.7706461 11.7967126 9.6593218 12.8368940 1.0104218 -1.3115063 10.3337049 9.3123784 8.7053051 9.8844842 NA 5.5953873 3.5464747 14.2212789 10.6192343 10.4978631 12.8627984 8.8048409 9.5205957 9.9046364 4.1803468 6.6542809 11.0765142 10.6437835 10.0487953 11.3006742 10.6842640 8.2002493 8.3377530 10.8222813 3.8177767 1.4958486 3.5953843 8.8074380 -0.3115063 NA 9.0294595 13.0811497 9.7733052 10.1126631 9.4308063 2.2734562 9.9052427 8.1923224 10.1018763 13.1998172 7.4232067 9.7950599 5.4958518 6.0286134 10.4324897 8.8344290 11.1748291 11.4839278 13.4684214 9.0250033 11.7599592 9.1763370 10.3373038 9.5703756 9.1095097 0.6884937 8.2140179 10.7636417 11.0347031 9.1687518 9.7369838 11.6326599 6.7328905 10.1345463 11.4992693 11.0311272 5.0808154 9.5078777 8.3397458 5.7865284 6.3749977 NA 8.2958272 6.8534044 13.0007417 10.0149264 8.2734595 10.8699598 10.3662165 9.8209966 8.0104252 10.7869304 9.0989482 6.9692679 10.0070397 1.8584187 4.9364259 6.3323535 5.6422279 5.8382434 5.2583531 10.6459617 7.4796598 10.1382955 5.3323535 NA NA 10.8810979 10.5799009 11.3919679 11.0545458 10.4768074 9.1158097 8.8203539 5.8103403 11.3815482 11.3999487 10.0792033 11.7988170 1.0104218 NA 0.2734562 10.0092975 9.3906696 8.9945585 5.6192340 12.6566236 14.5563306 11.2953647 7.9804041 10.0143645 NA NA -0.3115063 1.6884937 13.9613453 7.4265893 8.4265893 11.4859558 NA 8.2469177 9.1767890 11.1448513 5.2583531 10.7865290 9.6969255 9.4147150 8.7983276 9.2668697 11.3139774 10.7335739 9.4450531 11.1108245 7.7164031 9.4104505 8.4616362 10.2149961 4.2427778 7.3178539 10.4649299 0.00120870 0.00000000 -0.00180140 0.55904000 0.24716000 -0.00512270 -0.00830050 0.01307400 0.07311500 0.02384700 0.00603090 -0.00018397 0.00000000 0.00000000 -0.57967000 -0.57091000 -0.57091000 -0.00180140 -0.01505400 0.55904000 -0.00083160 -0.00512270 -0.00353660 -0.00353660 -0.00830050 -0.00468120 -0.01009400 -0.00069303 0.01321300 0.01572700 0.07311500 0.000 0.000 0.000 0.000 0.248 0.248 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.559 0.559 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.248 0.248 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.559 0.559 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.000 0.000 10.1733197 6.8126176 10.0748983 6.9076166 NA 9.0394362 8.0829596 9.9475751 9.4926279 11.5409835 10.0619059 -1.3115063 6.0548181 9.3187640 3.0104218 8.0238874 10.6895531 5.4958518 -1.3115063 5.6884965 4.3609191 0.2734562 8.7706461 5.6771812 10.5270509 10.6210808 11.3231786 7.7080879 0.6884937 NA 0.2734562 10.1555929 7.8857135 9.0438481 0.6884937 7.0149265 9.672203 10.201731 7.883254 10.023887 8.380240 7.343133 10.247396 5.028348 9.643420 9.730156 6.546478 8.292123 10.062450 7.223772 13.233160 10.592002 9.877086 13.203149 13.201422 6.682850 8.889395 9.457508 6.833156 9.433331 6.878322 13.005839 9.369735 9.977363 5.631011 3.973896 10.339549 8.267813 12.384812 8.508676 12.836894 8.879556 7.530847 9.614793 10.370614 8.804841 15.582545 11.300674 10.961127 14.172816 10.836973 2.010422 10.862798 10.870891 10.465752 8.834429 7.416418 9.949416 12.668011 10.743779 11.669351 1.273456 5.416418 6.802238 11.128587 12.211446 6.888170 -1.311506 NA 10.459161 12.761634 11.398220 7.453369 10.864046 11.5833147 12.8524610 10.6210808 10.4172677 10.1350633 7.4333309 10.2720498 6.1231261 9.0786659 6.1883436 10.1479285 6.4433845 7.1479284 13.2410939 9.7191641 11.9407188 10.0856367 1.8584187 14.5157900 5.9475820 5.3889369 9.4987553 10.3036667 10.5126601 3.5464747 9.1793478 11.2614339 8.9831176 11.5002730 5.7545856 11.7621364 10.7475033 3.6426900 11.4912152 10.6232935 10.6155341 0.2734562 11.2308033 9.5650139 3.0808111 10.0662497 10.1147616 8.9088753 8.3538327 9.4308063 9.1869573 4.2734562 9.3958561 5.8881685 10.7636417 10.4193915 11.2240153 13.0007417 10.8321990 11.3986576 10.0070397 10.9692676 7.6657765 6.2507399 9.6013862 9.5449223 2.1479253 5.6073599 -1.3115063 9.9227155 11.9741852 9.5022781 4.8382459 8.2469177 8.4974611 10.1074036 TCGA-CJ-5686 59 0 NA 2038 kidney stage i t1b nx m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 5 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.664646e-06 5.20202e-07 6.25 20.3125 15.625 45.3125 12.5 8.0969133 12.0377963 10.5750436 7.7737715 10.4759225 8.6179416 9.1923458 7.9547425 9.8472409 NA 2.8953220 4.3183819 7.0307234 9.5604561 6.8506019 10.7931168 12.0659545 8.0188211 9.9001033 10.6128606 11.5990806 13.6188957 9.9724114 11.6880624 8.4265839 6.4609211 7.7574927 14.0987569 7.4381207 NA 7.7676277 9.4304398 10.1209721 9.9582367 3.6535645 0.6179567 8.6590529 9.1938590 11.5802591 9.4533604 5.3512962 6.6623351 10.1617466 10.2967177 4.8195762 11.2012124 6.3183819 10.3543434 11.0666773 8.3661342 7.7306413 3.2960168 11.7674346 10.0944852 10.8623053 8.4482981 2.5439412 9.9807357 3.6661771 9.4168993 7.8544340 1.4659222 9.9990518 9.5837257 8.2875351 9.8226984 -1.7041594 6.4907707 9.4071490 8.9999169 12.3341608 9.6645198 8.8156497 4.6883314 11.7413206 12.8371100 11.5935029 8.7054043 9.4565152 16.4205689 9.2732932 8.4671902 10.3138657 4.2960168 9.4993614 7.3512962 9.5218234 7.3128213 13.3392116 0.2959581 8.3155345 8.8047986 10.2857626 8.9271904 4.0773712 9.3328739 8.7106987 12.3668052 8.2399932 14.6449969 10.1133968 10.4495844 7.2443810 10.8124521 NA 4.8506044 13.7692435 12.2093703 8.0290288 4.2029035 8.3225371 9.2111458 8.6818758 11.3691508 9.6942226 9.0765532 9.5048573 9.2903668 NA 9.9430220 8.6513646 9.3314999 10.3701549 8.8734423 8.2946037 11.5921983 9.5779435 13.3794512 0.6179567 1.4659222 9.9349018 9.9600917 8.0806481 10.3556959 NA 3.2502037 -1.7041594 13.6577173 7.7757940 10.0025094 13.4970652 10.0294525 9.0213798 9.5738819 4.4858390 6.8117138 9.5151820 11.1792294 10.1407191 11.3282141 10.6543899 8.4858378 9.3176873 10.9189804 3.9107231 1.7554431 1.2960168 8.2960136 1.7554431 -1.7041594 8.8696605 13.9933611 9.6419730 10.8154040 9.6134259 2.2029192 9.7054043 7.4304400 8.6379101 10.1205745 7.8582558 7.8176137 5.2960132 6.3294358 9.8525195 9.1281122 11.5638242 10.7035467 12.8505423 8.6596663 11.1938588 9.3874487 11.3595770 9.2672839 7.7348051 0.2959581 8.1049777 11.0469297 9.9626147 7.7519363 9.4019218 11.3970042 9.4734330 9.6688784 11.9786789 11.0119754 3.7878712 9.8510817 7.9416539 4.9542242 6.1847564 NA 8.2414574 7.1161921 12.8985963 10.1061833 9.5439409 11.1839955 9.5326255 8.9719706 6.6710527 10.7427452 8.9551175 7.9180654 10.3047921 1.1033969 3.9964520 5.8117125 1.6179567 7.8996397 4.1539917 11.0814659 5.4659386 9.6397544 5.8901135 -1.7041594 -1.7041594 11.0154022 10.2782940 11.2795415 11.0886004 10.4514641 9.5397825 9.3822559 6.8175747 11.0798301 11.3607562 10.3458619 12.2664788 2.8195660 1.1033969 NA 10.0379016 9.2014003 9.4558847 7.8790961 13.4720696 13.4449268 11.2131990 6.7612946 10.0315694 1.7554431 -1.7041594 2.5439412 5.7554458 15.0747964 8.7064646 9.3321870 11.2682752 -1.7041594 8.8592096 9.0621695 11.1093938 7.1847564 9.8288564 9.8457980 9.4194881 8.5975096 9.1057815 11.4807338 11.5791017 9.4703150 11.2485727 7.9380652 9.2682753 7.5224254 10.5021120 5.0618151 7.7342435 9.7641283 0.00527490 -0.00401620 -0.00552920 0.20824000 0.00791750 0.00000000 -0.00013862 0.00819590 -0.01325400 0.00319100 0.00319100 0.00527490 -0.00401620 -0.00401620 -0.37887000 -0.37887000 0.00930980 0.00930980 -0.00373950 0.20824000 -0.00263220 0.00000000 0.00388540 0.00388540 -0.00013862 0.00000000 -0.00069303 -0.36861000 0.00708260 0.01950300 -0.01325400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1551599 6.9398695 9.7813395 6.8223567 NA 9.2804319 10.1403268 9.5487676 10.5843027 11.3812800 10.4467127 0.6179567 6.0374811 8.8884705 3.9107231 7.0839165 11.2044060 5.2960132 -1.7041594 7.1352168 5.2502112 2.1033634 8.8254438 6.3016389 10.8759657 10.7931168 10.8309072 7.7717470 -0.1190403 NA 0.2959581 9.9653415 7.5814153 9.4938444 0.6179567 6.7757933 10.4409902 10.3110799 7.6753918 10.6235660 8.5986522 7.5439412 10.8334745 4.9825145 9.9546712 9.2804319 5.5814145 6.5439412 10.2021524 7.0740901 13.6814377 10.5636779 10.0534034 13.3265943 12.8902213 7.4759223 9.4895387 9.5439409 8.9061155 9.6071940 5.9470653 12.6252491 8.8819148 7.9143989 4.7054029 1.6179567 10.4653121 9.3708238 13.1087422 9.2487547 13.3794512 9.6168140 8.3404074 11.2341227 11.2387112 10.0294525 16.1283843 11.3282141 11.8034364 13.7625679 11.1001444 0.2959581 10.2066562 10.9611272 10.7712402 9.1281122 7.8390450 9.8346874 13.0942827 11.2944275 11.5197075 3.9684410 4.7389569 5.5628011 11.4941515 12.6976929 6.8620670 NA -0.7039244 11.0997409 12.4696125 11.7113525 7.4482981 11.1279144 11.093067 12.925882 10.793117 10.612861 9.972411 7.478408 12.623777 6.548679 9.075733 5.996452 10.164836 4.819576 6.378163 12.766843 9.261076 11.714657 9.897784 2.755443 13.754324 6.084700 6.290367 8.785570 10.306541 10.130879 5.954224 8.937162 10.220826 7.738957 11.418194 6.420135 12.229059 10.017113 3.880979 12.102865 10.283988 9.993415 1.755443 11.197446 9.932185 2.202919 10.192724 5.465939 9.266119 8.222309 9.613426 9.240066 6.791869 8.753394 5.608895 11.046930 10.433645 11.487227 12.898596 10.586320 10.889171 10.304792 10.533821 8.082283 6.803808 9.517600 9.189315 2.543941 5.307239 -1.704159 11.575914 10.862248 9.455885 3.050902 8.859210 8.330812 10.052987 TCGA-CJ-5689 90 1 1620 NA kidney stage i t1b nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 3 1 3 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6297868 10.7708792 7.5143101 8.8993941 10.3108012 7.1573752 6.5975044 10.1367587 8.7701898 1.3244650 0.7177367 3.7395241 5.9779278 9.9000243 5.2152554 10.7951440 12.3654597 5.8993932 10.0150651 10.0415903 11.8096436 14.6691391 10.3093782 11.1014664 8.3468528 7.3977345 6.9391948 14.2261377 5.5468790 -1.2604975 8.8362379 9.2621042 10.0074798 10.3375752 4.1318364 1.0614306 11.6888022 9.3291738 11.3799935 9.7605026 6.1657874 9.3282373 9.9791212 10.7988671 7.9243980 10.7218033 7.5724130 10.3574492 11.4584836 8.3017650 6.7053075 4.3833794 11.3060524 10.4801466 10.6776319 7.5628896 0.3244650 10.4651573 -0.2604975 8.5936742 7.8790741 2.4399688 9.9755368 9.9707438 8.3338472 10.1059596 1.7395025 6.3905748 9.7189479 1.7395025 11.9237781 9.3329138 11.7203762 7.0926694 12.0700950 12.0462964 10.9200534 8.9293472 10.6460375 15.3214734 9.6509146 8.7934485 9.2815872 4.5975014 9.5612965 7.3468532 11.2500396 8.4030806 13.0756107 2.0614652 7.8625834 7.2747984 10.7063885 9.3103272 5.4537678 9.5573057 9.3366440 11.8647746 7.9898208 14.7998052 9.6546550 9.8532061 9.7591134 12.1110270 NA 7.6129665 12.5432502 10.7622372 7.6761609 3.7395241 8.7125026 9.4092936 8.6068012 10.6878899 8.2050890 8.9293472 9.1647385 9.3431491 -0.2604975 9.9785244 8.9194319 9.7798124 9.6606197 9.8355788 7.4809897 11.8829441 9.6006095 12.1058448 2.6464161 3.2630795 9.8249952 8.9379675 8.4520497 10.1129315 NA 2.6464161 4.0614479 13.7354223 6.3468523 10.4468818 11.6064152 8.8163383 9.9904132 9.8937079 4.7839176 6.1657874 8.8349197 10.9305818 9.7430406 11.7439731 10.4369246 8.1446639 10.1938219 10.8388705 4.9874482 3.3833725 5.4399622 8.5928322 -0.2604975 0.7395025 9.5557063 12.8338478 8.8243309 9.7282073 9.5803006 1.0614306 9.3716090 7.9391948 9.8263621 12.5437545 7.1948494 8.7521471 6.3833794 5.9779278 10.5225208 8.9156957 11.4451550 11.2825545 13.0050644 9.2323773 11.8057800 9.5428465 9.8296351 9.0726780 10.0004422 3.5975073 8.2650435 11.6647062 10.8218946 7.9105492 9.5508974 11.2645540 7.9243980 10.0937720 11.9642780 11.0589125 6.6464133 9.8899045 8.8733328 5.7729466 7.2979434 NA 8.8816298 6.9342794 12.4001871 10.3060525 8.9131997 11.3827024 9.6160395 9.5323129 6.6878893 10.7918360 9.3624896 8.4451552 10.1366624 3.0614479 5.3244866 8.7784415 4.7834776 6.6037094 3.9094467 10.7042245 6.0156470 11.0938133 5.9798379 -1.2604975 -0.2604975 11.0413046 10.4145975 11.1393346 11.0098180 10.6456616 9.1467904 8.9303967 5.8918080 11.8261565 11.1409355 9.8513104 11.2142426 2.8269857 0.3244650 NA 10.0226110 9.1552645 9.1584294 5.0970756 14.1862506 14.4776149 11.1099376 7.7946154 10.2004904 -1.2604975 -0.2604975 -0.2604975 2.9094467 13.9285750 7.8892697 8.9256369 12.1927933 NA 8.4137151 9.0624874 11.1036573 4.3244866 10.6754243 9.7852823 9.4606218 8.2747979 9.1167330 11.4539828 10.3519304 9.4181227 10.8522879 7.9243980 9.3001516 8.0793728 10.8119903 3.9046286 7.2951086 10.2193029 0.00000000 0.01195800 -0.41970000 0.04273200 0.03580600 -0.34973000 -0.07854400 0.01377200 -0.05752000 0.00000000 0.00000000 0.00000000 0.01195800 0.01195800 -0.41970000 -0.41970000 -0.41970000 -0.41970000 0.03326700 0.02679500 -0.06477700 -0.34973000 -0.16612000 -0.16612000 -0.07854400 -0.04251700 0.33610000 -0.27200000 0.02398700 -0.00027724 -0.05752000 0.000 0.000 0.000 0.000 0.000 0.000 0.336 -0.272 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.177 0.000 0.000 -0.420 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.350 -0.350 -0.166 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.336 -0.272 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.177 0.000 0.000 -0.420 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.350 -0.350 -0.166 -0.166 0.000 0.000 10.0358653 6.6098879 9.9921881 6.6830929 -0.2604975 8.9206750 11.2463261 11.2157448 10.4008554 11.2096527 10.4233945 0.3244650 6.3761480 9.5257923 3.6464161 8.1080288 10.5306855 6.3833794 NA 6.4048589 4.4944092 2.8269857 8.9992658 5.6464133 10.1153712 10.7951440 10.9364566 7.8136638 1.0614306 NA NA 9.5363735 7.7423377 8.7253646 NA 7.0109857 10.702419 10.350086 8.292192 10.173108 8.641898 8.031845 10.289788 4.622163 10.083818 9.311275 6.716803 7.464037 10.259650 9.268953 13.492478 10.762584 10.060323 13.192150 12.175193 7.274798 9.334780 10.028965 8.566071 9.856516 7.600609 13.249174 8.909448 8.341293 5.634341 3.783918 11.078816 9.306528 13.048075 8.443426 12.105845 8.872665 7.958691 9.698800 10.370245 8.816338 14.407355 11.743973 11.288585 12.796584 10.636233 4.546876 9.830958 9.853265 11.065390 8.915696 7.826986 10.197416 12.900812 10.828973 11.331045 3.198950 4.968340 6.527425 11.112388 12.141469 7.575573 0.324465 NA 10.061451 12.798783 11.224756 7.215256 10.970744 11.331512 12.973367 10.795144 10.041590 10.309378 6.848047 10.282554 5.816339 9.076029 6.899394 10.237873 7.924398 8.376147 12.812150 9.204068 11.563089 10.025503 2.198966 14.134588 6.883416 5.728206 8.297197 10.440396 10.205599 4.097071 9.191764 10.038731 8.542039 11.888635 6.467443 12.417242 11.872344 3.546882 12.474338 10.951107 10.309378 1.061431 10.772257 9.768119 1.909466 10.345928 8.474232 9.193822 8.077145 9.580301 9.666308 5.559703 8.833600 6.309378 11.664706 10.691448 11.735466 12.400187 10.465741 11.209673 10.136662 11.096525 8.583444 6.140402 10.115105 9.563686 1.909466 5.868805 NA 10.447313 10.797751 9.356071 3.597507 8.413715 8.577150 10.005138 TCGA-CJ-6027 77 1 3615 NA kidney stage i t1a nx m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.907407e-06 5.548821e-07 12.1621621621622 22.972972972973 20.2702702702703 31.0810810810811 13.5135135135135 6.8899651 10.6805813 9.2715748 8.0688229 9.8456056 6.8211426 NA 8.7903768 9.1222441 0.1440464 2.4572528 4.6251360 0.8809597 8.0786840 6.4659386 10.4764199 12.1053394 1.3664201 8.2681316 10.7065708 11.4631179 15.2746935 9.9319129 11.2592708 8.7277200 6.3072409 6.5758554 13.6321048 5.8988976 NA 7.2756273 10.1107560 9.9116431 9.6358634 3.3664062 -0.4410467 12.6808241 9.6960389 11.7456263 8.9663157 7.9055615 5.4170288 10.3297117 11.1011124 7.3887707 11.6734408 5.2594872 10.3068212 11.3061918 8.5604559 7.0865248 4.7488744 10.9146742 10.7195495 9.8910844 7.6753918 0.5590512 10.5208375 1.5590512 9.5222618 7.8877227 2.3663922 10.4663141 10.0112890 8.2367676 10.3804949 2.0184917 7.0865248 9.8093463 4.2869698 10.7905690 9.0081964 8.4538657 3.1440137 11.6135707 10.9494855 11.0720351 9.4978335 10.1169900 14.7909815 9.5088745 7.2937576 10.3080791 4.6251360 10.0297067 7.2136836 10.6170396 6.7878660 13.6668370 3.0184739 8.4664493 8.4674405 8.7426833 9.6000223 -0.4410467 9.4897852 10.6494911 12.2169245 8.2801472 14.4788003 8.3824152 10.7340515 7.5132444 12.4747405 0.5590512 9.4629296 13.4368591 9.2464235 7.7289728 6.1956724 10.2724343 7.1136370 11.5233887 10.6109364 8.7685013 8.9416718 9.3131003 9.2724343 1.5590512 9.7005164 8.1847568 9.8034116 10.1970311 9.4920008 7.6960390 12.0047973 9.3672077 13.1881198 1.3664201 2.5590512 10.2092020 9.9083290 8.6197439 9.6048075 NA 0.8809597 0.1440464 14.0952343 4.4897870 10.9340873 9.3542758 9.1920430 9.7824462 9.4674405 4.9340871 7.1174686 8.2971400 10.8319691 10.0914038 11.8419407 10.6034419 8.3089174 10.7324126 10.9923724 2.3663922 2.1440137 3.9853092 8.5952213 4.5814175 NA 10.0962662 11.5188687 8.9652527 9.2920632 8.9088819 0.1440464 9.8542427 8.0327538 9.4072716 8.7745809 6.3072409 9.8004352 5.0826089 4.4897870 10.2984065 8.1938590 11.4871960 11.9087437 10.2933340 9.0835894 11.8272974 9.1865818 9.1755967 9.6643015 9.0767173 3.4170288 7.1992925 10.8267124 10.5559943 6.9809861 10.0246142 11.9778228 7.8490666 9.7389569 12.2332401 11.3706232 5.2172579 10.1797259 8.5185135 6.9340871 9.2208259 NA 7.4324918 6.3728285 12.0069059 10.4565151 8.6197439 11.1416603 10.9072227 8.6385326 2.5590512 11.0094523 9.4621765 8.6544448 10.0568997 0.1440464 4.7289708 5.0668426 3.0826174 7.5786384 2.7289653 10.8579696 4.6675743 11.3140897 8.2700434 NA -1.4410467 10.9739972 10.2581864 11.0759789 11.4162513 10.1411898 9.2190436 8.8114177 6.2421833 10.2411646 11.1222441 10.4934758 11.4066924 -1.4410467 NA NA 10.0573984 9.8205551 8.6518048 6.8854767 11.4912626 10.9996575 9.7049800 7.6817725 10.7818427 NA -0.4410467 NA 2.9513640 13.9523042 7.4838601 8.3728289 11.1076289 NA 8.7525733 9.6943595 10.7299117 4.4170288 10.6411968 10.1788092 8.6753918 9.0598898 8.9427520 11.5967663 11.0536534 9.4771657 10.7182884 8.1829291 9.9437398 5.4538665 9.7017930 2.4659484 7.2237083 9.5569329 0.158710 0.023527 -0.453320 0.137570 0.027880 0.022826 -0.022371 0.566090 -0.137460 -0.579230 0.158710 0.158710 0.023527 -0.577260 -0.552910 -0.552910 -0.551820 -0.551820 0.035061 0.137570 -0.561190 -0.571030 -0.563880 -0.563880 -0.019215 0.012895 -0.097502 -0.567360 -0.027299 -0.015642 -0.137460 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 -0.552 -0.552 0.000 0.000 0.159 0.159 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6.513244 8.992633 6.993675 2.018492 11.412747 8.026653 13.008906 9.093351 13.188120 9.300515 7.471937 10.584533 10.929463 9.192043 16.075371 11.841941 12.546845 13.737285 10.843583 1.366420 10.690905 7.962060 11.788467 8.193859 8.434029 10.590060 12.991002 12.127954 11.648664 5.536326 6.423234 5.417029 11.181786 12.248391 6.471937 NA NA 10.396676 13.053841 11.849048 7.010258 10.672790 10.8673869 12.5099681 10.4764199 10.7065708 9.9319129 8.8398185 12.6898597 7.1626743 8.2852658 4.4659353 9.8040063 7.3887707 6.7087956 11.8865906 9.5972809 11.8719308 10.0179670 0.5590512 12.6179697 9.1095831 7.0904290 7.9925917 10.9596604 9.4378650 4.2029035 8.2681316 10.3280591 8.1992930 11.7663672 6.8536689 13.1470011 9.6734409 -0.4410467 11.8109739 10.4916317 10.2472981 1.1439811 10.1430708 9.5384730 4.1136338 10.8525194 8.6518048 8.7463998 5.6358646 8.9088819 9.5476118 6.6143300 7.5924705 1.3664201 10.8267124 10.4587824 11.0879902 12.0069059 10.3493964 11.0752403 10.0568997 11.4269056 7.9121948 6.4477908 9.6136521 9.8724977 2.8069839 NA -1.4410467 10.4363320 11.1841448 9.0747476 3.4170288 8.7525733 8.1458878 10.1668405 TCGA-CJ-6028 58 1 1625 NA kidney stage iv t3a nx m1 male 2003 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3673763 7.8746365 3.2135650 11.0001673 10.2785830 11.0315139 8.7054240 3.5920862 10.7980487 -1.1084253 8.7940181 7.7955248 5.8105048 9.9160899 9.8831647 8.8874101 9.4538852 -1.1084253 6.4385374 9.3653485 NA 11.5408990 8.2113150 9.2067924 4.6730023 12.5826884 13.5396071 11.0746578 8.4614983 9.5173517 15.1318006 9.0937667 8.1700923 11.2645079 4.3179046 9.9091472 7.9631053 11.1727035 6.9414914 12.2771008 0.4766409 8.0946235 7.5100283 9.9604211 8.6263526 1.4765891 9.3531223 8.9550378 11.9867101 7.8746365 14.9667363 10.0356636 11.1818403 8.9671219 10.3754586 NA 6.0311945 12.6703360 10.2801983 7.2796598 5.7620086 9.2158235 8.6565142 8.9042673 10.6897096 9.5720023 8.8472926 8.9374024 9.6178610 5.1584299 10.2693957 8.5938154 9.1276570 10.2436862 9.0001674 7.2796598 12.2939448 9.9590772 13.8411504 2.9791108 2.3510629 9.7284821 10.1360066 7.2135709 10.2850333 NA 7.2579648 NA 13.6091051 7.3551669 10.0696851 10.3351045 9.6498660 7.9028701 8.2666821 4.8916428 5.8341575 11.3309543 11.0830105 9.5155242 11.7579558 11.1363039 8.8341572 10.8835189 10.5246380 4.0209288 3.1395677 2.7985275 8.0590610 6.3510753 NA 10.2242389 13.7614294 9.4681271 9.3063281 10.1204615 5.4770556 10.3889957 7.7118218 8.8868306 12.4932975 6.4385374 8.5246381 5.6058884 6.6058884 9.5972753 9.3084403 11.2084900 11.5386515 11.8552614 7.4073426 10.5591979 9.4906259 10.5667178 10.5933824 8.0413898 1.6990185 8.2314929 11.3739466 11.7525630 6.5310196 8.8646226 11.6233861 8.1513860 10.1270588 11.9605890 11.0183473 4.9577336 10.4098042 7.4769058 5.5210005 6.5711231 NA 8.8559838 7.1862638 12.7061252 10.0279932 9.2101857 10.6506988 9.8979689 9.9091472 4.7985327 10.2999407 8.7387003 7.8660573 9.8867033 0.8916525 3.7496201 4.7496254 7.6396677 7.5100283 4.4766085 10.8501955 5.8574262 10.7294718 6.8341575 NA NA 10.5622991 9.7418296 11.0643829 11.4838663 9.6398358 9.0876302 8.8458391 6.4190416 11.1945673 12.1007915 10.4985107 10.8926991 -0.1084253 NA NA 10.1753100 8.9028701 9.5118627 8.6779123 12.6901146 12.9101908 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6.578143 5.351074 6.520999 10.781147 12.603525 6.484099 -1.108425 NA 11.336916 12.784091 11.595110 7.081467 10.853816 11.5580887 12.9198943 11.1413489 11.0337499 9.7189856 9.0105838 12.4494655 7.2180720 8.4230243 6.4385374 10.7627780 5.4462331 6.4230251 12.5471691 8.1560856 12.2772356 11.1607695 2.0615688 12.5126644 7.9348614 7.3137075 8.7436728 10.1543250 10.3919868 5.1770447 8.5373011 10.7480684 8.2967841 11.1654384 7.7371331 13.3894323 10.3515867 1.8916525 12.4253376 10.7018127 11.3612847 0.8916525 10.9506492 9.5851299 6.7985340 10.3869982 10.4906258 8.7387003 8.1908509 10.1204615 9.2024145 9.7955246 8.4053704 4.0209288 11.3739466 10.5081916 11.4452721 12.7061252 10.0502524 11.3520987 9.8867033 10.4756658 7.6093191 6.2314919 9.2775052 9.8105061 2.3510629 1.4765891 -0.1084253 11.2707504 10.4606677 10.0603149 6.9250654 8.9360369 8.1466715 9.4269182 TCGA-CJ-6030 65 1 2299 NA kidney stage i t1a n0 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 -0.493 -0.493 0.000 0.000 9.9512234 7.0067895 10.0876106 6.8264061 -0.7230865 8.9912619 11.8917099 9.8045763 10.5505910 11.2679264 10.1374218 1.3737874 6.7488342 9.3603476 4.4612601 6.4665521 10.4760983 5.5235431 -0.6261569 6.8815888 5.7661128 3.6591939 8.7324456 6.1017152 10.5216418 10.7439370 10.3003388 8.2851867 -1.6263796 -0.6261569 NA 8.9894240 7.6775752 9.4972693 -0.6261569 7.6615066 10.5286126 10.3060093 7.6568832 10.9944725 8.6335377 6.3510753 10.8815891 4.4823191 10.0409061 9.7351901 6.8535753 7.2956358 10.2648187 8.1665849 13.3410658 10.3170419 10.1357612 12.8919559 12.7553375 6.9245418 10.1148400 9.3177744 9.8894944 9.5530817 6.2926585 13.4712917 8.6323606 9.8646454 2.4612666 1.9587685 10.6923373 9.0086057 13.2391412 9.1361765 12.7382028 9.3617690 7.7291455 10.9073676 10.5917522 8.8993152 13.9396106 11.9893012 12.3395788 13.1797399 10.6792863 0.9587313 10.0554721 8.3737944 11.0830937 9.0004161 8.0067895 10.2893004 12.9595200 11.9524031 11.2485819 0.9587313 4.7313462 7.5004993 10.9937852 12.7236977 7.3989343 -0.6261569 NA 9.5248110 12.9701008 11.4297378 7.6429210 10.9632116 11.1046892 12.6050907 10.7439370 10.7142010 9.9182761 8.2082656 11.5648538 6.5734669 8.8332263 6.2192847 10.2693698 5.7047115 5.8495290 12.3938056 9.6481726 11.8977240 10.0409061 2.3737874 14.1400905 6.5963955 6.5685520 9.2517151 10.1706453 10.5700893 6.6591967 8.3933853 10.2341056 7.7269415 11.7868935 8.2806849 13.0289898 9.9741721 -0.6261569 11.5586699 10.2445445 10.2799336 1.5437433 10.8029397 9.5929630 3.3738013 10.8079015 4.9885029 9.0488694 8.6062153 9.3667329 9.3715456 7.1219872 9.0576663 2.5437186 11.3263538 10.5238591 11.7442095 12.5951551 10.0781305 10.9180345 10.4321246 10.5374442 7.9512235 7.7024692 9.4331389 9.5710112 1.6957266 -0.6261569 NA 11.1565880 10.6648673 9.2632985 2.4612666 8.9002938 8.8146635 10.2464694 TCGA-CJ-6031 54 0 NA 1906 kidney stage i t1b nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 3 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5476750 11.6741293 10.6849137 10.3085823 7.5906574 -0.4065984 10.4922081 0.1784916 9.1889970 7.5707581 -0.4065984 9.7814489 9.8300905 8.9900830 9.7026821 NA 6.7833034 9.3525343 5.1933893 11.2921829 9.0374577 10.2960840 5.7330289 11.7871761 12.8482855 11.0144912 9.0549578 10.3793394 15.8461622 9.2597023 8.3715554 10.3541982 4.4263654 9.4738271 7.6676197 11.0572581 9.6534986 12.4136573 1.2234225 8.4519879 7.4200267 10.7952959 9.3171392 3.2939149 9.6213843 8.9804187 11.5821630 7.4852618 15.1123486 9.7052661 10.1195471 9.3830119 11.4352392 NA 6.8126471 13.4758348 11.2368836 7.5447628 5.8602651 7.8222968 9.6528227 9.2614768 10.5164343 8.3111548 9.2301028 9.0762862 9.3366297 NA 9.6012064 8.8696028 9.1062187 10.0767902 9.7814489 8.3213987 11.8295478 9.9733982 12.0628657 4.1480637 2.2939296 10.0488055 9.0207911 9.1727943 9.9299849 NA 3.5476719 -1.4065984 14.0828559 9.0813183 9.9091939 12.3182053 8.6582211 9.6330828 10.0102758 5.0529114 6.9018178 10.1873362 10.6835908 9.7130679 11.4407686 10.3008375 8.1345747 10.5112233 10.7143641 6.2228355 4.3483670 2.5003687 8.6809411 5.3077236 -1.4065984 9.2091080 13.1719100 8.6901936 9.5899518 9.8090113 3.1784438 9.2895765 7.7508255 9.8043443 11.4324852 8.0732584 9.1032532 7.6888755 6.9917520 9.4537894 8.8508663 10.7435429 10.9903506 12.8362058 9.3298802 12.0023387 9.3425096 9.7627770 9.2454270 8.8672738 1.1784278 7.8903944 11.5247699 8.3017692 8.1413756 9.5505804 11.4597913 9.3315706 10.0610838 11.8278467 10.8564540 6.6433266 10.0155430 8.5924634 5.9422072 7.6460467 NA 9.0742686 6.8318836 13.2487854 10.4028445 8.7343079 11.2860938 9.8502767 9.7451291 5.4008316 10.8253445 9.1840653 8.1652311 9.9471765 2.5003687 5.1633337 8.2799787 7.8601478 7.5793205 3.6809432 10.5650219 6.3213996 10.7599552 6.7250785 NA NA 10.8375448 10.6615847 11.0570027 10.8464393 10.6656109 8.6144581 8.1591518 5.4918082 10.7780438 11.1177752 9.8869499 10.8829209 0.1784916 NA NA 10.0369400 9.2921829 8.9554221 5.8880978 13.1494454 13.8179322 11.2291964 7.8474677 10.5308521 1.1784278 1.9154062 NA -0.4065984 13.9464528 7.9510305 9.0018082 12.2644664 NA 8.6622564 9.0435452 10.6351375 4.5707604 10.4487361 9.8788806 9.3154320 8.7150117 9.4224082 11.0838278 10.3124392 9.7539800 11.1096708 8.0651533 9.4018152 9.3264935 10.7839204 4.6073895 7.0621023 10.5093577 0.00444110 -0.00539920 -0.00290910 0.37611000 -0.00013862 1.81430000 0.00041593 0.00263570 -0.00995650 0.01307400 0.00444110 0.00444110 -0.00027724 -0.00539920 -0.37482000 -0.36873000 0.00069327 0.00069327 -0.00083160 0.00027728 0.00000000 0.00138680 -0.27691000 -0.27691000 0.00360760 -0.00113570 -0.00360110 -0.07614500 0.01530800 0.00847430 -0.00995650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 9.9836472 6.8602651 9.8084045 6.8650812 1.5934972 9.2291964 10.4124599 11.0108825 10.0798105 11.4016059 10.0108035 1.5934972 6.5934778 9.7702747 3.4514617 7.7808304 10.1398905 7.6888755 NA 5.3878933 4.7020036 0.5934972 9.0322700 6.4389681 10.2912668 10.8216957 10.7052171 7.9444175 0.5934972 0.1784916 1.5934972 9.7059178 7.3111543 8.9086280 NA 7.1403727 10.172794 10.226928 8.182193 10.309440 8.699387 8.079308 10.189668 4.951028 10.097801 9.419232 6.897259 7.675628 10.145187 8.909760 13.278227 11.100777 10.134575 12.481651 12.866764 6.788235 9.391950 10.145187 9.302562 9.501871 6.827097 12.941238 9.079308 8.636506 7.547674 4.208189 11.260812 9.638555 13.014294 8.384641 12.062866 8.311155 7.304285 11.903665 11.006048 8.658221 15.178514 11.440769 11.742749 14.037361 10.824399 2.400838 10.460371 10.387488 10.542940 8.850866 7.345022 10.025498 12.604443 11.229876 11.578431 4.637871 6.077294 6.328188 10.810830 12.017645 7.117040 -1.406598 -1.406598 8.295651 12.914843 10.915674 7.230103 10.846144 11.8665454 12.6417949 10.8216957 9.7571280 10.3624896 7.9685176 10.7492452 6.0853312 9.0833261 7.2373343 10.0160688 6.9018178 7.5153190 12.8644276 8.5991028 11.5825179 10.0071062 1.5934972 13.2913147 6.5262238 6.0028690 8.6112192 10.1542888 10.3483658 4.7020036 8.7870037 10.2269276 8.1815747 12.0088239 8.1248595 12.4290353 11.9810918 2.4008385 12.0877089 11.0073707 10.6551870 2.9154062 10.4208210 9.4080607 2.9857919 10.4996173 5.7020036 8.5447632 8.2852219 9.8090113 9.2020565 6.8222968 8.4499039 6.6213838 11.5247699 10.4136572 11.0239308 13.2487854 10.4950994 11.0641371 9.9471765 11.2012709 8.2427344 6.0610849 9.8794584 10.0228850 3.4514617 2.9857919 0.9154062 10.3533665 10.9057657 9.2667875 3.1170467 8.6622564 8.3781132 9.6440071 TCGA-CJ-6032 63 0 NA 3639 kidney stage ii t2 nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 3 2 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9211863 9.9826220 10.3412781 4.4296494 11.8162427 12.1514683 11.8662515 8.3352742 9.6735752 16.3839798 9.2935098 8.6391030 11.0803234 4.2261154 8.5783266 6.7553697 10.8715017 5.1590034 13.3589469 0.1816751 7.0344391 8.9164316 10.9620567 8.8821619 -0.2332776 9.4757683 7.8488339 12.8531525 8.1774893 15.6708367 10.0624535 10.6919967 7.5611008 11.7629226 NA 0.5036540 13.5098009 11.7163897 7.7760467 3.5740409 9.4555177 9.9519730 8.6493277 11.6044439 9.6225913 8.4165396 9.4974377 8.1590019 NA 10.4857882 7.8786898 9.9663569 9.4296496 8.8585608 8.2082456 11.6541400 9.3064896 13.5410255 NA -0.8183249 9.6163503 10.2856655 7.8925282 10.3513339 NA 4.4671229 -0.8183249 13.0832961 9.7680927 9.9647202 14.5476514 9.9850460 9.0658927 9.3428538 3.5740409 6.5215722 10.5554029 10.9064491 10.0225000 12.6625981 10.6421780 8.6493277 7.8506069 10.3081038 2.1817069 0.7667224 5.0643655 8.1198313 NA -0.8183249 8.6604916 13.1449794 8.9457642 8.8246762 9.3881260 4.5595408 10.6003653 7.9581548 9.0562348 13.7502126 7.9248737 8.4763428 5.1124583 6.0825898 10.2295276 8.8976839 11.5138985 10.7527636 13.1880043 8.3923934 11.2154891 8.6215530 11.3642716 9.5793967 12.0066808 NA 7.9130414 10.1435335 9.1135158 8.8720955 9.5098360 12.1466946 6.5697387 10.4269776 11.2040898 11.0717963 3.8255821 9.8778202 7.4099637 4.2261154 6.4008914 -1.8180706 7.7363106 7.3491405 12.3589080 9.5348690 9.4057237 10.8609822 11.3899564 9.4648104 7.7208811 10.7543654 9.2075537 8.1124593 10.0046911 0.7667224 2.1817069 6.7853478 3.7052813 8.6924861 3.4296561 11.2969283 5.7208804 9.5632001 5.0643655 NA -1.8180706 10.8323251 10.2928578 10.9401535 11.2653676 10.3672170 10.2541896 8.5653938 6.4733535 11.7082213 11.4214697 10.1806651 11.6107364 -0.2332776 -1.8180706 -0.8183249 9.8633997 8.9761379 9.4746188 4.9890754 15.3542375 14.6081834 11.3558675 6.8478754 9.2464649 NA NA -1.8180706 NA 13.4829682 8.2823842 8.5847341 11.8706280 NA 8.6745768 8.8468271 11.1190958 5.9164313 9.9151611 9.4883533 9.1109804 8.5815339 8.8890811 11.8896204 11.0795675 9.9382784 10.7111526 7.7496784 9.6132091 7.5103971 9.5847341 4.1380117 7.6603703 9.2288459 0.47856000 0.44003000 0.01140000 0.05736800 -0.00083160 0.00166420 -0.51928000 -0.01081500 -0.02985700 -0.00124730 -0.00124730 0.47856000 0.44003000 0.44003000 -0.50391000 -0.50391000 -0.50391000 -0.50391000 0.01209700 0.05736800 -0.50867000 0.00017234 0.01502800 0.01502800 -0.50339000 -0.00235530 0.00471900 0.00249690 -0.00304750 -0.01684100 -0.02985700 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8895125 6.6370494 9.9540366 6.2755882 -0.8183249 8.0704655 10.5196227 9.4408887 8.7982709 11.2948489 10.4189320 -1.8180706 6.3263809 8.9630819 3.2261231 8.9299149 11.1857669 5.1124583 0.1816751 6.3212733 4.1589994 NA 8.8019418 6.7779115 10.8672658 10.4943214 10.5843584 8.2823842 1.3516283 NA NA 9.8660323 8.0459082 9.2329310 1.3516283 5.9028213 10.4849320 10.2925316 7.8435003 9.7453950 8.4069295 5.6815673 11.0094617 5.4008897 10.0397031 10.0493869 5.3314688 6.9793840 10.4534768 6.8255783 13.7840150 10.2598728 10.2478112 14.1829983 11.5256018 8.2784374 8.1315488 9.7820996 7.0240725 9.4723170 5.2585378 13.0266729 8.5889897 8.0019007 3.5392705 2.4296427 10.5796640 9.5025226 13.5855995 9.4355696 13.5410255 8.7918242 8.3838460 10.1781955 12.1982692 9.9850460 15.8801961 12.6625981 11.0563193 12.4231839 10.8078874 -0.8183249 10.8957529 10.9472154 9.7377491 8.8976839 7.9614416 10.0451340 13.0484214 10.0482283 11.4963039 1.8821735 5.4105412 5.9761391 11.5977278 12.8715017 6.9231896 NA NA 12.4633623 12.3780168 11.4669769 7.1475062 10.1467848 11.1925998 13.2634967 10.4943214 11.1964400 9.9955032 6.2531838 12.7886477 5.9826217 9.0224999 5.6246653 10.1939974 6.7363113 6.8074309 13.0470092 9.3301987 11.5161350 10.5433918 0.1816751 13.6609655 6.8378247 5.3616315 8.9425001 11.1187280 10.0110484 2.5740288 9.4266805 10.1260680 8.8682225 11.0084691 6.5304500 11.0940500 9.8314273 -0.8183249 11.2180674 10.0897393 10.3183928 0.7667224 9.6406412 9.7252372 1.6411761 10.1457018 0.5036540 9.2006176 6.1300886 9.3881260 9.5321806 2.5740288 8.8345671 4.2261154 10.1435335 10.1539839 11.2264577 12.3589080 10.5237968 11.4138432 10.0046911 10.7298215 7.4763428 5.1005867 9.4624929 8.9341028 NA 6.2478117 -0.8183249 11.3043883 11.2000996 10.2202981 3.9630857 8.6745768 7.1760754 10.1543430 TCGA-CJ-6033 54 1 224 NA kidney stage iv t3a n0 m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 1 6 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2.080808e-06 6.936026e-07 14.8148148148148 24.6913580246914 17.2839506172839 25.9259259259259 17.2839506172839 8.1771808 10.1525657 7.2884804 7.6454603 10.3567159 7.3215710 2.7068620 8.6947757 8.9505641 NA 2.6587827 4.3182951 5.8223376 10.0600079 7.0604982 10.4038286 12.1020381 4.0287901 9.3980230 9.7457800 11.6784046 14.7733709 10.2847095 11.1380104 7.9463267 6.6349678 6.4134536 13.4694276 6.6610569 NA 8.5439633 9.0780326 10.2229988 10.1058423 2.4438188 -1.4631513 9.0702659 9.1599031 10.9639869 9.0126695 6.9420769 6.2648573 9.6591170 10.9206403 8.0526360 10.4900412 6.0126692 11.0967911 12.1156625 9.0287890 6.9463273 3.8588662 11.2964082 10.4524420 10.4801834 7.3949171 NA 10.4530506 -0.4631513 9.8292577 7.3378359 1.7068620 10.2146557 9.4134530 8.4765154 10.2636098 1.5369481 6.1951468 9.7043541 1.7068620 11.0030125 9.8526517 10.3875137 6.4011219 10.4303210 12.6590360 10.9399481 9.5696705 10.4871275 15.9301254 9.2901527 8.7884185 8.1789880 4.5813332 9.1162519 7.3182961 11.6831865 8.3650726 12.7971941 2.3442888 8.3814378 7.4317542 10.8004987 9.2040475 1.9963526 9.9173971 8.7548938 11.1816936 7.7218115 14.8291354 9.5091978 10.8982466 8.9260297 11.9144178 NA 7.0407620 12.8968228 11.2916148 7.6217442 0.5369481 8.9705215 9.3166553 8.9850524 11.4245375 9.1105833 8.9663428 8.2750285 9.0287890 -1.4631513 9.4587769 8.9860846 9.5779107 9.8889794 9.8762293 7.2234370 11.6104986 9.6023522 12.0483181 -1.4631513 0.5369481 9.9070786 9.2040475 8.8429977 9.8616792 -1.4631513 0.8588563 0.1219437 14.2055718 9.1368489 10.5181465 12.0279122 7.4408177 10.2181745 10.3150132 4.0604971 6.5758554 10.4812821 10.5823545 10.2067070 11.3742979 10.0770640 8.0126692 8.4940379 10.8734427 4.5369357 3.1218940 6.1879874 8.6777658 10.3622923 0.1219437 9.1010856 12.7564071 8.5949277 9.0297908 9.0867206 2.1219106 9.0096268 8.1312607 10.1297668 7.2199303 6.5976325 9.5041623 6.1067922 5.9463262 9.2674061 8.4983857 10.7353811 11.7225858 11.8918741 9.8486844 12.1625307 9.6809569 9.8734426 8.8566082 10.5077610 -1.4631513 7.5397513 11.0501702 9.5130562 7.4879003 9.8878752 11.1825945 9.1387067 9.7366084 12.5333213 10.9749481 5.7657548 10.1676582 8.9335836 5.5813302 8.5127839 NA 10.9650345 6.2442953 12.7242108 9.7919646 8.7218115 11.6283714 9.9505639 9.2909883 4.3949188 10.7792885 9.4241566 8.6841409 9.7972676 1.1218774 4.4195793 5.4911316 0.8588563 7.6110772 4.4195793 10.4065299 5.9292537 10.9090012 7.0644130 NA NA 10.9886623 10.4138366 11.2269340 10.9679112 11.0768219 8.2339034 7.3018080 6.3627855 12.0078491 10.8717680 10.0277869 10.4911324 0.5369481 NA -1.4631513 9.7469986 10.2128931 9.0004603 5.2373763 13.7474933 13.6596427 10.8289700 7.8166394 10.6250618 0.1219437 -1.4631513 2.2373802 -1.4631513 13.2966162 7.2373754 8.9963676 11.9303265 NA 8.1807923 8.8730968 10.7258339 7.1951478 10.3076000 10.1298602 10.2159763 8.8452752 9.6070569 11.2625153 10.7037268 8.7907834 11.4963947 7.9010708 9.1228376 7.4940379 10.8162564 4.3198708 8.2482587 10.9811745 0.0852210 0.0000000 0.2342600 0.5906200 -0.0108450 0.2274600 0.0063400 0.0189430 -0.0529360 -0.2103200 0.0670880 0.0852210 0.0000000 0.0291840 -0.5643600 -0.5505600 -0.5505600 -0.5505600 -0.0372180 0.0022193 -0.0132640 -0.6581700 -0.3714400 -0.3714400 -0.2142900 -0.0907580 -0.0179410 -0.3819000 0.0417780 0.0276050 -0.0529360 0.000 -0.214 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.209 -0.371 -0.371 0.000 0.000 0.000 -0.214 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.209 -0.371 -0.371 0.000 0.000 10.3256543 6.8407162 9.9059880 6.6866826 -0.4631513 9.3539196 11.0300410 11.2012833 10.2754506 11.8373344 10.2172956 1.3443172 6.3761393 9.7451704 3.0604971 8.3018076 10.1653816 6.1067922 -1.4631513 7.3215710 5.0760930 1.5369481 9.0075950 4.8767870 10.5945691 10.4038286 11.0720777 7.4940379 0.1219437 NA -0.4631513 9.9287166 7.0526354 8.6571741 NA 6.3051206 10.575855 10.092004 8.315013 10.894763 8.661057 7.488221 9.754894 3.996371 9.926030 9.179890 6.876786 7.704354 10.144729 8.720572 13.295836 11.498024 9.860554 12.769882 12.764928 6.394917 9.343486 10.343486 8.589504 9.821182 5.858864 13.270428 9.503442 7.734153 6.942077 4.151648 11.237809 8.748824 12.747455 8.762143 12.048318 8.682868 6.731692 10.625393 10.939149 7.440818 15.656049 11.374298 11.166520 13.258623 10.844991 3.237380 10.780110 8.833852 10.337432 8.498386 7.716845 10.434403 13.087983 9.297656 11.234121 4.291825 6.195147 5.686683 11.043244 11.921180 7.129393 2.121911 NA 11.500555 12.849890 10.981351 7.488221 10.561037 11.4184324 12.6076440 10.4038286 9.7457800 10.2847095 6.3378359 10.6675066 5.5027188 9.0227653 5.4195793 9.8955872 8.0526360 8.1067917 12.7267560 8.9021650 11.6708810 9.7310773 2.9963707 13.1583584 6.1980010 6.2304221 8.7109004 10.3406636 9.9206403 2.1219106 8.8395751 9.8878752 7.8338521 12.2673001 5.3698259 11.0780327 11.6771268 1.9963526 11.8909099 10.9953427 10.2610235 2.2373802 11.1875391 9.3450958 2.1219106 10.1326597 7.8878749 8.2699514 7.5453645 9.0867206 9.5884577 3.4438321 9.0663667 3.3442888 11.0501702 10.5853480 11.2312939 12.7242108 10.1162519 10.7084257 9.7972676 11.4115332 8.7872346 4.9963661 10.1969319 9.6467668 0.1219437 0.6513158 1.1218774 9.5826958 10.6661128 8.8599907 2.8588563 8.1807923 8.8933880 9.8037225 TCGA-CW-5580 73 1 1964 NA kidney stage iv t3a nx m1 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.9736589 8.0299442 8.6451522 9.8082356 NA 1.7541179 4.2000335 6.4209118 9.5356881 6.4344998 11.0833971 11.9802371 8.7096935 7.8774437 11.5490222 11.4326676 13.7481393 10.0265835 11.8150696 7.7437492 7.0480323 7.7143431 12.7394277 6.6322086 -1.8873666 8.3243876 9.7765750 10.1732681 9.6218524 2.6361258 0.6975070 8.4231848 9.5503243 10.4657190 9.5953802 6.3413916 2.2824991 10.5485029 10.5461577 6.4344998 10.6183838 5.6824272 10.3572334 11.6961251 7.7920523 7.6203672 2.9199312 11.4772540 9.7185147 10.8182046 8.3886967 0.1126334 10.2360211 2.6159106 9.7143431 7.3840351 1.1125667 9.8447397 9.5064988 8.6965952 9.8994054 4.1569628 6.3604995 9.1555995 0.4344548 12.7059050 9.2210967 12.2577083 5.1678557 12.6167724 11.0230276 10.7471564 8.6861247 10.7672083 15.9238215 9.4214800 8.5048897 10.4723217 4.6517291 9.8194999 7.3122449 9.8569857 7.0898519 13.5715875 -0.8873666 7.1744564 9.4739677 10.8084529 8.6862193 3.7564256 9.3195866 8.9191219 12.4997145 8.1651402 13.3018115 9.6502759 11.0794327 7.6652414 10.7175887 NA 8.2379857 12.4211957 11.0538033 7.3509772 3.1125667 9.3085595 9.2399216 8.7645207 11.8891081 10.3085595 8.8138786 9.6193756 9.1940558 0.9199121 10.3566387 7.8319608 9.1617401 10.2648571 7.9829371 8.4778012 11.5835564 9.1867137 12.3585705 3.4344948 2.8130115 9.7640724 9.7868307 8.3281054 10.1153872 NA 0.9199121 NA 13.8729023 7.0013159 10.1883856 10.2370167 10.2486021 8.6094259 9.0269574 3.0667609 6.4434890 10.0532528 11.5022035 10.0179592 11.6046833 10.8521419 8.6262997 8.7823430 10.4720472 7.6064274 3.1569628 3.3979809 8.1418594 0.1126334 -0.8873666 9.4843488 13.2554371 9.6243248 9.7990727 9.6757685 2.6975292 10.3159202 7.6262997 9.1405128 8.6918883 7.1651402 9.2793629 4.4345015 5.9760153 9.5534413 9.5806871 11.6429785 11.2266398 13.0485199 8.4613002 10.8597162 9.2424991 10.9635404 9.5893184 9.1610591 0.1126334 8.0433095 11.5879257 12.6067353 8.1939358 9.5240833 11.1167927 8.4129246 9.8861236 11.8487627 10.9779188 4.6203694 9.6994120 7.8926855 5.7419280 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9.5097121 8.2673902 9.4373153 NA 4.9069868 11.0371991 10.6285184 6.9327510 11.0614869 8.5709790 6.1012572 11.2521236 6.4876118 10.2399218 9.8003853 6.0841153 6.3365744 10.5367385 6.9069880 13.7875644 10.1178459 10.4143542 13.4600206 12.7480840 7.8906491 8.6527002 9.5150515 8.3652376 9.3365740 3.8404934 13.3473148 8.6862193 8.9736592 5.0194617 2.9705592 10.3235479 10.4924920 13.9503726 8.9415019 12.3585705 9.7681029 8.0403500 12.5089094 11.4637875 10.2486021 15.4256324 11.6046833 12.6394382 13.2902253 11.0792579 NA 9.8753695 9.2086285 11.7562029 9.5806871 8.0696742 9.9748221 13.1550438 10.6534268 11.6391852 1.2824991 5.6594679 5.3793576 11.3415412 12.6738005 6.6900008 NA -0.8873666 11.2176623 12.8436260 11.9307429 7.4590857 11.0857314 10.9051591 13.1529047 11.0833971 11.5490222 10.0265835 5.5883069 11.8220869 7.1786619 8.6014165 6.0073906 10.3247646 6.4344998 8.0594786 13.1179516 10.0823185 12.0012204 10.6344180 3.2000335 14.4326323 7.0174777 6.5005902 9.0964709 9.6637998 10.0609395 5.2418554 9.0020760 10.1477150 8.1403400 11.3730508 6.8268179 11.6444410 10.2518038 4.4163534 11.0083368 9.9363374 9.8519309 -0.3024041 11.8787905 9.8404927 2.9705592 9.9391208 6.9004744 9.5230236 8.3097887 9.6757685 8.9248538 3.4344948 9.0855521 5.1237986 11.5879257 10.5177137 11.8902385 12.8917273 10.2109333 10.9440774 10.0700371 10.8757846 7.5430249 6.7272820 9.2399216 9.4485209 -0.8873666 2.8674616 NA 11.1671765 10.7293600 10.0366423 1.1125667 8.7263616 8.3616855 9.9399149 TCGA-CW-5581 44 0 NA 2799 kidney stage i t1b nx m0 male 2003 2799 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.2113861 10.9486760 11.7888115 8.8372908 10.1481276 10.6033878 11.4829305 14.0195611 10.1235098 11.4685990 7.6247801 5.1165228 8.1408293 11.1163046 5.1982073 -1.5700360 8.3399159 9.7131112 9.6979800 9.8909906 3.9846076 -1.5700360 8.5949299 9.3073069 10.4733920 8.9535848 4.8562886 8.1998608 10.0837637 10.0752310 4.9691827 10.3255982 5.9998783 11.2813816 11.0412783 8.1217666 6.9846121 1.5999366 10.4422983 10.0580127 10.6226239 7.8351643 5.3426721 10.8922542 3.0576236 8.2470066 7.9903559 4.8394155 10.7003182 9.7743188 8.5385475 9.4535832 NA 5.4744166 9.5823078 5.8562886 11.3340930 9.9153491 9.4008479 5.3248394 12.0451456 11.9113178 10.2914975 8.3856726 10.3092233 16.4415450 9.1865793 8.4215448 10.6871161 3.3842156 9.3293797 7.6779507 10.5068385 5.3725378 13.6603812 1.4425985 8.3083345 9.0926913 10.6585410 8.8832936 3.1304697 9.6130380 7.7542034 12.7915555 8.1664247 14.5163597 10.6932921 10.5476952 9.5605935 12.0370064 -1.5700360 3.0149801 13.1873608 11.8224745 7.0882349 3.3369118 5.6968090 10.0575568 8.0428916 10.9848516 9.0196741 8.4384517 9.6642416 9.4606899 -0.5700360 9.9098031 8.7211935 9.8971189 10.4176422 9.0121650 8.4286135 11.5047063 9.6666352 13.5804049 1.2373802 NA 10.1064208 10.2825524 9.1112614 10.5437651 NA 6.8309018 1.4300176 13.5160762 9.1528304 9.7292309 14.1558950 10.3747350 9.1689596 9.2676507 3.0149801 6.3900245 10.9669986 11.2686360 10.0993510 11.7856754 10.6705161 8.2081002 7.6345940 10.6269323 4.0738802 1.2373802 2.7519564 8.7620594 7.0373537 -1.5700360 9.4370502 13.1885584 10.1182732 9.0602901 9.5260792 2.0149979 9.7355147 7.5227800 9.0655777 12.0523036 7.9903559 9.6785435 6.0224810 7.0593791 9.7298032 9.4257901 11.1388912 10.5819907 13.3612221 9.1579433 11.7478594 9.6510058 11.5554364 9.1672704 9.5267381 -1.5700360 8.7451724 11.3212370 9.2575481 8.7741967 9.6714103 11.7716807 7.4300226 10.2228133 10.5996348 10.6037001 4.8394155 9.5631652 7.6318529 4.7698722 6.2309235 NA 8.8050622 7.5068383 12.5945370 10.1438390 9.7257918 10.5385474 10.0447328 9.6241642 7.4073026 10.8798628 8.8158853 7.2179257 10.0652875 0.4300711 4.4073052 6.9652983 4.0149890 9.7654132 4.5385444 10.6068194 4.9998783 10.5036925 4.6588398 NA NA 10.9464616 10.5234405 11.1515494 11.1955162 10.1291615 9.5759550 9.2201921 6.5138207 11.4447408 11.4745878 9.9223769 11.2381827 2.0149979 -1.5700360 NA 9.7614997 8.9807697 9.3878504 6.4356469 13.3476747 13.9996709 10.7578562 6.7723647 10.1033320 -1.5700360 -1.5700360 NA 0.4300711 14.3631833 8.8853501 9.1365190 11.6099320 -1.5700360 7.9807697 9.1280157 11.3176243 5.1442667 10.6959309 9.8441796 9.8335675 8.6370371 8.9457227 11.9367024 11.1693816 10.1890788 11.2105627 7.3900245 9.3585413 8.4565462 11.1011216 4.6663249 6.9816929 9.5936725 0.00000000 0.00638710 0.01460900 0.52485000 0.00152550 0.00291330 -0.52440000 -0.00954260 -0.00027724 0.00000000 0.00000000 0.00000000 0.00416320 0.00638710 -0.52940000 -0.52940000 0.01307400 0.01307400 0.00638710 0.00332990 0.01656500 -0.00427950 -0.00180140 -0.00180140 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6.517485 6.639477 10.163886 6.548964 13.705602 10.442298 10.116523 12.540425 12.629695 7.889455 8.622316 9.608688 7.427202 9.484627 6.843651 12.538139 9.269227 8.342912 3.130470 2.751956 10.423315 10.306540 12.605105 7.913838 13.580405 8.904743 8.612417 9.198207 10.734374 10.374735 16.478254 11.785675 11.589264 13.649343 11.557695 1.014998 11.007216 9.529371 10.473734 9.425790 7.357801 9.765971 12.809537 10.368867 11.540991 5.088235 5.171491 5.336912 11.493755 12.209229 6.123509 -0.570036 NA 10.587054 12.440988 11.388393 6.893548 10.445786 11.2611322 13.4301110 10.9486760 10.6033878 10.1235098 7.0953590 10.0913556 6.0593791 8.9855707 5.1304614 10.4516969 4.9691827 6.8137273 13.2187835 8.9989291 11.8223403 10.1226384 1.7519350 14.1695135 7.1186577 5.1165228 9.1158141 10.8150764 10.2365725 3.3842156 9.6874107 10.8825215 8.7776443 10.6897662 5.8894541 11.3646352 9.6921178 0.7519778 12.2006868 10.4648219 10.2876152 -0.5700360 11.2741402 9.7234946 1.4300176 9.7320906 6.1849110 9.5128372 7.7765363 9.5260792 9.1106814 4.0149890 9.0410477 6.5014853 11.3212370 10.2723733 11.0222464 12.5945370 10.7809621 11.2593492 10.0652875 10.8391486 7.7542034 6.2048098 9.6968095 9.0639262 0.7519778 6.5678846 -1.5700360 10.3145751 10.6832381 10.1957233 4.0447351 7.9807697 9.0882344 10.2430023 TCGA-CW-5583 51 0 NA 2489 kidney stage i t1a nx m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8551690 3.8503794 0.6176746 8.2887304 9.6322986 10.2157726 9.1397130 5.3070204 2.8193616 10.3157301 10.2929715 4.9822909 9.8222912 5.7633983 10.6233446 10.2131641 7.9324167 7.3126007 2.2957818 10.4075797 9.6875727 10.6041310 8.0836947 -0.1191969 10.8019780 3.0383308 9.4016940 7.9378434 -0.1191969 10.0309249 9.5058544 8.4442687 9.1606747 1.2957818 5.3510735 9.1191593 -0.1191969 12.2018370 10.1408900 12.1699088 5.3292133 12.1359208 13.4819449 10.1381424 8.7167523 10.4363023 16.1777961 9.8169016 8.5425328 10.4013732 4.3832550 9.8300949 7.5531800 10.8436505 5.6267078 13.0663527 1.7473444 6.6429701 10.0573432 11.7479045 8.8798148 3.2957965 9.5537690 8.0966920 12.2172611 8.0065982 14.3337430 10.8252225 10.1787980 7.4806674 10.5052454 NA 2.2957818 11.8440119 12.9503162 7.7956377 1.8807639 7.6902550 10.2331658 6.1599783 11.9479648 10.5098075 9.4688446 9.5508206 9.4657170 NA 10.3021181 8.0271109 9.3216237 10.4691568 9.6035620 8.4719653 11.4420918 9.8030911 12.9034113 3.4250698 0.2958406 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11.5009743 11.3420634 10.1553268 9.5915609 10.1222691 6.2047257 11.0188130 11.9554535 10.1059619 12.4286933 NA 0.2958406 NA 9.9836050 8.7896474 9.9260592 3.7220616 12.9636797 15.4436230 11.9654522 8.7840842 9.8296084 -1.7041594 -0.7041594 NA 2.6881132 15.0952128 9.6406426 9.0991158 12.0587968 NA 8.7996177 8.9398287 11.1849157 6.7094202 10.5866749 8.9566793 10.1518284 8.3819283 9.1444151 11.3314503 10.9829490 10.1416741 11.0950736 7.7511196 9.8929693 8.2116713 11.0156086 5.5951844 7.8536002 9.2154003 0.00388540 -0.00235530 0.01042400 0.57178000 -0.00027724 -0.00166290 0.00000000 -0.00069303 0.00958080 0.00388540 0.00388540 0.00388540 -0.00235530 -0.00235530 -0.60255000 -0.60255000 -0.60255000 -0.60255000 0.00263570 -0.00678130 0.00652620 0.00165000 -0.00362310 -0.00362310 0.00000000 -0.00069303 -0.00249380 -0.00055444 -0.00526100 0.00903120 0.00624810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5640416 6.6577357 9.8821626 6.7689293 0.2958406 9.0681065 6.4404506 10.3482412 9.3360818 11.1391223 10.2597717 0.2958406 6.0100368 8.9378437 8.1614015 8.0885821 11.0656299 8.9988304 0.2958406 6.5672549 3.9396497 -1.7041594 8.8975629 8.1676971 11.1506682 10.9986141 10.6425633 6.6838087 1.4657133 -1.7041594 -0.7041594 9.8431686 7.8863788 9.1676971 1.1031283 4.8349488 9.9931940 10.7078325 7.5149602 10.9221855 9.2759315 6.3885495 11.4487106 4.9251497 9.9224136 9.6115077 6.1159717 7.4147334 10.4966906 6.8503806 13.4989488 10.0734582 10.2536195 12.7559279 13.2102239 8.0439848 9.0581741 9.7511192 5.6966727 9.0228616 5.7387354 13.4851919 9.2543446 10.4182965 5.4954649 1.9962441 9.9324166 10.6656619 12.9674989 9.1692361 12.9034113 9.5173790 8.7335442 11.1247219 10.0418864 10.4455392 16.3043410 11.1754901 12.5264880 13.7306482 11.5196429 0.8807247 10.5371794 11.7617410 10.7314623 9.7283340 7.6423059 9.8479808 12.9792253 9.7536859 11.5781565 3.2499914 5.0771533 8.3832550 11.1962815 12.5310583 6.8075443 1.2957818 NA 10.8127231 12.4214476 11.8842572 7.4831442 11.4279704 11.4200749 13.2856743 10.9986141 11.2324299 10.3094636 5.8426872 9.9008084 6.6838087 8.6719175 6.1906089 10.3000125 4.9822909 8.4224967 13.2228542 9.0091786 11.9655629 10.8286349 2.6881132 14.5134658 6.1328524 5.8882489 8.5927541 9.9219574 9.6143348 3.9962351 9.8085324 9.9169282 9.0590045 10.9434752 5.5052463 10.7285949 10.9021972 2.6881132 11.9229839 10.1361765 10.1989206 0.8807247 11.9237818 10.4994459 2.3832481 9.5383707 6.6966713 9.2608549 8.6199727 10.0853256 9.0495937 3.9962351 8.6988040 6.6708318 11.3323091 10.3649060 10.9281056 12.9475164 10.3014165 10.9382951 10.5167749 10.8658849 7.6086747 5.1906109 9.4321424 9.5561236 1.2957818 6.9531104 NA 9.9897145 10.6396300 10.3608714 5.3510735 8.7996177 8.1769062 10.2276376 TCGA-CW-5584 74 1 164 NA kidney stage iii t3b n1 m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 2 1 3 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.0291690 10.6554198 11.5701883 8.1793095 9.6861452 8.0085457 2.8234437 8.1891564 9.1834972 -0.5689655 1.8970855 3.1860092 6.1246032 9.9329538 6.0821682 11.0540836 11.9585936 8.3244182 9.9866644 10.7445665 11.8860585 13.6141049 10.2679560 10.8761315 8.3304737 6.9741484 7.6060424 12.5488409 5.0009735 NA 8.4339175 10.0057102 10.4133972 9.8843873 2.6790409 1.6010309 8.2906516 9.4645396 11.2695327 9.0076009 6.0964516 10.2715012 10.2520933 10.3210009 6.5025788 10.7005356 5.2124760 10.1453622 11.0839616 8.0531684 6.5448594 1.7530482 12.1059710 10.4237010 10.4884316 7.3107000 NA 10.4888817 2.9899927 8.5960235 7.8678279 1.0160684 10.2336330 9.7354680 8.2859852 9.8846188 2.1315566 6.5552379 9.6955593 0.4311415 11.2032250 9.9928818 11.1534972 6.2576650 12.7780036 12.5948449 11.1860041 8.7326128 10.7196944 15.5319022 9.4493168 8.4590225 10.1189297 3.7886648 9.3743640 6.7530442 10.2828657 5.6885049 14.1026577 1.1622745 7.9779919 9.2560754 10.9861850 8.5092675 2.5185855 9.8484417 7.8699084 12.2209559 7.8426275 15.2113760 9.8931076 10.8884257 8.8159004 11.9958616 NA 4.4083994 12.5595138 11.4652278 7.8573814 1.7530482 8.6417880 8.6599353 9.1984735 9.5871998 8.8050693 8.6454358 8.9487860 9.0848575 NA 9.6295617 8.7809508 9.6551183 9.6984885 8.2026063 7.5681081 11.4709730 9.5357153 13.4537012 0.7530054 -0.5689655 9.8859300 10.0961194 8.6417880 10.4073227 -1.5687515 4.9389115 1.0160684 13.1765809 9.4465317 9.7848149 13.0465739 10.0758742 8.8479142 9.8494964 3.8905440 6.2448985 10.0038168 11.0884351 10.5314505 11.2429609 10.4475767 8.3736312 8.0310296 10.7892183 3.4311148 1.8905634 5.5079310 8.8362581 -1.5687515 0.4311415 9.1573348 12.3890349 10.5102681 9.8148210 9.0821682 1.8905634 9.5552379 7.7348972 9.8286843 8.5935080 7.1176171 9.1641321 5.5079310 5.7403663 10.3911185 9.3625928 11.9078628 11.5077653 13.1863694 8.8368220 11.4348102 8.7586693 10.6304823 9.3670183 7.4998953 NA 8.3259346 10.9916883 11.8419787 9.8116048 9.5416000 11.3131865 7.8636585 9.7848149 11.7033090 11.1217695 6.0604733 9.9007585 8.6551425 6.4083960 7.3469959 NA 7.9369282 7.2448975 12.3040800 10.7723575 9.2991675 11.0071285 10.4293544 9.1607375 7.4226384 10.9705905 8.5578209 8.0179564 10.1543509 1.4311415 5.3137610 7.7394559 1.0160684 8.8521297 3.8234335 10.8460661 6.3380072 10.0427778 6.0679592 NA NA 11.3053296 10.2169778 11.4529642 11.0217037 10.2718946 8.3030218 9.2314747 6.6382781 11.5933506 11.2768027 9.8426277 11.4456602 3.0160862 -1.5687515 NA 9.7837118 9.0179564 9.2408848 7.7930603 14.9659666 14.6101704 10.8615692 7.2093910 10.0379845 1.2384812 -0.5689655 1.6010309 NA 13.8676005 8.7941562 8.4040963 12.2647974 -0.5689655 8.4012226 9.2030846 11.1622235 5.0604711 11.6893882 9.5840352 9.4877544 8.7597917 9.0857526 11.4517494 11.5020761 9.6417880 10.3860400 7.5526499 9.9561480 8.3925664 11.0294018 4.4790042 6.0625837 9.8298603 0.00189470 -0.00350960 0.01721700 0.00550580 0.01379400 0.01847600 0.00064629 -0.00433980 -0.06334600 0.00000000 0.00000000 0.00189470 -0.00350960 -0.00350960 -0.54404000 -0.54404000 -0.54404000 -0.54404000 0.01037700 -0.00143270 -0.54116000 0.01847600 -0.22383000 -0.22383000 0.00064629 -0.00143270 0.00231110 -0.54172000 -0.00406310 -0.02141900 -0.06334600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.000 -0.224 -0.224 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.000 -0.224 -0.224 0.000 0.000 10.1897563 6.8740604 10.1280842 6.7267018 0.7530054 9.2624240 10.3072499 9.6306663 9.7842635 11.3062785 10.3391339 1.2384812 6.1860033 9.5079322 4.8740592 7.9369282 11.0638847 5.5079310 NA 6.6209412 5.8234335 1.2384812 8.5642589 6.3137592 10.8791503 11.0540836 10.5985756 6.7072404 -1.5687515 NA -1.5687515 9.8584294 7.7864676 9.2034312 -1.5687515 5.9933596 10.2444970 10.3929281 7.6671307 10.4430427 8.8415681 7.4339317 10.7089852 5.5291494 10.3122306 9.6961457 6.9309620 6.8489696 10.2112462 7.2157514 13.7863645 10.2612357 9.9620106 12.6224844 11.7915522 7.6179486 9.3175754 9.6314023 8.0875413 9.5571757 5.9309620 12.6287941 9.1479360 10.0839617 4.5808630 3.0160862 9.9169459 9.6814150 12.6346941 7.8255796 13.4537012 8.7280327 8.0659277 8.6979031 10.7673442 10.0758742 15.7764612 11.2429609 11.8945133 12.5497333 10.8820701 1.7530482 11.1187110 10.5674670 10.9801793 9.3625928 7.2859847 9.9556583 13.0087225 10.5799110 11.6271009 3.8905440 5.7439996 6.8148208 11.6603861 12.2143195 7.9745546 -1.5687515 -0.5689655 10.5808638 12.6719080 11.2508846 7.0857529 10.8487055 11.1042048 12.9322696 11.0540836 10.7445665 10.2679560 5.8657456 10.4105419 6.0893287 9.1860040 5.6502849 10.3918427 6.5025788 6.3380072 12.9427322 8.9885805 11.6501339 9.8473864 1.4311415 12.9791558 5.4465871 5.9780102 8.3990920 10.2828657 10.2500982 5.8573814 9.8436865 9.6097816 7.5909882 10.9678495 6.5291494 11.3681225 9.8730234 -0.5689655 11.4107205 10.5729044 9.4562562 NA 10.3969009 9.4548709 2.3379965 10.0508781 5.4083960 9.5245343 7.4141102 9.0821682 9.3227865 3.7886648 9.2820848 6.2448985 10.9916883 10.5956339 11.1878814 12.3040800 10.6984886 11.3009032 10.1543509 10.8269185 7.3076334 6.3440065 10.0123173 9.5363704 0.4311415 4.9068521 NA 9.9536981 10.9599688 9.4019416 4.6209441 8.4012226 8.0476654 10.3406347 TCGA-CW-5585 51 0 NA 2609 kidney stage iv t3b n0 m1 male 2003 2609 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.1285842 9.2848593 NA 0.5112656 4.4969544 8.9423855 9.8536286 6.9164958 10.7779593 11.4418151 9.6548087 9.7874364 10.4650474 12.1598920 13.9745872 10.2488354 11.0888530 9.9215428 6.6221119 7.1806531 8.7054347 5.2303106 NA 8.2207880 8.7296173 10.0990987 9.9975994 2.2624933 -0.2400772 8.5380682 9.8637160 9.6033888 9.0523126 5.9563889 9.3215971 10.0114734 10.4146271 5.9629307 9.4032460 1.6344539 10.6825754 9.9042244 7.7524576 7.7410827 1.3449421 9.8693864 10.5187695 10.4607197 8.1422546 -0.2400772 10.5861449 2.1741187 9.4954230 8.1551684 -0.2400772 10.0419211 9.1827566 8.2451496 9.2975718 0.4969225 5.1973976 8.7943314 2.1750135 10.2255574 10.7005493 8.9555683 5.5413507 11.1171288 9.4719448 10.0792868 8.6668815 10.1339436 16.2224454 9.4146271 8.5281755 10.7844381 4.0330089 9.4546392 7.8632788 11.9750184 4.9299141 12.5629785 0.6655747 5.5596815 9.8944173 11.0378595 8.5854797 0.9823639 9.8986895 7.3298466 11.7164882 7.5651973 15.0642081 10.5473495 9.7235615 7.6158974 12.2406130 NA 2.1750135 13.3394641 13.0264360 8.0500097 1.4969736 6.8403650 10.0415347 5.3747022 11.0102895 9.2558460 8.9248980 8.6668815 9.6282992 NA 10.3171356 8.2874681 9.5603518 10.2890961 9.0614873 8.6598514 11.4085209 10.1146078 11.9192317 1.1750455 -0.2400772 10.1991293 9.7138819 8.5270719 9.6497486 NA 4.7599920 0.9823639 13.2855934 9.8197862 10.3917744 13.4176072 10.0465488 9.0864205 9.5143219 2.7599867 6.9232217 10.8009656 10.9035868 9.6365079 11.2653577 10.5391632 8.3323754 6.0142325 10.8215872 5.1057661 1.4969736 3.9563913 8.5970931 NA NA 7.6608580 12.7269170 10.0867950 10.5646599 9.3636175 2.4969480 10.3039895 8.2207880 9.8685764 13.2562623 7.4719450 8.9037993 5.6588456 4.5325788 10.4309423 9.1094567 11.3847865 11.0866078 12.4735208 9.1319637 12.0006830 8.3437005 11.1415340 10.1002121 10.2347110 0.4969225 8.5500680 10.9471369 12.3468590 8.8986809 9.9633390 11.4595635 6.1057661 10.5836236 10.8046128 10.9334600 5.1408114 9.4086482 7.4845732 5.3247746 6.5014583 -1.8252101 8.7814338 7.3374194 12.8443565 9.3348998 9.2262376 10.8672081 11.6477194 9.6578365 7.4229562 10.9527174 8.8789322 7.2112021 10.3642354 2.0819190 5.1523092 6.8892740 2.3449421 8.9751194 2.4229595 10.6666312 5.7219222 9.1145196 4.2937604 NA -1.8252101 10.6044353 10.6808401 11.5678826 11.2515102 10.3704007 10.3605235 9.8126768 6.0981774 11.1614039 11.7390589 10.0706039 10.9979976 1.3449421 -0.8249545 -1.8252101 10.0345634 9.0675712 9.4656233 6.3094545 14.3970309 14.6728492 11.5113956 7.7801191 9.7576410 NA -1.8252101 0.9823639 0.7600080 14.6956932 8.6117401 9.2370746 11.5872014 -1.8252101 7.0015771 8.8717787 11.1299518 6.2624914 10.6138204 10.0879179 10.2001681 9.1594470 9.2887708 11.1810039 11.7637432 10.0751406 11.0593899 7.8170802 9.2098274 9.7552870 11.0519292 4.8671206 7.8996959 9.8689511 0.0088920 0.0119580 0.0238470 0.7869700 0.0150280 0.0000000 -0.0074720 -0.0316320 -0.0169790 -0.0148500 -0.0148500 -0.7824300 -0.0044312 0.0119580 -0.8164000 -0.7849600 0.0238470 0.0238470 0.0290440 0.0125160 -0.7896100 0.0000000 -0.0136770 -0.0136770 -0.0074720 -0.0058140 0.0079175 -0.0089906 -0.0403450 -0.0380340 -0.0169790 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.824 0.824 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.824 0.824 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5796379 7.4182026 9.4002361 6.7830991 -1.8252101 9.4924411 6.6985908 9.5580686 8.1918370 11.3823159 10.1838073 0.9823639 6.8892740 9.7660833 5.0576712 8.0953812 11.0496257 5.6588456 NA 6.2518440 3.7897397 NA 8.6537981 5.8892740 10.6825334 10.7779593 10.9932392 7.5949889 0.9823639 -0.2400772 -0.8249545 10.4997717 7.6568281 8.8474539 -1.8252101 4.5500695 9.630356 10.586539 7.949816 9.607048 9.185557 5.057671 10.822487 4.422953 9.876768 9.285512 5.875468 6.946518 10.250173 6.257178 13.285920 10.518492 10.083421 12.656765 12.931481 7.465047 7.914809 10.183807 4.759992 9.255180 5.394199 13.175997 9.396011 10.491593 4.698591 1.760008 10.274705 9.116076 12.384177 8.745833 11.919232 9.412239 7.854509 4.889274 8.986403 10.046549 16.452997 11.265358 12.036115 13.367360 11.530930 -1.825210 11.251844 10.935541 10.830336 9.109457 7.219422 10.346831 12.726136 8.992012 11.677859 2.496948 5.902949 7.928245 11.151593 12.383339 6.609657 NA NA 9.835916 12.281591 11.393283 7.280937 10.950433 11.3325333 12.7574646 10.7779593 10.4650474 10.2488354 4.2411156 9.1939242 5.3844816 8.8034741 4.9029467 9.8650264 5.9629307 7.8385869 12.8077801 8.9960054 11.4347718 10.0075231 1.3449421 13.5780073 5.7479190 5.4324150 8.3051228 9.4736639 9.6857927 3.2194164 9.6543036 10.9380334 9.5549483 10.7726155 4.3844850 10.1324934 10.3110584 NA 13.0930532 10.4300571 10.4259190 0.7600080 10.5662721 9.9469307 -0.2400772 9.7809710 6.0758963 8.9506387 7.2491704 9.3636175 8.9413256 1.3449421 9.0055437 4.4418154 10.9471369 10.3935918 11.2419586 12.8443565 10.6956472 11.0931464 10.3642354 11.2461557 6.9661916 4.0330089 9.8901326 9.7524574 0.9823639 7.9488105 3.8474558 9.4997716 11.0421605 9.6613607 4.8332393 7.0015771 7.8772013 10.5780405 TCGA-CW-5587 62 0 NA 2226 kidney stage iii t3b n0 m0 female 2003 2226 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.97546052 10.50002821 10.04741024 8.22298178 10.66158635 8.12205300 -1.57132159 7.04360698 9.96432729 -0.57153597 1.91785180 3.95212852 7.70236180 9.61529913 6.13592471 11.00363238 12.25660316 8.41866981 9.34145522 11.29719554 11.37364386 15.08708561 9.94081247 11.58306758 8.95506516 5.32338448 7.72548215 11.95090220 5.57831381 NA 8.16662457 9.53381970 9.66098689 9.69710796 2.95212852 -0.57153597 8.29584468 9.39001565 12.10617542 8.61096023 6.71858493 6.47841370 10.22094949 10.06609646 5.50538285 12.28508868 6.54230758 10.01868508 10.89769891 7.92242147 6.57831230 3.42857122 12.08241859 10.50136838 11.26046684 7.64531186 0.42857122 10.41356457 1.60648961 8.87254530 8.15988496 NA 10.23551826 9.91489813 8.50404511 9.58303593 -0.57153597 7.14966482 9.21679484 0.01349799 11.41031153 9.83795680 10.75836223 4.42856452 11.40485433 10.68477456 10.92666715 8.46748491 9.92091985 15.66980426 9.50069850 8.13937228 11.15286656 4.07242312 9.45578071 7.12553332 10.37364386 5.23592232 12.32366778 0.75052076 6.70096260 8.83051204 10.81469781 9.04511474 0.01349799 9.32186746 8.43419035 12.75422269 8.05061760 15.79605828 9.68182240 10.87087959 7.06156129 11.66607462 NA 1.42857122 12.91181485 12.27405594 7.52396256 3.92041717 9.16242859 9.59723803 7.29584422 11.35096448 9.81227022 9.00882440 9.55591544 9.16496775 -1.57132159 10.16961151 8.34145522 9.68772070 10.12596784 9.10452301 9.31120882 11.67560328 9.33995798 13.25173406 2.33545467 1.42857122 9.94525083 9.73807638 8.49465521 10.44014255 NA 3.67649309 0.42857122 13.31311801 9.80631874 9.68948543 13.79140011 10.38130717 9.28810059 9.50270732 4.98315323 5.92041955 8.40727626 11.20026169 9.60224307 11.44259859 11.01681205 8.24714806 9.52988496 10.50471344 5.24874354 2.67649309 2.12901919 7.55784888 NA -1.57132159 9.01540557 12.82376528 9.19592285 10.31235466 9.83477094 1.21094987 9.90885118 8.03033663 9.03556315 13.22901083 8.25511452 9.19757720 4.57831079 5.20992509 10.18803799 9.33470480 10.95188280 10.86735775 13.50792566 8.60971803 11.10187498 9.48249176 11.47193498 9.47773378 9.85640250 0.42857122 8.28965283 11.06473731 11.21178921 8.80248599 8.59472880 11.92129536 1.59850813 9.67114456 11.15307975 10.78886431 5.56811725 9.47364285 7.24992502 5.78611800 5.67649309 -1.57132159 8.23269673 7.32338358 12.33508073 9.90986084 8.37693325 11.01376316 10.37400973 8.93636056 7.84852592 10.55738185 8.97353035 8.28187533 10.35189341 1.59850813 4.12900269 7.42856620 1.75047788 9.34369829 4.04327450 10.92242132 6.64288493 9.89258577 5.58013945 NA 0.01349799 10.89973303 10.30354720 11.37583753 11.67307838 10.04511474 10.34481862 9.79320401 6.81404021 11.06201523 11.56763752 10.04603330 11.95163769 -0.57153597 0.42857122 NA 10.03172863 8.99652207 9.20582110 7.40870507 12.61413824 14.82403308 11.39091967 7.77208491 9.74880234 NA 1.01349799 NA 0.01349799 14.99558611 8.82409987 8.61839027 11.61885357 NA 8.41725042 9.28818597 10.88235097 5.53709102 10.86345470 9.46679900 9.78446750 8.32792265 9.04327560 11.47637146 11.60676385 9.84905256 11.05815019 7.99271519 9.90176429 7.76618766 10.02102298 5.00705194 7.27210999 9.22216916 0.45535000 0.41279000 -0.00498440 0.45428000 0.00000000 -0.00830050 -0.00055444 0.01335300 0.05053400 0.00027728 0.00027728 0.48544000 0.41279000 0.41279000 -0.48197000 -0.48197000 -0.48197000 -0.48197000 -0.01519100 0.46178000 -0.01143300 -0.00830050 0.00124810 0.00124810 -0.00055444 -0.00895310 -0.01381500 -0.47828000 0.01964300 0.02946600 0.03820600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.000 0.000 0.000 0.000 0.413 0.413 -0.477 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.000 0.000 0.000 0.000 0.413 0.413 -0.477 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.91338881 7.10452328 9.96238230 6.56021665 NA 8.48113382 6.35337799 9.50182385 10.13030555 11.24472155 10.50504744 -1.57132159 6.32338448 8.72203766 2.75049932 9.04603343 11.29661674 4.57831079 -0.57153597 6.44537413 4.92041717 0.42857122 8.82409987 6.51602933 10.48612104 11.00363238 10.66756761 8.56042302 NA 0.01349799 0.75052076 9.62639697 7.43699464 9.26145583 -0.57153597 7.75499570 9.7905096 10.7386105 7.8079441 9.9893763 9.1098043 7.5397017 10.7839170 4.6380217 10.0177488 9.7976179 6.2033539 7.2423472 10.7465437 6.6282385 13.8130124 10.3648357 10.2638268 13.0521616 12.7560484 8.1045228 8.5513937 9.7185848 7.1185643 9.2795340 6.9323919 12.9696020 8.3972327 9.5383965 3.5578512 1.8879931 10.7240479 9.6764934 12.4018148 8.8527320 13.2517341 9.3674104 8.2567022 7.9422934 10.1796914 10.3813072 15.8455201 11.4425986 11.9425402 13.0864983 11.0118837 0.4285712 10.9872258 11.9075882 11.1853307 9.3347048 7.9204190 10.2041762 13.0574670 12.1117798 11.7917383 2.8879931 3.7504993 6.0358966 12.1797961 12.6816008 6.8464181 1.2359108 -1.5713216 10.4022632 12.7321326 11.8411516 7.0321923 10.8987163 10.95872837 13.05159001 11.00363238 11.29719554 9.94081247 8.02475572 10.50471344 6.69066013 8.77286185 6.62332259 10.36520380 5.50538285 7.36814498 13.15805971 9.26855697 11.78762905 10.37693314 1.59850813 13.86146659 5.72997143 6.39434950 8.94907643 10.86319411 10.29623071 5.90429863 9.50136848 9.96092186 7.55527013 11.33620767 7.40870507 13.23476304 10.29081580 0.42857122 12.15329289 10.20417618 10.16708039 0.01349799 11.41547449 9.76116192 4.31121245 10.59253001 5.05792243 9.33094107 8.22622721 9.83477094 9.44323491 4.63802169 8.77175157 5.99080741 11.06473731 10.50671668 11.17717807 12.33508073 10.61158092 11.30124079 10.35189341 9.99223891 7.74144878 5.87977682 9.36667519 8.89311159 0.42857122 7.56788689 NA 10.50404501 11.12194613 9.47227675 4.65738277 8.41725042 7.84852592 10.01728057 TCGA-CW-5588 78 0 NA 2017 kidney stage i t1a nx m0 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 1.525926e-06 4.855218e-07 8.62068965517241 29.3103448275862 17.2413793103448 20.6896551724138 24.1379310344828 7.037782 10.485042 9.681066 8.306360 10.295947 9.429418 9.062565 9.864782 9.038971 NA 2.397502 3.042539 5.409316 9.601962 5.061396 10.515279 12.360543 8.375808 7.757503 10.720162 11.791963 14.722231 10.341020 11.443190 9.115408 7.929034 7.302402 14.546256 5.169648 NA 8.580877 10.045498 9.538600 9.305372 3.839002 -1.205231 8.616382 9.636958 11.511427 8.930317 6.495048 7.745892 9.948793 11.504122 5.409316 10.796016 6.023426 10.090376 10.691697 8.608389 7.701498 4.549497 12.441616 10.318659 10.575967 7.774747 3.652590 10.249935 2.145090 8.442066 7.165295 0.794603 9.901825 9.450138 8.905743 9.100669 2.701505 6.459943 9.106356 2.601958 11.638332 8.784711 11.864057 7.278423 12.531570 13.232099 11.226627 9.182625 9.798125 15.980683 9.172902 8.184777 10.204529 3.794603 8.860697 7.278423 10.611991 8.368255 13.571400 1.946806 8.282608 9.066071 10.953848 9.110889 0.379621 9.086929 8.572685 11.364938 8.270341 14.011504 9.468800 11.183459 7.719420 11.509282 NA 8.312277 12.025228 11.173715 6.974517 4.725343 7.116535 9.064903 8.975760 10.924534 9.237551 8.763274 8.723866 9.644013 3.186928 10.564032 8.655695 9.190142 11.257365 9.344392 8.278423 12.440934 9.748076 12.780449 2.254050 -0.205397 10.131114 9.368255 8.852599 10.028227 -1.205231 2.701505 1.116564 14.772759 9.736389 9.471446 11.552414 9.918729 8.797423 9.216672 4.467032 5.892639 9.978243 11.004670 9.967660 11.207796 10.671892 7.791787 8.980722 10.664201 3.042539 3.652590 2.601958 7.892639 2.254050 -1.205231 10.137793 12.817669 9.467916 8.874092 9.920667 4.627496 9.758226 7.595507 9.923562 7.229236 8.740051 9.077696 5.794608 7.341502 9.145547 9.359710 10.820785 11.387298 13.633368 9.147754 11.413910 9.409317 10.375808 9.678778 10.106356 NA 8.512284 11.400781 9.098719 8.767903 9.181548 11.637351 9.180470 9.980722 12.213778 10.680685 5.689425 9.823204 8.089779 6.302401 7.416659 NA 8.498511 7.508853 13.435361 10.197087 8.748804 11.236514 9.941176 9.583326 7.199749 10.470825 8.808628 7.704501 9.796016 3.254035 4.882071 6.800232 4.981067 8.579242 4.627496 10.678014 4.882071 10.571863 5.538364 NA -0.205397 10.948476 10.574737 11.396842 10.528894 10.021622 9.418489 8.884601 6.088769 11.189606 11.667282 9.495914 10.945941 NA -1.205231 -1.205231 10.114280 9.167473 9.138903 6.116535 13.390156 13.974283 10.920667 6.929187 10.266283 -0.205397 1.116564 1.794603 2.601958 13.966683 8.796016 8.379570 11.921796 NA 8.061394 9.579692 11.098388 4.701499 10.927750 9.101808 8.958257 8.249935 9.254039 11.251988 10.914845 9.868749 11.321107 7.646356 9.594698 9.625915 10.690940 4.031483 7.021164 10.245819 -0.1619500 0.0982390 0.1138600 0.9476800 0.3982100 0.1262600 0.1096100 -0.1664000 -0.0033533 -0.1619500 -0.1619500 -0.4636800 0.1008300 0.0982390 -0.4811500 -0.4811500 -0.4811500 0.0950420 -0.1680500 0.4027400 -0.1724900 0.1259100 -0.1682400 -0.1682400 0.1096100 -0.1754000 -0.1793200 -0.2922800 0.1213400 0.0194730 -0.0033533 0.110 0.110 -0.175 -0.175 0.625 0.625 -0.175 -0.452 0.113 0.121 0.121 -0.166 -0.166 -0.458 -0.458 0.000 0.000 -0.162 -0.162 0.146 0.146 -0.446 0.127 0.100 0.100 -0.481 0.000 -0.168 -0.168 0.403 0.403 -0.172 -0.172 0.398 0.398 0.126 0.126 -0.165 -0.165 0.000 0.000 0.110 0.110 -0.175 -0.175 0.625 0.625 -0.175 -0.452 0.113 0.121 0.121 -0.166 -0.166 -0.458 -0.458 0.000 0.000 -0.162 -0.162 0.146 0.146 -0.446 0.127 0.100 0.100 -0.481 0.000 -0.168 -0.168 0.403 0.403 -0.172 -0.172 0.398 0.398 0.126 0.126 -0.165 -0.165 0.000 0.000 9.984432 6.033013 10.030622 6.629457 3.701494 8.936714 12.295574 10.346988 9.295449 11.281734 10.457721 1.116564 6.394521 8.684872 8.879549 6.871424 11.047864 5.794608 NA 5.849889 5.270342 3.748805 9.044906 6.595507 10.887933 10.515279 10.883975 7.394520 2.116531 NA -1.205231 9.792493 7.318169 9.273377 0.379621 5.652590 10.363988 10.291960 7.617975 10.061979 8.744434 7.387064 10.244788 4.839002 10.292459 9.738587 6.356850 6.800232 10.061394 7.742975 13.554392 10.430326 10.500672 12.484715 12.536390 7.605179 8.815587 10.096104 8.387064 8.939266 5.220872 13.249614 8.316208 8.484605 5.860697 3.438466 11.288213 9.685632 12.503584 7.037782 12.780449 8.843094 8.049636 11.295449 11.628091 9.918729 15.990537 11.207796 12.115831 14.610641 11.344873 NA 10.778314 10.969221 10.754247 9.359710 7.333766 9.860024 12.783647 10.992131 11.838996 5.783292 5.816976 6.186924 11.055233 12.200812 6.529317 NA -1.205231 11.210085 12.695380 11.069548 6.614786 10.851922 11.283703 12.887034 10.515279 10.720162 10.341020 6.536075 10.046090 6.013777 8.643230 6.737122 10.374866 5.409316 6.294453 13.426568 8.077696 12.047125 10.096104 2.254050 13.058537 6.891006 6.341502 8.002110 9.417574 10.131114 4.186928 9.248907 9.727560 7.742654 11.193084 7.664972 11.835411 11.283703 4.677249 12.162159 10.849212 10.463049 -0.205397 10.820093 9.348237 1.794603 10.238587 7.532700 9.558650 9.330855 9.920667 9.099734 4.467032 8.532700 6.595507 11.400781 10.515279 11.263232 13.435361 10.436208 10.751347 9.796016 10.942766 7.241691 6.939265 9.570218 9.541122 2.116531 1.447685 -1.205231 10.363039 10.599791 9.362563 4.349195 8.061394 8.134458 10.163659 TCGA-CW-5589 52 0 NA 2378 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317845e-06 5.548821e-07 6.89655172413793 18.9655172413793 15.5172413793103 39.6551724137931 18.9655172413793 7.8377881 10.4853348 9.3940390 7.9581768 9.8992377 8.4235399 6.5647699 7.2461648 9.3498715 NA 0.9007219 3.6318842 8.2492676 10.0550950 5.8163079 10.8743359 11.9306751 7.0510142 9.0883314 10.4849568 11.6937252 14.3913294 10.3490407 11.3446711 8.9958191 7.8542762 7.3851506 12.1617281 6.1031892 -1.4123470 8.5761740 9.2678490 9.9554501 9.9647000 2.5874850 0.1724875 8.0325042 9.5467670 11.1266482 10.0079760 5.9184053 5.9798059 9.8084723 10.5690567 6.0713057 11.0332802 10.0753295 10.3581534 10.6098573 8.2385409 6.8258937 3.1110480 11.4896761 10.1396782 10.5892495 8.0366379 0.1724875 10.9653913 1.3948434 8.7439518 7.9947573 -1.4123470 10.0923084 9.6622999 8.3255816 9.2880678 1.1724235 6.9450411 8.9889451 6.4701317 11.4787035 9.6656402 9.5329333 6.3556735 10.9457148 13.0802815 10.3598040 8.7077274 10.7773140 16.2106922 9.4678382 8.3851510 9.7785486 3.7574180 9.3639225 7.4943804 11.1144776 6.6481850 12.5243114 1.7622212 7.7377699 9.3770231 11.3904096 9.1217922 5.0632225 9.4028726 8.0652476 12.1891442 7.1948199 14.4157859 9.7083752 10.0205271 8.7969429 11.7771596 NA 4.9798059 12.4213678 12.3178534 7.4298394 3.6318842 7.0753294 9.7667765 7.2492671 10.7119339 8.8740472 8.8163082 9.0773373 9.2412303 3.9094179 9.9472389 8.4578540 9.4838218 10.5185962 9.2537135 7.9428405 11.6886460 9.8030224 12.2221871 2.9094083 1.5875090 10.2118280 9.3008760 8.8821102 10.0952841 NA 5.3423770 2.8354188 13.8489600 10.1188709 10.3149844 12.3401837 9.2931219 9.1883314 9.3630997 4.6749521 6.7012316 10.9172858 10.8416323 9.9760449 11.3276876 10.1752670 7.7797824 9.5285369 10.8371955 6.8775087 2.4943900 3.6318842 8.5152674 1.9094275 -0.4125390 8.5604693 13.1378755 9.9417388 10.5464046 9.5152674 3.5416883 9.8740472 8.0262811 10.0202923 12.9082195 7.6346136 9.0221175 6.8066579 5.5707119 10.2691671 8.8775084 10.5969682 11.1994364 13.5873133 8.9570867 11.5505661 9.2818473 10.9527182 9.3137075 10.7791656 2.8354188 8.8924111 11.3622765 10.4146138 8.5231554 9.7797822 11.5557962 9.7785486 10.2021993 11.3350530 10.8946902 6.3017358 9.3745757 8.0061224 5.9003717 7.4485764 NA 8.6828865 7.1836790 13.1759113 10.1487774 8.3867709 11.2989413 10.1459101 9.7454679 6.4701317 10.7154806 9.0733187 7.5761744 10.1601896 1.7574073 4.9450411 9.4800322 2.8354188 9.3179595 4.7560092 10.8169091 6.4516760 9.9706266 5.9711940 NA -0.4125390 11.0304329 10.6502102 11.3202928 11.0672697 10.2805408 9.4593947 8.8246158 5.5934494 11.6126290 11.5988914 10.0048146 11.8828279 1.1724235 NA NA 10.0011174 9.0642356 8.7723647 2.6749577 13.6584070 15.1578788 11.4229477 8.0551154 10.1193583 -1.4123470 -0.4125390 -0.4125390 2.7574073 14.9466556 8.2331480 8.9060322 12.0292665 NA 8.2168462 9.2301819 10.9395329 5.0304332 10.2353975 9.3440457 9.7199892 8.5832566 9.2095413 11.2920415 11.0566225 9.9974107 11.2636669 7.9776583 9.5614451 8.8855521 10.3680292 4.9552105 7.3908130 9.9505291 0.00166420 -0.00373950 0.01140000 0.60937000 0.00221930 0.00000000 0.00166420 -0.01505400 0.01782400 -0.00263220 -0.00263220 0.00166420 -0.00373950 -0.00373950 -0.60835000 -0.60337000 -0.60812000 -0.58882000 0.00402430 0.00097064 0.00695730 0.00000000 0.00416320 0.00416320 0.00128390 -0.00263220 -0.00055444 -0.03340500 -0.00484610 -0.01532900 0.01782400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.4505141 6.7219153 10.1554455 6.7720678 1.1724235 9.1836793 7.9883688 10.6930183 9.3515316 11.3421703 10.3234685 1.7574073 6.5474915 9.3281134 4.8124572 7.8752020 10.6129751 6.8066579 NA 6.1420785 4.2879303 0.5874610 8.9450414 6.8211094 10.6896948 10.8743359 10.9097951 7.6153957 3.5874850 NA 0.5874610 9.9856987 7.7141940 8.9625288 0.9094275 5.9184053 9.882684 10.738823 7.840155 10.274428 9.215023 7.544591 10.601510 5.407669 9.923996 9.186472 6.470132 7.576174 10.270484 7.749881 13.372584 10.528537 10.008502 12.813902 13.066823 6.984094 8.958177 9.761167 8.937323 9.394844 6.581842 13.290582 9.668307 10.299156 5.287930 0.587461 10.380280 9.098253 12.901081 8.308588 12.222187 9.101217 7.988369 10.889557 10.636657 9.293122 15.997228 11.327688 11.663303 13.754986 11.029396 0.587461 10.512302 11.509516 10.842223 8.877508 7.362276 10.445470 12.844730 10.438067 11.551648 5.157347 5.470133 7.209541 11.732626 12.261240 6.355674 NA -1.412347 9.630517 13.027775 11.222954 7.209541 10.949159 11.4138393 12.9820191 10.8743359 10.4849568 10.3490407 6.7871621 10.5420493 6.3490414 9.0210749 7.3721242 10.0843432 6.0713057 7.6481857 13.0855184 8.7748414 11.7075653 10.2935537 2.1724555 14.1138664 6.2091745 6.1188705 8.3871596 10.1105612 10.3077337 4.5416883 9.4020719 10.2792330 8.8889855 11.4790833 7.2528253 11.6873303 10.8386759 1.9094275 11.8001378 10.5514692 10.2344981 0.5874610 11.2320217 9.7327847 2.6749577 10.1832132 6.7167728 9.0672698 8.4838218 9.5152674 9.1653620 5.3289549 8.6549238 6.3017358 11.3622765 10.4947557 10.9554501 13.1759113 10.6444658 11.2127417 10.1601896 11.0301738 8.0992421 6.3085884 9.7834768 9.6270939 2.6749577 7.1535439 0.1724875 10.3411240 10.9074663 9.4739482 3.5416883 8.2168462 8.4028726 10.1406387 TCGA-CW-5590 51 1 1075 NA kidney stage iv t3a nx m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 4 2 1 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6018395 10.5139468 8.8385037 7.6911621 10.3364653 7.6114350 NA 8.5144292 9.1139351 -1.4328440 1.5231103 3.9245940 5.1669524 10.0969591 6.2674796 10.9041049 11.9843657 7.9046623 8.6611182 10.3931918 11.7734445 14.2881577 10.3756026 11.3565742 7.8799238 7.2000354 7.4404847 12.9296694 6.6755647 NA 8.2605277 10.1095888 10.0473258 9.8018580 2.8889672 2.0264814 12.7812838 9.7001829 11.0133485 9.3598308 5.8979568 7.5270422 10.2596561 10.6798059 6.6277367 10.8131874 4.4739297 10.8881231 12.0593945 8.3235970 7.6937448 2.6545043 11.1078951 10.2522274 10.6398432 7.7065920 NA 10.8416575 0.8890062 9.5016824 8.0182519 -0.4330388 10.1683471 9.8197060 8.4709224 9.1388974 0.1519887 6.0264725 8.7142455 2.1519887 11.5022056 9.5132158 9.7046721 6.4312268 12.3624259 10.9695198 10.9068906 8.9593581 10.4573048 15.9662184 9.5255932 8.6250323 9.8244285 3.8889672 9.5364271 7.4739314 10.0763207 7.4588241 13.3330000 1.5670586 7.4086363 9.3210929 11.2670467 8.9550579 3.6963277 9.7300613 8.8197062 11.9770944 8.0264720 14.9810791 10.3426509 10.6910520 8.9985382 11.5787920 NA 5.3872212 13.0921943 11.3101920 7.6624377 5.2949625 8.0264720 9.3927944 8.5284904 10.9864742 8.9300803 8.7862092 9.2027588 9.0488399 -0.4330388 9.8036528 8.4125305 9.8587868 10.6686881 8.4296779 7.4588241 11.6901290 9.7642572 13.0416338 0.5670586 NA 10.3219281 9.3738398 8.2305988 10.2992080 -1.4328440 3.6114321 1.5670586 14.4557838 6.4435569 10.3496293 11.7161526 9.1387932 9.4918531 9.8279601 4.1216288 6.2252518 10.9580156 11.0568886 10.3169101 11.4194862 10.8719623 8.5443204 8.7432137 10.9891054 5.9333625 2.6545043 4.6963222 8.5880205 0.1519887 NA 9.8308965 13.0877820 9.7325757 8.6425196 9.6768712 2.2674759 9.6331298 8.0906026 9.7276557 10.1302368 7.3776123 10.0945176 5.6331289 6.0917781 10.1086213 8.8030549 11.8272251 11.3106128 13.4273031 9.1854260 11.3904078 9.2726729 10.0177364 9.4821731 9.1826702 -0.4330388 8.1927495 10.8512863 11.4970812 8.9488972 9.7123359 11.5491429 7.6833849 10.1491826 11.6341388 11.0651418 5.1520049 9.8816238 8.9783610 5.7667118 7.0387160 NA 8.6677030 6.8244280 13.0655159 9.6317833 8.1158625 10.8996367 10.1458850 9.6911620 7.2288187 10.6510683 8.9322694 8.2622687 10.3118744 1.5670586 4.0905994 7.1177875 9.2487886 5.9068906 3.5670465 10.6817590 6.8753795 10.2589629 7.2015251 NA NA 11.1817505 10.5963278 11.6814336 11.1049870 10.7664062 8.1799091 8.8338271 6.7702423 11.9781543 11.4994399 9.9896311 11.6985761 1.3743996 NA NA 10.1018298 8.7994617 9.5212369 6.2323768 13.4509725 14.3061619 10.8838878 7.5079706 10.1571598 NA -1.4328440 2.8889672 NA 14.2959177 8.1387935 8.7040316 11.7752750 0.1519887 8.2674801 9.2981134 10.8954350 6.4062441 11.3395614 9.3327410 9.3360519 8.9057769 8.7789290 11.4393307 10.8567713 9.6781763 11.2482790 7.5328250 9.7892317 8.6794801 10.6179096 4.2771591 7.1298940 9.9442511 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3752003 6.9507448 10.4922241 7.2851627 -1.4328440 9.0728521 11.5640436 9.9276627 8.7040316 11.2093157 10.1954861 -0.4330388 6.1669544 9.3484004 3.2674759 8.1650929 10.5855886 5.6331289 -0.4330388 7.0058322 5.1061975 1.1519887 8.9912069 6.3999298 10.7442825 10.9041049 10.6434053 7.3808221 -0.4330388 -0.4330388 1.7369512 9.4806779 7.8979574 8.9985382 -0.4330388 6.4679071 10.7400931 10.3979519 8.1520029 10.6511846 8.7934528 6.8291354 10.8602248 4.9593575 9.9948772 9.3294226 6.1139359 7.2394658 10.2627039 7.6059595 13.5844145 10.2928328 10.1849672 13.2288744 12.8117017 7.4703197 8.8719622 9.3302530 6.6277367 9.7617974 6.1520029 13.4592513 9.7734445 8.4739314 3.6114321 2.2674759 10.6558288 9.0006260 12.9015932 9.1425799 13.0416338 9.2054766 7.8731020 9.4481545 11.1139351 9.1387932 15.4684614 11.4194862 11.6955183 14.0045001 11.0068715 0.8890062 11.0047927 9.3492197 10.7758846 8.8030549 8.0413142 10.0668865 12.8970471 10.7602579 11.2339303 3.6545043 5.3219281 6.3872195 11.0611462 12.5527047 6.4262648 NA NA 9.6709840 12.6457752 11.6938886 7.3935887 10.7432138 11.3663222 12.6616132 10.9041049 10.3931918 10.3756026 7.3967632 11.0797810 5.6963249 9.0305651 5.4739297 10.1963972 6.6277367 7.5585623 13.1075065 8.8833221 11.6773608 10.1076530 2.2674759 13.7178985 5.7740543 5.8799238 9.3310829 10.1259396 10.3828242 4.1520049 9.1548181 10.6114347 8.5284904 11.5854147 6.7319476 11.8366056 10.8753796 0.5670586 11.9053591 10.8696795 10.6059596 1.3743996 11.1810602 9.6107515 3.2109031 10.2194374 10.6334662 8.7837863 7.3840239 9.6768712 8.9182449 3.3219281 9.2036651 5.7667118 10.8512863 10.5014686 11.3364652 13.0655159 10.3808217 10.5475373 10.3118744 10.6521811 7.8934702 6.0427735 10.0478308 9.7886276 -1.4328440 0.8890062 -1.4328440 10.3912038 11.2352874 9.5036785 3.8524384 8.2674801 8.5313815 10.3063993 TCGA-CW-5591 56 0 NA 2271 kidney stage iv t3a n0 m1 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 2 1 1 2 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.040404e-06 3.121212e-07 5.12820512820513 20.5128205128205 12.8205128205128 46.1538461538462 15.3846153846154 9.0545224 10.0324655 10.0213094 10.8964262 10.5670545 8.2321652 1.5526722 9.7101901 9.6806797 -1.4473278 -0.2024059 2.8006204 6.5861087 8.5456236 4.7226081 11.2164658 11.9673705 8.9799982 10.2224562 10.3171423 11.7420466 14.4849072 10.8513207 11.7221406 10.3183858 6.3728651 7.8194721 12.5525092 3.5526845 0.5526722 8.1747370 10.1733633 9.7772900 9.8059418 3.1376511 0.1376347 9.0354933 9.1572385 9.9146291 9.8740497 5.2806075 7.3274727 10.2282013 10.2975192 0.1376347 9.1413998 6.9873140 9.5936598 10.0018339 7.8450070 6.8880759 2.6401582 10.8858406 9.7946685 10.8097784 8.0742860 1.3600271 11.0291176 3.2702299 8.6553565 7.8124283 1.7225972 10.0874745 9.6928759 9.0405254 9.7129097 1.1376347 4.1376511 10.4652005 4.6612080 12.0465408 9.2312855 8.0324657 5.5970782 10.8438532 12.4895992 10.8897497 8.3225231 8.8218119 15.2589115 9.1683148 8.3142365 11.5943444 4.3855760 9.4106663 7.7049702 10.8438560 7.4168718 13.8405780 1.6586913 7.3495360 9.3824081 10.1024700 8.9320635 6.8380870 9.6677289 10.0018339 13.0767372 8.2991998 13.2731717 8.7325945 9.8669967 9.3981753 11.8836022 NA 7.7596998 13.3530291 11.2122353 7.5555002 -1.4473278 8.6228063 10.4098888 7.8836019 10.6069504 9.0263909 8.3918893 9.5929750 9.5785170 0.1376347 10.4114434 8.9201000 10.3104920 9.3926763 9.5442072 8.8473061 11.7387949 9.3839926 12.5659207 3.0121217 2.9450083 9.7100322 9.6729620 9.1609401 11.2275396 NA 3.5526845 0.1376347 13.1944548 11.2583177 9.4383816 12.6012573 10.4539294 9.1196908 9.9715920 6.7958591 7.0445384 7.8678347 11.6602294 11.2248896 12.0370689 10.9647258 8.1507379 8.1357683 10.4516645 5.6716274 4.5299646 3.5970782 7.9956287 5.3075742 -1.4473278 8.9883555 12.7661693 10.2682183 9.7892976 10.4648262 1.8746003 9.7194761 6.7572567 9.5175676 10.4666967 7.8768656 8.8264808 7.0038968 5.7718539 10.3303516 9.4353283 11.2341433 10.5694936 13.6746639 8.6638210 11.8010577 9.3134053 11.0208002 9.1774808 5.9450036 3.4595759 9.2539919 11.4800929 11.8098006 8.0030923 9.6454425 11.1530628 9.0947499 10.5403047 11.3161052 10.8914217 5.5068812 10.1005438 8.1124067 4.3600411 6.0284189 NA 9.2383101 7.1225412 12.4947416 10.6503882 10.0028655 11.0090397 10.4933659 9.8706631 2.5526968 10.5487315 9.0314550 7.6819685 10.9995101 3.2531270 4.8746150 7.2873947 3.1376511 8.8229806 7.6453630 11.3104920 4.9277258 8.5039700 5.2251091 0.8746003 NA 11.6454425 10.3138210 10.9705378 10.8191790 10.5342526 8.6883947 10.3580584 5.5429607 10.2457365 11.3638593 10.2806057 12.1123014 5.6079664 NA NA 10.0385146 8.8218119 9.4376189 1.3600271 14.1834075 13.9337212 11.6128746 7.9231111 10.5788629 -0.4473278 -0.4473278 NA 6.0121172 14.6279973 9.1082330 9.0213093 12.9731061 -1.4473278 9.4900590 9.0680401 11.6498944 4.9450036 9.9620763 9.7682182 9.7150765 8.8241482 9.2277603 11.7046532 10.6667530 9.9487549 10.3692690 7.1893096 9.2251105 8.4745261 10.1614021 5.2037376 7.2617000 9.7049702 -0.00912860 0.64946000 0.46058000 1.34480000 0.44664000 0.86156000 -0.00995650 -0.00027724 0.21039000 0.00638710 -0.51671000 -0.00912860 0.64946000 0.64946000 -0.52518000 -0.50277000 -0.50277000 -0.46632000 -0.02164700 0.42940000 -0.01986300 0.86156000 -0.49078000 -0.00360110 -0.01167000 -0.01422800 -0.03299600 -0.00858710 0.46981000 0.45717000 0.22638000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 0.000 0.464 0.464 0.000 0.000 0.000 0.000 0.457 0.457 0.000 0.000 0.907 0.907 0.454 0.458 0.649 0.649 -0.076 0.427 0.000 0.000 1.320 1.320 0.000 0.000 0.447 0.447 0.862 0.862 0.000 0.000 0.226 0.226 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 0.000 0.464 0.464 0.000 0.000 0.000 0.000 0.457 0.457 0.000 0.000 0.907 0.907 0.454 0.458 0.649 0.649 -0.076 0.427 0.000 0.000 1.320 1.320 0.000 0.000 0.447 0.447 0.862 0.862 0.000 0.000 0.226 0.226 9.8507479 6.2461724 8.8925352 6.1112588 1.3600271 9.2823061 11.2035127 9.3730637 9.8398204 11.2799868 10.4981292 -0.4473278 5.7024331 9.0121169 4.8925367 7.8678347 11.1215915 7.0038968 -1.4473278 5.8100729 3.7226081 -1.4473278 8.7449781 6.1301134 10.8436631 11.2164658 10.5521710 8.3175569 1.3600271 -1.4473278 -1.4473278 9.2806058 8.2001438 9.3291184 -0.4473278 4.8925367 9.6806797 10.5533896 8.3324045 9.3462886 9.9250062 8.2001438 10.9047287 4.1072778 10.4180320 9.3050660 6.2806056 5.3728651 10.2742118 5.9873140 14.0318972 9.7615293 10.3008782 12.7834563 12.5697547 8.5112379 9.4782398 10.5611139 6.9363894 9.7307276 9.2304050 12.7183774 5.4834224 10.2878182 6.1225402 -1.4473278 10.3499415 10.6137189 12.7345364 8.2941525 12.5659207 9.0860149 9.1929302 11.8153674 9.8130168 10.4539294 12.8231996 12.0370689 12.3115331 12.7500556 11.3602415 1.3600271 9.8432803 11.4295859 10.7712485 9.4353283 7.6585935 10.0294315 13.0114764 9.6381578 11.7692781 6.4951995 4.9102386 8.2840042 11.5385273 12.3803257 7.9450025 1.1376347 -0.4473278 9.9102374 12.7848064 11.4650115 6.5805917 11.3165201 11.5227912 13.3821108 11.2164658 10.3171423 10.8513207 5.0121172 8.5068816 5.1965402 9.4752697 5.0121172 10.2975192 0.1376347 8.1600156 13.2621423 9.0141647 11.9887461 11.2895100 1.5526722 13.7367470 5.0565098 6.7474425 7.3792657 10.5381715 8.9694829 5.1225402 9.8847218 9.8638660 9.6394851 11.6291669 6.0365011 10.6055929 10.3700687 6.1673961 11.3680686 10.5473923 9.9107871 -1.4473278 11.7033846 9.6441207 3.3075742 10.1590905 8.8029838 9.7119259 8.4966653 10.4648262 9.2342400 3.3075742 8.3059021 8.1130180 11.4800929 10.7624433 10.9247341 12.4947416 10.4330341 11.3405879 10.9995101 10.3568163 7.6742191 7.3950354 9.7766870 9.8017987 1.5526722 5.5861072 NA 9.2983596 8.9814956 10.3832006 0.1376347 9.4900590 8.6160805 10.4618283 TCGA-CW-6087 61 1 41 NA kidney stage iv t3a n1 m1 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 3 2 2 2 2 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491246e-06 5.20202e-07 13.1147540983607 18.0327868852459 19.672131147541 26.2295081967213 22.9508196721311 8.6220676 10.6254938 6.3369100 8.2784146 10.6257382 10.1367387 -1.9013110 8.7308828 9.5574248 -0.9015804 2.8426571 3.0054000 2.7989422 8.1686265 5.7495584 11.5383364 12.8035979 6.2684307 7.5247705 11.1723124 11.9976736 12.2009791 10.4940397 11.7469755 9.1305513 5.5163588 8.1055330 15.2104463 2.8533969 -1.9013110 5.4993835 10.5610078 9.7405573 9.1558203 4.9313947 -0.9015804 9.1985109 9.6645596 13.1292589 9.1806546 8.8332152 9.3740481 11.0988577 11.3199416 4.4022856 13.1853052 2.6834719 9.1215667 10.6574046 9.3231102 6.3558937 5.4204352 13.9236382 11.4164834 10.9488878 7.6797060 2.7423512 10.4396546 1.8714494 8.3827511 8.3309263 1.0984869 9.9921864 11.2596374 8.6511748 10.0553971 1.4204555 6.2734320 10.2914148 3.5903625 12.3095573 7.8945450 9.2852388 4.6220694 10.9349465 10.6298870 11.5772752 9.4659094 7.1180960 15.1091538 9.3734659 7.1153142 6.4428009 4.8929204 10.3931262 7.8961671 9.6284240 7.5036469 13.5833599 1.2684344 8.2620925 4.2883290 6.8433395 9.1333046 0.6834719 9.5808093 10.4198699 12.7652843 8.5528047 15.9527180 7.9704108 11.0321925 7.3392969 10.8957618 -1.9013110 9.0128907 12.8592775 9.7819388 7.7168908 1.9058515 7.4626405 8.9074697 9.9420341 10.8264260 9.1971956 9.2571153 8.6984185 9.1146174 2.1859617 10.5986005 8.7558239 10.0678921 9.6161750 10.4150699 7.3440580 12.8195006 9.1517525 14.3239201 4.7423620 3.3079530 9.7324090 8.4272701 8.0424857 10.9881996 -0.9015804 -0.3165281 1.0984869 13.5308517 6.1041290 10.6487714 4.0527028 10.1184437 9.2895648 9.8097422 6.1041290 5.6142063 9.2367774 11.2480939 10.6434699 12.0881395 11.2399741 9.2031042 9.9250540 10.3957084 3.0985038 3.4908268 5.0292408 7.9010219 4.5579369 -1.9013110 10.4953779 11.4539943 9.2615261 5.7638418 10.6228024 4.7894789 9.8024091 7.1401651 8.3493016 -0.3165281 5.9933234 6.2583776 6.2226268 4.8798675 8.3511711 9.5686560 10.9292188 12.3032295 10.8408150 8.8929213 10.8671034 9.6386336 8.6003426 9.0143849 7.0985059 3.5903625 8.4865229 10.9976736 1.7013716 7.4297582 9.5471380 11.0768585 8.6482903 10.2627840 12.5023830 11.0696898 3.3839116 10.8697887 7.5702011 6.6834677 7.5268654 NA 7.8433395 8.1305515 11.9763648 11.4012873 8.8374422 10.8365978 8.8067271 7.9549309 1.9058515 10.5527560 9.0151315 7.8110323 11.1524314 0.6834719 3.0054000 4.4735467 0.9058900 5.4822094 2.2684344 10.4338959 1.0984869 10.5489435 7.2307996 NA 0.6834719 11.4512387 10.2034318 11.6193697 11.0730994 10.2083362 7.8961671 10.6801416 6.4514765 8.5711963 11.2760808 9.4816699 12.3323499 6.9842020 1.2684344 -1.9013110 10.8979896 9.2412508 9.2765478 -1.9013110 12.6694878 9.8761719 10.4062756 7.7350760 10.5134550 NA 0.6834719 2.0054000 -1.9013110 14.1177270 9.5116046 9.5121334 11.7678335 NA 9.7665041 9.8032435 11.3271740 5.1319269 10.5139833 9.3511709 9.0527020 8.7168911 9.1819848 11.6630123 9.3576604 10.3740481 10.9767481 8.8683435 9.4316664 4.8127498 10.0351434 4.8068293 6.6115619 10.1642582 -0.0260300 0.0114000 0.2496500 -0.0078863 0.4863000 0.0066653 -0.0019399 0.0076392 0.0322810 -0.0304840 -0.0304840 -0.0260300 0.0114000 0.0114000 -0.0082616 0.1238800 0.1238800 0.1238800 0.0000000 -0.0078863 -0.0069195 0.0066653 -0.0306770 -0.0306770 -0.0019399 -0.0047079 -0.0085766 -0.2436300 -0.0027707 -0.0033243 0.0322810 0.000 0.000 0.000 0.000 0.238 0.238 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.243 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.238 0.238 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.243 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.486 0.000 0.000 0.000 0.000 0.000 0.000 9.6797062 6.1965382 8.4372419 5.9363223 -1.9013110 8.7159730 9.1719776 10.0887939 9.3464331 11.1085738 10.6482903 0.9058900 6.0928586 8.6787642 2.8629869 4.6984185 11.6259826 6.2226268 -0.9015804 5.0871912 6.6220679 5.5163588 9.0366149 6.2070299 10.2979877 11.5383364 10.9852291 10.6198606 0.9058900 -0.3165281 5.5247689 9.1879560 7.3345200 9.7906851 -1.9013110 8.6853452 10.4271805 10.6015859 7.8880394 10.5479122 9.2870943 7.4582549 11.1234720 6.8798650 10.7589472 9.9134884 5.9688695 6.5782851 10.2687436 7.9138887 14.0802289 10.1174012 10.4380772 12.9078717 12.7529178 8.7788650 10.5307864 10.2990976 7.3488043 10.0277639 8.0053961 13.0105528 5.0642879 6.2017926 3.7132119 -0.9015804 11.7326359 9.8289757 13.3232609 8.8084510 14.3239201 9.2017934 8.8831403 10.9317910 10.0307202 10.1184437 11.6596741 12.0881395 12.5903587 13.0514288 11.2256939 2.7989422 10.0016342 8.8399725 11.0543371 9.5686560 8.0772158 10.0494259 13.0709020 13.2952613 12.2886381 5.7850064 7.4113881 5.0871912 11.2316477 12.3388497 6.2174459 3.6834719 NA 12.7122950 13.2193104 11.9493741 7.0871902 10.4870610 11.22456465 12.73569644 11.53833644 11.17231236 10.49403973 9.19916780 13.61454409 8.25205748 8.85589567 5.98114940 10.94046292 4.40228559 4.63766241 12.84195624 8.94085592 12.19167550 11.21192217 2.49082681 13.03505148 8.31735925 8.86751690 7.71652386 9.97041079 10.18497350 4.77092945 8.68440710 9.66455964 7.61420555 11.25569457 7.21744691 14.24606824 8.80758934 4.91868676 10.51398325 10.71551376 10.64997348 -0.31652811 10.84585938 9.78456827 6.15920129 11.40470965 5.56611190 9.63766440 5.41138896 10.62280236 9.82597511 8.05415550 8.66646156 3.26843439 10.99767361 10.88661210 11.88170843 11.97636482 10.59161042 10.88518356 11.15243145 10.19060202 6.54144979 8.10833418 9.59785312 10.07076740 1.79896293 0.09855431 1.68347189 11.57208446 10.81239466 9.56763861 3.42042850 9.76650406 6.96269130 10.92187277 TCGA-CW-6088 60 0 NA 3222 kidney stage i t1b n0 m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 7 3 3 2 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5095915 11.3392217 9.5701707 6.2545279 10.2736763 7.3724167 -1.8541269 6.9243446 9.8386198 0.4679055 -0.6029638 4.9788958 5.5297085 10.5785463 6.8975478 11.2941631 11.5788072 9.1289978 10.4477863 11.5587065 11.9054765 14.5394091 10.2087251 11.8493673 8.4290929 7.3787370 8.2662421 11.1405523 5.1232854 NA 9.4406250 9.5035564 10.2979723 9.7440568 2.5383147 1.9533770 8.6267947 9.4864109 10.2397520 9.2919364 5.7005923 8.9757270 10.4180509 10.2951163 5.5210445 10.1897152 5.6537995 10.5128730 10.6800640 7.7862494 7.7025107 2.1460035 10.9332947 9.8028761 10.5307881 8.3915572 0.4679055 10.8955763 0.5922537 7.8840966 8.2093993 -1.8541269 9.8798670 9.8866283 8.7588728 9.2695503 0.1460035 5.8464432 8.9224375 1.6054469 11.9891402 9.8696652 9.9067242 5.8325052 12.0975723 14.2474671 10.4308284 8.2092647 10.8608938 15.8163494 9.6812797 9.1842374 10.5079481 4.7607160 10.2364477 7.8568108 10.4704662 6.2440365 13.3476306 0.4737350 7.1389424 9.3209300 11.9461965 9.0914481 5.5553959 9.3426065 8.3591087 12.1888607 8.0008727 14.7025505 10.7005932 9.6079953 8.1835515 11.3325829 -1.8541269 2.0529027 11.9900235 12.2688324 7.9581815 1.1460035 7.8891559 10.7995212 6.7826287 10.9092167 9.4701848 9.4819530 9.3814203 9.3669872 -1.8541269 10.3514922 8.2662421 9.8988032 9.9549685 9.1261438 8.6186953 11.5651337 9.3778254 12.8125058 3.1002040 0.1460035 9.6408598 8.9042941 8.4588872 10.5452823 -1.8541269 5.3259152 1.6054469 13.4042759 4.5210445 10.7507892 12.6010104 9.8386198 8.2427197 8.9685752 3.8464432 6.8568102 9.7907619 11.5568532 10.2649455 11.7860798 11.2688323 8.7384615 6.9371678 10.4900228 6.5468837 1.7309660 6.4903006 7.9404205 0.9533770 0.7310094 9.5617462 12.9325803 10.3206180 10.8019822 9.9306392 3.2752902 10.8737121 7.8113400 10.0436457 12.0635629 8.7196517 9.3027196 5.3058757 6.0408223 10.3419916 9.8250445 12.2438719 10.7880560 14.3871682 8.5780764 10.6008177 9.3706089 11.1970433 9.5516777 10.3751236 0.7310094 9.3438353 11.2833157 8.2805462 8.7683034 10.1897152 11.4238729 9.3542388 10.3712118 10.9577804 10.8068916 5.4588872 9.3259134 8.0839080 4.8184313 6.1903976 -1.8541269 9.4549122 8.0870517 12.4693406 9.8377479 9.0566472 10.6941038 9.7328441 9.8747751 8.8713706 10.4473862 8.6318337 7.8077825 10.8287795 2.5383147 5.4858551 7.2752874 6.9002908 5.9533584 4.7309660 11.0828263 6.5340211 9.4498021 6.3535562 NA -0.8538662 11.0337962 10.2947987 11.3257580 11.2673760 10.4007377 8.3566756 9.6127539 5.9737605 11.8403622 11.9110832 10.2957515 12.7888458 -0.8538662 1.3159140 -1.8541269 10.0468712 8.0767419 10.2271549 6.1289986 13.6242368 15.7532769 11.6514438 8.7134948 10.1746012 0.1460035 -0.2689906 2.4679315 -1.8541269 14.2903240 9.5035564 9.4457848 12.0515794 NA 9.1304228 9.0651210 11.3967469 7.2308130 10.6166632 9.0408220 10.0611368 7.7272051 9.1153909 11.4061888 10.6535513 10.4045703 10.7696573 7.8975484 9.9984208 8.7243771 11.2543655 5.6635951 7.5987605 9.1488195 0.00027728 0.00485790 0.01042400 0.01126100 0.02328600 -0.52553000 -0.00318590 -0.03013100 -0.06946600 -0.01234100 -0.01234100 0.00027728 0.00485790 0.00485790 -0.52573000 -0.52573000 -0.52573000 -0.52573000 0.01474900 0.01126100 0.00360760 -0.52553000 -0.00263220 -0.00263220 -0.00318590 -0.53124000 0.00903120 -0.00346270 -0.01023200 -0.04698900 -0.06946600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 10.3545435 6.7862487 10.6353506 6.7894632 1.1460035 8.8756250 7.6054358 10.0923259 8.9042276 11.0385035 10.2665663 1.8464331 6.4679332 8.8386200 5.7898596 7.9517481 11.2151184 5.3058757 0.7310094 7.4033921 4.5553929 -0.8538662 8.8899973 7.9452858 11.1678259 11.2941631 10.6256003 7.2492917 2.6054469 NA 2.0529027 9.3209300 8.5046557 9.2046726 NA 4.9914946 10.232472 10.653799 7.514511 10.090716 9.286195 5.613611 11.599661 5.653800 9.756568 9.900057 6.325913 7.384409 10.538858 6.910877 13.656769 9.387988 10.542074 13.409017 12.521926 8.264945 9.099473 9.531867 6.782629 9.658745 6.034748 13.219477 9.257792 10.020986 5.503555 2.467932 9.918319 10.183208 12.552276 9.564384 12.812506 9.733782 8.569120 9.350575 10.111789 9.838620 14.804983 11.786080 12.334825 12.956476 11.380223 1.146003 9.474679 10.195853 10.545816 9.825044 8.221484 10.015984 13.115481 10.273999 11.322957 3.789865 5.212095 7.663674 11.003791 12.897235 6.040822 -1.854127 NA 11.133446 12.400147 12.087966 7.830753 11.470747 11.1168293 13.5252135 11.2941631 11.5587065 10.2087251 5.8533645 10.3603234 6.8006398 8.8246046 6.1346892 10.7438241 5.5210445 7.2228200 13.4371581 8.8550880 12.0759100 10.9529567 2.8464532 14.3449098 6.5111027 6.1683713 9.7339740 9.8734995 10.3960066 4.7005951 9.5199570 10.6957890 8.6003036 10.8794434 6.3986702 10.8184297 10.8954548 1.6054469 12.4567591 10.0972891 10.1063683 0.9533770 12.0333202 10.2157897 1.7309660 9.9355380 6.6967506 9.1951721 8.4325619 9.9306392 8.8958821 3.3159285 8.5858354 5.4406267 11.2833157 10.5435239 11.5488832 12.4693406 10.3980784 10.3687992 10.8287795 10.5685948 7.5806324 6.3456767 9.4858543 9.3998519 -0.8538662 0.4679055 NA 10.6441056 11.0160916 10.6376070 4.3939310 9.1304228 8.2970208 10.4966674 TCGA-CW-6090 68 0 NA 2552 kidney stage i t1b nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 4 1 7 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.34499533 10.51699197 12.52987101 4.18745105 8.01253571 10.17788566 11.18159022 14.22195657 10.22721701 11.42861252 9.63167291 7.82454766 6.45279967 13.65564762 7.34499533 NA 7.76081041 9.33093570 9.93822580 9.36353162 3.01058293 2.48702321 13.69482976 9.69463909 11.77443849 9.23772169 5.22848010 6.57447697 9.74734611 11.25540578 7.91955640 11.41256911 10.51457510 10.60205828 11.34887701 9.09988323 6.54771047 4.73494260 12.07947172 10.35853495 10.81681103 7.84456643 NA 10.16649478 NA 9.81849143 7.27164977 NA 10.02568857 9.22595137 8.04160330 9.42229020 0.07203718 7.28791457 8.75614130 3.48701035 12.20404841 9.11363643 12.05116417 5.54229830 9.90061613 15.43029640 11.01057664 9.54297496 11.28730791 15.58724581 9.78335728 8.51768198 8.24190214 3.97886373 9.91275509 7.84016170 10.79222140 9.32069542 12.46348928 1.29437078 8.60105613 3.18745105 10.18702081 9.42070534 1.29437078 9.26097809 8.97183752 11.05402007 7.46429497 13.98376174 9.28305431 12.00803841 9.28386553 10.68300196 NA 6.92164341 11.54855463 11.14433309 7.27164977 3.73493718 10.16693457 8.56516531 7.72063417 10.65756570 8.82017003 8.78048629 9.80950625 9.48066077 NA 9.83518953 8.44701667 8.72183197 11.30938631 8.85442928 8.23352909 12.34208459 9.72601647 12.42402059 NA 3.73493718 10.38825865 8.89640567 8.49263915 9.38637167 NA 3.24190118 -1.51292532 15.13134979 1.48702321 10.45855826 6.14522705 7.47285652 8.74322344 8.70376068 5.02617151 5.55310242 11.24357097 10.76923436 9.90539438 11.55215475 10.36965776 8.24856567 10.58636244 11.24523787 4.96274797 2.48702321 5.05686961 8.08133909 -0.51292532 0.80892043 9.41108490 13.03191874 9.89534443 7.50938232 9.32779266 0.07203718 9.78908235 8.59815041 10.08175917 1.65695393 5.63676091 10.97334694 5.24190118 6.95836479 9.97836669 8.70739296 11.55830940 10.97686266 12.38504915 9.38895258 11.44357231 9.52181359 9.89321961 9.88629254 6.04925611 1.29437078 8.20811386 11.11432056 9.11349944 6.09988218 9.04160358 11.48578137 6.39390523 9.84181497 12.91635602 11.23226879 5.92995902 10.14388635 8.24121716 5.87071980 8.62784428 -1.51292532 8.41479261 6.69646823 13.89331934 9.40438672 8.73968004 11.07361990 9.37727887 9.18571939 3.39391038 10.97648386 9.12725951 8.67930732 9.54838595 -0.51292532 5.31990329 4.84456643 2.87933328 1.48702321 4.69646684 10.54500634 5.58504666 10.97456832 7.00405413 NA 0.07203718 10.71041308 10.23016602 11.26714430 11.37366387 10.35313447 8.59030260 8.09803945 5.27583025 11.47782777 11.68284820 9.91380360 11.27185394 0.07203718 NA NA 9.88094138 9.54568290 8.81681087 0.07203718 13.89915444 13.20891489 10.55646448 7.60002736 10.40811178 -1.51292532 -0.51292532 -1.51292532 NA 15.65265775 7.36045910 9.15767081 11.87328134 -1.51292532 8.52730458 9.48225900 11.05805621 5.24190118 11.06986231 8.94439553 8.84676408 7.91537509 9.47782767 10.88816088 9.99282620 9.68054009 11.40866967 8.21493493 9.59880232 8.11454870 11.06703767 3.76908407 7.00377874 9.93667916 0.3544700 -0.3074500 -0.2947300 0.0420240 0.0317180 -0.3083900 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2.0719686 9.0036995 4.5744770 10.1873114 10.5169920 11.4260153 7.4265935 NA -1.5129253 2.8793333 9.7001189 7.8750317 8.6072526 1.2943708 6.5955395 11.1601029 10.9967897 7.2716498 10.8173714 9.1638532 7.4207056 10.4592765 3.3449989 10.4203365 9.5176818 6.4295289 7.2012604 10.6731289 8.9143274 13.4173362 10.7233279 10.1113532 13.0334872 13.4718781 5.7998981 9.2814305 9.9011713 9.7549718 9.3007959 5.3325039 13.7226176 9.3079913 9.0644434 6.2217244 2.4870232 11.2650918 8.0416033 13.6900950 9.2089683 12.4240206 9.1227328 5.9627480 9.5355015 11.2576785 7.4728565 16.5108502 11.5521547 11.7622662 14.6364641 10.3916493 0.8089204 9.4118272 9.5375436 11.7171852 8.7073930 8.2700131 10.3254307 13.1256768 11.1111247 11.3424672 2.1874511 4.3449989 3.8793333 11.0122908 12.0895976 6.4470171 NA NA 9.2081139 13.0703913 11.7572895 8.0222901 10.9114434 11.1143206 12.1662748 10.5169920 10.1778857 10.2272170 7.7584777 11.1454493 5.8089436 8.9027565 6.3071935 9.9048672 7.9195564 5.7538024 13.0471038 8.9957999 11.9779909 9.4806608 3.5314064 14.4085535 4.9104257 5.7349426 8.8677464 9.9838685 10.4725009 4.1017257 7.7976272 9.9571650 8.6157694 12.1178506 8.3214858 11.9579277 10.1660548 3.0719857 13.0938247 10.4339210 9.9169444 0.8089204 11.4240206 9.8111952 2.8793333 10.1541262 9.8190512 8.2749172 7.4118270 9.3277927 8.8681141 6.5531040 8.7194357 4.1017257 11.1143206 10.8642252 11.0670377 13.8933193 10.4742787 10.9080275 9.5483860 10.2724671 8.3103819 6.7538011 9.3566084 9.5955391 4.2683745 1.2943708 NA 10.5200935 10.8619889 8.7942154 1.2943708 8.5273046 7.9688142 10.5104225 TCGA-CW-6093 73 0 NA 3146 kidney stage i t1a nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1904281 7.4531982 5.8469019 6.7683114 9.7971923 -0.6368850 NA 3.4923660 5.7381247 10.8959283 6.3798930 11.3285090 11.8272483 7.6461735 9.5645967 10.5317576 11.9766447 14.0999527 10.3644936 11.8225171 7.7446287 7.6438562 8.2272718 10.3281481 5.9480471 NA 9.4006323 9.7001498 10.2510675 9.4846189 2.8225262 0.9480775 8.3644936 9.5670451 10.0212969 9.8194399 5.9777951 1.9480401 10.6954018 10.4660454 5.8142966 10.0961008 5.0910058 10.3425106 11.1788690 8.1736572 8.6322122 2.1704379 10.6507978 9.8792778 11.0064907 7.9574103 NA 10.6911909 2.1969847 8.1062368 8.0195101 NA 9.8604383 10.2050429 8.5191684 9.3639094 0.3631150 5.1832642 8.5907012 1.6849982 11.0403646 9.3729140 11.2567661 6.8388194 11.9194574 11.7425992 11.1206838 8.3389333 10.6571317 15.8038897 9.4419034 8.5882930 8.2257227 4.5919068 9.9438151 7.8101687 9.9489868 7.4611176 12.9568850 1.6864333 7.2318768 8.4755251 11.8243091 8.8448849 5.0212976 9.4525359 8.8579409 12.2874340 7.7140243 14.2865863 10.5163207 10.5864355 7.4074794 11.1991358 NA 2.6850207 11.9512144 11.6893744 7.8649228 3.9176704 7.4794294 10.3826761 7.1542480 10.9179141 9.0807618 9.2093593 9.2541095 9.7283142 -1.6371094 10.4859134 8.7018218 9.8693930 9.9056337 8.9787150 7.4794294 11.8297877 9.5235872 12.5241386 0.9480775 6.2639527 9.5682678 9.0996311 8.2148344 10.3432250 NA 4.2699757 -0.6368850 13.7333301 2.1704379 10.7809379 11.5757338 9.7430053 8.2411361 8.8388188 2.4505382 6.2396023 11.3701127 11.1575013 9.8342525 12.3467871 11.0190633 9.7178858 6.5077439 10.4942993 5.8225160 1.9480401 5.4611160 8.0105438 1.6849982 -0.6368850 9.5707100 12.3087121 8.6588545 9.5160039 10.1158842 1.5330151 11.1152570 7.4291749 9.7425776 9.9685650 7.7007074 9.6934422 4.7206396 5.9555430 10.1619622 9.5535274 11.5117209 11.2599854 14.2170528 8.7430703 10.9003038 9.1129547 10.6881097 9.7751260 10.1125359 0.9480775 8.6895148 11.2605528 8.6866805 8.7515872 9.5559946 11.6913396 7.9291394 10.6731301 11.2742901 11.1458789 6.6298724 10.2097511 8.2290505 5.3403664 6.6345483 NA 9.1493552 8.1345747 12.9894789 9.4040601 8.5405051 10.9063590 9.7570121 10.0024262 8.9205491 10.3626909 9.1460837 7.5330104 10.6756848 2.8866477 3.4505514 6.4452351 5.1308732 5.5919038 4.9014703 10.6850136 6.4923692 10.6345981 5.5856386 NA NA 10.7489478 10.3360652 11.3355268 11.3743127 10.2003191 7.7532542 8.8356241 6.2967767 12.6374636 11.6075979 9.8920279 11.6023856 NA 0.6849982 -1.6371094 10.0337417 8.8327274 9.9892507 6.3346291 13.8894624 14.6299451 11.2864129 7.2645252 10.3241733 NA 0.6849982 -0.6368850 -1.6371094 14.0422631 8.9224625 9.5652093 12.0195103 NA 9.0927061 8.8434010 11.7068263 6.4452351 9.7255772 8.7997971 9.5330104 8.0565721 9.1912219 11.6049196 10.5048733 10.3099917 10.6319198 7.8306908 9.7623794 9.4217537 10.8631804 5.1414246 7.2158329 9.5223261 0.00110930 0.00499690 -0.00069303 0.00138680 0.49649000 -0.00304750 -0.00421940 0.00041593 0.01684500 0.00485790 0.00485790 0.00110930 0.00499690 0.00499690 -0.00013862 -0.52685000 -0.00069303 -0.00069303 -0.00443120 0.00166420 -0.00110870 -0.00304750 0.00000000 0.00000000 -0.00421940 -0.00211950 -0.00124730 0.00124810 0.00263570 0.01042400 0.01684500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.000 0.000 0.000 0.000 9.94851748 6.74246439 11.13869571 6.23671455 -0.05199728 8.08589306 3.85494316 10.28519782 7.97595398 11.04175818 10.43655758 1.17043787 6.89836074 8.99244216 3.22107278 7.37151443 11.48007908 4.72063964 1.17043787 6.19597549 4.51283368 1.68499822 9.07475240 5.85493818 10.51098990 11.32850900 10.47556403 7.48461911 0.94807750 -1.63710936 1.53301507 9.45584255 7.81841281 9.13209662 0.36311499 5.06352451 10.855439 10.441570 7.331752 9.745169 8.758620 4.091006 11.336783 5.183264 9.830181 9.012342 5.091006 7.248781 10.358853 7.522957 13.612940 9.812750 10.660288 14.455739 12.530660 8.414295 9.338933 9.530503 4.789348 9.751103 3.886648 13.263009 9.621062 9.043445 4.512834 1.684998 9.975954 10.093556 13.606743 9.470303 12.524139 9.550437 7.986967 8.485913 12.244295 9.743005 15.071051 12.346787 12.178168 13.333820 11.220678 1.363059 10.330672 9.855940 9.193601 9.553527 8.239602 10.103709 13.044379 10.310357 11.595955 2.822526 5.562758 5.582255 10.722835 12.678801 6.144444 NA NA 12.328960 12.695681 11.948749 7.846901 11.224366 11.36537306 13.54124450 11.32850900 10.53175758 10.36449364 6.04958503 10.97687490 7.18326418 8.69288187 6.92532774 10.88958465 5.81429662 7.14771983 13.62042391 8.64037293 11.85819093 10.92580483 2.45053825 14.15483337 5.82742782 6.10455263 8.81900837 9.80913481 10.69119931 3.91767043 9.42040029 10.05308336 8.76929041 10.91503397 6.17686727 11.18446082 10.74759938 0.68499822 11.77114972 10.21600504 10.09355555 -0.05199728 11.93862466 10.25144821 2.75540037 10.04783404 8.07733113 9.61338376 7.94428629 10.11588418 9.16112785 2.75540037 8.74462835 5.48202540 11.26055276 10.60238561 11.22959165 12.98947893 10.15668873 10.90103174 10.67568478 10.64819865 7.63221222 5.72940866 9.33964961 9.64443586 0.36311499 6.28260475 NA 10.42378131 10.98460850 10.36238079 3.64848845 9.09270614 8.12629767 10.30926067 TCGA-CW-6096 44 0 NA 2701 kidney stage i t1a nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA NA 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CW-6097 32 1 571 NA kidney stage iii t3a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 1 7 2 6 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.97643e-07 2.080808e-07 24.1379310344828 20.6896551724138 10.3448275862069 31.0344827586207 13.7931034482759 7.7586350 11.3169567 8.9560964 7.5313542 10.4709016 8.6919009 0.9984122 9.7668762 10.0725554 -1.3233715 3.7745130 3.8057671 2.1359288 9.1773276 5.4446704 11.4454971 12.4107721 7.6932939 8.1215009 11.3937338 11.9702448 14.6358609 9.4363740 11.7195131 8.4902669 6.4179521 8.3489114 14.3015676 2.9984122 0.2614706 9.3889956 10.4086533 9.8841102 8.8539052 4.5591308 0.9984122 11.3767088 9.4676487 12.2504880 9.8057689 7.8413926 8.2482383 10.8185929 11.1189110 6.6988533 12.2128545 6.7797732 10.1793176 10.9572566 9.2358630 6.0252149 3.5344725 12.0406205 10.4284482 10.2425399 8.2059164 0.9984122 9.8322275 1.2614706 9.3146773 7.6932939 0.6764480 10.0536964 10.6483886 8.8464109 9.4720385 2.9984122 6.7745183 10.1773277 2.2614405 12.1375815 8.5453086 9.2838162 4.3489122 11.5916650 12.8608188 11.9400485 8.7208390 9.7002401 14.7166043 8.9870986 8.3559659 9.0794979 4.6072238 10.4292845 7.4578454 10.1663338 8.1603016 13.3821182 1.9984122 7.5089642 9.0677293 10.4179528 8.6350386 1.2614706 9.4171099 9.7160903 12.4777900 7.8211438 15.2535402 9.6665897 12.2342116 9.0129924 11.2183085 -1.3233715 8.2214503 12.2118827 10.4950680 7.0558637 2.6764931 8.4870574 7.4545633 9.4838408 10.7181450 9.3656103 9.2387284 9.0901137 8.9848249 NA 9.8489133 8.5077931 9.1961221 9.6422702 9.2791848 8.0318368 12.0118217 9.6153302 15.0406205 4.9053028 2.2614405 9.7639486 10.4226264 8.4446700 10.1961221 NA 1.9984122 0.2614706 13.7272273 5.6877130 10.0163359 9.9699574 10.6842140 8.4822296 9.4814235 5.6306821 6.5282353 12.0603251 11.5150988 8.9995406 11.6788385 11.0113178 8.9825476 9.2708104 10.4073805 6.5773533 4.7425776 2.3769293 7.3941625 4.2000492 -0.3235520 9.9142933 12.6496450 8.8992808 8.8338328 10.3656102 4.3489122 9.9444430 7.3275374 9.0180491 9.7566370 7.8262332 9.1194293 9.3338043 5.7634169 8.5172639 9.7009330 11.2007826 11.9809797 13.1632580 8.3524430 11.2458668 9.6197332 10.3026511 9.9670807 9.7612943 -1.3233715 8.4162664 11.1266661 5.2368944 6.9646597 9.4103485 11.1246021 7.0384296 9.9010904 12.3912679 10.8035128 5.5591277 10.9647751 8.5523271 5.4313722 8.2000477 -1.3233715 8.3559659 8.0985506 12.3418217 9.8141175 9.0274250 11.1191702 10.1053694 9.3821182 4.1359206 10.8005263 9.0805631 8.1822975 10.7304117 1.9984122 2.5833747 6.3975857 4.2614481 8.6905061 4.3769224 10.4962657 5.0858750 10.1898532 6.6012984 NA -0.3235520 11.1194293 9.7843567 11.3603577 11.3288827 10.4557948 9.2623873 9.0319360 6.9665043 11.3851387 11.4568205 9.8992808 12.1723408 -1.3233715 -0.3235520 -1.3233715 10.1486689 9.0263198 9.1911999 6.5953485 14.3370110 13.8583757 10.6530499 7.6822790 10.8501629 -1.3233715 -0.3235520 NA 2.4838287 14.9443698 9.8908049 9.0879969 11.6270417 NA 8.7290537 9.3620144 11.8627549 5.2614481 10.6978128 9.8275023 9.1471446 8.8526590 8.6905061 11.7278647 11.0337629 9.9297423 10.7748469 7.9172772 9.6451526 8.4578454 10.8498507 3.6814380 6.5484520 9.9321046 0.11565000 0.00847430 0.23783000 0.00840380 0.46844000 -0.00373950 -0.00429290 0.00000000 -0.03013800 -0.22084000 0.11565000 0.11565000 0.00847430 0.00722170 0.18753000 -0.23018000 -0.23018000 -0.23018000 -0.22342000 0.01181800 -0.00097017 -0.00373950 -0.22121000 -0.22121000 -0.00429290 0.01173200 -0.20398000 -0.23594000 0.01656500 -0.00069303 -0.02069700 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 -0.212 0.000 0.000 -0.230 0.008 -0.223 -0.223 0.000 0.000 0.000 0.000 0.000 0.456 0.000 0.000 -0.221 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 -0.212 0.000 0.000 -0.230 0.008 -0.223 -0.223 0.000 0.000 0.000 0.000 0.000 0.456 0.000 0.000 -0.221 -0.221 0.000 0.000 9.7791177 6.3838442 9.8669278 6.3543464 -0.3235520 9.3612345 11.7131746 10.4613619 9.0006662 10.4642170 10.6324989 0.6764480 6.4966653 9.2107887 4.1683372 6.9893684 12.0395255 9.3338043 0.2614706 6.1603011 4.1027505 0.6764480 8.6480293 7.4611209 9.2443565 11.4454971 10.0682610 7.9526102 2.3769293 -0.3235520 1.2614706 8.6665897 6.9053040 9.5713037 0.2614706 7.4213193 10.9229295 10.2141895 7.7043920 10.2257892 9.0006662 5.0858750 11.4223702 6.7797732 10.6971186 10.2161294 5.7850090 8.6027820 10.6390204 7.9618878 13.6116969 10.0628872 10.4946685 12.9410750 12.9811936 8.9232264 9.8211440 10.9708194 8.3941621 9.6012984 6.9526096 13.0492149 8.0362352 6.9756944 5.4313722 1.9984122 10.6368498 11.0121553 13.3872922 9.4271928 15.0406205 9.4137331 8.3418217 10.6722530 12.5553031 10.6842140 15.1650635 11.6788385 12.9473651 13.4170045 11.0953925 1.6764931 10.3782255 10.6332249 10.9127990 9.7009330 8.1501915 10.7009330 12.8301170 12.3108431 11.9303333 5.6072238 5.7639480 5.0163359 11.4137332 12.7172036 7.9779822 NA 0.2614706 11.0065623 12.9170536 12.3081131 7.0029151 10.9485324 11.0076827 13.0901137 11.4454971 11.3937338 9.4363740 8.3786586 11.7207091 7.3418221 8.6379355 7.0816272 10.7606298 6.6988533 7.2387286 12.6937214 9.4372057 11.9926259 10.6027818 2.6764931 13.1269883 7.7776998 7.6451526 8.0813295 10.0906425 10.2506062 6.8160377 9.1027505 10.0980247 7.3769259 11.1328402 7.4643881 13.1819873 11.2703437 -1.3233715 11.0034770 10.3306742 10.0196715 2.2614405 10.9633323 9.5054156 4.2310714 10.4048315 6.9196595 10.2325128 6.3838442 10.3656102 9.4979967 9.1338666 8.2576863 5.6877130 11.1266661 10.4938693 11.1884855 12.3418217 9.8413928 10.7646115 10.7304117 10.7879475 7.3311221 6.8663109 9.4221602 10.1613086 7.8489133 3.6764818 0.2614706 12.0489428 9.8952549 9.7016253 3.1359124 8.7290537 7.5773525 10.1832892 TCGA-CZ-4853 82 0 NA 774 kidney stage i t1a nx m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4204893 0.4811956 9.6837764 10.7730241 11.6137910 3.9921249 11.7489958 10.5485971 10.1464987 8.9968627 9.4024086 16.6403758 9.5440184 8.0661253 10.4808810 4.3880517 9.5907322 7.5515522 11.1436531 4.0418738 12.5172677 2.0728261 5.7764462 9.4347773 9.8674564 8.7840302 2.0661236 9.7702595 7.8734804 12.6572736 7.4213294 14.9693409 9.0578361 10.4951665 7.9665897 11.9978477 NA -0.8408875 12.7292682 12.6587692 7.5558392 1.7442042 8.6390150 9.0487386 8.1885221 10.6565875 8.8509781 9.6052841 9.3820295 9.2138389 NA 9.7147825 7.6650459 9.2473603 10.6884211 8.0403484 7.4561507 11.7540363 9.7628610 12.7166385 1.6186615 0.1592417 10.5348172 9.8206876 9.1365147 9.5520886 NA 5.8457359 2.8596714 13.6122802 6.4811633 10.0695027 13.0442160 9.7954061 9.2768777 9.2865841 3.3686846 6.9568965 10.9247280 11.0489287 9.9128693 11.1610281 10.2216182 8.1774350 8.5342741 11.2770401 4.4811633 2.0661236 3.3291667 9.0833049 2.4811698 -0.2558389 8.3613587 12.9789647 10.5520887 10.7704900 9.0966084 4.0661236 10.1581776 8.3178445 10.4644443 14.8813351 8.5134840 9.8048932 5.1134296 4.5083146 10.6640536 8.9015442 11.9176661 11.4615880 12.3024584 9.2419560 12.0464553 8.4154435 11.1359778 10.2400521 11.0092261 NA 8.6896409 11.2418827 12.0340892 9.4122195 9.5364452 11.9263846 8.9132871 10.0814474 11.3983856 10.8557676 4.3686846 9.4295300 7.8456299 5.3589061 7.4834152 -0.8408875 9.7771613 7.2280125 12.9167288 10.4572972 8.6680198 10.5836634 10.5574439 9.3172132 6.5123818 10.8988676 8.7940457 8.0078576 9.8747678 0.7441611 5.5686250 7.6390150 -0.8408875 9.4929491 2.9665966 10.8805475 6.1134317 8.7466467 5.9223144 NA NA 10.6744417 10.6168721 11.7113033 11.4954622 10.9891555 8.9340216 9.2703638 6.2312865 10.2101037 11.7268343 10.1393742 11.1172435 -0.8408875 0.7441611 NA 9.8338682 9.1960950 9.4504055 8.1718593 13.0956886 14.3921240 9.8888554 7.2619980 9.7143031 NA -1.8406292 -0.2558389 NA 13.9235102 8.9348449 9.2962259 10.8398140 0.4811956 7.7460742 9.3081117 11.0309474 6.6063179 10.8349712 9.8470478 9.4990847 8.9625586 9.1725573 11.2728140 11.4273380 10.0551886 11.4577269 7.9307243 10.0988139 9.5429390 9.7661025 4.4101986 7.0580480 10.0403486 0.0076536 0.0040233 0.0272150 0.7353000 0.0024959 0.0076382 -0.0051237 -0.0077491 -0.0628990 -0.0157420 0.0077774 0.0076536 0.0040233 -0.0044668 -0.7760000 -0.7671500 -0.7671500 0.0272150 0.0164240 0.0051349 -0.7707600 0.0076382 -0.0173920 -0.0173920 -0.0051237 -0.0022178 0.0074991 -0.0209620 -0.0193150 -0.0256210 -0.0628990 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.735 0.735 -0.769 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.735 0.735 -0.769 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2077216 6.8174467 8.9818056 6.9374103 -1.8406292 9.6032142 12.6848166 9.2952965 9.2533124 11.3966956 10.2340451 -1.8406292 6.4213294 9.7844868 4.4446339 7.7099812 11.0268995 5.1134296 0.7441611 6.7252885 4.1365113 NA 8.7423175 7.5079627 10.9754544 10.7430226 11.0360643 7.3735534 -1.8406292 -1.8406292 0.7441611 10.0810755 7.4968562 9.3000645 -1.8406292 6.4260215 9.4974140 10.6344614 7.8648671 9.9786155 9.1257402 6.1192358 10.5488660 6.3089815 9.8263462 9.7512244 6.9568965 6.6590811 10.6001039 6.5079627 13.2432125 10.5282867 9.8943676 12.6144334 13.0596298 7.7867688 8.0000124 9.5696861 6.3089815 9.0179929 5.5515529 12.6733323 8.0585914 10.6212256 3.9405990 2.9665966 10.1715100 9.0441684 12.1240267 9.4618735 12.7166385 9.6911035 8.8156596 10.4791890 10.6633088 9.7954061 16.1830648 11.1610281 11.7361913 13.8754379 10.8631383 0.4811956 11.5285594 8.2172264 10.5917765 8.9015442 7.6590804 9.8596744 12.5056099 10.2202683 11.5337308 0.4811956 5.2572671 7.5233691 11.4877694 12.3698299 5.6186674 -0.2558389 NA 10.4233840 12.7293275 11.0958487 7.0510186 10.8518501 11.1713354 13.0366147 10.7430226 10.9617510 10.1286212 6.5938632 10.5794581 6.2677586 9.1995244 5.6104461 10.0011921 6.7441974 6.6309092 12.4642091 9.4030037 11.6582085 9.9573015 1.4811439 13.7882212 6.8357561 5.6430509 8.6164823 10.0623634 9.5118299 4.5515529 9.1571198 10.6580839 10.0973440 10.6430504 5.5515529 11.4898715 9.7267154 -0.2558389 12.8630842 10.7281408 10.4121957 -0.8408875 10.7603090 10.1777827 1.7442042 9.8382749 11.2538073 8.9397743 7.6510876 9.0966084 9.2171927 4.2253212 8.5781413 4.1592336 11.2418827 10.3499853 10.8503238 12.9167288 10.8219030 11.4863662 9.8747678 10.8992262 7.8174461 5.8596739 9.5418586 9.4271917 1.9665781 2.9665966 -0.2558389 10.1507565 11.9381444 9.4124913 3.5515529 7.7460742 8.5001974 10.3316621 TCGA-CZ-4854 68 1 1404 NA kidney stage i t1b n0 m0 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 3 2 5 3 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288889e-06 5.548821e-07 10.4651162790698 22.093023255814 17.4418604651163 34.8837209302326 15.1162790697674 8.6624266 10.5237442 9.4475422 9.8913499 10.1895131 7.9423802 1.1414982 9.1210105 9.8913499 NA 0.8492787 6.2569578 2.9488438 9.2699044 8.6728620 10.8554397 11.7463425 8.2912278 9.3021922 11.0033429 12.4558749 14.7831422 9.8026648 11.4224445 8.2724800 7.4931557 7.7512749 13.8669533 6.6063667 NA 9.2595218 10.3460516 9.9434583 9.9375201 4.1712309 0.5565030 11.1099073 9.9445354 10.7750813 8.8303136 7.0443581 8.7075345 10.1019652 11.0910641 6.7512749 10.3921737 6.0643116 10.2797523 10.3638729 9.0888738 8.3263558 3.5107088 10.6396648 9.9812092 10.2156219 8.6896601 4.4931541 10.3307120 2.7288348 9.8282554 8.5691424 2.5565275 9.9632545 9.6459686 8.8568706 9.4842886 1.8784507 5.8233035 8.9008140 6.6909436 11.8705347 10.5139829 10.3101526 5.2707644 12.3697210 12.7344825 10.9088374 8.8930245 9.4314993 15.4680504 9.4716504 8.2946102 10.8744958 5.1111065 9.5287799 7.5844236 10.8002870 7.1414808 13.1406584 2.4401283 9.0113416 9.5230234 9.7756865 9.0839949 1.7264389 9.9531228 9.3957218 12.3529633 7.8941399 14.3472015 9.5995452 10.9615025 8.2342378 10.2430185 NA 7.3013517 11.5937217 10.8502770 8.9563300 4.6650402 8.8488395 9.3566089 9.5920045 11.4361012 9.5259044 8.4082669 9.6992632 9.5004979 2.9488438 10.1082262 8.8625797 9.7189094 10.2920740 9.8761902 8.0383176 12.2168906 10.1154170 12.6263034 4.3114087 0.8784507 9.4551194 9.8604414 8.5677451 10.0025674 NA 2.7264389 3.7264389 14.7092980 7.0281934 10.3444205 11.3778934 9.7481942 9.4429767 9.1225720 4.4634067 6.4082669 10.9822584 10.7423226 9.8279811 11.3635549 10.9115938 9.0342763 8.9140699 11.3335678 4.4145009 4.0800777 3.8784507 8.9573975 4.3638719 -1.4433989 10.8849124 12.7958928 10.2057742 10.3731017 9.3846545 5.0483713 10.1381894 8.3063876 9.1825190 10.7561903 6.8044460 8.8659943 6.2569578 6.3313057 10.2806055 8.8372889 10.8367088 11.8675567 12.0707389 9.0231042 11.2504405 9.1647727 10.2539200 10.0951919 8.8806987 5.4268820 8.5092592 10.8801358 8.6381745 8.2518161 8.9605951 11.5800991 7.5816578 10.0478700 12.1513091 10.5864953 5.0159480 10.4872553 9.0710644 4.7463450 7.8806984 0.1414328 8.5830414 7.4813304 12.9032395 9.5430711 8.5899410 10.4960972 10.7429418 8.8885545 5.6439803 10.4576376 8.4990326 8.8773185 9.9947900 3.1414818 5.3247026 6.6754589 7.5821563 7.9423802 5.0956755 10.5747182 4.8419178 9.9846479 6.7105764 -1.4433989 -0.4433989 11.1656967 10.0810597 11.7287892 11.6759455 11.7220531 9.1442955 8.7792768 6.0748950 11.4172170 11.1424194 9.6219341 11.1185219 NA -0.4433989 0.1414328 10.3711004 9.2093630 9.2776173 8.3213897 13.2712465 12.4723974 11.2495693 7.0437951 9.7201676 NA 1.1414982 3.6009120 1.3639000 14.0842393 8.3686955 9.1168508 11.0151809 -1.4433989 8.8419203 9.6118682 11.3317167 7.9701462 10.9057992 9.4543635 9.1043765 9.1675428 8.7413935 10.9693524 10.9890599 9.4237966 10.9916673 7.7264430 10.2303924 8.8545804 10.3333622 5.2844401 8.9829611 10.4883636 0.6200600 0.2238000 0.0726840 1.2557000 1.1556000 0.3832000 0.1355400 0.0047190 0.5023800 -0.0561230 -0.0446860 -0.0546900 0.5590200 -0.3460700 -0.0546900 -0.7341600 -0.7341600 -0.7341600 -0.0066432 1.6182000 -0.0608830 -0.4877800 -0.5431000 -0.5412800 -0.0896410 -0.0627640 -0.3495000 -0.4913100 0.0000000 0.7036300 0.5023800 0.121 0.121 0.000 0.000 1.178 1.178 -0.350 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.800 0.800 0.000 0.595 1.277 1.277 0.276 0.000 0.559 0.559 0.000 0.000 0.000 0.000 -1.209 -0.198 0.000 0.000 1.156 1.156 -0.058 0.317 -0.485 0.000 0.502 0.502 0.121 0.121 0.000 0.000 1.178 1.178 -0.350 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.800 0.800 0.000 0.595 1.277 1.277 0.276 0.000 0.559 0.559 0.000 0.000 0.000 0.000 -1.209 -0.198 0.000 0.000 1.156 1.156 -0.058 0.317 -0.485 0.000 0.502 0.502 10.8396064 6.3247026 9.6780515 6.2460964 NA 8.8384479 12.2859263 9.8038521 9.7659714 11.0503109 10.2582577 1.8784507 5.4990326 9.5544031 4.9315554 7.4020084 10.6925479 6.2569578 1.1414982 7.1601447 4.3894085 0.5565030 8.5899410 5.0956755 10.5508326 10.8554397 10.7369214 7.1967634 0.5565030 NA 1.1414982 9.4805883 8.0563641 9.7659714 0.1414328 6.7949227 10.544137 10.331305 8.007729 10.272480 8.961659 4.914072 10.619913 5.654550 10.208915 9.422251 6.263878 6.337877 10.345644 7.475382 13.028066 10.713865 10.001533 13.123761 13.067900 7.782930 9.272480 9.647953 6.221854 9.704359 6.133948 12.880769 8.042347 8.003601 5.389408 1.363900 10.958464 9.261286 12.704041 10.137248 12.626303 9.400439 7.984878 10.958198 10.884351 9.748194 15.494340 11.363555 12.123761 14.363772 11.243894 3.311401 10.856012 8.880699 11.698625 8.837289 8.336237 10.186330 12.508258 10.702768 11.348086 6.015950 5.991145 6.451336 10.865426 12.492512 7.454363 0.556503 NA 10.292074 12.651585 11.717603 7.433035 10.818613 11.0702456 12.6319136 10.8554397 11.0033429 9.8026648 7.4113864 10.9669693 5.4872548 8.7937278 4.9315554 9.2075698 6.7512749 7.2741946 12.3006844 8.6819313 11.7458793 10.2707636 2.5565275 12.4802169 6.7551600 7.2289437 8.6524162 10.0922793 9.4090474 3.0159435 9.1684650 10.0010153 7.6009120 11.1480403 7.1414808 11.5962939 10.0307310 2.7264389 11.7557302 11.4383967 10.0908209 1.1414982 11.0568620 9.6947898 2.7264389 9.6702602 8.2482616 8.7438700 8.5237442 9.3846545 9.1700312 7.5899410 8.7877390 3.5565153 10.8801358 11.0113313 11.0264142 12.9032395 10.2967204 10.3139080 9.9947900 11.0370558 7.4931557 6.5844244 10.0020502 10.0231044 3.4634132 -0.4433989 NA 9.8840707 11.4256935 9.2724800 2.8044460 8.8419203 8.1638484 10.8180253 TCGA-CZ-4856 62 0 NA 18 kidney stage i t1b n0 m0 female 2005 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 6 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.7647058823529 8.2104760 10.1745326 10.4351995 7.2413826 10.0153947 8.6574617 8.5221440 8.4439099 8.3992108 -1.7784322 0.4848084 3.0291525 8.2892258 9.8808953 4.8067520 10.6965114 12.1621050 7.2189710 8.9222312 10.2929186 11.6568105 14.1743516 10.1697935 11.0719783 8.3715384 4.6812244 7.3664499 12.8570561 5.9632591 NA 8.4967288 8.9454523 9.9497119 10.0109174 3.0291525 -0.7781848 8.4190083 9.5521482 11.4368693 9.2999422 5.9632591 4.0031524 9.5930235 11.0536924 7.3841828 11.1633893 5.0162066 10.3059354 10.8420112 7.9082917 6.7335442 3.8656516 11.1009918 10.2600246 10.4214638 7.5459722 NA 11.0523502 0.5436938 9.2024165 7.4041862 1.6812244 9.9932809 9.6189313 7.9565010 9.5805855 2.9766752 6.6226712 9.6385889 0.5436938 10.3481732 9.9030298 10.1569565 6.4697183 11.7150953 13.3963271 11.0623727 9.2246064 10.8093345 16.6690402 9.4518118 8.6022523 10.2986070 4.1525323 8.9733355 7.3917162 10.2094107 6.0291458 12.9593028 1.3394795 8.1984416 9.0072440 11.1479021 9.1203929 6.7840341 9.5112340 7.8511481 11.7160220 7.7315661 15.7886078 8.7335442 10.1757950 6.7136450 11.4071315 NA 2.8067571 12.8554678 12.5076993 7.3407323 2.1286893 7.1730765 11.0780224 7.9982243 11.1328088 9.3677236 9.3178476 9.0983085 9.0960043 1.6812244 10.3049383 8.8826788 9.4512111 10.3374854 9.5181342 7.7935441 12.3378990 9.2231995 12.6498898 -1.7784322 -1.7784322 10.0443623 9.2642033 8.5571818 9.9082919 -0.7781848 2.9222359 -0.1933047 13.6777607 8.5605277 9.7638560 12.8072822 9.6569407 8.9556543 9.5499054 4.3510770 6.4649655 10.2885534 10.8660984 10.0166135 11.2257819 9.8679000 7.6873575 7.8438432 11.0343699 5.4214623 1.9222359 4.2878786 8.1211486 1.5437433 -1.7784322 8.4720897 13.1152826 9.8511481 9.8647456 9.3099172 2.0291348 9.5870203 7.6459574 9.7876693 12.4778527 7.6354192 8.9368955 6.0096943 4.7763778 9.7186452 9.2040720 11.2380774 11.3298258 13.3862663 9.4196225 11.7688064 9.1532678 10.7747006 9.2952636 10.3674052 3.8364998 8.7424102 11.6313150 10.6088502 9.2276966 9.2288187 11.6212029 10.0125472 10.3715385 11.5619197 10.8436143 5.2552137 9.3211391 8.5742101 5.9899769 7.5369411 -1.7784322 8.4226901 7.0828782 12.5514476 10.4952956 8.9924552 11.1015661 9.8387996 9.5532683 8.3791383 10.4717344 9.0072440 7.9100418 9.4367176 3.4697167 5.4214623 10.2455458 1.3917127 7.8420115 4.8656467 10.7470675 7.6893970 10.4939575 4.6207917 NA NA 11.0015108 10.6906700 11.3211392 11.0651237 10.3565386 8.8520585 8.8102811 6.4729897 11.1298087 11.3822932 9.6248035 11.3470435 -1.7784322 -1.7784322 NA 9.7599804 9.1249200 8.5014021 6.9012712 13.5431559 15.2772539 11.3726493 7.9983067 10.0186422 NA 0.5436938 3.6480512 0.2218152 14.0684571 8.3420293 8.7186452 11.8425840 -0.1933047 7.2932537 9.5779076 10.9579819 4.1990677 10.4330714 9.6750620 9.6098087 8.2919125 9.4300257 11.4751958 10.9986356 9.5765919 11.6996762 7.5301308 9.3968732 7.9325980 9.9870775 3.5729988 7.1624870 10.1097736 0.00036415 -0.00101820 -0.00302900 0.46246000 -0.00097017 0.00097064 -0.01381500 -0.00152430 0.02076300 0.01223700 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11.1064504 6.9047863 1.0291348 -1.7784322 NA 9.9330282 7.7433918 8.9674658 -0.7781848 6.4885777 9.6883778 10.3988995 7.8161158 9.5437195 8.3224537 6.1044352 9.9590388 5.2330175 10.2952636 9.1399092 6.9394676 8.0403736 10.3923424 7.6543331 13.5353831 10.2624236 10.2172053 12.8230979 12.4838128 7.1074881 9.2992749 9.5335398 8.8401768 9.3006093 6.1990716 12.9454524 9.4171637 10.7504897 6.0735396 3.6141091 10.1821555 8.9230978 12.7806904 7.7035908 12.6498898 8.5221440 8.2675512 10.8219367 9.9745901 9.6569407 16.1068264 11.2257819 11.5920701 13.4965336 10.5616415 1.5437433 10.6435933 10.3910901 9.8831242 9.2040720 7.2469306 9.8198439 12.8367888 10.6167899 11.6258686 2.2217843 4.7295854 7.3892097 11.4746047 12.1326215 7.1584289 -1.7784322 -0.7781848 9.4518118 12.9840696 10.5543763 7.3942192 10.8699243 11.6230710 12.9833946 10.6965114 10.2929186 10.1697935 7.2189710 10.0287437 5.6054943 9.1391635 6.8142479 10.0182366 7.3841828 9.2586518 13.4103694 9.4774102 11.9657843 9.9407523 2.5437186 14.3320912 6.7893289 5.9565005 8.6777760 10.1086311 10.3967172 0.5436938 9.6709400 9.8175152 8.6396439 11.0846225 5.8142479 11.9758438 10.9866630 -0.1933047 10.9643114 10.5588558 10.4373244 0.5436938 10.9905961 9.0921562 1.8067365 10.2214392 7.1613708 9.6755766 8.4649655 9.3099172 9.2589471 6.2824880 8.5482208 4.7609501 11.6313150 10.4423149 11.3860698 12.5514476 10.4376278 11.2666978 9.4367176 10.9910094 7.7453537 5.7916474 9.8424695 9.0459546 0.2218152 3.5038575 -1.7784322 10.0586308 11.3282987 9.0696318 6.5837357 7.2932537 8.0047896 10.0279382 TCGA-CZ-4857 56 1 1432 NA kidney stage iv t3a n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 5 2 5 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.55875858 1.25495679 7.28226465 9.32751245 0.51803149 3.09654861 5.48763748 5.53296210 9.16547057 8.07770819 11.08913284 12.03321928 8.07770819 7.19514480 11.17234993 11.84369250 14.20176791 10.14067425 11.39401754 8.64385619 9.04642721 8.27734553 13.82914560 7.28177799 -1.06703176 9.02382392 10.05910891 10.00919725 9.60812469 3.63348934 0.93304380 13.86059626 9.72339832 11.47994422 8.29937197 8.00986556 8.87995597 10.20100683 11.36872001 4.88724743 10.69501648 8.15463687 10.68960607 10.32106707 9.35090229 8.07004096 4.29060134 11.63218836 9.96026466 10.38064959 7.68793760 -1.06703176 10.52236379 3.03065390 9.47102525 8.31242830 3.79103262 9.96784875 9.99981162 8.78791823 9.63292579 2.74040952 6.52550671 9.87556430 6.48763909 11.82540281 9.95818931 8.82179311 4.63348934 11.45071175 13.78440840 10.92031377 9.16906389 9.99374568 15.16666943 9.60370608 8.11046922 8.98833221 4.95541976 9.88506288 8.10797550 9.90387462 8.37806461 14.15814419 3.02051998 8.96195028 9.85934578 10.13026642 8.74683104 1.25495679 9.59215370 9.92740317 11.61340927 7.90171648 14.03847133 9.33286164 11.36653609 7.98561769 10.08279691 NA 10.21207987 13.05385463 9.95611097 7.72421232 4.83993944 8.28177799 8.99779257 9.49719918 10.96061024 9.21382041 8.89739050 9.71276909 9.52737437 1.25495679 9.98493848 7.92173444 9.19983623 11.36428614 9.55326949 8.11544427 12.39494609 9.67535920 13.52988011 3.39248229 2.25498701 10.38632037 9.48859755 9.25497780 9.81416378 NA 0.93304380 4.81569326 14.40558195 4.14250330 10.46978262 6.24593294 10.05263937 9.22537134 9.25947918 4.88724743 6.71440901 11.25723030 11.32402479 9.86304779 11.24608298 10.65969368 9.36245652 9.17741356 11.04385929 4.86378486 3.32537202 5.27290034 8.87849362 2.63350096 -0.06688064 10.41585773 12.03321928 9.54315191 3.74040952 9.43886128 2.63350096 10.43140034 7.61955020 9.24851634 6.30808961 7.18097728 9.04157428 6.12287354 6.67451715 9.72013616 9.19514456 11.13609184 12.70082041 12.07435865 8.91763911 11.08184410 9.44282472 10.54591829 10.46978262 10.21960756 NA 9.20334507 11.13547972 5.43194048 8.42548364 9.28177799 11.46345607 7.68793760 9.80341450 12.48679903 10.76475285 5.45661233 10.14493809 8.51733594 5.50290657 8.72421266 -1.06703176 8.77853977 7.59482769 12.26340648 9.56422686 8.49147033 11.03830352 10.24819930 9.50385415 5.61955093 10.55757561 8.57870818 8.73879350 10.18275585 0.51803149 5.94427750 7.08279731 4.20843142 7.72095218 4.93304853 10.77814770 5.50290657 11.51622188 7.46719714 NA 0.93304380 11.13456109 10.70453924 11.64471673 11.11140338 11.22738334 8.62653660 9.03501239 6.33409984 10.96681688 11.48571884 9.83013884 11.50219334 NA 2.39248229 0.93304380 9.57780739 8.83994038 9.62217411 4.93304853 12.47849693 12.53261398 10.41988478 6.57343967 10.57058029 -1.06703176 NA 1.93304380 3.83993944 14.10836539 9.06362023 9.21266028 11.70598287 -1.06703176 8.73394980 9.83485940 11.30073749 7.02580731 10.82483347 9.42690523 8.67451679 9.33499590 9.03371206 11.10610219 10.87409733 10.11544414 10.53945498 7.94147844 10.11931260 7.33819084 10.54453571 5.41525163 8.04603644 10.70453924 0.01726400 0.00000000 0.01056400 0.57166000 1.07480000 -0.04861300 0.01307400 0.02763800 -0.02931100 -0.57723000 0.01726400 0.00879340 0.00000000 0.00000000 -0.61412000 -0.61412000 -0.61210000 0.01056400 -0.10657000 -0.02192100 0.01084200 -0.04861300 -0.58628000 -1.20640000 -0.00041585 0.01530800 -0.59029000 -0.00595220 0.03453600 0.00513590 -0.02931100 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 -0.612 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.559 1.075 0.000 0.000 -0.579 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 -0.612 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.559 1.075 0.000 0.000 -0.579 -0.579 0.000 0.000 10.33286175 6.80341434 9.27512441 6.68392379 -0.06688064 8.87995597 8.33819129 10.43936227 9.02051248 10.60296678 10.40624817 2.93304380 5.98833249 9.18216316 3.25497190 6.47994352 10.96784875 6.12287354 0.51803149 7.20451246 5.91032973 2.83993944 8.96647286 7.42490278 10.42581426 11.08913284 10.29849737 7.04679225 4.14250330 -1.06703176 -0.06688064 8.88579092 7.74683071 9.33712680 0.93304380 6.53296210 10.7156385 10.4011646 7.9414784 10.0238238 8.6626705 7.4087832 11.0616886 6.7595980 10.3561657 10.3135108 6.9774436 5.8278673 10.1449381 7.6711419 13.2698352 10.0636204 10.2085924 12.6759907 12.9299283 7.6879376 9.7266531 9.7363737 8.6438562 9.1702598 5.9554174 13.1789738 8.3635023 9.3403175 5.9103297 2.6335010 11.0148660 9.7160479 13.2807403 9.6081247 13.5298801 9.5642269 8.4760815 10.9042340 11.5313349 10.0526394 16.0313286 11.2460830 12.5638857 13.9560677 11.2106278 1.2549568 10.3129696 8.7111270 11.6507262 9.1951446 8.3842610 9.9602647 12.6481538 11.1076634 11.4969610 7.3124283 6.6677587 7.2276708 10.8111007 12.5228179 6.3759934 0.9330438 NA 12.1267291 12.7688041 11.7838051 7.2045125 10.9463724 11.4430721 12.9964448 11.0891328 11.1723499 10.1406742 7.7659398 11.6881460 6.6609700 8.1951448 6.0929220 10.3888907 4.8872474 7.4368756 12.6052287 9.0738794 11.9110451 10.5845500 2.5180063 12.9612148 8.0971773 7.4722083 8.5669894 9.7722535 9.6019347 4.1029772 9.1117147 10.1570514 8.0148261 10.9131894 7.8726287 11.9542033 10.3608864 0.5180315 11.7311165 10.9103297 9.9210243 0.5180315 11.2439465 9.4168655 3.1809753 9.9609557 8.7956871 9.3145928 7.2861964 9.4388613 9.2109182 3.6334893 7.6507265 4.9103297 11.1354797 10.5024308 10.4254037 12.2634065 9.7556205 10.4343894 10.1827559 10.7588036 7.6195502 6.7785398 9.6854304 10.1166851 3.8872426 1.5180315 0.9330438 10.4809082 10.3414166 9.8799560 2.6335010 8.7339498 8.1104692 9.9774439 TCGA-CZ-4858 39 1 2105 NA kidney stage ii t2 nx m0 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 3 2 5 2 2 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3.468013e-08 0 0 0 0 0 100 6.52295809 11.03363189 4.06352883 8.37413877 10.10518515 8.28993818 NA 10.80325174 9.55237035 NA 3.60206487 4.76396390 NA 9.46120070 8.34661434 10.90154808 12.47198843 0.64846544 6.82507708 10.80288475 12.03183279 13.79376580 10.39163993 10.83666518 9.09004942 6.90272964 7.89007454 13.53875279 6.56337171 NA 5.43856566 10.31619146 9.82673834 9.39556262 4.23345095 0.06350294 9.58512649 8.65598287 11.50387611 8.97491787 9.53723180 5.73595265 10.00604046 11.67131863 10.31500846 11.18990781 2.87087759 10.96477007 11.22560259 9.88848482 7.37186462 5.89641718 11.35929494 10.88050960 9.99942774 7.38093893 2.23345862 9.99721661 0.64846544 8.13332463 7.61811456 2.23345862 10.18700076 10.25828288 9.07195462 10.53351371 1.06350294 5.34892994 10.00750598 8.55537905 10.60849048 8.74476456 10.73373962 3.06352020 12.39221356 9.38883142 10.66436808 8.70196207 11.92014608 16.29136754 9.24840129 9.51473713 5.87088005 4.79144424 9.96665469 7.74652037 10.86483018 6.61811529 12.76233918 2.38545865 9.54819789 2.38545865 7.93080474 8.43639091 0.06350294 9.54734186 9.48874194 10.64378459 8.00896974 14.76145953 9.34661434 10.45591322 8.86118743 11.07370444 -0.93649706 6.57132034 13.28978766 7.55938091 7.88689334 5.23345095 9.28148359 7.48559105 9.82590803 11.56859322 9.13766746 7.98536722 8.80835995 10.28752770 7.49397870 9.78291485 8.80667753 9.26074268 9.79144651 9.44182082 6.39444212 11.63610309 9.72975005 11.86402151 3.87087759 2.76396390 9.25828288 8.67455069 9.18116916 9.79738868 NA 5.21327340 1.64851146 13.72858428 2.06353746 10.87810848 2.76396390 8.89641597 8.80667753 9.45369494 11.68534898 5.47291662 11.55061237 10.80878017 9.41556940 11.33328972 10.21897679 9.28873345 9.26687390 10.93889142 6.20307779 7.32091425 3.23345862 8.28269463 9.64660875 0.06350294 9.78718691 13.04794447 7.25828241 11.00750591 8.63338144 3.15098203 10.21454255 8.15098862 8.79754124 4.64848845 3.45584666 9.24219090 4.01772597 3.31145952 9.53418497 9.77347140 9.09969970 13.16106438 9.59002521 9.41887701 11.90332028 9.42437312 9.48137847 10.02280347 10.29774466 NA 7.36273375 11.19891467 4.77996881 7.19887619 10.62098973 10.51112583 6.44723038 9.77174778 12.54267470 11.19538297 4.23345095 11.09039524 8.18586209 5.72173630 7.59880139 0.06350294 11.82756822 7.94004280 12.61258866 9.88529996 7.11880821 10.85550281 8.06070566 9.22843296 5.47291662 11.13278445 9.24343512 9.84652419 10.18958516 0.06350294 4.94616939 2.52295966 0.64846544 1.38543104 4.67823533 9.92383702 2.23345862 12.01732595 8.39641298 -0.93649706 NA 10.66529683 10.39444287 10.92461293 11.01335269 10.83418991 8.23345095 8.12608494 6.76216142 9.72084447 11.58806771 9.56735169 9.35929494 5.69288187 NA NA 9.99056323 9.75177634 8.69105987 NA 11.26809713 13.75625047 10.62146831 5.85729182 8.45154331 0.06350294 1.06350294 -0.93649706 NA 13.36687868 8.77433244 8.72530422 10.95264967 NA 8.59295666 9.27574274 11.29144275 4.87088252 9.04936802 11.25612706 11.03901574 9.05221073 9.69470298 11.06387817 10.62672230 9.30669994 10.96590114 8.13230436 9.81278378 9.25951331 10.82341421 4.67823533 7.69503058 10.82174919 0.3726400 0.0016642 1.0703000 0.6899900 1.0201000 0.3214100 -0.0319230 -0.0132110 0.0444320 -0.0016503 -0.0824020 0.3385300 0.0016642 -0.0495590 -0.3934700 -0.3956900 -0.3956900 -0.3956900 -1.2348000 -0.0210980 -0.4058500 0.2624100 -1.1858000 -0.3815400 0.2421800 0.3481100 -0.0378980 -0.3897300 0.3499000 -0.0184900 0.0444320 0.232 0.232 0.348 0.348 0.000 0.000 0.000 -0.390 0.000 0.338 0.338 -0.386 0.000 -0.151 -0.151 0.000 0.000 0.738 0.738 0.302 0.302 0.000 0.000 0.234 0.234 -0.030 0.363 -0.398 -0.398 0.000 0.000 -0.390 -0.390 1.020 1.020 0.317 0.317 -0.387 -0.387 0.000 0.000 0.232 0.232 0.348 0.348 0.000 0.000 0.000 -0.390 0.000 0.338 0.338 -0.386 0.000 -0.151 -0.151 0.000 0.000 0.738 0.738 0.302 0.302 0.000 0.000 0.234 0.234 -0.030 0.363 -0.398 -0.398 0.000 0.000 -0.390 -0.390 1.020 1.020 0.317 0.317 -0.387 -0.387 0.000 0.000 10.4934557 6.0969491 7.9027296 6.8016178 -0.9364971 8.6352788 5.9942629 9.7094185 8.5949075 11.7430633 10.2735885 2.2334586 6.5064702 10.2484013 3.5229597 4.4558467 11.5988014 4.0177260 1.0635029 6.8773074 5.9942629 1.6485115 9.1201637 3.3114595 10.5546776 10.9015481 10.6019526 8.2384516 7.9431091 -0.9364971 1.0635029 9.5831623 6.7914468 8.9246130 NA 7.3581466 9.83336387 10.86037679 7.81841345 11.28993818 10.12692112 8.60462254 10.38995555 6.59490679 10.83501547 9.65411309 6.68557719 6.68557719 10.48506490 7.20818460 13.44783759 10.44073652 10.16484522 12.20961730 13.53354931 7.18246686 10.77045363 9.67639454 6.51473772 9.70828364 6.83171007 12.95017522 7.59100314 2.76396390 8.29714555 7.49815431 11.08137831 8.66715236 12.51885322 9.64566798 11.86402151 9.32326918 6.88370512 9.68923485 11.57577265 8.89641597 15.23872466 11.33328972 12.37810925 14.19176205 11.30401922 4.48979338 10.94540470 9.87570328 11.11337454 9.77347140 8.09694913 10.69788335 12.78473202 11.41997797 11.86785875 2.52295966 8.31145362 3.15098203 10.93504627 12.24374598 5.36730816 10.00237047 0.06350294 13.21786946 12.67212736 11.49337729 7.06352559 10.26687401 11.26595599 11.90391057 10.90154808 10.80288475 10.39163993 8.53113150 10.86442590 8.05787966 9.42766064 4.34892640 10.58659785 10.31500846 5.06352451 12.30043113 8.99130387 12.02985122 10.78248695 1.38543104 11.38348031 8.87096140 8.32091379 7.74718731 9.68740753 9.23845179 2.76396390 8.86118743 10.14234400 7.82174911 11.78590666 8.50646945 12.69288264 10.91956243 0.64846544 13.75695851 11.24156833 9.84324539 1.06350294 11.37924167 9.21454255 4.19280963 9.91058337 3.38545865 9.23595342 4.23345095 8.63338144 9.24343512 7.46440525 8.74652070 1.87089731 11.19891467 10.45261952 11.25365931 12.61258866 10.30013826 10.79314678 10.18958516 12.32473945 10.39891638 6.75701258 9.81087990 10.42766064 1.64851146 0.06350294 1.06350294 11.23969918 10.82997209 9.02207869 0.06350294 8.59295666 8.44506908 9.10928559 TCGA-CZ-4859 59 0 NA 1787 kidney stage i t1 n0 m0 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.462289e-06 7.282828e-07 8.69565217391304 20.6521739130435 22.8260869565217 28.2608695652174 19.5652173913043 7.3403068 10.4949325 10.2587170 6.5522264 10.2832664 5.8374261 6.5443200 3.4926736 9.4612171 NA 0.6570912 2.8945074 8.4137362 9.0037520 5.5756845 10.6139547 11.5488960 7.3009684 8.7230264 10.5403516 11.4363379 14.2807115 9.6433937 10.9979756 6.0699492 5.7779930 7.6139544 7.8227958 7.0644324 -1.9635318 7.2939139 9.5015821 9.1658090 9.6947373 1.4959509 -0.3785693 8.2374246 9.3276966 9.7155660 9.1843668 5.7230261 0.8439035 10.1110018 10.6426997 6.1292830 9.2997951 2.1239972 11.3106128 10.4520036 7.7490528 7.3219281 0.6215244 9.3601437 9.6025799 10.8652574 7.6006756 NA 10.7488186 1.9520353 9.6242097 7.6731508 -0.3785693 11.1535195 8.9260300 7.2238781 9.6457647 -1.9635318 5.7914130 9.3385936 9.6224273 9.9830667 10.4522676 8.9687405 5.3403059 11.2162126 14.3347138 10.1932410 8.6549113 9.3763759 16.4808816 9.4669784 8.3674427 10.4949325 3.9672608 9.2337426 7.6101729 10.5420893 4.9907235 12.1445602 1.6226961 7.3264529 8.4908252 10.7460405 8.6812834 0.6215244 9.5906350 7.1938732 13.1551831 7.9509110 15.7506165 9.4115652 10.2215283 7.6749620 12.1403874 NA 1.8438633 13.0570718 12.8741045 7.1053041 3.2459824 7.7421585 9.3696813 7.0477532 11.5288798 9.9990604 7.7678448 9.1612934 9.3482743 -1.9635318 10.4134652 8.0533340 9.6677029 10.1453770 9.0209444 8.3652008 11.5824436 9.7559147 13.1966730 -0.9635318 0.6215244 10.2441503 10.2880705 8.3437267 9.7138051 NA 4.0809220 -1.9635318 13.4792750 10.9544573 9.8009829 13.7148784 9.7959981 9.2562995 9.7243389 2.2064557 6.9130426 11.2490223 10.7436693 8.9419130 12.0862204 9.9118912 8.0123737 7.8960605 10.6886986 2.2844549 0.8439035 2.9907189 8.5949467 0.3585088 -1.9635318 7.7160059 12.9001314 9.7880700 10.5674199 9.0609731 -1.1726687 10.4734976 8.3741479 8.9834907 14.5063108 8.0616655 9.8851488 5.1658075 4.0138017 11.2139454 8.9305857 11.6355089 11.4025748 12.3267608 8.9423641 11.8470975 8.4918531 11.3291351 9.1559470 12.0282249 -1.9635318 7.5581260 11.1666137 12.2041345 9.0204530 8.8479005 12.0084286 7.5283791 10.4153626 11.3159914 10.8563058 4.4794699 9.7868141 7.6676303 5.7300122 5.8113117 NA 8.9130429 7.0863740 12.8955267 9.7460405 9.0414486 10.5183253 10.7750404 9.4737577 6.5834198 10.7222755 9.2587170 7.8882751 9.5343778 0.3585088 3.5600913 6.6875772 0.6215244 9.2520589 4.4459187 11.3788784 6.4753184 8.8638685 5.2844549 NA -1.9635318 10.7788353 10.7043027 10.9319118 11.3172967 10.0654680 10.5341283 8.8865797 6.1560891 11.3159914 11.5788323 10.1116708 10.5637585 -0.3785693 NA NA 9.2755277 9.1404694 8.7980771 2.1239972 13.1316756 14.8285281 11.5885945 7.2676510 9.3085725 NA -0.9635318 NA -1.9635318 14.8564679 8.4256196 8.6857822 11.9650442 NA 6.7124830 9.0321871 11.3783227 3.7644417 9.8706018 10.2468928 9.8567049 8.4050325 9.3033125 11.3545037 11.8420683 9.5688818 10.9182134 7.3288472 9.1963973 8.2962693 8.6776745 4.1450497 6.9596751 9.7386986 0.7809900 0.7373200 0.0267950 0.7960700 -0.0016629 0.0084743 -0.0165670 -0.0411590 0.0072217 -0.0187090 -0.0187090 -0.0036685 0.7373200 -0.0745440 -0.8517800 -0.8226900 -0.8226900 -0.8226900 0.0272160 0.0050649 -0.8433100 -0.0167040 -0.0091286 -0.0091286 -0.0165670 -0.0124380 0.0102850 -0.0099565 0.7372000 -0.0532060 0.0072217 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.13948574 7.23864931 9.59876827 6.72162557 NA 8.47946947 6.59494709 9.68916478 8.24597903 11.51666220 10.84910433 0.35850879 6.52034210 9.61772641 3.35845253 9.16323026 11.22217568 5.16580745 NA 6.40721337 2.68039188 -0.37856933 8.55025349 6.92526958 8.99318523 10.61395472 10.81353455 6.87572970 0.35850879 NA NA 10.12961325 7.56790741 8.91763971 0.03646817 4.63643902 9.5595977 10.7289234 7.9099699 9.8717868 8.5679074 7.0890934 10.2275851 5.7369647 9.5087089 9.1919766 5.8630737 7.6821842 10.7782035 6.8694162 13.7399699 10.2386497 10.0220121 13.7175721 12.5347518 7.9022593 7.6382969 9.4304526 6.2986198 9.0051928 3.2064557 13.5791950 8.0671929 9.8741538 3.5283838 3.5911169 9.9925389 8.6902666 13.3327610 8.4427308 13.1966730 9.1239887 8.4266950 8.6713369 10.9546437 9.7959981 16.0374667 12.0862204 11.1105000 13.4284407 10.2761244 0.6215244 10.8223870 11.9184046 10.7280513 8.9305857 7.7334933 10.4242740 13.0207663 9.1411247 11.6815054 1.9434338 5.5522264 6.5122601 12.2295892 12.4106824 6.4627902 NA NA 11.3881553 12.8628261 11.4658018 7.4856748 11.1186749 11.2386497 12.9569718 10.6139547 10.5403516 9.6433937 5.1658075 9.6359738 6.0809198 8.9702166 6.0138061 9.2737359 6.1292830 7.1554669 12.8334704 9.7580523 11.4759672 9.8702066 0.6215244 14.2461125 6.5728124 5.2556933 7.7915803 10.5425855 9.4633147 2.4288392 9.5620466 11.2095783 9.0540304 10.9411605 4.3033132 10.3604251 9.8511083 NA 12.1583022 10.1641978 10.5160536 -0.3785693 10.3053602 9.5448159 1.0365385 9.8182954 3.6803806 9.3896726 7.0223678 9.0609731 8.5453406 1.2064557 8.9222222 7.7830401 11.1666137 10.2562994 10.9696632 12.8955267 10.8404551 11.5982911 9.5343778 10.5398547 7.4352694 4.1239889 9.4093909 8.6364387 1.4959509 5.6214893 -0.3785693 9.6996393 11.4480501 9.5877535 4.1450497 6.7124830 8.2725402 9.9713225 TCGA-CZ-4860 60 1 206 NA kidney stage iv t4 nx m1 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 3 2 5 2 2 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.3313917 11.6187493 8.0211216 6.8501206 11.5550226 8.1446802 NA 11.7629492 10.1243075 NA 2.4196468 3.5378427 2.4383195 8.0445805 5.9255722 10.5415951 12.4530252 2.8008688 5.2891631 10.2276080 11.5898675 12.7174502 8.6767120 11.5049731 8.2675770 5.8207763 8.5981787 14.0940296 5.9438346 NA 5.9438346 10.4387097 8.8788798 8.4237424 6.3244398 1.4382929 12.8007991 9.2612196 11.6461932 8.7237094 7.9392912 4.9163524 11.3656620 12.2790852 3.4889391 9.9134617 7.0903835 10.8382718 9.9774661 9.1710804 6.9347335 4.2159115 11.5342694 9.9818916 11.1215526 7.7857702 1.6309645 9.6490481 2.6372393 9.8691421 8.6068005 2.4383195 11.0307643 9.4479360 8.7705037 9.5432430 -1.3692218 5.2603080 9.4415239 3.3858451 11.8852429 7.8836178 8.6698715 4.1228052 13.1309944 10.6407810 11.8338414 10.2031789 8.4748732 16.2168611 9.9341623 6.3520523 9.0995764 4.5135981 9.7946020 8.4106718 9.7077679 9.1208003 12.5534439 -0.3690355 9.3109515 6.5013165 7.7781573 9.0551186 4.2748058 9.2846932 9.7296425 13.1156494 7.5378427 14.5350735 7.7550738 13.1233144 6.9573818 11.4551156 0.2158649 3.8788823 12.0423309 11.0551186 6.7131019 2.3313899 8.7983704 6.5967369 11.4063569 10.8986169 9.1167816 8.0593126 9.9295877 9.8971533 1.9528926 9.7544272 7.7024144 9.2438209 12.3888632 9.3698891 8.0924316 12.7160903 9.7595911 14.9102546 1.6309645 -1.3692218 11.9008095 8.9741381 7.1855415 9.8735310 -1.3692218 1.4382929 0.6309645 14.8238038 0.2158649 10.0184312 4.1855415 9.7576569 9.0092472 9.8127259 4.8597708 5.3588745 10.2566612 11.4507323 9.3218233 12.7547440 10.6973779 8.9313048 8.8145876 11.6349972 3.0903792 4.8404078 NA 7.5105355 5.2308639 NA 10.2322589 12.4387098 7.4982309 7.0318319 9.7531333 1.6612936 9.4582950 8.5378431 6.6043916 4.4123141 8.8306249 8.3991365 9.8139673 6.3650521 9.5310644 9.2721009 9.5938484 12.8785832 9.5909543 9.2407222 12.5106313 9.4935897 9.7348957 9.7524859 8.2438209 0.9528554 8.4204862 11.1064325 4.1719754 7.0640367 9.3226959 11.4005836 6.8597708 9.1623339 13.4014614 11.5196956 2.4383195 11.5116838 8.3488857 3.5851428 8.0318319 NA 8.4951387 7.3069093 13.6881826 9.1197966 9.0718217 10.5310644 9.3757862 9.7243699 0.2158649 10.7355413 9.7570114 8.9874044 10.0398129 1.8008688 1.8008688 5.3033789 4.2649642 7.0275566 2.8008688 10.4811392 1.9528926 11.9317368 8.1743130 -1.3692218 -1.3692218 10.6153708 10.2392072 11.0178926 11.0772603 10.0264865 9.9585050 8.7768844 6.6250790 9.3999636 12.1928369 9.7813343 10.1884160 NA NA -1.3692218 9.7164247 9.3799837 7.4858205 3.4889391 13.7856914 10.4618636 9.2130943 6.5367010 10.9674589 NA -0.3690355 0.2158649 7.5527936 14.4481859 9.2757099 9.0016399 10.7955450 NA 8.1367641 9.7028637 11.6714133 4.1228052 8.5675903 10.6746632 8.2215393 8.9494952 9.2702930 10.9517529 11.3281371 9.1922403 11.5141684 7.6421795 9.9825818 6.3104328 8.9105630 3.0903792 5.4889327 11.2102683 -0.204810 1.321600 0.377920 1.147400 1.461300 -0.204650 -0.522970 0.389320 0.000000 -0.208340 -0.208340 -0.204810 1.394300 1.321600 -0.523790 -0.530940 -0.528590 0.402940 -0.491200 0.068952 0.056513 -0.197750 -0.506290 -1.292900 -0.522970 0.081610 -0.522350 -0.557960 0.546650 -0.208210 0.000000 -0.523 -0.523 0.917 0.000 0.000 0.000 -0.522 -0.537 -0.173 0.570 0.570 -0.151 0.389 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.204 0.586 1.322 1.322 -0.149 0.372 -0.491 -0.491 0.000 0.000 0.000 0.000 1.409 1.409 -0.205 -0.205 -0.518 -0.518 0.000 0.000 -0.523 -0.523 0.917 0.000 0.000 0.000 -0.522 -0.537 -0.173 0.570 0.570 -0.151 0.389 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.204 0.586 1.322 1.322 -0.149 0.372 -0.491 -0.491 0.000 0.000 0.000 0.000 1.409 1.409 -0.205 -0.205 -0.518 -0.518 0.000 0.000 9.5697968 5.5967354 9.0178927 6.4337273 2.2159270 8.0862796 10.4435308 10.2808597 8.2566611 11.5768845 11.0259509 NA 6.0821639 9.8355235 3.9163524 2.6309413 11.3335580 9.8139673 0.2158649 7.1505881 3.4383062 1.2159270 9.2539193 7.5967369 9.8737632 10.5415951 10.9275446 7.5074696 2.2159270 NA -0.3690355 9.5120663 6.4511320 9.4693685 -1.3692218 5.8108621 10.6481088 10.2598535 8.6068005 11.2290048 8.4982309 3.0232731 10.4858208 5.3588745 11.0078916 11.4231326 6.1466532 4.8597708 10.2465820 6.0572163 14.1253705 10.2716492 10.9621492 12.9666219 14.6480435 7.2891640 9.3042614 9.2093249 9.9956342 9.6657513 6.1307991 13.4334182 5.8501218 5.9796801 7.8717439 3.3313899 12.4206898 8.8145876 12.1908074 8.3051447 14.9102546 8.6698715 6.7908242 8.6281320 11.8033799 9.7576569 16.1663720 12.7547440 12.6031244 15.8803251 10.4535232 -1.3692218 9.5887798 8.0572168 9.6146585 9.2721009 9.4261802 9.6309524 12.5133088 10.4028544 11.8824333 6.1228052 6.0232709 3.3313899 10.9449690 12.1876979 6.2456630 0.6309645 NA 12.2559762 12.8635981 11.4772909 7.4415241 10.0070777 11.1703536 12.6667824 10.5415951 10.2276080 8.6767120 5.9528810 12.2173231 7.0862796 8.2584864 5.8501218 10.2022310 3.4889391 4.9528787 12.6032950 9.5490702 12.0254151 9.4294241 1.4382929 13.2001553 8.4945192 6.4383078 8.6528206 10.1218033 8.3121909 0.2158649 9.0360939 10.3361527 6.6365768 10.5653804 6.7705040 11.6681561 9.4606750 -0.3690355 11.8902543 11.2880474 10.2684829 -0.3690355 10.4217081 9.3511965 2.0903792 9.9335912 6.5734669 9.2639475 5.7705040 9.7531333 8.3586345 4.1228052 6.6477606 3.8008792 11.1064325 10.7207339 10.6323606 13.6881826 10.7433919 11.3432644 10.0398129 11.9134617 7.1187926 5.5498170 9.3165773 10.0847374 -1.3692218 -1.3692218 -0.3690355 10.5318192 10.5019720 9.3443390 -1.3692218 8.1367641 7.6224743 9.8597710 TCGA-CZ-4861 63 1 446 NA kidney stage ii t2 nx m0 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 4 3 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.56633e-06 7.282828e-07 8.33333333333333 20.8333333333333 18.75 35.4166666666667 16.6666666666667 7.3165413 10.6158040 7.7875631 7.6460604 10.2451783 9.5536852 2.1976138 8.6721442 9.3666898 NA 2.1324452 3.8605656 5.4952794 7.7649220 6.1440198 10.6405435 12.5019513 8.1381581 9.1748800 11.1801183 11.1559110 13.6891871 9.2236622 11.7628607 8.9822347 4.8794264 8.2618937 12.7702378 6.1044897 -1.3872229 6.3268824 9.5157661 9.1862846 9.8498475 3.1361914 0.6126828 8.6294459 9.4248148 12.7501090 8.0782037 7.0720693 6.3268824 10.4589114 10.9129901 6.8366387 11.9715633 3.0720715 10.4127284 10.9538783 9.0220285 7.2419936 4.4952794 13.1603153 10.1681852 10.5870520 7.6182622 -0.3874116 10.3477365 1.2425720 9.1637209 7.4167688 0.6126828 9.9876769 9.8104685 8.2236624 9.4139579 0.9345542 6.6947869 9.3303139 1.6126356 11.7146131 9.3515742 8.2328574 2.6126356 11.9569958 15.1871571 11.1134793 9.0982556 8.8110824 16.3460170 9.4383912 8.1595318 9.7750288 3.6570340 9.6419248 7.5044210 10.9121317 5.8318063 13.3773018 1.8575431 8.5813618 9.0761620 8.7737692 9.1815436 3.0049508 9.3783380 9.6091109 12.7764443 7.9524873 15.1991243 7.4391859 12.8893646 7.2564937 11.2866090 -1.3872229 4.5668334 12.6078746 11.8158325 7.6706293 4.9876756 8.4998582 8.8438586 9.7668227 10.5374499 8.9778663 8.5580812 9.1293224 9.3217214 4.9345637 10.0140503 7.4360044 9.0325976 10.9555455 8.7001002 8.5463281 12.3822129 9.4721721 13.3985496 -0.3874116 1.9345542 10.3972724 9.4046143 8.5329901 9.7354655 NA 4.4952794 1.4199703 14.3161626 7.5463281 9.8617509 10.9555455 10.0246780 8.8135359 9.3890705 5.1824937 5.8980390 10.0540255 11.3390685 10.3587318 11.8695862 10.4207972 8.4328162 10.0949412 10.9432743 1.9345542 4.5899193 3.3675248 8.2797489 6.2273464 -1.3872229 9.5150126 12.2999038 10.8202619 10.0071002 9.6713058 4.3405551 9.5892015 8.1243902 8.4524081 10.3234439 7.7725086 9.0177789 5.0049553 6.8920157 9.1391366 9.8043135 11.7367588 10.6760325 11.2454055 8.6597615 11.6124613 9.1994773 10.9666113 9.6494980 7.8980396 NA 8.5956312 11.4094883 9.6986875 7.5460625 9.1966604 11.6143975 8.7888106 9.9072581 12.5930448 11.0201708 3.3675248 9.9876769 7.6430011 5.0555818 8.6974458 -1.3872229 8.2438147 8.0368039 13.3508353 10.5123720 9.2282670 10.3625069 9.5418958 8.9175592 5.0555818 10.4021711 8.7521889 7.3439567 9.3354451 1.7825763 3.3130717 4.7211594 2.7825553 5.7211621 4.0049508 10.8120031 4.9345637 9.9416994 6.7031201 NA 0.1976138 10.9533221 10.6020319 11.0589454 11.0697618 10.4655570 8.8510422 9.8934082 5.6066525 9.9734846 12.0360160 10.2278072 10.9238182 1.1976138 NA NA 9.8676661 9.4240121 9.5322456 4.5195293 13.5971004 12.2134796 9.1401145 7.2183395 10.4510535 0.1976138 -0.3874116 0.9345542 NA 15.0369514 9.5315008 9.1604959 11.3866008 -0.3874116 8.0883711 9.2752702 10.8881800 6.5784210 10.1971303 9.3691938 8.8073942 8.4628241 9.3165411 11.4638009 10.7953422 9.5029018 11.5892016 7.9898480 9.9340019 6.1044897 10.5202792 3.3130717 6.9679882 10.0049548 0.00069327 -0.00207840 0.30202000 0.98432000 0.00847430 -0.00255690 -0.00830050 0.01614600 0.00990540 0.00069327 0.00069327 0.00069327 -0.34950000 -0.00207840 -0.76877000 -0.72703000 0.30202000 0.30202000 -0.02027500 -0.00857660 -0.00633000 -0.00255690 0.00110930 0.00110930 -0.01354000 -0.00470790 0.00000000 -0.33168000 0.00513590 0.01736200 0.03848900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.230 0.230 0.000 0.000 0.000 0.000 0.302 0.302 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.230 0.230 0.000 0.000 0.000 0.000 0.302 0.302 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7328753 6.3405587 8.9209765 6.2755547 1.4199703 8.9734844 10.0457012 10.0977070 9.0792237 11.5318378 10.6343115 0.9345542 6.8318063 9.1154692 6.6515569 5.6570311 10.6638464 5.0049553 0.1976138 6.9920161 5.7725086 3.5668395 9.4929862 7.5104825 10.8643921 10.6405435 11.2509716 8.8534287 -0.3874116 NA NA 9.7119852 8.2832935 9.2938758 -1.3872229 6.7875631 10.5657426 10.6723199 7.4455273 10.7919246 8.5927769 4.5899193 10.3591518 5.7925456 10.3841269 9.9833248 7.2991384 5.7725086 10.7224681 6.6570311 13.8046605 10.1734479 10.5337345 12.9038801 14.0901744 8.1691433 10.4514475 9.6921222 11.6417521 8.9887628 6.1900656 13.7942168 6.1204328 9.3549469 3.6570340 -0.3874116 11.6548098 9.7925466 14.2380039 8.8712036 13.3985496 9.3294569 8.5956312 10.2397153 12.2116204 10.0246780 15.6077090 11.8695862 12.5562512 15.1420833 11.1964254 1.6126356 10.4336141 9.7237730 10.6570316 9.8043135 8.0220282 9.7237730 12.9354106 12.3123184 11.9467711 0.1976138 5.9345660 5.5433752 11.4155577 12.6259601 7.1556693 0.6126828 NA 11.9612273 13.2973313 11.4345948 8.3439563 10.6682589 11.1079928 12.6122852 10.6405435 11.1801183 9.2236622 6.9833254 11.6494979 7.1517959 9.0462228 5.1975981 10.0648787 6.8366387 6.4199922 12.5230797 8.6238647 12.0783314 10.6861096 3.1975981 13.6903294 7.2475573 6.9657843 9.0913061 9.5617345 9.6027414 5.9524873 8.6308375 9.7412764 7.9502596 11.2821869 7.2636889 13.4234099 8.7737692 0.1976138 11.2321697 10.4698409 10.3156758 NA 11.7216519 9.7806828 3.8220877 10.5326180 7.5668334 9.9095537 7.5463281 9.6713058 8.6856007 5.7825632 8.1517964 3.8605656 11.4094883 10.5029017 11.8890527 13.3508353 10.7844398 11.0797335 9.3354451 10.6560066 7.7623847 7.4860812 9.6583972 9.6981099 -0.3874116 2.9345731 2.5195167 11.2683918 11.3186996 9.4199924 1.4199703 8.0883711 7.9026561 9.9209765 TCGA-CZ-4862 46 0 NA 3271 kidney stage i t1b nx m0 male 2006 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1.803367e-06 9.363636e-07 8.75 25 23.75 17.5 25 9.0619997 10.8100672 9.9353550 8.6526661 10.2074971 8.6975038 8.2174280 7.1549102 9.8342904 -0.1401894 2.1555873 5.4892314 5.5741227 9.3244216 7.5073340 11.2419594 12.1906526 8.7348573 9.9171906 11.5474702 11.3054080 14.1823159 10.4887769 11.9368583 8.6895986 5.9683995 7.5358329 13.1262553 5.3028198 -1.1401894 7.9913728 9.6214270 9.7839459 9.8535218 4.8598752 1.4448261 8.8946747 9.3254422 11.7779936 9.0335529 6.7425183 9.9559320 10.4555995 10.0760153 5.5603145 12.0217950 5.2349151 9.8766841 10.3279907 9.0385407 7.5706823 3.2521886 12.0978326 10.6619882 10.6477783 8.4523327 3.8598801 10.5121919 2.4448261 8.6970464 8.1290027 -1.1401894 9.9898028 10.5229891 8.7178567 9.1130024 3.2521886 6.3274808 9.8296292 2.9473295 12.0835759 10.1930311 10.4685926 3.9473389 12.2732736 10.9263014 11.1854623 8.3245442 9.2424999 15.4589023 9.1196189 8.4429584 10.7656388 5.3356083 10.2201742 7.2435796 11.0823688 6.8822432 13.0776821 2.8362473 8.4008756 10.4630385 10.1231450 8.8836300 1.6672109 9.4115841 9.5689595 12.2211342 8.0934952 15.7705535 8.6895986 10.8567235 7.5252115 11.2913734 NA 7.3597215 12.4420178 11.9791412 8.3213554 4.9042721 7.6959263 10.4782613 7.6013429 10.8721511 9.4211637 9.3017824 9.2392541 9.2338284 -0.1401894 10.1446999 8.8342903 9.9670928 9.7779937 9.3765606 8.5305320 11.9310213 9.5498738 12.7468107 0.8598901 1.8598901 9.5655081 8.7410817 8.6990796 10.5198717 -1.1401894 4.1078050 3.1818023 13.3221863 8.1818037 10.6514457 12.3245491 9.9212469 8.4125449 9.6272325 5.1452780 6.4373043 11.0928962 11.3795120 9.9286541 11.2448807 11.2462772 8.7577213 8.3048906 10.4033910 4.0693327 2.1818023 1.6672109 7.7994552 2.5603237 -1.1401894 10.3411706 12.9990274 9.9943021 10.6784580 10.6122565 2.5603237 10.4245016 6.9473389 8.8013197 9.6672308 8.1452780 8.2564805 6.5877955 6.1721234 9.6800548 9.4635021 11.7203808 10.5472514 13.2743628 8.3265845 11.0693291 9.5189798 10.7783664 9.3686610 8.1452780 0.8598901 8.3755756 11.3676704 8.1939481 8.6444450 9.9205717 11.2532662 8.6736571 10.3043731 11.6334271 10.6441016 5.5037335 9.8009234 8.2873980 6.5393558 8.1636567 NA 8.7022260 7.9178673 12.3904040 10.6013427 8.9736179 10.5207630 9.7333199 9.8038557 7.4335228 10.5118871 8.6013429 8.0096226 11.1719078 -0.1401894 4.5877970 7.0197475 4.3834347 7.7697691 3.1078050 10.9914112 6.3755764 9.5860939 6.4099306 NA NA 11.0705471 10.2108150 11.2620884 11.1368725 11.2546064 9.4077343 10.0867696 6.7401936 10.7459533 11.5334057 10.1012632 11.9438537 3.2521886 1.4448261 NA 10.6371311 7.4221186 9.8626908 7.3152030 13.1019334 13.8381393 11.6293004 7.0986154 10.0922966 NA 0.4448791 -0.1401894 5.4297298 14.5877962 9.3507266 9.6114199 11.8876090 NA 9.8898531 9.0864566 10.9413592 7.2945040 10.4297313 8.9955851 9.8016570 7.9891589 8.8794665 11.3696508 10.1980550 10.2840421 10.3607176 7.9069994 9.9508020 7.5843898 10.2596877 5.8712153 7.8975599 9.4504628 -2.0672e-03 7.1630e-03 1.2970e-02 8.8332e-03 4.9609e-04 -4.3977e-01 -1.4974e-02 -1.2358e-02 -3.1553e-02 -1.6212e-02 -1.0601e-02 -3.1388e-03 8.0141e-05 7.1630e-03 0.0000e+00 0.0000e+00 0.0000e+00 0.0000e+00 2.2995e-03 3.4101e-03 5.0772e-03 -4.4517e-01 2.0220e-03 2.0220e-03 -1.4974e-02 5.9113e-03 4.9609e-04 -5.7341e-03 -3.1059e-03 -1.6212e-02 -3.1553e-02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.44 -0.44 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.44 -0.44 0.00 0.00 0.00 0.00 10.2871886 6.5463759 10.0241543 6.6232216 NA 8.8584663 7.7084990 9.8673445 9.9638192 11.2297293 10.2687363 -1.1401894 6.3028198 8.8371558 3.9473389 6.2607559 11.1184418 6.5877955 0.8598901 6.8082435 6.7053656 -0.1401894 8.7348573 8.0298007 10.5405298 11.2419594 10.1942664 9.1360001 0.8598901 NA 0.8598901 9.1941491 8.1054282 9.6297136 -0.1401894 8.6461454 10.4377766 10.3922317 7.8794662 10.3922317 8.9827039 7.4523327 11.1899523 6.2777282 10.1012632 10.0447511 6.2692670 7.0348012 10.3411706 6.9943025 13.3729865 9.9049528 10.6712505 13.2969126 12.8159433 8.3193072 9.8140721 9.6097452 8.4429584 9.5472514 8.3396558 13.0688721 7.8342903 9.9124439 4.3193072 2.0298062 10.3300262 9.9090437 13.2030615 10.1441215 12.7468107 9.3356092 8.4874096 10.6915789 10.4245016 9.9212469 14.7298792 11.2448807 12.3354826 12.7642282 11.2248312 2.0298062 10.6305397 11.1834935 11.8451841 9.4635021 8.0546325 9.9225966 13.0339432 12.5356123 11.4214024 5.4892314 6.3912573 7.5637797 10.9503190 12.7723909 7.3274817 0.4448791 -1.1401894 11.3345957 12.6606746 11.9153158 6.8256597 11.1809583 11.6682367 12.9761385 11.2419594 11.5474702 10.4887769 9.1818040 11.4344693 7.7667661 9.2965873 6.6477779 10.5869453 5.5603145 7.1406468 12.9369310 9.0644469 12.0779849 10.9536234 2.3193000 13.5696058 7.6214937 7.8285427 9.1578123 10.1829305 10.0619996 7.7817164 9.2403368 10.5877963 8.5741212 11.0419597 7.6736568 13.3225698 9.7757551 0.8598901 11.7234813 10.1919124 10.5616154 1.6672109 11.5487817 9.9393606 5.9683995 10.8860533 5.9683995 9.5010245 9.3736034 10.6122565 9.7127875 6.0693284 8.9273101 5.1452780 11.3676704 10.7935664 11.3651911 12.3904040 10.1693521 10.9110847 11.1719078 10.3416753 6.7425183 8.0247829 9.8926104 9.6155980 2.0298062 1.6672109 -1.1401894 11.1319223 11.1663419 10.3131464 4.5322983 9.8898531 7.4965007 11.4233104 TCGA-CZ-4863 51 0 NA 1928 kidney stage iii t3b n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 1 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 3.468013e-07 0 15.7894736842105 28.9473684210526 23.6842105263158 31.5789473684211 8.5117001 10.6356325 10.1519092 8.7001453 10.4576787 7.4875338 NA 5.4624614 9.0974615 NA 2.1440137 5.3224762 5.8854109 9.6768243 7.5588515 10.5533321 12.3884007 8.2610743 11.7885975 11.0184938 11.1842195 13.5090898 10.1176780 11.5444279 8.4679051 8.2142623 7.4176323 11.8193139 6.1728975 -1.7221342 8.9880777 9.2575057 9.6948781 10.0830183 3.6356383 1.6000318 8.5378237 9.2681845 11.2872094 8.5366466 6.8705373 7.1515250 10.2209616 10.2438648 8.1668239 11.3375940 3.9219409 10.0283689 10.9615139 8.2524951 7.7168723 1.7375137 11.1300248 10.4157122 10.4805105 7.9802533 1.7375137 10.4418874 2.5590267 8.4998367 7.9940428 -0.7218963 10.1849711 9.9610752 8.4189105 9.6749904 -0.7218963 6.4530055 9.6112358 2.0854247 11.3971838 10.3741368 10.2286364 5.0982595 11.5177044 12.4067999 11.3618922 8.6188986 9.5466225 14.8862921 9.2117713 8.8278654 10.4987612 5.1607226 9.7251638 6.9469659 9.5283789 5.4379534 12.9534863 0.8630662 8.5079448 9.0017415 10.4954324 8.7947655 3.1849785 9.3833343 8.6628642 12.1165951 8.4099374 15.3908501 9.4679051 10.7808005 7.4752973 11.8670294 -1.7221342 3.2780740 13.8722302 12.1957323 8.1014479 4.5634815 7.0429518 10.2271777 8.3747956 11.0325506 9.4157122 9.3761126 9.0144825 9.0651668 NA 10.1706234 8.2351828 9.6268087 10.0631243 9.7482309 8.8114103 11.5917416 9.1766821 13.4457339 1.9785251 -1.7221342 9.6378301 9.9991798 8.9174213 9.9042459 NA 6.5068986 3.2322770 13.4153519 9.0195476 9.7878556 14.1755715 10.0520439 9.0034468 9.5547866 4.2088216 7.5401753 9.4404718 10.9938281 9.8350655 11.3490317 10.5480838 8.3508831 8.5738494 10.6911795 4.4073663 1.9785251 3.0329648 8.2102953 -1.7221342 NA 9.9474086 12.9718397 9.0421228 10.5090016 9.7863706 1.0854247 10.3701769 7.8403229 8.6679592 12.1490231 7.2351823 8.6433093 6.0127899 5.0982595 9.8733380 9.3367489 11.0302521 10.5392940 13.7053607 8.8931031 11.3168281 9.4028481 11.1306101 9.1961983 12.4827274 -0.7218963 7.6574592 11.0908595 6.4489076 8.7353177 9.2227927 11.5289711 9.2759657 9.8705376 11.7134904 10.6123539 6.9255390 9.6698612 8.1908055 5.8249740 6.4125072 0.5999842 7.7436469 7.3252047 11.9050443 9.8001716 9.2257174 11.0472986 10.3011418 9.0765524 7.4073638 10.6594856 9.0846301 8.0479184 10.3025277 1.7375137 4.8479368 7.0886526 -0.1370131 6.6400236 4.2780814 11.1380035 5.2088177 9.2823010 6.1431954 NA 0.2781037 10.9817679 10.2791368 10.9610752 11.0369284 11.0435738 9.9005900 9.8335900 5.6146303 11.6820246 11.1534459 9.8235277 11.6387905 -1.7221342 1.2781037 -1.7221342 10.0822116 9.2051178 9.5920973 7.7375124 12.5300067 14.5434758 11.3587316 7.2869569 9.8114103 NA 1.4480023 -0.7218963 NA 14.8246435 8.6650207 9.4189103 11.8613984 NA 8.7220602 9.1611896 10.8045798 6.6134712 10.4780595 9.8681997 9.9451921 8.5977528 9.1819625 11.4975516 11.0224940 9.6290198 11.1911570 8.1407178 9.8149834 7.6938222 10.0594403 5.3152438 7.9920166 9.7431367 -0.0536870 0.0100530 -0.1062100 0.1257600 -0.0077757 -0.0686900 -0.0040437 0.0137440 -0.0252360 -0.0536870 -0.0536870 0.0037189 0.0100530 0.0100530 -0.1062100 -0.1062100 -0.1062100 -0.1062100 -0.0016904 0.1257600 0.0000000 -0.0686900 0.0162580 0.0162580 -0.0040437 0.0039967 -0.1021300 -0.3252400 0.0049693 0.0091428 -0.0252360 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.323 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.323 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9597583 6.7739357 9.9970414 6.6138734 -1.7221342 8.8733380 9.0520439 9.6304661 9.1538299 11.6112079 10.7964878 1.0854247 6.0854353 9.0830181 3.5634876 8.0396319 11.2873843 6.0127899 1.2781037 6.9540381 5.0195463 -1.7221342 8.7947655 6.4227393 10.6967792 10.5533321 10.9515751 8.9425277 0.5999842 -1.7221342 -0.1370131 8.9654562 7.9345053 9.3675309 NA 8.1561316 9.846987 10.335395 7.912892 9.978087 8.686410 7.095065 10.716093 6.457990 10.036304 9.651489 6.123571 6.805558 10.039632 7.026273 13.398683 10.354896 10.175170 13.573921 12.761141 8.065983 8.872405 9.846037 5.999179 9.370838 6.789834 12.726842 7.866795 9.595493 2.801635 2.085425 10.103437 9.464195 13.384071 9.416992 13.445734 9.316314 8.395723 8.654206 10.834108 10.052044 16.090233 11.349032 11.584427 13.491906 11.179890 2.863046 11.334549 11.162060 11.020601 9.336749 7.929132 9.779918 12.964800 11.928908 11.566508 3.184978 6.422739 4.255357 11.688267 12.581719 7.009400 NA -1.722134 11.815299 12.776119 11.373459 7.477753 10.734948 10.9097124 12.7460045 10.5533321 11.0184938 10.1176780 8.2710189 11.3905201 6.7251645 8.6746852 6.4328993 10.4271926 8.1668239 5.9991792 12.8143023 9.2132457 11.5552226 10.3908459 2.4480023 14.2393946 7.0720093 7.3548964 9.0335692 10.3632210 9.9854397 6.1545974 9.2532119 10.1255294 7.9522730 11.0661871 6.1235710 13.0293631 10.4993656 -0.7218963 11.5780040 10.2359081 10.1660626 0.5999842 11.0555414 9.6306758 6.1046281 10.6131917 3.1360601 9.2395303 7.2524951 9.7863706 9.6760653 4.6874695 8.6789599 5.6356325 11.0908595 10.4857051 10.8854109 11.9050443 10.7573556 11.0682254 10.3025277 10.5381180 7.4379518 6.0982595 9.7001453 9.0479184 3.1360601 6.5864195 NA 11.1795132 11.7333474 9.2510603 1.2781037 8.7220602 7.6768245 10.0643502 TCGA-CZ-4864 86 1 2830 NA kidney stage ii t2 n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8043950 10.8485434 9.5900900 7.7084597 10.5174644 9.1225335 NA 6.4325001 9.6992809 NA 1.4090922 5.9988409 5.6674323 9.3163526 8.5105767 10.6755837 11.9952932 7.5540999 10.5226772 11.8519260 11.9637685 14.2493805 10.2860193 11.7776788 9.0106056 6.8943473 7.8142735 12.3684182 5.7065333 -1.8401125 7.8443863 9.5594494 10.1975276 9.9605373 3.4450380 1.3295829 8.6634631 9.6419412 11.8443861 9.3617613 6.3884565 11.0781281 10.6313127 10.2179675 7.0207244 12.3228940 5.7889936 9.9577042 10.5973895 7.7389536 8.7464774 2.4075703 11.7886525 10.2892424 10.6637116 8.1722620 3.3830545 10.4856624 2.4516727 8.4602876 8.2785786 -0.8403708 10.2514035 9.9901526 8.3144555 9.8275650 2.4075703 6.8355944 8.8755995 0.9670210 11.7687008 10.8813775 8.5335902 3.2471072 12.4732851 11.2979093 11.0555913 8.6024049 9.2243802 14.6753835 9.5780171 8.3836391 10.6254589 5.7816902 10.1767939 7.5498062 9.9082497 4.3884582 12.6517410 2.4037585 8.4584218 7.9782197 10.1903046 8.9319522 1.9669841 9.6414369 8.7576900 11.7095424 8.3980421 16.3083267 10.2652186 10.6027235 6.9508008 11.5219923 -1.8401125 1.3295829 12.3062857 11.8763498 8.2484257 5.9540544 8.3836391 9.4866287 6.2733797 11.0359626 9.3163526 8.8223060 9.1951239 9.2162751 -1.8401125 10.3011061 7.2655457 9.1469016 10.6139368 9.4375060 8.4747869 11.9380843 9.4187923 12.7416030 1.6190843 0.1596292 10.1265034 9.4572990 8.9327767 9.9422262 NA 6.6594836 5.5519558 13.2637038 6.7256921 10.2662004 13.1955534 10.4196749 8.8133781 9.4798740 2.0665370 6.9211888 10.6064623 11.3057288 9.8391176 11.1733144 11.2228640 8.6394178 8.4736542 10.8465757 5.0176191 0.4816089 5.2470996 8.1469016 NA -0.2553222 9.8227509 12.7072550 9.3806204 11.5371192 9.5384741 4.4085149 10.7055672 7.9814114 9.0368448 10.9218119 7.2040311 8.5226773 5.6272420 5.4949372 10.1561110 8.7436604 11.6335969 10.4464840 12.5793344 9.1163840 11.1221720 8.9011043 11.1433437 9.2122055 10.9107631 NA 8.5248665 10.8678592 10.8693912 8.4687955 9.4513838 11.4944694 3.6832024 10.0102151 11.2639086 10.8441669 3.3690895 9.3308143 7.2528177 7.3445125 6.2991897 -0.8403708 7.8513811 7.2940638 11.9074109 9.9921320 8.4380870 10.8028172 9.5958285 9.1225335 6.6067206 10.8351668 9.0665281 6.9956880 10.4164359 0.1596292 4.3295614 6.3445125 2.8034957 5.9798173 4.5858999 11.0180071 5.3295614 9.6225486 6.7352148 NA -0.8403708 10.8862814 10.0540764 11.6171466 11.3609957 11.4788862 9.2047144 10.0655171 5.5338063 10.9875755 11.3869526 10.3730455 12.3220288 NA 0.7445917 0.7445917 10.2480944 8.9972653 9.6890680 7.8124822 12.5065667 14.5417549 10.9593238 7.4252990 9.4843807 0.7445917 2.0665370 2.2471072 NA 14.8627309 8.6118787 9.5438815 10.7871714 NA 8.4040013 9.0405755 11.1322583 7.0453338 10.9176525 9.4351800 9.9463155 8.5605170 8.7962622 11.4611337 11.2834356 9.8391176 11.3350311 8.3593099 10.3226582 6.9637689 10.0781281 5.6998042 8.2413607 9.4404083 0.00694350 0.00930980 -0.58749000 0.56632000 -0.01257600 -0.01133500 -0.00124730 0.02440800 -0.05146200 -0.56495000 0.00694350 0.00694350 0.00930980 0.00930980 -0.58647000 -0.58647000 -0.58647000 -0.58647000 -0.00456950 0.55691000 -0.59944000 -0.01133500 0.00208050 0.00208050 -0.00124730 -0.00097017 -0.01565900 -0.58530000 0.00124810 0.03425400 -0.04536400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 -0.586 0.000 0.000 0.557 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 -0.586 0.000 0.000 0.557 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8102405 6.4950283 9.9191096 6.8972562 -1.8401125 8.8985742 4.7446024 9.9947168 8.9933183 10.6802071 10.7869434 1.4815573 6.2040311 8.9103444 4.1369214 6.6514909 11.3437380 5.6272420 1.9669841 8.1354856 5.6353713 0.9670210 8.9294753 8.1847772 10.1771140 10.6755837 10.6638855 8.3017445 -0.8403708 -1.8401125 0.4816089 9.3011061 8.1225335 9.6787823 -1.8401125 8.0605041 9.9897565 10.6699072 7.7669681 10.2737052 8.6015442 4.6987963 11.0514212 6.1426319 9.8280793 9.5067051 5.9540544 6.3395472 10.3154044 6.5859030 13.1888816 10.0518009 10.1404911 13.6112350 12.3688624 8.2655461 9.4369249 9.3938561 9.5732654 9.5433418 6.5690277 13.0561118 9.0483806 10.1712142 4.3494644 2.0665370 9.7678923 8.7971680 13.2253902 9.9661872 12.7416030 9.6036171 8.7641909 7.7389536 10.1599896 10.4196749 15.3599518 11.1733144 11.8374672 13.3094640 11.2245486 2.8034957 11.5377968 11.2277440 11.0622010 8.7436604 8.2550347 9.8417543 12.9904002 11.9801157 11.6194520 -0.8403708 6.0483801 4.2257299 11.5524915 12.9001034 5.5605163 -0.8403708 NA 10.5840663 12.8122584 11.8530950 7.6812377 11.1738323 11.040178 13.022759 10.675584 11.851926 10.286019 8.028460 11.813938 7.159637 8.509471 6.066528 10.327683 7.020724 7.179228 12.613321 9.998054 11.477333 10.352855 2.803496 13.423200 8.174760 6.970209 8.660270 9.895194 10.118553 5.490554 9.058239 9.917028 8.243117 10.772506 8.741779 12.834933 10.006303 NA 11.450520 10.205738 10.224380 1.329583 11.326742 10.532775 5.066528 10.493911 3.683202 9.000415 7.306843 9.538474 9.703670 5.560516 8.955677 4.268165 10.867859 10.613423 11.620605 11.907411 9.833830 11.002970 10.416436 10.301425 7.309384 7.257670 9.617531 9.456554 2.551959 2.860069 NA 11.137454 11.309050 9.366652 4.017619 8.404001 8.045334 10.713507 TCGA-CZ-4865 70 1 166 NA kidney stage i t1a nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 4 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.94371024 9.59725982 8.40028986 9.95276658 2.36843312 6.02051776 9.77500048 -2.02385636 11.43453029 9.42578825 9.90204900 5.69036960 9.57274210 12.81237135 11.19559478 8.80822253 10.35604353 16.23958089 9.30816016 8.75008690 11.21467769 4.80901307 9.25166632 7.60000505 11.37312975 7.83721036 12.94014861 -0.02385636 7.28653189 9.81572111 10.61433330 9.32429848 3.64854597 9.55685337 9.33477496 11.84484979 7.35982773 15.93966956 9.44321978 10.33807839 8.72850422 12.07267413 NA 7.44982959 12.48497073 11.52614894 7.74761297 3.61997636 8.36951403 10.08301373 8.43862595 11.52771182 9.45943572 8.99501919 9.23704333 9.73517960 NA 10.04557348 9.18618606 9.72053704 9.29692423 9.73142850 8.90093622 12.00471876 9.50164455 12.61172847 0.97614364 0.29807173 9.71421598 8.63882758 9.10089121 10.19831489 -2.02385636 2.83410440 1.14606864 13.79737451 8.40970914 10.50335629 13.67821520 8.12967558 9.27246650 9.83371601 4.56108781 6.75748335 10.59725982 10.81000208 10.10186001 11.40685195 10.50017564 8.47097930 9.20133123 10.56343244 3.59082954 3.14605234 4.66262138 8.12587062 3.29805707 -0.43889386 9.68002734 13.20336357 9.36306395 9.86029414 9.55638228 3.59759076 9.82435545 7.72431671 9.89563890 11.06755906 7.01778275 8.93684962 6.05293968 5.98174764 9.94118644 8.73351365 11.51176357 10.64123749 13.57164344 9.37860287 11.99267087 9.63567369 9.74513496 9.27590403 6.12078115 NA 7.97612359 11.18390064 7.95371863 8.41686845 9.22819772 11.59129349 9.71506041 10.71969590 11.77408914 10.69315743 6.46396406 10.46496808 8.39921853 5.45993975 6.77702381 NA 8.90093622 6.44779902 12.85795462 10.39186544 9.38179708 11.14008779 10.30620025 10.13977337 7.59450899 10.67067315 9.35441866 8.29014053 10.13882970 1.14606864 4.73100941 7.84956774 4.04221532 7.43145080 3.95340494 10.72389708 6.44372930 10.31841785 6.16099882 NA -1.02385636 11.01778282 10.52060523 10.90741521 10.75317345 10.58021352 9.09765714 8.21457606 6.66559743 11.52470483 11.72714463 10.40526892 10.98104640 2.14603605 0.29807173 -1.02385636 9.97436153 8.79869439 9.20434103 7.86942543 13.72135157 14.44881453 11.16409430 8.05727426 10.18922797 -0.43889386 -1.02385636 NA 0.29807173 14.41390827 7.70058606 9.05093425 12.46245595 NA 8.49182344 9.22984721 10.79610314 5.73101213 10.36306395 9.62896875 9.53979664 8.31039693 9.67004612 11.46434041 11.71600976 9.56202505 11.18877205 7.90833857 9.33642220 8.00954649 10.50579826 4.78964580 7.35402806 9.75502225 0.00000000 0.01056400 0.00263570 0.01419000 0.00138680 0.00138680 -0.00788630 -0.01560400 -0.02411400 -0.01089300 -0.01089300 0.00000000 0.01056400 0.01056400 -0.40374000 -0.40639000 -0.40639000 -0.40639000 0.00986690 0.01419000 -0.02630400 -0.40550000 -0.00152430 -0.00152430 -0.00788630 -0.00193990 0.00027728 0.13509000 -0.00526100 -0.01491600 -0.02411400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 10.1447958 6.6626242 10.1057287 6.2608781 NA 8.8034663 11.5265098 10.4955585 9.6485490 11.4975806 10.2816155 1.6765834 6.4437293 9.5839164 3.1460523 8.0582727 10.3262342 6.0529397 -0.4388939 6.1309412 5.4759701 1.7834986 8.9648084 7.0662356 10.2646582 10.7372593 11.1173017 8.7492631 0.5611061 NA -0.4388939 9.6073007 7.3159737 9.8325492 0.2980717 6.4355553 10.277906 10.166257 7.821614 10.045909 9.028012 7.050266 10.420362 4.717589 10.127774 9.735180 6.377004 7.805846 10.260659 8.019151 13.392228 10.894801 10.163476 13.192604 12.448243 6.427335 9.246419 10.456157 8.291273 9.628072 5.443729 13.305009 8.729340 8.962677 4.435555 1.976107 10.730594 8.992932 12.782522 8.391866 12.611728 8.406576 7.605480 10.736844 10.628296 8.129676 15.505554 11.406852 11.393317 12.979949 10.695085 1.882995 10.276476 10.079411 10.710198 8.733514 7.742652 10.135364 12.757432 10.944790 11.690584 2.298042 5.523019 5.146048 11.284036 12.202837 7.974714 -2.023856 NA 10.512614 12.996105 11.183274 6.760759 11.231005 11.8095080 12.9059369 10.7372593 10.0885631 10.0425493 7.3003041 9.6643740 5.6485489 9.2470030 6.5345441 9.9859523 6.4599398 7.4538822 12.8129078 9.0109227 11.7724675 10.3067605 1.7834986 13.5324501 6.1934505 6.1002460 8.7859480 10.8434024 10.2472949 4.6765608 9.1696490 10.2632589 8.3981883 11.8371136 6.4518573 11.9719792 11.4684776 -2.0238564 11.6182882 10.4057919 10.8558984 0.9761436 11.1028282 9.5138275 2.0635720 10.7822705 3.7310094 8.6980775 8.9142329 9.5563823 9.1685583 6.8216133 9.0702015 5.4023879 11.1839006 10.3894872 11.3712561 12.8579546 10.8671479 11.2708880 10.1388297 10.5839164 8.1597588 6.3684419 9.6410154 9.4070988 3.9303210 0.2980717 5.4273346 10.1566545 10.1854186 9.5099400 5.4679772 8.4918234 8.4190673 10.2385122 TCGA-CZ-4866 79 0 NA 3267 kidney stage i t1 nx m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 3 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.942087e-06 5.20202e-07 12 25.3333333333333 17.3333333333333 26.6666666666667 18.6666666666667 6.4899266 11.2538955 10.8107535 7.8257379 10.7786200 6.9956631 7.5650289 10.8056213 9.3673966 NA 2.8252768 4.9695742 9.2568649 8.1123332 6.4068173 10.2041377 12.0879086 7.7170313 7.1123332 11.4358102 10.8876534 14.4291688 9.9843069 11.6393123 8.4574433 6.1030024 7.7012642 13.1663059 6.5117859 -2.1284717 7.0905168 9.8147890 9.8987565 9.8687210 3.2978077 -0.1284717 9.4695942 9.1324612 10.6368277 8.3990185 5.8771651 7.0613658 10.3487940 10.4793343 6.0955426 10.9690800 8.0187465 10.3758641 10.1188758 8.2520026 7.9268243 3.4565039 10.6758743 9.5404266 10.8942562 9.2235850 5.0833325 10.2454100 2.6049016 8.7538636 8.3217220 0.1934564 10.6839195 9.2296434 7.8096511 9.7274612 2.8257449 6.9982463 10.1259797 -2.1284717 11.2901849 10.3955936 7.9774499 3.9800619 12.2160948 9.7674956 11.5568380 8.8973733 8.1015618 15.8800523 9.4461352 8.3783451 10.6295566 5.1934682 9.7318527 7.5960555 11.1087516 3.7541820 12.9770410 1.5484859 7.9809284 9.1592540 8.9583413 8.6797014 -0.1284717 8.9281793 9.1552088 13.0900670 8.2830527 15.0680118 8.3134481 10.8486427 6.8855622 12.4539777 -2.1284717 4.9376316 13.2087454 10.7859267 8.1441713 5.3553581 8.3432168 9.5745801 9.6921196 10.9089170 9.3743733 8.0564172 8.3217220 9.7885407 NA 10.6197345 8.5413123 9.4550946 10.6923189 8.4880904 9.9937225 12.0103741 9.1499912 13.4580882 2.1194558 1.4564908 10.0564169 10.9098210 8.9342623 10.2083270 -2.1284717 5.5857858 4.8488232 13.7379271 7.7844307 9.6121656 13.0317676 10.5962686 9.3025167 9.3803269 3.5439660 7.3061702 8.4649329 11.7655067 9.7580003 11.6716134 10.8783936 8.7146776 10.4425832 10.4140899 3.6788945 -0.1284717 -0.5435092 8.6772855 2.9159415 -0.5435092 10.1929060 13.3905942 9.5810563 10.0907102 9.5606660 4.1552797 10.3897030 7.6163753 8.1169635 9.6467403 7.9995361 8.5832084 4.3144863 5.5510207 10.5780376 9.0288885 11.6458139 11.0366056 11.8898287 8.2834125 12.2551784 9.2058150 10.8102023 9.4111851 10.6764793 NA 7.5909306 11.5108823 5.0527419 8.9190269 9.4834885 11.7972815 6.5333204 9.7368883 11.1916370 10.1546299 3.0008293 10.6062512 8.6389977 3.8022759 5.5719801 -2.1284717 8.2125042 6.5960555 12.5173126 10.3681457 10.2389564 11.0085328 10.4323521 9.3268687 5.9430047 10.4447699 9.3046053 7.8228264 10.3368530 0.4564908 4.5580410 5.7480586 2.9423644 7.7310766 2.6789057 11.5287484 5.3061711 9.3825579 5.7680546 NA 0.4564908 11.2126434 9.4616607 11.1003603 10.8932157 11.0519170 10.2080481 9.6393081 6.3248952 9.9389760 11.4554471 10.1336365 11.1733236 -1.1284717 -0.5435092 -2.1284717 9.8813702 9.6945108 9.2307422 5.7170320 12.4085780 12.7951476 9.6504400 7.1506186 10.0779455 0.4564908 1.0414533 NA 1.6788832 14.5700157 8.4347379 9.4550946 10.9702317 -1.1284717 8.3248124 9.5008755 11.4720353 7.4048716 10.0098134 10.1015621 9.0870745 8.6909223 8.9609921 11.8498052 11.5066929 9.6980901 11.1463566 8.0187465 9.8718726 7.3673964 9.6450930 4.3003214 7.2713108 9.9258068 -0.153490 0.000000 -0.086651 0.229930 0.233800 0.237670 0.220520 0.194820 -0.013540 -0.159530 -0.159530 -0.153490 0.000000 0.000000 -0.542700 -0.542700 -0.086651 -0.086651 -0.113250 0.243110 -0.515060 0.223300 0.136720 0.136720 0.220520 0.209930 -0.133870 -0.550860 0.210850 0.168800 -0.013540 0.221 0.221 0.210 0.210 0.227 0.227 -0.102 -0.551 0.211 0.211 0.211 0.195 0.195 -0.516 -0.516 0.169 0.169 -0.160 -0.160 0.195 0.195 0.232 -0.569 0.000 0.000 0.000 0.000 -0.113 -0.113 0.243 0.243 -0.515 -0.515 0.234 0.234 0.238 0.238 0.137 0.137 0.000 0.000 0.221 0.221 0.210 0.210 0.227 0.227 -0.102 -0.551 0.211 0.211 0.211 0.195 0.195 -0.516 -0.516 0.169 0.169 -0.160 -0.160 0.195 0.195 0.232 -0.569 0.000 0.000 0.000 0.000 -0.113 -0.113 0.243 0.243 -0.515 -0.515 0.234 0.234 0.238 0.238 0.137 0.137 0.000 0.000 9.8658950 6.6297646 9.9685862 6.1618837 -2.1284717 9.1230241 9.9406557 10.0068341 9.2389564 11.4120584 10.6736540 0.4564908 5.9483579 8.8495371 4.5297522 8.3713877 12.4786407 4.3144863 1.0414533 7.0489609 3.9590004 -0.5435092 8.5198992 8.2046968 10.7928712 10.2041377 10.9230004 7.4337840 0.4564908 0.6788832 1.5719680 9.9911312 7.1661621 9.8228264 NA 5.6917212 9.9066844 10.1271603 8.0773349 9.7209467 8.0149249 5.6264304 11.1912137 4.8022811 10.2514615 9.8041255 6.2724208 5.8022785 10.0855572 5.8827678 13.9018208 11.4242107 10.0745837 13.4470809 12.8561381 7.5172001 8.1418369 10.3850225 7.5386530 9.2241368 3.2290957 13.2563591 7.2936068 9.7553304 3.3633954 1.8715283 10.9068563 8.9450139 13.0197401 9.4522713 13.4580882 9.5934951 9.6205730 9.6504400 10.4036540 10.5962686 16.9788353 11.6716134 11.4322327 13.1156081 10.9992136 NA 10.5924271 9.3897030 11.5815946 9.0288885 8.0955431 9.3887189 13.2604670 10.5319833 11.5897501 1.8715283 5.5008976 3.8715381 12.0812996 12.7453702 8.3852692 -2.1284717 -0.5435092 11.1242070 12.6500808 11.3752158 7.1453371 11.4123961 10.6574027 13.4560931 10.2041377 11.4358102 9.9843069 5.4261305 11.2762840 5.9642993 9.8956424 4.4261305 9.9741735 6.0955426 5.7844307 12.4287349 9.5342101 11.7745761 10.1247982 2.2638457 13.3828001 6.4374059 6.3951039 7.8461999 10.5597920 9.1306964 4.1383312 8.9963091 10.4060877 8.7731626 11.0985558 7.5754455 11.6187905 9.7000748 0.6788832 12.6748655 10.1681710 9.9207095 -2.1284717 10.8914798 9.7776806 1.6788832 10.3618912 1.5719680 9.6537209 6.7541847 9.5606660 9.5469915 5.2378620 8.9982460 3.7541820 11.5108823 10.1673105 11.4291250 12.5173126 10.9631423 11.5960555 10.3368530 10.4609587 7.5823483 5.7963538 9.3422005 9.5149470 0.1934564 -0.5435092 -2.1284717 10.5210224 10.9438200 9.3134484 1.5719680 8.3248124 8.0564172 10.1976902 TCGA-CZ-5451 74 0 NA 1929 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942087e-06 4.508417e-07 6.75675675675676 18.9189189189189 21.6216216216216 28.3783783783784 24.3243243243243 7.9819485 10.9575558 9.9013584 6.4091822 10.2196557 7.4802643 6.2716778 8.6695112 9.1040053 NA 1.6298462 4.2392529 7.8539663 10.1296590 6.3572529 10.6311835 11.4507024 8.3073019 11.2066137 10.2003115 11.7401889 14.0993357 10.1101816 11.1110217 8.6822000 4.2716796 7.3305718 10.3986692 5.9295709 NA 7.8938797 9.2361793 10.0875949 9.9764269 1.9497590 -1.2202780 8.2836505 9.4802645 10.5932052 9.7896535 5.8021932 10.1613679 9.7513685 10.1817710 7.5513145 10.9538142 3.7798270 10.6590252 10.7663780 7.4837287 6.8566409 2.7798270 10.6315739 9.9831729 10.3420672 7.8187439 NA 10.8729122 1.4511188 8.4469365 7.9321096 0.3647965 10.2428383 9.5952081 7.6378058 9.6074692 NA 6.4940699 9.0915732 3.0277556 10.9538142 9.8566404 9.0407445 4.0652276 11.5399397 13.6922932 10.4389288 8.4715683 10.5847625 16.2460607 9.7347481 8.4128200 10.8368012 3.9892753 9.4308765 7.8323932 10.8522924 4.6624676 12.5766757 1.3672033 6.6991060 8.6440109 11.4034777 9.0972376 3.5871849 9.7016658 7.8725819 12.0820353 7.6897178 15.7601060 10.0253775 9.3635095 7.5677272 11.5208704 NA 2.3647965 13.2466661 12.1343497 7.7770041 6.0836048 8.2018896 10.2706758 7.3458789 10.7267311 8.8378165 9.0904377 9.1196749 9.2836505 NA 10.0134445 8.4628196 8.8310339 10.5521395 8.6174528 8.4308765 11.3217950 9.7098229 12.7715238 0.7798060 -0.2201100 10.1362768 9.7456812 9.2575830 9.8249020 NA 3.4802651 NA 13.8537572 7.1505120 10.2856364 13.1978092 9.4992137 9.4828632 9.5570801 3.2392605 6.8021932 10.6746426 10.8351073 9.6119237 11.2758397 10.6795594 7.9547506 8.1913356 10.9241644 2.1017509 1.5871729 5.3033862 8.8323929 0.7798060 -1.2202780 8.6063734 13.1533018 9.5944073 10.5883869 8.9831729 1.9156739 9.7391023 8.0062369 10.1425851 12.0146423 7.8539663 9.3553641 5.3496802 5.1892157 10.6307930 8.7046372 11.3636128 11.4685122 13.2665970 9.1526900 12.0015630 9.2786741 10.8666245 9.5254991 10.6825768 NA 8.8132479 10.9813362 11.2627865 9.1605023 9.9696494 11.4789635 9.7819367 10.0623341 11.1101816 10.8609754 0.7798060 9.3647873 7.7148129 4.9295733 6.6000036 NA 8.7699287 6.4871840 12.9304448 10.1146568 8.9671770 11.1118614 10.5734281 9.4091815 9.0395681 10.8100747 8.8646331 7.6158753 10.0360336 0.3647965 6.0182291 7.4802643 6.7454942 6.2474301 3.9869388 10.7325661 6.2144532 8.7727632 4.7798270 NA -1.2202780 11.0637813 10.4996414 11.2606150 11.0041280 10.3131546 8.9155340 9.2102773 6.3984308 10.9062067 11.4236811 10.0407444 11.6870911 -1.2202780 NA NA 9.6919658 8.9917132 9.0663825 7.5480088 12.3136412 15.3148724 10.6716086 8.4808714 9.4663253 -1.2202780 0.7798060 -1.2202780 NA 14.6461620 7.9671767 9.1006253 11.1390253 -1.2202780 7.1417689 9.2301081 11.0603057 4.5077439 11.2999524 10.0605956 9.7289220 8.9270298 9.1230107 11.1483313 11.1766971 9.8818006 11.0065381 7.9065293 9.5020091 9.5595442 10.1318683 4.2461268 7.2931185 10.0512879 -0.0239770 0.0282000 -0.6350000 0.6498300 0.0109820 -0.0403450 -0.0077482 0.0056919 -0.0103840 -0.0480720 -0.0239770 -0.0239770 0.0247530 0.0282000 -0.6350000 -0.6350000 -0.6350000 -0.6350000 0.0143300 0.6498300 -0.0076101 -0.0403450 -0.0013858 -0.0013858 -0.0077482 0.0100060 0.0193630 -0.0590000 0.0054053 -0.0011087 -0.0103840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.366665 6.994144 9.758535 7.207095 NA 9.631574 6.271678 9.608850 8.745609 11.447289 10.199785 -0.220110 6.303386 9.730381 4.364790 7.771347 10.473312 5.349680 -1.220278 6.452249 2.239245 0.779806 8.933377 5.561186 10.347771 10.631184 11.010257 7.060595 -1.220278 NA NA 9.988669 8.368540 9.090438 NA 5.919376 9.717199 10.279172 8.220694 10.298970 9.073296 3.734016 10.469386 5.083605 9.801499 9.488047 6.239257 6.835107 10.208185 6.818743 13.149899 10.313641 9.848603 12.640330 12.168978 7.008644 8.099497 9.566094 6.734021 9.220694 5.856640 12.905723 8.814624 10.518762 4.507744 2.587173 9.951002 8.418261 13.321103 8.130764 12.771524 9.089301 8.161368 10.402792 10.094408 9.499214 15.531421 11.275840 11.162719 13.616763 10.707232 1.101785 11.048659 9.212367 10.142864 8.704637 7.754239 9.727462 12.508171 10.379738 11.389001 2.239245 6.008644 6.867287 11.173215 12.225357 6.206090 NA -1.220278 10.048951 12.584359 11.256551 7.698688 10.804272 11.340874 12.843978 10.631184 10.200311 10.110182 6.734021 11.147240 6.311207 8.853966 6.877857 9.923846 7.551315 7.964700 12.817281 8.650189 11.387617 10.010446 0.779806 14.445189 6.494894 5.686716 9.730082 10.178569 10.099497 5.698688 9.326719 9.854635 8.585569 10.741636 6.631574 11.122177 9.949750 -1.220278 11.958490 10.749931 10.436697 0.779806 11.348256 9.654038 3.172135 9.663232 9.485457 8.981949 8.667046 8.983173 9.181632 3.534709 9.276679 5.222770 10.981336 10.300444 11.308523 12.930445 10.752446 11.230521 10.036034 10.922570 7.964700 5.027751 9.753522 9.291578 1.101785 6.898766 1.101785 10.698688 11.348337 9.565277 4.137381 7.141769 8.349681 10.359612 TCGA-CZ-5452 69 0 NA 1789 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 1 3 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282828e-07 3.121212e-07 13.3333333333333 30 3.33333333333333 43.3333333333333 10 6.6927717 11.6385119 10.8533734 7.6231660 10.1014240 8.4422278 2.6717010 9.1535802 9.0900584 NA 3.6101567 4.4668881 5.0599782 8.6927714 6.8082486 10.8067398 12.3570768 7.2460251 8.5600947 10.5340735 11.5107281 15.0663140 9.4092055 10.7387484 9.2812142 4.4911348 6.5326146 12.5991390 6.5500310 NA 6.1234055 10.2406716 10.1888000 9.9140430 4.0760973 0.1691554 9.1436238 9.6756820 11.7742257 8.5238258 6.6395288 9.1078087 9.7504099 10.2526886 7.2317050 12.2496937 6.6340952 10.1729614 10.0010443 7.9787093 8.1426677 3.3916028 11.6301770 11.0718356 10.3557362 7.4484327 1.1692195 10.1403024 1.7102168 9.6778294 8.0063115 0.1691554 10.3151414 10.0964934 8.9340809 10.0716597 1.1692195 7.7314514 9.9592862 -1.4158071 10.6976633 10.2584390 6.7135295 3.2846918 11.0943705 10.3602685 11.7975029 9.2531317 8.6637314 16.1147217 9.0730910 8.0063115 10.5700887 4.2281029 9.4258111 7.2495828 10.9168428 4.2566710 12.2258470 1.3916028 8.0789225 10.4764100 9.5786003 8.7715987 0.1691554 10.0594736 8.3590340 11.9887231 7.6010554 16.2074743 9.2522453 10.5828266 6.9765641 12.0416276 -0.4158071 2.5842410 14.1664770 11.4228598 7.6121527 4.8130629 9.5053437 8.8948596 10.0099872 10.9676810 8.6489895 8.7276298 8.5045997 8.5800139 NA 9.4714673 8.8638573 9.8925858 10.2894471 8.7018900 8.9549340 11.7182270 9.7783880 12.9633543 -1.4158071 2.0436945 9.9695699 10.0406011 9.4476587 10.1602586 NA NA 0.1691554 14.1152321 6.0436792 9.9290974 12.5583924 9.2486940 10.2348498 10.2231351 5.0271894 6.8416348 8.4805790 10.3859551 9.8811629 10.7763824 10.2145139 8.6245363 10.2500268 10.6707148 1.1692195 1.3916028 NA 8.6914637 2.7541820 0.5842891 9.6306887 13.3881760 9.2933305 10.7218784 9.1214651 2.6717010 9.5961728 8.0680624 8.5935297 10.0457262 6.9196368 9.3557363 5.1234055 4.7339942 9.1998765 7.7765396 11.0705790 11.8954274 11.8373556 9.4878274 12.3830223 9.0323632 10.4515255 9.3424699 10.4115895 0.1691554 6.7591718 10.7678821 10.4807230 8.6692943 9.5968712 11.4230568 6.5898713 9.8771435 11.4693711 10.9450938 3.1692035 9.8897385 8.2939337 5.6286395 7.2388824 NA 7.2672418 5.9151647 12.9558873 10.8481027 8.9560232 10.9013766 10.5778928 8.4281679 5.2707457 11.1782050 9.3891843 7.5179370 10.1107460 0.5842891 3.9418012 5.8416335 0.9061979 7.4971357 2.2846918 10.8982635 3.7936982 9.1840665 5.6286395 NA 0.5842891 11.2197382 10.6496629 11.4181251 11.1187928 11.3497401 9.6176697 8.8765685 6.8961762 10.5930255 10.7400137 9.7672617 11.1659181 1.7541606 -0.4158071 -1.4158071 10.1781047 9.4933897 8.6462930 7.8369119 12.6173256 13.4705625 10.6048795 6.5799012 10.1934254 1.3916028 0.1691554 NA NA 14.1021929 6.9461904 9.1998765 10.1846243 NA 8.4515256 9.3167789 10.5870618 6.0599804 11.0439345 10.9277101 9.1673296 9.3416367 9.3079078 11.7664859 11.1265532 9.4359958 11.4486264 8.0579527 9.7502906 9.4320871 9.7339939 4.2561049 7.1506054 10.2606446 0.13865000 0.00875280 -0.22133000 0.14310000 -0.00484610 0.00000000 -0.00719580 -0.00443120 -0.02592500 0.13865000 0.13865000 0.13865000 0.00875280 0.00875280 -0.26775000 -0.26775000 -0.26775000 -0.26775000 0.00763920 0.14310000 -0.31288000 0.00000000 0.00847430 0.00847430 -0.00719580 -0.00013862 0.00124810 -0.31049000 -0.01243800 -0.00830050 -0.02592500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 -0.268 0.000 0.000 0.143 0.143 -0.190 -0.190 0.000 0.000 0.000 0.000 0.000 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 -0.268 0.000 0.000 0.143 0.143 -0.190 -0.190 0.000 0.000 0.000 0.000 0.000 -0.177 0.000 0.000 10.4873754 7.0840930 9.6543677 7.2461316 NA 9.5643864 11.7956788 9.4663243 9.1253435 11.8544778 10.3014947 NA 5.2707457 9.8292052 3.8696444 7.2099553 10.4930146 5.1234055 0.1691554 7.0559223 5.4422269 0.9061979 8.9140430 5.1841613 10.1378088 10.8067398 10.4404621 8.1915770 -0.4158071 NA 0.1691554 10.1369159 6.7691224 9.5665273 NA 9.0167885 9.5135052 10.4406723 8.7031879 8.8971297 8.1748338 5.5954738 10.4530693 4.2566710 10.1663887 9.9619996 6.8880272 7.6093864 10.1474431 6.0188745 13.2092706 10.6973377 9.8834548 13.0803515 12.3834271 7.3155653 8.3705165 9.6429151 8.5996618 9.6245365 7.4790648 12.7896582 7.9851264 8.9450938 0.5842891 0.5842891 10.3138674 6.9505687 13.2307492 9.5208846 12.9633543 8.9494757 7.8178662 10.2720598 10.7317697 9.2486940 16.4402710 10.7763824 10.9709176 13.5937692 10.6337550 2.2846918 11.8187648 7.0313301 11.1755353 7.7765396 7.4668897 10.7122411 12.4267935 12.1078087 11.2290021 5.4297365 6.2062994 1.3916028 11.9824560 12.4015302 8.3223392 NA NA 9.4297369 13.2356909 11.7532212 6.9978750 10.6766735 11.2046957 12.2852282 10.8067398 10.5340735 9.4092055 8.8357293 11.5625997 5.4790656 9.2522453 6.1388349 9.9549342 7.2317050 4.2846844 12.0919101 9.4691804 11.5466005 9.4476587 1.7541606 13.3010662 6.6732469 6.6286409 8.2546729 10.6885178 9.8754175 6.4546119 8.6162926 9.6986397 6.9196368 11.2820831 7.7666409 12.9466016 8.9829904 NA 11.4726095 11.1325871 10.4668898 0.5842891 10.3602685 9.5905728 4.1989577 10.4881285 4.0105113 8.1897262 8.9549340 9.1214651 10.0211143 8.1464893 8.5800139 5.1388349 10.7678821 10.3573860 11.0240776 12.9558873 10.6473047 10.6590572 10.1107460 11.0820986 7.9106763 6.3257138 10.3290805 9.8469289 2.9765653 0.9061979 NA 10.7381154 11.6497016 8.7289048 3.7135309 8.4515256 7.7161040 10.2235875 TCGA-CZ-5453 67 1 2419 NA kidney stage ii t2 nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.55542022 7.86998858 6.04494705 7.34480010 8.45294872 5.63352130 NA 7.89183291 9.50412736 9.90946291 10.39468112 0.37617923 1.37612365 8.59530150 9.55417555 9.67534120 8.98253846 5.93837519 8.53095132 10.04324470 10.59983318 5.60495198 9.61214734 5.86798539 10.43649127 10.94907016 7.56100835 7.61214752 1.69804063 9.57519205 9.75713529 10.06918443 7.50541620 NA 11.02713546 NA 8.32887460 8.14431767 NA 10.67619961 9.39919438 8.42870102 9.70205127 NA 6.04146860 9.43750429 2.62405409 11.07353515 10.29871753 11.19989842 5.65225702 11.56621705 14.46179231 10.15133182 9.09894059 9.92447346 16.23316039 9.81855837 8.61692445 10.37366550 4.39850087 9.31203478 8.13268942 11.41299360 5.11759947 12.59598231 1.45507072 7.06252866 10.78684945 11.16444363 8.66615191 3.28301795 9.74845402 7.88986045 12.48465760 7.70928857 14.77970295 10.98692732 10.13216823 8.90361015 11.89957259 NA 3.83556032 12.93992525 12.96291429 8.14762266 4.67991355 6.78127446 10.07700634 6.60975348 10.75415695 8.77487698 8.35627281 9.17541482 9.79398559 NA 10.03211104 8.54355117 9.66730389 10.68958309 8.09723259 7.89380267 11.77122542 9.31571226 12.14927236 -0.03889532 -1.62370962 10.07179645 8.90848900 9.48661644 9.88095209 NA 5.13102145 -0.03889532 14.11962644 8.42325713 10.05429309 13.47962586 8.74463945 9.62346727 10.07353508 1.54606718 7.13435649 11.47037580 10.75605296 9.88541330 11.91090531 10.18066755 8.72596707 8.08176569 10.62227992 2.37612365 1.18351827 4.39850087 8.73258499 -1.62370962 0.37617923 8.81388506 12.88961401 9.17864942 10.86522847 8.84067880 2.76845960 10.27322225 8.27700000 10.11354945 13.73354768 8.33032938 10.47810878 5.68901674 4.50665272 11.34713771 8.76307324 11.29964631 11.27945017 12.82798816 9.40127271 11.88763874 9.39850087 10.67962850 8.90067484 10.99061293 NA 8.63469926 10.75388595 10.62593993 8.97943491 9.73917269 11.27227630 9.37472348 10.46591459 11.08715478 11.08457044 5.56595659 9.81907657 8.29746841 5.33032893 6.76845034 -0.62393193 9.05912784 7.19950059 12.78207234 9.74627564 8.94218722 10.52110994 10.54856060 10.07787279 8.20744047 10.70929968 9.41161966 7.74245564 9.90018499 1.37612365 5.25877518 6.19631196 -1.62370962 7.56348535 4.01998651 10.95851038 6.13102145 9.59607605 5.91699726 NA NA 10.91940668 10.86020077 11.09123715 11.10192539 10.42564141 8.87398510 9.08780014 6.81067831 12.38543692 11.24900036 10.13809987 11.21435221 -1.62370962 -0.62393193 NA 9.73588277 8.38875782 9.33685910 NA 13.39537635 14.78990980 10.98484999 7.42205635 10.15954064 NA 1.18351827 NA NA 14.15482632 8.30094553 8.95261750 11.78207232 NA 8.41093210 9.06494292 11.11886362 4.80240004 10.62672768 10.17784145 9.40334805 8.91626106 9.46889036 11.48024043 10.44020226 9.71987409 10.82991820 7.78340099 9.35981785 7.54605792 10.09552190 4.37658212 7.71702929 9.85490281 -0.0065050 0.0390540 0.0325630 0.2601200 0.0083351 0.0151680 -0.0055375 -0.0295840 -0.0757450 -0.0065050 -0.0065050 -0.0065050 0.0390540 -0.7843700 -0.7836100 -0.7836100 -0.7836100 -0.7836100 0.0259520 0.0155870 0.0131230 -0.7878200 -0.0138150 -0.0138150 -0.0055375 0.0146090 0.0221640 0.0030522 -0.0201380 -0.0487480 -0.0862530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 -0.788 -0.788 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 -0.788 -0.788 0.000 0.000 0.000 0.000 10.4358156 7.0091288 9.6655758 6.9833528 -1.6237096 8.9421872 5.8918323 9.6288694 10.5426101 11.5634945 10.2243648 0.9611047 6.9421872 9.9866966 2.8355603 7.1640360 10.2255382 5.6890167 -0.6239319 5.8759791 3.4635963 0.9611047 8.9201316 6.4898752 10.3770909 10.6184140 11.1151542 6.7855244 1.6980406 -1.6237096 -1.6237096 10.1171787 7.4609416 9.0154739 0.3761792 4.2587752 9.7070500 10.0542931 8.4542841 10.4341249 9.1226474 5.6890167 10.6097528 4.3985009 9.8257977 9.0980868 7.2026812 7.2557160 9.9894622 6.6145376 13.3925497 9.8442480 9.5067037 13.7275900 13.4263219 7.6429196 8.0091282 9.6429198 6.6240599 9.7270723 2.4635963 13.4801995 8.7248614 9.5002545 5.8107618 2.2830328 9.3303294 9.0018419 13.3789042 8.7695235 12.1492724 9.1939164 8.1672962 6.8918335 10.8216653 8.7446394 15.8215522 11.9109053 11.2961137 13.8730493 10.5451185 0.9611047 10.8347961 10.9239916 9.7226469 8.7630732 8.0852170 9.8180398 12.9104968 8.8859080 10.7582167 1.5460672 6.1770328 6.7336851 11.3856119 12.4506092 7.5309509 -0.6239319 NA 11.5320581 12.2802973 11.3125834 7.8679860 11.2461124 11.56023361 13.05610799 10.61841404 10.37154699 9.98808008 4.67991355 9.39085101 5.60495198 8.83863542 5.46359630 9.69411094 5.60495198 5.17055003 12.92891449 9.06175811 11.45844855 10.29983202 1.83556032 14.22812612 5.71776415 4.83556538 10.29872131 10.53505837 9.97975943 7.36197535 9.72651995 10.52206527 9.02987385 11.03546013 6.43682978 10.11760012 10.16362766 0.96110468 12.00628649 10.56688382 10.13352320 -0.03889532 11.50525516 9.88392776 -0.03889532 9.83505228 7.87995873 8.89871474 8.91432204 8.84067880 8.95151174 1.37612365 8.99635287 5.38735909 10.75388595 10.47778063 11.14411063 12.78207234 11.10554144 11.83235919 9.90018499 10.72707228 8.22319035 6.12432607 9.73148417 9.51568447 -0.03889532 6.95981767 -1.62370962 10.29946058 12.03747701 9.69693363 4.25877518 8.41093210 8.06787692 10.47942096 TCGA-CZ-5454 63 1 722 NA kidney stage iv t2 n0 m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 6 3 3 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 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2.6233987 7.0796981 9.0456570 5.9245608 10.2944697 12.2143355 7.3185374 9.1536592 10.6228552 11.2579439 13.9992507 9.8866053 11.5301396 9.3045469 7.0091523 8.1691839 12.2906726 6.9175750 NA 6.3500163 9.1536592 9.4664907 9.6956205 2.0384362 0.5529672 9.3158830 8.9598455 12.4038147 9.4978612 5.9725410 4.0639688 9.8512945 11.0923555 6.7585510 12.2115713 10.1517997 11.2163830 10.3068881 8.4884624 5.9175750 5.1137172 11.6300855 9.7702334 10.6963860 7.6781578 NA 10.7001924 0.5928278 9.4902294 7.4502429 0.5529672 10.6612659 9.2268418 7.9809438 9.9132221 0.2310637 8.2944696 8.6338097 -0.1839328 10.9015096 8.8892861 9.0687025 5.3808229 12.3903003 12.4374786 10.2720492 9.3564881 9.4925819 16.2575927 9.6196302 8.1735892 9.0107941 3.6573427 9.4478205 8.2409034 11.6794491 6.9657843 12.3324759 2.5399529 8.1384459 6.2366992 10.4072478 9.1454599 1.5530164 9.1304316 8.8776332 11.8262156 7.4718662 14.7191302 10.8434824 11.1584082 7.4035021 11.2776871 -1.7690592 2.4010024 12.3608406 11.6296848 6.6740185 6.3500163 9.4116055 8.9733840 8.2575981 10.4598934 8.7741064 8.7536563 9.1889023 9.6499815 -1.7690592 9.9021734 8.0352054 8.4319731 11.5182099 8.6604816 7.3105592 12.4031998 9.0702785 12.9025052 NA -0.7688134 10.5734272 9.0376645 8.5037045 9.5869764 NA 4.9992604 -0.7688134 14.4134108 8.1809012 10.2236591 10.1874508 9.2359974 8.8291271 9.0424493 5.0384274 6.2644970 10.7820619 10.8358595 8.7428275 11.7866596 10.2271950 8.4550765 10.9560147 11.4603441 4.3185410 1.6905065 3.5886247 8.6594348 1.0384362 NA 9.0124343 12.7781499 8.7289266 9.1424665 9.3603577 2.9253918 9.3699864 8.4978610 9.1174647 8.9555886 7.4478205 9.6703861 5.6986797 6.6001478 10.8353963 9.0560334 11.0396367 11.8640698 11.6719438 9.2395033 11.9522807 9.1801717 10.9254326 9.7339064 7.7368862 -0.1839328 8.2211787 11.0337930 8.1638947 7.5778986 9.1424665 11.9552687 8.6760897 10.2144246 11.7097179 10.8762827 4.8009310 10.0730321 6.9387445 5.1014400 6.6319540 NA 8.6006719 7.2366992 13.9314873 10.4137794 8.2958176 10.9336803 9.3947244 9.7818215 4.8457861 10.3939569 9.0655457 7.7856637 9.8946327 0.5529672 4.4209000 4.1618151 -0.7688134 5.2863563 3.5164817 10.6473444 4.1618151 11.2519018 5.5904733 NA 1.0384362 10.6112652 10.5402668 11.3123917 11.3635744 10.0472584 8.4246001 9.3271309 5.8507069 11.6862734 12.0206083 10.4091170 11.6968961 NA -0.1839328 NA 9.7118648 9.3590689 8.8640697 -1.7690592 13.1381531 13.1203885 10.1345800 6.4371611 9.9674766 NA 2.0384362 NA NA 15.3587366 8.4368681 9.4736534 11.2241900 NA 7.7108546 9.4080955 11.3322297 5.0639645 10.0548399 9.3072222 8.8658857 8.1662399 9.6244650 11.0795020 10.1666081 10.1555160 11.6703861 8.8522108 9.9294321 7.3317366 10.7329118 3.7605829 6.1603918 10.2384524 -0.00268350 0.00998120 0.00747500 0.78655000 0.77672000 -0.01177400 0.75754000 -0.01025700 0.07625300 0.00108440 0.00108440 -0.00268350 0.00998120 0.00344380 -0.80802000 -0.79553000 0.00747500 0.00747500 -0.00196480 -0.00500930 -0.00127220 -0.01177400 0.00000000 0.00000000 -0.00818720 -0.00016353 0.00163930 0.00219440 -0.00998120 -0.01714100 0.06720600 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.796 -0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.796 -0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 9.6061141 6.2026175 10.1148635 6.7236091 NA 8.0843843 11.2022590 9.4067739 10.2877124 11.1963251 10.3629316 -0.1839328 6.5973971 9.0812616 5.3604591 6.6657026 10.1129534 5.6986797 NA 6.6147790 3.0384362 0.8160672 9.3145540 5.4978614 10.0239301 10.2944697 11.1705363 6.9759087 -1.7690592 -1.7690592 -1.7690592 9.6951098 7.6362164 9.0165272 -1.7690592 5.9725410 10.646288 10.932164 7.684345 10.662050 8.980106 3.785666 10.362289 4.360357 10.007508 9.028736 5.706807 7.553003 10.580079 5.931515 13.576445 10.432586 10.199741 12.433581 13.978350 7.176518 9.204054 9.409117 10.971699 8.981782 4.874930 13.583497 9.692042 9.821194 5.588628 3.231079 11.419354 9.186725 13.835454 7.948751 12.902505 9.886605 7.247883 9.960270 11.858950 9.235997 16.055623 11.786660 12.183361 15.146627 10.530855 -1.769059 10.184907 7.898186 11.394253 9.056033 8.060798 9.682286 12.898408 11.415020 11.648927 4.816036 4.534858 5.410982 11.384627 12.638276 6.137965 -1.769059 NA 10.713378 13.413314 11.337778 7.979267 11.347744 11.1326958 12.4513774 10.2944697 10.6228552 9.8866053 6.4209000 11.0925493 7.1765183 9.2090700 3.3185338 9.8735778 6.7585510 5.8892861 12.5405475 9.0528487 11.8990732 10.2076387 2.8749346 13.4565081 5.2566559 5.7702344 9.2131769 9.6099114 10.0781320 1.9315318 8.2971639 10.3102260 8.7199189 10.7206718 9.1175332 12.9404816 9.7798966 -1.7690592 11.6628334 10.2638092 10.1925244 1.0384362 11.2954807 10.1666081 1.4009750 10.2819436 8.9606953 9.0944865 7.9504637 9.3603577 8.5700116 3.1852640 9.2345926 1.5530164 11.0337930 10.5535662 11.3067210 13.9314873 10.6851169 11.3695065 9.8946327 10.5762027 7.9674764 5.6740171 8.8839195 9.3622886 2.0384362 -0.1839328 NA 10.9756983 11.3486236 9.6158584 2.2310637 7.7108546 8.1121887 10.3871578 TCGA-CZ-5455 63 1 561 NA kidney stage iv t3b nx m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 2 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4782723 9.7737631 9.0597754 2.5418617 1.4829515 9.4112478 9.4386262 11.5570063 9.0433092 6.8724286 8.2423095 10.5497383 10.2849541 6.2244436 12.0080893 6.0117550 10.2773921 10.8116512 8.6512304 6.8609094 2.9854822 11.5720957 9.9634299 10.7503482 8.2199419 NA 10.4373520 2.6593081 8.3492250 7.9176048 1.3574394 9.9393308 10.0610344 8.0298708 9.6259769 1.7053587 6.9231539 9.4259795 -2.1022175 11.2123138 9.6670251 9.4597791 4.3574464 11.6787801 12.2453584 11.1590803 8.4959082 10.1417829 15.9979677 9.4328031 8.7652927 10.3497401 4.9641029 10.0362856 7.5949814 9.3913691 6.1171818 12.9044276 1.2917214 7.5627988 7.7277367 10.6342044 8.9286809 1.3574394 9.0828891 8.7029515 12.0971493 8.3179742 15.9422155 10.1477198 10.8715623 7.5382588 11.4230452 -2.1022175 4.1074703 12.5670650 12.2999599 7.4254912 4.5127262 8.3378449 8.9761646 7.8609100 10.7370207 9.3357659 9.2956884 9.1589333 8.7652927 NA 10.3015585 8.3615381 9.1932087 9.9499024 8.6728008 7.6259345 11.8880096 8.9383034 13.1874564 0.2199584 2.3574394 9.5346385 9.8434869 8.2914042 10.3775414 NA 3.4829773 0.2199584 13.5841039 9.8467461 10.4995525 12.5380893 10.4429782 7.4810963 9.1995099 4.8522086 6.4678696 10.9281636 11.3152071 9.8920136 11.7988089 11.1041125 8.6719773 9.3848489 10.6901941 4.3898696 1.9854640 4.1648024 7.6826484 3.5704386 NA 9.6457872 13.2903648 8.9362469 10.3250647 9.8888269 1.0679140 10.5237227 7.9064427 9.0772574 8.5975863 7.4810963 8.8966043 4.0679398 5.4215768 9.9630933 9.7312993 11.6428477 10.6692969 13.6521184 8.7561270 11.0272969 9.3352456 11.2350782 9.3018992 9.6344158 -2.1022175 7.7973710 11.4780368 7.9973748 7.9580341 9.0169548 11.5381458 8.9546514 9.9018831 11.9200348 10.5106520 4.1268325 9.6495578 7.6621891 5.6122581 5.3409574 -2.1022175 8.5677846 7.6019171 12.6636107 10.0464904 9.1220155 11.2040755 9.7073800 9.1202050 7.9492227 10.5837766 9.0117559 7.6105406 10.5715437 0.4829515 4.4058086 4.8637997 0.4829515 5.8580158 4.2199429 10.8600060 7.3574456 9.8388817 6.2527033 NA 0.7054029 10.6783485 10.0471258 11.3161300 11.1741382 10.1186944 8.6377946 9.2489529 6.3281310 11.7859008 11.7107928 10.2857619 12.6352612 1.8049209 -2.1022175 NA 10.0022849 9.4072939 9.6595650 6.4254912 14.0574713 14.7901416 10.7703040 7.8432088 9.7552172 -1.1019078 0.4829515 2.8522186 -2.1022175 14.5883802 9.1932030 9.3425112 11.9672118 NA 8.7745308 9.2626192 10.9967039 6.1648004 10.5960673 9.3305557 9.8123989 8.0616633 9.3440633 11.5141031 10.9017074 9.9451377 11.2899287 8.2676112 10.0181675 7.3978594 10.4763865 4.9623778 7.7798927 9.2632427 0.00060455 0.01283200 0.02613000 0.52105000 -0.00370240 0.02220200 -0.00563870 -0.00757310 -0.03629200 -0.00993670 -0.00993670 0.00060455 0.01283200 0.01283200 -0.52437000 -0.52437000 -0.52437000 0.02613000 -0.00425580 -0.00051731 0.00572910 0.02220200 0.01227400 -0.00196710 -0.00563870 0.00336710 -0.50481000 -0.51815000 -0.00563870 -0.01556700 -0.03629200 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7312993 6.6191136 10.1435665 6.0855139 NA 8.5897575 9.9744955 9.6007449 9.6411652 11.2673467 10.4477985 -1.1019078 6.7213809 8.7061738 3.4526086 7.0927709 11.5423208 4.0679398 -0.5170485 7.0528321 4.0878362 0.7054029 9.0311561 2.3574394 10.1078814 10.7858056 10.8531679 8.4342608 -0.1020626 NA -2.1022175 9.4621634 8.0691909 9.4564345 -2.1022175 7.3095246 10.192347 10.442495 6.721381 10.168309 8.791315 5.273053 11.218250 6.389866 9.871352 9.857654 5.985478 7.464068 10.560237 7.666198 13.828636 10.105943 10.391369 13.561377 12.788231 8.382837 8.850755 9.643268 8.188032 9.371212 6.188033 12.750933 8.540066 9.245082 4.598455 1.219958 10.478979 9.952957 13.302257 8.920382 13.187456 9.546371 8.450683 9.399851 10.356164 10.442978 15.420802 11.798809 12.050774 13.724637 11.269790 1.067914 10.818553 10.951261 11.155844 9.731299 8.341993 9.796237 13.188537 12.206922 11.850117 4.625937 5.863797 6.136419 11.480744 12.874309 5.097687 NA NA 11.521438 12.941767 11.987791 7.806407 11.192491 10.6299692 12.9617881 10.7858056 11.5614608 9.8430918 7.4274444 12.1790020 7.2086265 9.0045767 5.8866989 10.3076700 6.2244436 6.2687020 12.8460050 8.8168771 11.8310589 10.7436999 1.8980148 14.3102363 6.7407104 7.2665205 9.7947057 10.0766787 10.1313339 6.6793731 8.9634299 10.3656194 7.5273707 10.7287271 8.0791663 13.0241940 10.3943683 0.7054029 11.3163935 9.9986762 10.0407592 1.4829515 11.5806793 9.6483020 4.7181917 10.6327234 9.7645200 9.4003484 7.6411652 9.8888269 9.2488095 4.2378620 9.8317045 3.4526086 11.4780368 10.6105408 11.1525996 12.6636107 10.5310090 10.9924215 10.5715437 10.1223171 7.2423100 6.8695568 9.2511607 8.7450712 2.5984605 1.6678013 -0.5170485 11.1414854 10.9399587 9.8064064 2.2903359 8.7745308 7.7435042 10.2159917 TCGA-CZ-5456 57 0 NA 2422 kidney stage ii t2 n0 m0 male 2006 NA NA 90 kidney clear cell renal carcinoma NA NA white NA NA NA 3 4 4 5 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 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6.7574780 5.1778102 12.2829990 10.0889220 10.0374301 7.9274035 -1.3298848 10.2056552 2.6092349 9.5200067 8.1497954 3.4773665 10.5598995 9.6205712 9.2662051 9.4500794 2.7574714 6.6979211 9.7759238 4.6923826 11.8879730 9.3678518 9.2521573 3.8399394 12.6224536 14.6238935 11.4911914 9.5209600 8.2436624 16.0737847 9.0109781 8.0120898 10.0423363 3.7144104 9.1467616 6.9874277 10.7847337 7.8121221 14.2867939 1.2549568 8.7924552 9.9657843 9.2745685 8.6125298 0.6700245 9.8837271 9.9214978 12.4913907 7.7225835 14.7671949 9.7123586 12.0239561 8.0493939 11.1996899 NA 6.6415590 13.0294218 10.4889968 7.6728305 4.9368028 8.8660026 8.4805871 9.5716364 11.1857152 9.1588596 7.7759236 9.7239413 9.2652728 2.7574714 10.0682246 8.0341502 8.8411923 11.0520990 8.3210672 7.3808221 12.6419522 9.5541859 13.5414393 1.6700245 -1.3298848 9.8191274 9.6075069 8.2530982 10.0857571 -1.3298848 0.6700245 NA 13.7964778 5.4644298 9.4562850 8.6212999 10.4443906 9.0591089 9.6408403 4.3704573 6.1698609 11.3235323 10.8207146 9.9743667 11.5098982 10.1906340 8.5948277 9.6285680 11.0248157 4.0275699 4.4513760 3.3138698 9.0176366 2.4773665 NA 10.4542412 12.3110510 9.2521573 7.4081072 9.0857571 0.9919707 9.3521322 8.0899753 7.6568810 5.8499242 8.5029054 7.0363374 6.0363385 5.5649543 9.5209836 9.3138716 11.7259756 12.5174643 10.8082871 9.1578555 11.4441847 8.8133987 9.9834652 9.7499867 9.5287735 0.9919707 8.0941817 10.5048813 9.3323009 9.2391495 8.9119986 11.7894428 6.7627727 10.0003720 12.9993913 10.6245752 3.6242062 10.1867002 9.1373765 5.0450541 7.4215591 -1.3298848 7.8424427 7.2587300 12.6402111 10.3197207 8.9060295 10.5974230 10.9657843 8.5372941 2.9179473 10.8795845 8.5526583 8.4997383 10.0936566 1.2549568 5.8696888 7.9828983 1.8399596 9.0154206 4.9368028 10.5832788 -0.3300662 9.1231007 6.5521080 NA NA 10.4550591 10.2125636 11.5017184 10.6738846 10.4733392 8.9072254 9.1519560 6.1412018 10.5855213 11.3545448 9.3326838 11.0891855 NA -0.3300662 -0.3300662 10.1098462 9.3459725 8.8952229 7.3102601 12.4588356 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10.0425989 6.5960198 10.5522013 6.9323376 -0.1765767 8.5716233 10.9776157 10.0664774 8.5342367 10.8226906 10.9199259 -0.1765767 5.9458277 9.3072461 1.8234233 8.9765601 11.6418794 5.1692035 -0.7614577 6.3522094 3.4863926 1.4083858 8.7688744 5.5052558 9.9146278 10.2552762 11.5323993 7.9492746 3.4863926 -1.7617023 -0.1765767 9.6393474 7.7040343 8.5938191 -0.1765767 5.7142015 10.016545 9.935435 7.769849 10.204973 8.596020 3.823433 10.475379 5.169203 10.086054 10.326594 6.408393 6.834658 10.047834 8.194118 13.438140 10.274985 10.464278 13.052650 13.268435 7.055452 8.393286 9.615678 7.435684 9.337816 4.260839 13.251180 8.875093 9.673096 3.697896 3.145351 11.009132 9.283545 12.647196 8.076096 13.084987 8.779564 8.220035 6.962982 11.194299 9.272579 14.878939 11.973069 11.290526 14.479073 10.932608 0.238420 10.016545 10.101493 10.215390 8.558140 8.195570 9.367107 12.890192 10.665257 11.288146 2.045827 3.560397 5.293749 11.060043 12.406200 6.856854 NA NA 11.187018 12.389881 11.051237 7.984982 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-0.488 0.000 0.000 0.000 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.201 10.70917525 6.88350596 10.58484706 6.87007122 -1.64385619 9.28676566 6.55570114 10.42688060 8.85587418 11.45197919 9.97716456 0.67798173 6.23254564 9.30220365 2.26291418 7.35038144 10.21089680 8.67795637 -0.05904398 6.40042180 4.42211860 -0.05904398 8.79793513 7.00707998 10.42388287 10.72562572 11.16533433 7.52344669 1.67793665 NA 0.67798173 10.05820107 7.71137927 10.18416485 2.52594357 6.97073864 10.3532079 10.3225339 7.6298243 10.3787430 8.7418906 7.2748915 10.7307962 5.2748915 10.2248510 9.3976875 6.1633840 7.1569285 10.2344625 6.9596543 13.2369989 10.4405046 10.0195866 12.7237844 12.6517973 7.0178061 9.1092451 9.9931061 9.0007859 9.4401724 5.5751973 12.9354033 9.3866954 9.6027690 4.5848483 0.6779817 9.9693575 9.1192407 12.9648030 8.4085964 12.5367146 8.9935589 7.8893579 11.3595463 10.0646812 9.5433805 15.2997680 10.8672795 11.8173800 13.5028357 10.8670398 1.1633699 10.5575397 9.5297056 10.5234465 8.9211304 6.9853854 9.8835054 12.7172868 10.9108571 11.6089880 6.7179725 5.6598104 5.4113110 11.0282327 12.5022789 6.5108464 NA NA 10.9173164 12.7685983 11.4009313 7.2171153 11.0687704 11.664652 12.471804 10.725626 9.887410 10.265546 7.333308 11.326853 6.090737 9.089044 5.176207 9.767010 6.143930 6.220214 13.064619 8.124213 11.281768 10.260287 2.262914 13.762599 7.737268 6.188919 8.386185 10.222148 10.396661 5.535938 9.375619 10.665789 8.173012 11.345778 5.713580 11.608102 10.764889 -1.643856 11.177204 10.562738 10.392546 1.677937 12.071132 9.550170 3.310224 9.987205 9.351795 8.212454 9.299276 9.373533 9.034347 4.895186 8.734323 6.207778 10.938406 10.534382 10.916361 13.068824 10.428831 10.179794 10.263295 10.599797 8.279356 6.333307 9.813922 9.664367 1.677937 6.238672 1.940994 11.222921 10.644332 9.553245 3.262914 8.283807 8.893247 10.351796 TCGA-CZ-5459 63 0 NA 1683 kidney stage iii t3b nx m0 male 2006 1515 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 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-1.04394335 11.35502073 9.89264785 10.64600790 4.08528867 11.04801380 14.26185790 10.66380037 8.98805550 9.67625418 16.27073474 9.65991350 7.97281842 10.25177885 4.24141311 9.44986527 7.62843533 11.49249996 6.59986673 12.80110786 1.24877769 7.29099844 9.47170976 10.68393036 9.33863389 2.27792525 9.88674721 8.59986599 12.01636807 7.71756128 16.27466082 8.82637465 10.05457502 8.66336917 11.84722401 -1.04394335 6.66336882 13.08762573 12.08303694 8.06975210 4.44786348 8.14336178 9.73490840 7.17032870 10.77219356 8.40515849 8.28916542 9.33430480 9.28243934 NA 8.99080883 8.37807459 9.55499283 10.91420011 8.88082233 8.63196677 11.74368393 10.05272508 13.19650311 2.76336908 2.86290759 10.57989139 9.17638810 9.81009907 9.98667701 NA 3.59986525 -0.04394335 14.33900535 8.86889909 10.83788862 12.90547187 8.85385534 9.59172803 10.11398837 3.12593208 7.20393720 11.50193966 10.59535064 9.46677413 10.99948496 10.20096823 8.63548996 8.94327377 10.71256621 2.27792525 3.20393720 5.12593621 8.96303709 1.76336908 NA 9.18362595 12.86111479 9.37386242 10.56426469 8.93900349 1.27792525 9.44585786 8.15568245 10.35995398 11.52728850 7.82945383 9.76336476 6.86889909 6.63668552 10.31630835 7.98667715 11.01400163 11.27115946 13.15491530 9.32123882 12.31891259 9.26548636 10.14830269 8.95036343 10.16728980 NA 7.55219952 10.86064449 10.94226084 8.94500686 10.35207941 11.34133307 10.04678393 9.80853935 11.63483006 10.79008584 4.54096958 9.65558242 8.49813237 5.43174329 8.35688944 NA 8.19441460 6.01129212 13.55388786 10.26207158 9.13467479 10.51059873 10.85800805 9.58445540 7.21810499 11.12850614 9.24948161 7.11588118 9.91093319 1.76336908 5.81399149 7.38646264 1.88959036 7.70755378 3.76336908 10.57714602 5.36540209 11.79275065 6.15224225 NA -0.04394335 11.44309626 10.53721044 11.14799437 10.78176369 11.10766074 8.86440253 8.93430566 6.62510826 10.17517838 10.92791267 9.91601184 11.34214186 1.27792525 NA NA 9.76336476 9.33430480 8.86740200 5.82637561 11.96741188 13.65634123 10.70336376 6.91125296 9.86740184 -0.04394335 NA -1.04394335 NA 15.02226730 7.39895313 9.36963791 11.12217300 NA 7.58900539 9.17716187 10.66250594 5.76336377 11.32969074 9.76979108 9.37912577 9.12968692 9.22045258 11.26349533 10.84969064 9.74717270 10.92755347 7.94469449 9.59648088 7.81087813 10.77977516 4.71090009 6.30668330 10.58126207 0.0047236 0.0107080 -0.5886200 0.0077830 -0.0016582 0.0026403 -0.0097127 -0.0175240 -0.0456300 -0.0017111 -0.0017111 0.0047236 0.0107080 0.0107080 -0.5886200 -0.5886200 -0.5886200 -0.5886200 0.0207680 0.0016689 0.0196470 0.0026403 0.0019464 0.0019464 -0.0041499 -0.0022122 0.0000000 -0.0978860 -0.0169740 -0.0221910 -0.0456300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.07624776 7.05404205 9.64251043 7.65329008 NA 9.28692688 9.09556133 9.58291441 9.61332832 11.42283071 9.68817739 3.12593208 6.78255796 9.82560375 4.04347575 9.38017618 10.26548624 6.86889909 NA 6.85082817 3.47956687 0.95598228 8.92755339 7.04347247 10.40712306 10.62533789 11.28901426 7.53343876 2.54096958 -0.04394335 1.27792525 10.09811698 7.08013105 9.02613083 2.12594860 6.54097267 9.9080231 9.7983602 8.4717098 10.3958407 8.8911749 7.2227968 10.2660546 6.7175613 10.0044968 9.6177879 6.9332894 6.7569099 9.8644025 7.5890054 12.8804513 10.6766816 9.5596362 12.6773227 12.8396078 6.4236151 7.8232889 9.9482402 7.0904364 9.4912853 5.6702540 13.0285612 8.5067566 9.4578471 7.3223320 0.9559823 10.3179536 7.9700305 13.2834222 8.8170969 13.1965031 9.0775434 7.7697909 11.5329666 12.0538774 8.8538553 15.6787774 10.9994850 11.0530544 13.9333345 10.5489340 0.5410192 11.3212388 10.9054718 10.9021852 7.9866771 7.7952137 10.0968397 12.4966223 10.0968397 11.4625630 5.4638055 7.8201962 6.4072202 11.2175172 12.3959706 6.2414112 NA -1.0439433 8.8823059 12.4939562 11.4812762 6.9783776 10.6625059 11.904742 12.684356 10.625338 10.483971 10.187231 7.649497 11.295303 7.510599 9.178805 5.105758 9.352615 5.850827 5.241413 12.342266 9.212219 11.153841 9.806197 2.656451 13.373137 8.757799 6.776188 9.018029 10.640320 9.363278 3.956010 9.030151 10.883788 9.575194 11.507238 5.862900 11.184227 10.418001 3.540970 12.322332 11.185129 10.235040 -1.043943 10.999037 9.568878 4.125932 9.848553 5.165462 8.371752 8.475646 8.939003 8.967111 5.382273 8.467762 5.724195 10.860644 10.187231 10.428701 13.553888 10.892648 11.383061 9.910933 11.739213 8.471710 5.447863 10.188431 10.094922 2.540970 3.763369 2.763369 10.836359 11.873960 9.339714 4.886745 7.589005 8.236781 10.375443 TCGA-CZ-5460 55 0 NA 2873 kidney stage iv t3b nx m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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8.66932056 9.49617031 -1.51787454 7.42154732 9.43907059 1.06695024 10.12987659 10.14908010 10.75197178 3.38886457 11.92884245 14.11015770 11.01188701 9.03751621 9.97432252 15.87046515 9.49598890 7.77888468 9.58131641 4.71078991 9.45423040 7.33994974 10.83483958 3.76736877 12.30593277 2.73218235 7.87002867 9.43616475 10.34072660 8.47773560 2.87428549 10.24642543 8.64183970 12.12728917 6.88710970 16.20734342 9.58263089 11.59094048 8.02112712 12.11677956 NA 3.43616184 13.20167818 11.77328314 8.12942676 4.52636308 9.44052122 9.81735880 8.92905183 10.96048536 8.62790080 7.96980840 8.81735880 9.08188124 -1.51787454 9.53249736 8.49179699 9.64247018 10.42887476 8.28125035 8.47349024 11.81688002 9.76505681 13.22674980 0.48191888 0.80388829 9.67364458 9.12040430 8.89135934 9.88764178 NA 5.88284844 NA 14.14844218 8.35079115 10.55007501 12.74082895 8.78916942 9.98678749 10.51160087 3.52635682 6.77198723 11.23873331 10.36804608 9.78003100 11.82762601 10.28003520 9.04611804 9.79994631 10.75896528 4.72989532 1.06695024 6.17545474 8.69871439 -0.51808112 NA 9.54805779 11.82000843 9.52294319 8.47065318 8.86890865 2.28933283 9.91763881 8.84391226 9.50132290 8.45638317 7.35848506 10.45423040 6.13302093 6.09232797 10.20264031 8.41860657 11.31801885 11.94344796 12.36432497 9.76273930 12.46896599 8.83069678 9.42594850 9.69750157 10.39859439 1.28930331 7.81288516 10.68531647 11.63253138 9.66165377 9.92698337 11.32490807 5.59049424 10.33761566 11.50398947 10.89109423 4.54806049 10.45853263 8.39696648 5.72037424 7.70355549 1.06695024 8.37071181 6.77658963 12.82716581 10.31880783 9.39111145 10.91477139 10.85592120 9.78916926 5.81288580 11.32559717 9.40306551 8.16144836 9.72633228 NA 4.72989532 7.15085310 6.03655828 5.82181734 2.65188979 10.17196650 6.48759246 10.45755859 6.08054255 NA NA 11.04992456 10.38810750 11.25035965 10.70174206 11.11904616 8.10035380 9.18672809 6.11125254 11.49860272 11.28529245 9.82958987 10.44124598 NA 0.06695024 -1.51787454 10.11086967 9.24849736 9.34383084 6.82181862 13.02288357 13.78407189 10.46460568 7.03751621 10.00307822 1.48197053 -1.51787454 NA -1.51787454 13.80121724 7.92283769 8.93420981 10.74347584 NA 8.60350210 9.24816620 11.14285579 6.69628739 10.75167962 10.11677956 9.18414117 9.08929872 9.13302016 11.49912491 10.42118037 9.84719738 10.30294525 7.72275973 9.27769167 8.17545524 10.53283746 3.00552575 6.53366613 10.45458935 -0.087358 0.171510 0.176010 -0.079230 0.600610 -0.083067 -0.141030 -0.103420 -0.013400 -0.087358 -0.087358 -0.086784 0.171510 0.171510 -0.542700 -0.542700 -0.542700 0.175280 -0.070937 0.154120 -0.545870 -0.083067 -0.085988 -0.084262 -0.141030 0.149200 0.162050 0.136870 0.108180 0.119910 0.005970 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.000 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.000 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 10.1446368 7.2368561 9.5885314 6.9768642 1.1373068 9.1987881 11.5358944 9.8975360 8.6380517 11.3812253 9.8748225 0.4819189 6.1258247 10.7218653 4.9082317 8.2616878 10.8397954 6.1330209 0.4819189 6.6468755 4.6317155 1.9414068 8.8699858 6.0288631 9.1495147 10.6424703 11.3943845 7.8482906 -0.5180811 -0.5180811 -1.5178745 10.0035689 6.9976684 9.1561607 -0.5180811 7.6112513 9.9698085 9.9637680 8.4549482 10.6553333 8.5413131 7.0172438 10.3124837 4.5043344 9.7131897 9.6550210 6.5800007 7.5043360 9.8499292 7.6543962 13.0179121 10.9019287 9.9008753 13.1464714 13.0991490 7.1719664 8.4959889 9.9942151 8.4141833 9.6170365 6.5098747 13.2553138 8.9040333 8.9040333 4.5043344 2.6518898 11.3395608 8.7298960 13.3156987 9.1167796 13.2267498 9.4882947 7.9434478 9.2674209 11.7788847 8.7891694 15.2568842 11.8276260 11.0987471 13.1151340 10.2989521 3.0669330 11.5421578 8.9475350 10.5865673 8.4186066 7.8306965 9.8016406 12.5019935 11.1327959 11.1678101 1.6519127 6.6009090 5.7011359 10.4749069 12.5170253 7.1258247 NA -0.5180811 11.3980346 12.3802865 11.1782319 6.9495746 10.6865397 11.90021643 12.74963304 10.64247027 10.80164063 10.29895209 7.49319578 11.50676189 5.88284844 9.21921596 6.41860657 9.74992556 7.24684034 6.74406285 12.23120003 8.91346600 11.51590765 10.14774857 0.06695024 12.80347387 6.95352134 5.98976346 8.12463418 10.28205946 9.95008343 4.59049424 9.18932768 10.41897439 9.43252436 11.29032942 6.55878345 12.03535781 9.96578428 0.48191888 12.39111156 11.69005041 10.92905176 0.06695024 10.43652833 9.82958987 2.18240627 10.09207051 8.41713352 8.29574965 7.40380965 8.86890865 9.45729345 5.95770106 8.51263579 4.52636308 10.68531647 10.35117678 10.94293626 12.82716581 10.65564565 11.24787614 9.72633228 11.07955552 7.54805741 5.83952127 10.40455288 10.05514223 0.48191888 2.65188979 0.06695024 11.34305543 12.33484617 9.41492133 3.33994974 8.60350210 8.17545524 10.37337253 TCGA-CZ-5461 52 1 330 NA kidney stage iv t1b nx m1 male 2006 317 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 2 7 2 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.36730117 11.74511978 9.87671722 10.74612034 7.77886300 NA 10.46481915 2.40743433 9.34650797 7.85503477 -0.91811503 10.17167671 9.64366051 7.97671304 9.76896039 -1.91811503 5.93987536 9.19368305 3.03609887 11.39888384 9.27911188 12.08585230 5.43062316 11.69015241 12.64979195 11.40396427 9.08541324 10.52665133 16.13260484 9.31970283 8.49552329 10.91062677 4.34867859 9.15402795 7.52690998 10.02697333 6.69291953 13.03167639 1.08188497 7.18063821 9.09172390 10.58770683 8.69752503 3.16936384 9.69015009 9.39930784 12.50073614 8.08048552 14.78754818 10.85069990 10.82147967 8.74367350 10.65246256 -1.91811503 6.93676395 12.18370683 11.65755270 7.57174354 2.25180997 9.03972294 8.98953699 8.49552329 10.85235269 9.04840077 8.41281200 9.58820286 9.33751397 1.25180997 10.04117274 8.23037164 8.99178825 10.63384376 8.62008417 8.53310620 12.11673292 9.40043802 13.02330975 2.54131659 -0.33315253 10.01337153 9.80726153 8.58869852 10.09800707 NA 0.08188497 -0.91811503 14.34725393 4.58969159 9.76313367 11.68818482 10.03572796 9.06773712 9.71489046 3.36730117 6.20083585 11.61546835 11.09643884 9.11875579 12.00162641 10.55280827 8.54439767 8.13853292 11.05146170 6.87305770 3.32982683 6.14798433 7.91478514 0.40381306 -0.33315253 9.65554253 12.29279486 9.55001025 8.71851986 9.86284515 1.78232468 9.85627051 7.85007930 9.40311878 8.94840140 7.99328715 9.40776295 6.22144599 6.19563697 9.82251937 9.81998760 11.63528457 11.39463643 12.83427593 8.75961493 11.71102416 9.27542057 10.35598222 8.97595513 8.70211518 -0.91811503 9.07057985 10.95687662 11.86597795 9.62618851 9.55509371 11.28279388 7.81321426 10.04695809 12.12029990 10.73876699 6.19041930 9.91952318 8.60940150 6.09312279 7.51860674 NA 9.01484818 6.83008796 12.91315303 10.03899729 8.62395975 10.85544659 10.43338670 9.41616860 7.22400264 10.76466164 9.13649954 8.58373230 10.23892631 2.60544692 5.04767798 7.62299183 2.66684747 5.72575206 2.98879374 10.62806627 6.17465209 10.76531975 5.82309205 NA -0.91811503 10.76027535 10.10287527 11.41435147 10.89867892 9.93051826 8.22782722 10.16736445 5.30019329 11.46627431 11.78720365 10.30619843 11.46708360 -0.33315253 -1.91811503 -0.33315253 9.94104174 9.14056344 9.17663269 -0.33315253 13.81013468 13.87968344 11.07270836 7.03099260 10.11600638 -0.33315253 0.40381306 -1.91811503 -1.91811503 14.51339287 8.61327674 8.47956970 11.65542410 NA 8.05774322 9.48544534 11.09329726 4.38567262 11.02331344 9.46937421 9.45802061 8.36034452 9.20083634 11.34853541 10.05200119 9.25682103 10.66450773 7.41281200 10.08730225 7.84178321 10.46775766 4.34849447 6.22154846 9.87915145 0.0108420 0.2345700 0.9350800 0.2605900 0.2373600 -0.0132640 -0.0833330 0.0000000 0.0992880 0.0108420 0.0108420 0.0108420 0.2345700 0.2345700 -0.4540000 -0.4540000 -0.4540000 -0.4540000 -0.2223100 0.2612200 -0.0012473 -0.0132640 -0.4375600 -0.4375600 -0.0833330 -0.0037395 0.2424900 -0.2353000 -0.0092666 0.2251500 0.0992880 0.000 0.000 0.000 0.000 0.444 0.444 0.242 -0.235 -0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.243 0.243 0.211 -0.224 0.235 0.235 -0.454 -0.454 -0.143 -0.143 0.246 0.246 0.000 0.000 0.237 0.237 0.000 0.000 -0.438 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.444 0.444 0.242 -0.235 -0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.243 0.243 0.211 -0.224 0.235 0.235 -0.454 -0.454 -0.143 -0.143 0.246 0.246 0.000 0.000 0.237 0.237 0.000 0.000 -0.438 -0.438 0.000 0.000 10.7151176 6.8029945 10.0973103 6.1415104 -0.3331525 8.5657110 8.9706386 10.4820382 9.9591794 11.2820245 10.3967617 1.6668475 6.1693578 9.6287898 3.3673012 6.9429824 10.5266513 6.2214460 NA 5.8098157 5.3486821 1.2518100 9.0741254 5.6668588 10.1366861 10.7574113 10.6076363 7.2468023 1.5413166 2.4742024 NA 9.6738850 7.8484239 9.3321937 -0.3331525 6.4482171 10.2008363 10.2430272 7.6460445 10.1314035 8.8225192 2.5413166 10.5734979 5.0244083 10.4119718 9.7823350 6.1799270 7.0447908 10.3722022 6.8233621 13.5378646 10.2249595 10.4303469 13.1358212 12.6080888 7.8779350 9.2436569 9.8575055 8.6855215 9.4010028 5.5576276 13.5532530 9.0818953 9.7450085 4.8632546 3.7257521 10.4539441 9.3597638 13.2996258 7.8924669 13.0233097 9.2001875 8.1344633 7.6799480 11.1177254 10.0357280 15.6729427 12.0016264 12.0752760 13.6519288 10.7011982 0.8892399 10.4495830 10.1449533 10.7060053 9.8199876 7.9902878 9.7030315 12.9440483 11.3398723 11.6529344 0.4038131 5.1042612 5.7892545 10.7080605 12.4715266 7.1290192 -1.9181150 -1.9181150 9.8932700 12.6925164 11.3648360 7.3107137 11.1761379 11.3451645 13.0340450 10.7574113 10.5426072 10.1871490 6.8860257 11.1134242 6.6287896 9.0331799 6.0126335 10.0698698 6.8566820 8.6715464 13.0826347 9.1378554 11.7739658 10.2689380 1.9887756 13.6557199 6.2849989 6.1587107 9.5064867 10.1324242 10.2121441 5.5494998 9.4928764 10.5263925 8.5102554 11.1946605 6.2568201 11.9809689 10.7048622 0.4038131 11.2811075 10.7558668 10.1802564 0.6668475 11.4668139 9.7969994 2.4742024 10.4128121 10.6808782 9.3759415 9.0118934 9.8628451 8.9744533 4.2111758 8.6132767 3.2518251 10.9568766 10.3936436 11.4797036 12.9131530 10.4561197 11.2375041 10.2389263 10.6376827 7.7148905 6.5413274 10.0052227 9.8964777 0.6668475 3.7823352 NA 10.4685661 10.8385746 9.7062339 4.9645373 8.0577432 8.2150374 10.0469581 TCGA-CZ-5462 83 1 311 NA kidney stage iv t1b nx m1 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 3 5 4 5 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5727508 8.1371279 4.5173261 10.5188258 10.6826998 10.0853559 7.3383540 11.6366799 6.1339950 11.0768156 10.6835036 7.7743344 7.1650225 3.3759708 11.0784462 9.7853588 11.2524849 8.8874881 3.6104284 9.9668104 3.3797873 11.0211029 7.9196821 3.8734687 10.3126058 9.0500562 8.2266145 9.7718522 2.3759569 6.5692754 9.8681086 NA 11.9370874 8.5739073 6.8846944 2.1954106 12.3622793 14.4218079 11.8312952 9.1126921 9.2477825 15.4407503 8.9767554 7.9662245 9.2251431 4.5739077 9.0155748 7.0566897 9.7893470 4.2885062 13.1221858 0.6104166 8.3364334 9.5704350 8.3957222 9.4261366 3.1464923 9.4559233 8.3369921 12.0546199 8.5149172 15.2896589 7.1118722 10.4683831 8.5623008 11.6598734 -1.7117005 5.1588702 13.8732621 10.9219545 6.9467168 4.6978961 7.9413499 9.3226161 8.7962999 10.7402314 8.9591613 8.9706219 9.6797487 9.1078858 NA 9.8526547 8.1588697 9.2199814 10.1780091 8.5715934 7.6416522 11.4838311 9.1308555 13.5318279 1.6104166 4.0164250 9.8101055 11.3898571 8.9142138 9.7340374 NA 0.2885358 -1.7117005 13.4133130 11.6794801 8.8818961 14.9179329 10.7394585 9.2236702 9.4584302 3.9323636 6.7063579 9.0690448 10.9417980 10.1351708 12.0134633 10.3904808 8.8555104 9.5808267 11.0483933 -0.7114642 -0.1265805 2.1954106 8.9269411 NA -0.7114642 9.2571719 12.9639660 9.0877866 10.4064728 9.0861668 0.6890307 9.8540833 7.8411743 7.4956904 5.3328977 5.2542879 8.5076737 4.6978961 5.0433926 10.8406938 8.8874881 11.3227882 10.1110759 11.5991179 8.9041348 11.7372667 9.5934268 10.3576192 8.7355882 6.7763449 NA 6.7063579 10.9622558 3.6315583 7.2182368 8.6548272 11.0974692 10.7487050 9.5388035 12.8257842 10.6050695 2.8120669 10.2986835 8.4070310 6.8884181 6.6722089 -1.7117005 6.6978961 6.7479365 11.8971065 9.8329867 10.3420917 10.8017392 9.8174475 8.6416519 4.1711508 10.8479945 9.5582162 8.4795644 10.1229761 -0.1265805 5.1588702 6.4832612 4.2657819 12.1107772 3.3759708 11.5109982 2.9323636 8.9556165 5.7494109 NA 0.6104166 10.9852553 10.1654056 10.8981455 10.6738283 10.6366800 10.7644918 8.8818961 7.7564776 10.6433054 10.7458860 9.6205417 11.4256564 4.4979572 NA NA 9.7833607 10.1042887 8.8668777 9.2821511 13.5825873 12.8750517 11.3011296 5.8826064 9.8430940 1.0958569 0.2885358 2.0958569 7.1054885 14.0411993 8.4293348 8.5340577 10.6697776 NA 8.6138105 9.3996473 11.1100798 5.6194218 11.0410948 10.1178314 9.0674034 8.5623008 8.7063575 11.6368183 10.9900281 9.5605516 12.1298729 7.8715880 10.0172760 7.8659337 9.4350737 4.5173261 7.1920560 9.9174062 0.0116790 0.0047190 0.0031910 0.8544200 -0.0069195 0.4288900 -0.0033243 0.0119580 -0.0666540 -0.4144300 -0.4236400 0.0116790 0.0059700 0.0011582 -0.4337700 -0.4348500 -0.4348500 -0.4348500 0.0033299 -0.0051227 -0.4401600 -0.4399400 -0.4330100 -0.4200300 -0.0033243 -0.0024338 -0.0228810 -0.4277800 0.0083351 0.0162860 -0.0666540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 -0.011 0.429 -0.420 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 -0.011 0.429 -0.420 -0.420 0.000 0.000 9.7637319 7.0566897 9.3579548 6.0948293 NA 8.6840392 12.9673253 8.7074961 10.4712098 11.1322319 10.8825964 -1.7117005 5.9609310 9.1696191 2.2885062 7.2310195 10.5839870 4.6978961 -0.7114642 7.8334695 4.3759708 -0.7114642 8.5161212 5.9609310 9.8372980 9.5382112 9.8717759 8.5149172 NA -1.7117005 NA 9.0885961 8.0583430 9.4590561 -0.7114642 6.3383531 10.0873818 10.1102791 8.1696189 10.6499007 8.4820306 5.7147703 10.6466068 4.5552947 10.3018278 10.3649867 6.8237799 6.2368714 10.2354114 6.2542898 13.7965165 11.2123896 9.8630986 13.6670709 12.9965651 7.5692761 8.6036545 10.4621822 7.3301640 9.3115662 4.8120669 12.6846416 6.8958358 9.5576318 1.4584345 -1.7117005 10.3007804 9.3191722 13.3479763 8.8392520 13.5318279 9.1511424 8.2885053 10.1931397 11.5665189 10.7394585 16.0961304 12.0134633 11.3279382 13.7740829 11.2416102 -0.7114642 12.2160053 9.9919761 11.6485291 8.8874881 7.8450114 9.9364131 13.2018153 10.9657843 11.6761091 1.4584345 5.1953948 2.8120669 11.9669952 12.5824796 6.8198866 NA NA 11.3308485 12.5539736 11.3921158 7.5316793 11.4272568 10.5316790 13.0494849 9.5382112 11.3777900 9.7576382 6.8430944 12.6610981 5.8042059 8.2148009 4.6635439 9.5239210 7.3383540 4.2427016 12.2824907 9.2310195 11.6135294 9.5831258 2.1954106 14.0494849 7.6893418 5.8507469 8.4406757 10.6062003 9.1627181 3.4584345 8.9359635 10.1825649 6.6893844 11.1112750 6.6548279 12.3280239 8.0265976 NA 10.6551005 10.0044671 9.9105568 -1.7117005 10.1600253 10.0890006 1.6104166 10.5082786 3.2885062 9.4875639 6.3599674 9.0861668 9.0136839 5.6104343 8.5681157 2.9889391 10.9622558 10.5022169 11.5634656 11.8971065 9.9409020 10.8125570 10.1229761 9.8397327 7.8865575 5.6372335 9.5957060 8.7324846 2.9889391 -0.1265805 -1.7117005 10.9562819 10.1826786 9.4067973 1.0958569 8.6138105 8.4164995 11.1408395 TCGA-CZ-5463 76 0 NA 662 kidney stage ii t2 nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.248485e-06 3.121212e-07 17.0212765957447 6.38297872340426 17.0212765957447 38.2978723404255 21.2765957446809 8.47913434 11.17184844 9.86364844 5.91163886 10.92040027 6.97531492 NA 4.05225937 10.40799785 NA 0.03365205 4.42725082 6.64338579 8.53598799 5.95271330 10.33947648 11.76970873 8.29175134 11.39420200 11.61907181 11.15338451 15.04584080 9.86061648 11.95981492 8.58661427 5.50525580 8.18698925 9.74772256 5.62444310 -1.20223992 7.12881303 10.33438581 9.48220615 9.74370530 2.65587843 1.49835300 9.01887866 9.41674011 10.55674361 9.12713154 5.74040952 8.37909630 10.68130273 10.25835167 4.00734802 10.96766419 7.13774532 10.25450689 10.93488687 7.52581597 6.92717825 2.70478345 10.31875993 9.32781421 10.91147521 8.15654679 2.60525726 10.26905022 2.66480138 7.77946329 8.19770767 -0.61705613 10.50244786 9.32781421 7.54608879 9.69396708 0.11982095 5.85859277 8.59231164 0.60520984 11.94080054 9.90380429 12.21409954 3.63078986 13.94453962 10.30023037 10.70215407 8.52070314 8.75136463 15.53917841 9.23356599 8.56855964 11.84544575 4.66826098 9.82683779 7.88270418 10.08243077 4.33705452 13.12695628 1.49942497 5.45767637 8.97966927 9.68891991 9.38191861 0.79792605 8.93103797 9.02008683 12.72544227 8.37154275 15.77295175 11.38156620 10.25248035 5.70478622 11.30865996 NA 2.19020396 12.19924199 11.23043769 7.46500718 6.36013774 7.48439596 8.82234298 5.28974964 10.57473997 9.22939349 9.75136480 9.55653537 9.76368013 NA 10.25219506 7.95650568 9.49833545 11.25578962 9.28171146 9.41674011 11.53337777 9.03031676 13.72521078 -1.20223992 3.55278282 10.08069457 9.76045566 8.76079179 10.39804098 NA 4.48439596 NA 14.08665373 6.93232225 10.29275139 12.71293482 9.69043857 8.23460718 8.85046378 3.44174905 8.16203023 11.42907281 11.55393081 9.78231420 11.63394118 11.47968322 8.68663919 8.81609598 10.88370015 0.96783261 0.79792605 2.19020396 7.19663950 3.86398799 -2.20223992 9.16531052 13.58436962 9.76908011 10.49941879 9.51342876 1.38283323 10.30668091 7.83681475 7.53209717 12.11325765 8.57021016 9.43497343 4.72863346 6.56813094 10.47583555 9.12488693 11.92870764 10.49638345 12.54262451 8.37699487 11.14952517 9.24497908 11.74927157 9.73668148 10.17021677 -0.61705613 8.68053886 10.93808646 8.98027156 8.25623039 9.27261579 11.52390098 6.19877504 9.21522089 11.27198194 10.38824885 3.44174905 9.56979790 7.50380428 4.64338868 6.80071098 NA 8.76295867 7.16203074 13.16295371 9.77517568 9.00734914 11.05085679 9.94319112 9.46545090 5.75789799 10.35651734 8.86533025 6.98771992 10.40360677 -1.20223992 5.60525134 6.18159953 2.04582736 7.08098377 4.69271174 11.50017668 4.96781878 9.55361797 6.44030776 NA NA 10.66053310 9.85690215 11.13202938 11.59636757 10.23538781 10.68854004 10.60788897 6.92542626 10.77874935 11.86935814 10.64690985 12.24303997 -1.20223992 -1.20223992 -1.20223992 9.87838020 8.37248943 9.53683253 -2.20223992 12.01449007 13.36377136 11.06614538 6.27054576 9.64142428 NA -2.20223992 -2.20223992 -2.20223992 14.63714878 8.58171240 9.22782553 11.08863462 -2.20223992 7.95144792 9.16311375 11.44905958 6.03630111 10.57576745 9.22468474 10.30544266 7.24497932 9.51984930 11.29711884 10.96766419 9.50827176 11.36156874 7.67900992 10.39038083 6.94000226 10.57925549 4.71497080 7.59011693 8.91488946 0.0000000 0.0141900 -0.7089000 0.7231900 -0.0015243 -0.7188000 -0.0316320 -0.0178030 -0.0894340 0.0000000 0.0000000 0.0000000 0.0141900 0.0141900 -0.7089000 -0.7089000 -0.7089000 -0.7089000 0.0123760 0.7231900 0.0044411 -0.7374600 0.0047190 0.0047190 -0.0316320 0.0030522 0.0086135 -0.7209300 -0.0055375 -0.0381700 -0.1050000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 0.723 0.723 0.000 0.000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 0.723 0.723 0.000 0.000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 9.6923346 6.3524849 10.1761906 6.6276506 -2.2022399 8.3524844 5.4983370 8.8076473 10.4222344 11.2547956 10.4272524 -1.2022399 6.4199484 8.8787134 6.2255429 6.0879147 11.5610044 4.7286335 0.9678326 6.9728213 3.5258183 1.4983530 8.7915419 6.3292779 10.7105325 10.3394765 10.9576110 7.6866392 0.6052098 -2.2022399 2.0458274 9.5326055 8.5309111 9.1576453 1.1198210 5.5527828 10.1391366 10.4563304 7.1987750 9.3002304 8.6805389 6.0458230 11.1427464 5.7520929 9.4738529 9.9431911 6.4913833 5.4052266 10.5615231 5.9678211 13.6112010 9.5313349 10.1767325 13.3367516 12.5820705 7.9963407 8.3601382 8.8880083 7.1198241 9.4556607 5.1016753 12.9531093 8.3837972 9.7085385 2.9678142 2.6052573 10.1947681 9.0049100 12.7960014 8.5435701 13.7252108 9.4139852 8.5619378 7.6212629 8.5792556 9.6904386 15.0783131 11.6339412 12.2547635 14.9793101 11.1904815 -0.6170561 9.4417520 11.8545335 10.9721973 9.1248869 8.7411430 9.3283022 13.2399645 10.8710331 11.2810805 1.7047835 4.0073480 6.2736296 11.4196043 12.8239436 8.1119124 NA NA 10.0602843 12.5164822 12.0080298 7.8450195 11.4529792 10.4742937 13.4007686 10.3394765 11.6190718 9.8606165 6.1902138 10.8282181 7.0902172 8.8518218 3.7978949 10.1215136 4.0073480 5.7808901 12.3602461 9.9898802 11.9964943 10.1223576 3.1902198 14.1994586 6.3578845 6.1554477 9.8277593 10.9372872 9.6558768 4.0458274 9.4162814 10.5368324 7.6667183 10.6046467 7.5292150 11.6056532 9.2756541 NA 12.1124082 10.0282165 9.5005013 0.1198210 12.2678555 10.3668019 2.4983275 10.0570506 4.2408409 9.5845738 8.8886699 9.5134288 8.9833348 3.6805382 8.8932927 2.3214664 10.9380865 10.1639447 11.6750840 13.1629537 10.9921910 11.3470788 10.4036068 10.0670225 7.6052506 6.9142392 9.4153632 8.9284663 0.3828332 4.2072838 0.9678326 10.1268512 10.9516172 9.8285629 4.3978098 7.9514479 8.0599906 10.5679402 TCGA-CZ-5464 69 0 NA 2128 kidney stage iv t3b nx m1 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 3 2 5 3 2 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.24866860 9.91822118 10.29857332 10.34750699 10.08809401 8.52137784 5.73366888 7.73225902 9.02366011 -1.66703434 0.96036343 4.52261448 7.81458823 9.80141316 8.08433326 10.74694581 12.33683395 7.75274926 7.49013607 10.54558947 11.53567814 13.57029709 10.20777038 11.42339775 8.81458855 8.11012674 7.06070998 13.78660726 4.82464058 NA 8.79016992 9.02016463 9.54467741 10.03928510 4.67264032 0.33273657 13.62988448 9.65809453 11.70442961 8.67708500 7.42290154 8.35931251 10.03192777 10.84503577 5.33279027 11.63199709 9.31506961 10.26056711 10.48158341 8.90169537 6.91398920 3.69033887 11.53797140 10.58663660 10.18687823 8.49266038 1.33279385 10.79788861 0.09410092 9.04932555 8.02627610 -0.66726343 9.72885858 10.16765510 8.81054721 9.40095605 -1.66703434 6.23365610 9.64136702 3.72510854 11.37991300 9.97167747 8.74747434 5.39887705 10.23473075 12.64638075 10.84083141 9.13123655 10.10592828 15.97411411 9.20238295 7.99990081 10.78116354 4.96214642 9.30576879 7.76533119 11.11783281 8.07088141 12.22058087 1.68750866 9.08098190 9.88064757 10.54467741 9.07341324 3.94749785 10.14456520 9.28188622 12.00797431 7.59253253 14.78740631 10.17120520 11.24272527 8.90074517 11.06240980 -1.66703434 8.28407359 12.77754518 10.67791710 8.07594063 3.28698462 8.74111874 9.67874871 8.78090552 11.25574508 9.52137784 8.71649334 9.56100644 9.20469438 2.58072438 9.99144688 8.17827892 9.19232389 10.47106092 9.31863093 7.88929526 12.09363273 9.67375180 12.60993115 2.97663858 2.72510854 9.64226546 9.41964191 9.03928510 10.04832216 NA 5.07425709 1.33279385 13.98714541 10.67708500 10.40960467 11.37273623 9.53736014 9.67041106 9.69253861 4.99100023 6.10757699 10.75143234 10.56280956 9.37923106 11.33067424 10.61355983 8.44131374 9.10014587 11.09703870 6.48760693 3.79222026 5.17828041 8.49392108 4.23968063 -1.66703434 9.62798413 12.71979667 9.60191579 9.83462621 9.66538513 3.59957965 9.92524614 7.88161079 9.18978256 10.86611879 8.17041684 8.51394152 7.91210492 6.20930519 9.19154711 8.80547981 11.09579391 11.09184500 13.11844589 9.31337148 11.69212686 9.35654353 9.60658473 9.20392423 5.36621379 4.06071322 8.02975654 10.68400438 10.58571174 9.47884848 9.09766057 11.13772675 8.82764471 10.30935322 11.83971648 10.63970518 6.31578176 10.26093729 8.35996255 5.56160719 7.04359604 -0.08222456 8.16251167 6.82062957 12.83537229 10.11701498 8.22609038 11.00167405 10.69061596 9.31720750 6.30433215 10.67513607 9.04531600 7.27823292 10.00211712 2.50271249 5.35515726 7.13045113 4.35405010 8.71972935 5.25165093 10.31471306 5.84058408 10.49420758 6.63066902 NA NA 11.02431455 10.34994552 11.27493701 11.10200711 10.82062910 9.03582760 9.57476040 6.65115074 11.27841583 11.54695642 9.80750901 11.04875107 NA NA -1.66703434 9.96169017 9.44261968 9.45755654 1.14012422 12.36190373 13.05276607 10.89192713 6.74014233 10.22267320 0.65471049 1.14012422 -0.08222456 -1.66703434 14.25971048 8.25760140 9.34611167 11.41410609 1.14012422 8.36207620 9.26802775 10.94242954 6.66370610 10.89097063 9.29496209 9.36138588 9.10180028 9.26574208 11.30863704 11.21275517 9.63771076 11.61631156 7.89120955 9.76144768 8.08600562 10.67569713 4.40853525 8.16111626 10.69911129 -0.01414900 -0.00553750 0.43665000 1.31310000 0.41982000 0.42267000 -0.01752900 0.00000000 0.13110000 0.01056400 -0.01414900 -0.01414900 -0.00553750 -0.00553750 -0.49068000 -0.49068000 -0.49068000 -0.49068000 -0.03517600 0.42133000 -0.02698800 0.42452000 -0.00760310 -0.00760310 -0.01752900 -0.02041200 0.42150000 -0.01023200 0.00013863 0.46280000 0.13110000 0.000 0.000 0.000 0.000 0.437 0.437 0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 -0.057 0.434 0.000 0.000 0.483 0.483 0.000 0.000 0.420 0.420 0.425 0.425 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.000 0.437 0.437 0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 -0.057 0.434 0.000 0.000 0.483 0.483 0.000 0.000 0.420 0.420 0.425 0.425 0.000 0.000 0.131 0.131 10.84305879 6.93270138 10.01972721 6.26541814 2.62851699 8.93548804 10.14255716 10.11720308 9.98159611 11.31341604 10.21657794 1.91773726 6.00521358 9.67597485 4.48253855 7.26648017 10.09475584 7.91210492 -0.08222456 6.65471765 5.27530509 NA 8.80649485 7.67708465 10.55314323 10.74694581 11.30334080 8.62050137 0.33273657 NA 0.91777544 9.89931885 7.69692372 9.59429642 NA 7.90264463 10.0772025 9.9050155 7.9892140 10.5185937 8.7379304 6.6991116 10.3461118 5.4825353 10.0872590 9.1304506 6.2516528 7.2123719 9.7855452 7.2486686 13.0461756 11.2466135 10.0868415 13.2690589 12.7166284 7.3495970 9.2054639 10.2679542 8.0759406 9.3079205 6.5126978 12.9959024 8.6648256 7.4646462 8.0122692 6.6547176 10.6233840 9.2509069 12.6759054 8.8034479 12.6099312 9.0349618 7.3880715 11.1737636 11.1310584 9.5373601 15.4744173 11.3306742 11.5919439 14.1557084 11.4638422 3.1907729 11.4273617 10.5664088 10.5008343 8.8054798 7.3880715 9.9368789 12.5238483 11.5475635 11.8017936 7.2154320 7.1174239 6.6228074 10.6870385 12.3912882 6.9838407 0.9177754 -1.6670343 12.0049934 12.6781943 11.5067285 7.4334511 10.5158041 11.3872238 12.6685981 10.7469458 10.5455895 10.2077704 7.5471081 11.3387645 7.0641079 8.6726393 6.5275458 10.0776229 5.3327903 7.3551573 12.7501742 8.4082682 11.4124405 10.2653730 2.9177563 13.1932941 7.3522130 7.1814117 8.4957971 10.2222931 10.1120980 6.1336889 9.0314936 10.0323615 8.0227872 11.5126982 6.6274099 12.9887111 10.9869776 4.0607132 11.9039492 11.2161961 10.5318479 1.9177373 11.1804337 10.1715990 3.9177563 10.4942360 8.6637061 8.4082682 8.0590075 9.6653851 9.3648210 6.4774474 8.0776227 6.4825369 10.6840044 10.5789359 11.1553599 12.8353723 10.5167346 10.9417369 10.0021171 11.1855136 7.4386979 6.4042509 9.8680644 9.9901075 3.6181917 -0.6672634 -0.6672634 10.7363338 10.9716956 9.2927910 6.6274099 8.3620762 7.9927849 9.8524253 TCGA-CZ-5465 76 1 2564 NA kidney stage iii t3b nx m0 female 2007 NA NA 100 kidney clear cell renal carcinoma NA NA NA NA NA NA 3 4 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2.211846e-06 4.199707e-07 13 20 13 31 23 7.98884883 11.44920112 8.61892173 6.77894314 10.12871845 7.50717938 -1.97256282 6.97748830 9.53271456 -1.97256282 0.89328454 4.69982367 6.95517678 9.17333135 7.05530521 10.56024216 11.77915251 7.79888843 9.20917260 11.74389721 11.72523562 14.82409937 9.97941248 11.86611075 8.38824638 5.91614221 7.71389992 11.77831553 5.47860947 NA 8.06494642 9.71433740 9.89042389 9.52574982 2.02740179 2.11486672 9.02528438 9.74593209 10.21876700 8.35719569 5.80875829 0.83479210 10.16086260 10.99948158 6.49500435 10.11287173 1.72783335 10.81795136 11.54334542 8.63287890 7.24171817 1.72783335 10.17301297 9.69317922 10.80506548 8.12806136 NA 10.93159169 2.36583249 9.26699778 7.95665784 1.72783335 10.45182804 8.95961397 8.57139771 9.53124479 -1.97256282 5.72088585 8.66673991 1.34930866 11.10137339 10.19010529 8.29066860 4.41971416 12.15081665 14.85000741 10.42293338 8.73734470 10.63195250 16.76917891 9.39863126 8.63195259 9.40840129 4.29418696 8.99174008 7.15410418 10.25109926 5.00468116 12.57814603 1.48681733 7.04267498 8.62545169 9.80136256 8.94178447 2.83475166 9.56801158 7.90698256 12.17197782 7.41110333 14.79462857 10.08944532 12.11555309 7.73992639 11.78614296 NA 3.88537913 12.36327803 12.27791973 7.83797099 4.82181734 9.48990153 9.12477296 7.98740103 11.48657466 10.17968409 8.64853519 10.06974257 8.82343890 NA 9.87288923 8.19104885 8.82343890 10.81652531 7.55487659 7.58964141 12.03445279 9.28242776 12.86211717 -0.97256282 0.02743718 10.03126850 9.82020992 8.44208467 9.89081115 NA 6.85712258 0.83479210 14.70632943 6.02175287 10.58629825 12.35143912 9.56510303 8.49500475 9.30410532 3.41971416 6.80218675 11.53705053 10.99786467 9.85036830 12.13614011 10.73195139 8.70247401 8.71652352 11.00163457 5.08268130 1.19729927 7.45785199 7.99894295 0.61239968 -1.97256282 8.93353812 12.64182152 10.03792741 9.46878734 8.77559217 2.34933697 10.67508251 8.35607425 9.27648899 7.95221182 6.34028275 10.60317483 5.89776319 5.09348834 10.29535638 9.16759000 11.81937608 10.71280511 13.12945695 9.10412145 11.44604248 8.74507561 10.79019648 9.87249713 8.83716746 1.02736641 8.55389842 10.55463182 12.76515305 9.02979243 9.51322859 11.26684860 8.59630532 10.29184181 11.38247499 10.90813071 4.67125374 9.92448831 7.91396467 5.58964066 6.46619151 -1.97256282 9.47189648 7.66764451 13.82837495 9.18158438 8.59535521 10.29272125 10.22952303 9.80259795 6.73475839 10.56196722 8.99822428 8.02880726 9.58102862 -0.38760032 4.65675377 9.68650315 1.61235250 4.15667976 2.55094990 10.39043887 6.57814622 10.92269998 7.55070600 NA -0.97256282 10.56364646 10.41460882 11.67811444 11.41474347 10.80424350 8.39372165 9.49752934 6.24094012 11.04368523 12.18450929 10.47912555 12.18221736 NA -0.38760032 -1.97256282 10.17078247 9.34819988 9.33687561 2.27533490 14.33331848 14.07185740 9.68203528 7.05140256 9.98014043 -1.97256282 -1.97256282 0.83479210 -0.97256282 14.48780714 8.94477120 8.74164462 11.21289418 -0.38760032 8.54309912 9.25629598 11.07384118 7.71214796 10.39835903 9.09416110 9.00467919 8.25741990 9.49704107 11.24111101 11.30686475 9.80383228 11.13134267 7.48066985 10.01955153 7.39153403 11.64463711 3.88687201 6.95292408 9.59630532 0.000000 0.068378 0.343230 0.085654 0.074840 0.349540 -0.547840 -0.232140 -0.153880 0.000000 0.000000 0.000000 0.068378 0.068378 -0.797240 -0.797240 -0.786900 -0.786900 -0.496840 0.085654 -0.473000 -0.796230 -0.225270 -0.225270 -0.546780 -0.211190 -0.204920 -0.198620 0.045566 0.012934 -0.153880 -0.547 -0.547 -0.211 -0.211 0.000 0.000 -0.205 -0.220 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.227 0.000 0.000 0.000 -0.444 0.343 -0.501 -0.501 0.000 0.000 -0.469 -0.469 0.000 0.000 -0.790 -0.440 -0.225 -0.225 -0.154 -0.154 -0.547 -0.547 -0.211 -0.211 0.000 0.000 -0.205 -0.220 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.227 0.000 0.000 0.000 -0.444 0.343 -0.501 -0.501 0.000 0.000 -0.469 -0.469 0.000 0.000 -0.790 -0.440 -0.225 -0.225 -0.154 -0.154 10.01181763 6.41110418 9.60482803 6.74972867 0.34936528 8.72610403 13.30243249 9.54613106 10.07758803 11.36396159 10.09315198 1.34930866 6.60482747 9.24777754 4.38495466 7.37612713 11.06237013 5.89776319 0.02743718 7.26819014 4.47034163 0.34936528 8.78312135 5.22707101 10.86541934 10.56024216 11.39221378 7.21722393 1.34930866 NA 0.34936528 9.94663496 8.10421503 9.10020186 0.02743718 5.36724874 10.0535768 10.6583489 7.5607287 10.9969657 9.1108787 4.8853791 10.9098512 4.2368523 9.6114221 9.7514867 6.6603939 6.7789431 10.6111872 8.7502069 13.3925597 10.4749991 10.0615104 13.4206221 13.6800482 7.6365782 8.1872704 9.7313027 7.7872875 8.9130955 3.8853791 13.3448119 8.8642385 8.7578693 3.8853791 2.5509499 10.7565951 9.1068840 13.5022776 9.4568059 12.8621172 9.5207544 8.1579699 9.4615063 12.1352702 9.5651030 16.6841104 12.1361401 11.6211405 14.3640278 10.8385732 1.3493087 11.0956737 9.4578518 10.6592584 9.1675900 8.2010766 9.8642386 12.9020445 9.7134620 11.9782267 -0.3876003 5.0717927 6.6856108 10.9633009 12.9474264 6.4536641 NA NA 12.2637125 12.6196811 11.8512540 7.7889506 10.4314764 11.3484817 12.8165253 10.5602422 11.7438972 9.9794125 6.7138992 10.9702802 6.2514010 8.7553196 5.6640248 9.8303195 6.4950043 6.6603939 12.7356646 9.2753267 11.7754872 10.4819556 2.4868431 14.1866990 5.2387028 5.9282661 10.3852261 9.9684469 9.8954502 4.8218173 8.8371675 10.7732836 9.9183171 11.2275315 6.1923066 10.9222170 9.5262484 6.4325402 12.5821080 10.8085540 10.2405035 -0.9725628 11.1650308 10.3453771 2.6123525 9.8748481 11.5334588 8.6347294 8.0566865 8.7755922 8.6237754 3.6998292 8.4293452 3.9100418 10.5546318 10.5423598 10.8333446 13.8283749 10.8351567 11.2833130 9.5810286 9.9640371 7.8760220 5.7208858 9.6370398 9.3185699 0.6123997 3.0717970 NA 10.2729520 12.2199525 9.8579145 3.2368599 8.5430991 8.6235889 10.4557595 TCGA-CZ-5466 67 0 NA 685 kidney stage iii t3a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA NA NA NA NA 3 2 1 7 2 8 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699326e-06 4.508417e-07 12.9032258064516 25.8064516129032 11.2903225806452 35.4838709677419 14.5161290322581 7.85321160 11.00945145 9.82784458 10.77614710 9.57786629 8.42448881 10.54126731 8.30309074 8.73707931 0.59579007 2.25268814 4.05525640 6.47846710 8.93715692 6.07695024 10.79385923 11.87987639 7.91474270 11.18266325 10.64703239 11.59535377 13.45927868 10.12850414 11.03530815 9.75569478 6.36841217 7.34625132 12.97411835 5.16060965 NA 7.61793243 9.72252801 9.90492087 9.11938549 3.53442273 0.01092303 8.87194804 9.43082112 11.87794665 8.81821595 6.62557151 4.76574689 9.62465054 11.00344532 7.31919972 12.61205143 9.03461521 10.49568387 10.24388147 8.27764774 7.38154814 3.91775635 11.44783275 10.70304055 10.28290748 7.24926613 NA 10.70425210 -0.98907697 10.24986270 7.82464249 1.59583780 10.11414875 9.75064167 8.47438534 9.68373715 1.59583780 8.09034588 9.83343187 7.34625132 11.35931251 9.63930652 12.36827555 4.14014059 12.34382901 13.40693056 10.78400021 9.14271797 9.67885961 16.56792824 9.35515682 7.77904561 10.78317555 4.25879025 9.12850401 7.58450783 11.14881275 6.05525423 12.83998908 -0.98907697 8.73680644 9.80608895 10.12330045 8.87349825 3.01086933 9.97447955 8.67263926 12.71929829 7.78893819 15.40738400 8.34177765 10.60533487 8.47642746 11.98652986 NA 7.06614302 13.42904303 11.57929218 7.72853755 7.22031448 6.97664546 9.01648546 9.55871955 10.58071656 8.62188594 8.48253613 9.49769599 8.95484102 3.65472194 9.62096298 8.84216834 9.64203797 10.85399689 8.62188594 7.90264463 12.35509169 9.70085894 12.16504619 1.59583780 2.33279385 10.06002887 10.60475160 8.50271408 10.01226920 -0.98907697 3.47028956 NA 14.55793626 10.47591720 9.75148498 12.58899778 10.43764993 9.61170318 9.95410832 3.71129666 6.51070721 8.73537494 10.64385619 10.25878849 11.18887532 10.68328634 8.43922127 10.01648559 10.84730592 5.18078439 3.01086933 0.59579007 8.49266038 2.47030258 NA 9.59206155 13.40552464 9.48659452 9.52853030 9.18703405 1.80578772 9.91097305 7.68681775 8.88005396 7.59582363 6.39456559 7.23967967 7.23967967 7.01648518 10.85830992 8.62557078 10.85987508 11.77137305 12.32558584 9.10229647 12.04256220 9.32033732 10.49165121 9.75905377 7.73878135 -0.98907697 7.76908407 10.88315111 11.57068734 9.61348561 9.65651943 10.95337547 9.84058377 10.18890331 12.09367534 10.87698076 5.62557151 10.21175959 9.06659082 6.44549001 7.01086150 0.01092303 8.43712576 6.69736100 13.25930748 10.77199663 8.69736169 10.35182375 10.32770813 9.33841372 5.76574954 10.93656374 9.03876703 8.57501048 10.06478681 2.81821658 5.33279027 5.07694811 3.01086933 7.99100079 3.91775635 10.38372611 5.36841217 10.22907306 7.03322916 0.01092303 1.59583780 10.98957147 10.77531793 11.30404524 10.78647131 10.81378119 9.26706967 8.91159212 6.26994577 10.42131231 9.81982511 9.49266038 11.07728660 1.59583780 -0.98907697 NA 9.85948400 10.03045168 9.02488146 5.22031448 14.56559972 13.45981613 9.73366854 7.18313811 10.02697278 0.59579007 1.01085143 -0.98907697 -0.98907697 13.65212250 8.08232311 8.61263190 11.39348501 -0.98907697 8.25403511 9.58493413 10.83740946 5.09832270 10.90681485 10.17702405 8.95776721 9.99670297 8.91624792 11.31378543 10.95007285 10.08634021 10.84295982 7.99385435 8.80404162 9.80202386 9.89503158 3.33279385 7.45781998 10.89388608 0.00055459 -0.00373950 -0.01876500 0.33367000 0.32189000 1.02180000 -0.00788630 0.01251600 0.03354900 0.00055459 0.00055459 0.00055459 -0.00373950 0.02454800 -0.36918000 -0.36918000 -0.36918000 -0.36918000 -0.02041200 0.32713000 -0.01601700 -0.37197000 -0.36283000 -0.36283000 -0.01009400 -0.01064600 -0.00940460 0.00000000 0.01586600 0.02721600 0.03354900 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.335 0.335 -0.372 0.650 -0.363 -0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.335 0.335 -0.372 0.650 -0.363 -0.344 0.000 0.000 10.82904372 6.83103990 9.28814835 6.45852309 NA 8.92225286 7.24448086 9.89362629 9.76407772 11.46558441 9.60425206 0.01092303 6.01086038 9.92524614 3.53442273 6.17073228 10.09832388 7.23967967 NA 5.96505698 5.16060965 0.59579007 8.86728646 6.58071684 10.99905926 10.79385923 10.40079876 7.65831932 2.18078439 NA -0.98907697 10.04152815 7.68681775 9.32487764 0.01092303 7.42871358 9.61077387 10.06682125 8.66370610 9.87582091 8.58828963 5.90567822 10.41865980 4.73878405 9.94676273 9.77656150 6.52656027 8.20315367 9.61263171 6.77241224 13.26286109 11.79855953 9.70173202 12.82093050 12.60074617 6.81176129 8.18578678 10.91775158 9.80202386 9.75821489 6.85635082 12.76700030 7.02766940 8.76741744 6.91172753 NA 10.29915031 9.01928965 13.11775104 8.59206155 12.16504619 9.15679325 7.55775547 10.76156802 12.20454033 10.43764993 16.33891351 11.18887532 11.89789116 14.04789310 10.88584231 0.59579007 11.74662852 9.96578428 10.91474285 8.62557078 7.30087966 9.96868853 12.19511650 11.37800271 12.23802565 6.34177765 7.39023948 6.60331775 10.97086293 12.13966089 8.46824199 -0.98907697 0.01092303 11.01823872 12.69253866 10.92411318 6.98814045 10.80487066 11.8069006 12.4500426 10.7938592 10.6470324 10.1285041 7.9621458 10.3700615 5.9766455 8.9737571 6.9824050 9.8077118 7.3191997 7.1807864 12.0883393 9.1009734 11.3942953 10.2378752 2.4703026 13.3032545 6.1780792 5.9650570 8.7754342 10.2288187 9.4010299 6.6903417 9.1009734 9.9981250 7.9504404 11.0307991 8.9177516 12.6367981 10.1375655 NA 11.5151834 11.1036181 10.3333525 0.5957901 11.4997053 9.3214738 2.5958139 10.1414315 11.0429067 8.6761969 9.4926604 9.1870341 9.2704395 7.1656788 8.9056788 5.0332292 10.8831511 10.2528441 10.7840002 13.2593075 10.9859925 11.1675761 10.0647868 10.7489533 7.7489536 6.5107072 10.0876766 9.9445516 5.5186547 2.3528433 NA 10.6726391 11.9005361 9.4916511 3.6547219 8.2540351 8.0470345 9.8397908 TCGA-CZ-5467 86 1 73 NA kidney stage iii t3a n0 m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.786707761 9.750376879 9.739184510 2.936308142 -1.587272661 8.343492214 9.364039859 10.143649661 9.617326219 4.435121828 5.830607739 10.247621027 10.640070103 6.435123496 10.479853205 5.085182430 11.173890714 11.154643330 7.752604770 6.855698239 1.734698783 10.639769202 9.269180458 10.892282713 7.718816421 NA 10.671321063 0.734655433 8.152535834 8.106242044 0.412727339 10.541393838 8.956753372 8.097503876 9.391465509 -0.587272661 5.716535523 8.844252566 2.113200403 11.474969887 9.443422242 9.066495833 6.092234928 11.377267369 13.026602042 10.881124517 9.175967391 10.285045200 16.239893025 9.107983345 8.437894775 9.195753348 3.936317566 9.003342220 7.375651143 11.333480032 7.316637240 12.613653636 2.327313710 6.429729769 8.398597064 11.187747956 9.195753348 -1.587272661 9.670142806 8.974997573 11.691059298 7.478844027 14.900571212 10.513417413 10.484358197 8.375651143 11.317577791 NA 5.140676420 12.423370566 12.217995097 7.346445475 0.412727339 8.542038223 9.694105546 6.567572826 10.189188052 9.366224064 8.337567493 8.942185463 9.444111689 -1.587272661 10.414163235 8.170978085 9.382860890 10.869366125 9.117523370 7.730167810 11.959874894 9.702197625 12.360574592 -1.587272661 NA 10.610586018 8.810429607 8.353802728 10.037093621 NA 5.468035849 NA 14.160685744 6.876279957 10.610278905 11.783033785 9.228138299 8.585182645 9.556775984 4.056609538 6.207170543 11.196776383 10.865768371 9.651756717 11.840387383 10.588616454 8.530398143 7.961577028 10.855439428 4.698157346 1.872198366 4.113192066 8.189188052 2.582676423 -1.587272661 8.598869114 13.389050649 9.559323741 9.785620024 9.551666739 2.660677668 9.914094620 8.179284118 9.765548835 4.295399778 6.665419776 9.417677651 6.446178468 5.946239587 10.231736594 9.167642436 11.315506964 10.672204059 12.838233226 9.140488288 11.984389192 9.171811044 10.613653659 9.232934114 8.180939503 0.412727339 8.694685221 11.018928855 9.971945699 7.292951035 9.531696090 11.543968929 9.936316977 10.370945195 11.381781722 11.170978273 5.510787900 10.068732874 7.738959643 4.967343860 8.101005497 NA 8.909608716 7.572626716 13.491572983 9.008012562 9.094871807 11.185688117 9.482875906 9.335339435 6.851546675 10.753934658 9.106242044 7.639167032 10.246040454 1.734698783 3.319646834 5.944136918 0.997689839 6.978808828 4.269242651 10.789965574 5.478845645 10.292185180 5.840528695 NA -1.587272661 10.752326701 10.428866911 11.146405942 10.986402260 10.292338315 8.065599775 9.226271770 6.408635445 11.599024084 11.595149392 10.094871807 11.499720543 NA -1.587272661 NA 9.890007336 9.078979085 9.107112957 1.872198366 14.036893638 14.283721716 11.359844035 7.405721829 10.138547256 -1.587272661 NA 0.412727339 NA 15.442732385 8.648769208 9.339792116 12.408257233 -0.002310161 7.631923498 8.935826858 11.269958503 5.343493102 9.594528396 9.339050956 9.755385346 8.312111951 9.468037479 11.400196716 10.529099028 9.113194671 11.700900154 7.481533063 9.597630427 8.801848661 11.306435762 4.743315687 6.820787830 9.861387669 0.00119590 0.00958830 0.01377200 0.64891000 -0.00041585 -0.00774820 -0.01322100 -0.01450300 0.00736090 -0.00968060 -0.00968060 0.00119590 0.00958830 0.00958830 -0.66179000 -0.66179000 0.00791750 0.00791750 0.00471900 -0.00235530 0.00513590 -0.00774820 0.00000000 0.00000000 -0.02315500 -0.00650500 0.00041593 -0.66411000 0.58793000 -0.01697900 0.00736090 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.603 0.603 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.603 0.603 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.978809114 6.817896934 10.268012896 6.604949012 NA 8.497563269 7.832715362 9.875456637 9.687133143 11.312272460 10.872698887 0.997689839 5.542038223 9.476150172 6.532422944 7.372757126 10.270347309 6.446178468 -0.002310161 6.063807067 4.027463723 -0.587272661 9.333852149 6.822146325 10.338413272 10.629803932 11.096872459 7.120114472 -0.002310161 NA NA 9.963501868 8.164299057 8.880360442 -0.587272661 4.770305776 11.188777 10.318518 7.622209 11.232734 8.228139 6.049380 10.543969 2.500216 10.063807 9.231337 5.167643 7.154222 10.313244 7.612428 13.416449 10.248411 10.494238 13.524828 13.617976 7.494904 8.857770 9.692366 8.439279 9.674850 3.582676 14.037608 9.296162 9.453045 5.245644 2.997726 9.794298 9.172643 13.578055 8.493572 12.360575 9.151692 7.820023 9.981661 12.199943 9.228138 16.621632 11.840387 11.758299 14.350290 11.111026 1.412782 10.646974 10.598250 10.718247 9.167642 7.510787 9.942186 13.129039 9.668964 11.391287 3.113200 3.056618 4.839017 11.132785 12.690696 6.194115 NA NA 10.565357 12.761483 11.300341 7.404277 11.175137 11.4803575 13.0198541 10.6298039 10.8176305 10.3192698 5.9363176 10.2523525 5.2707345 9.0502856 5.2071705 10.0979418 6.4351235 7.5926641 13.3233439 8.5484644 11.7909144 10.1809394 1.7346988 14.3122300 7.7875337 5.4239815 8.9148013 10.1638806 10.0228571 7.0126681 9.4585147 10.0834112 8.5277987 11.2645041 5.8390198 10.7932161 10.2047319 6.5420382 11.8060114 10.3416435 9.7050766 0.7346554 11.1693113 10.0366366 1.5827005 9.9284549 6.2582457 9.4021496 8.0493797 9.5516667 8.9553419 5.3900348 8.9382758 3.3669516 11.0189289 10.6436761 10.7733278 13.4915730 10.3327357 11.2531396 10.2460405 10.8507672 7.8762793 4.7165355 9.5381686 9.5433256 0.4127273 6.4895702 NA 10.1222697 10.6032896 9.7620363 2.3196468 7.6319235 8.0145260 10.3033994 TCGA-CZ-5468 84 1 59 NA kidney stage iv t3b nx m1 male 2007 45 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 5 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 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25.3846153846154 6.7206998 10.7536914 11.2391182 10.1885081 10.2573719 6.2657538 NA 8.9496963 8.7536914 NA 2.4989146 4.3141962 1.5862603 9.2788887 6.9482165 10.6179745 12.0795033 7.3311068 7.5170103 9.2988003 11.3756031 13.3921466 10.3184407 10.7963357 7.9999014 7.6141790 6.5170111 15.1380566 6.7461448 NA 9.4848746 9.6224469 9.8300423 9.5834527 8.3243655 1.9081980 9.8803196 9.1551795 10.7058629 8.4597173 8.1898997 8.0920848 10.1456503 11.6121049 5.2727735 9.7226236 1.1712068 10.2670722 10.9171901 9.3806892 7.6577357 4.0457051 11.5225431 10.3444964 9.4742553 7.8739854 1.3936359 9.6277956 -1.4138838 10.0291856 8.0960483 2.2867038 10.4171845 9.8647227 8.5360999 9.2893723 -0.4136916 5.7661817 10.0924073 8.9138259 10.4227181 9.3403257 7.4317633 5.5287870 10.8521666 12.0757449 10.7455139 9.2480514 10.0955534 16.6548101 9.5692668 7.6442651 9.7187729 4.3936290 8.9115786 7.5692670 11.9565520 7.7736252 12.2835666 2.9487503 7.7921155 9.0051799 10.2359785 8.9807360 2.2867038 9.1731129 9.9785906 10.6333972 7.5258528 15.4187829 8.6238201 11.7933745 6.5520573 10.8702298 -1.4138838 8.4871402 13.7503552 10.2940638 9.0851224 5.4810922 7.7385578 9.2569295 9.5073703 11.9338946 9.5448260 7.6763859 8.6442651 9.3992527 NA 9.9098910 9.9860852 9.8024128 9.6415556 9.4040563 7.4191630 11.7169243 9.6577356 13.1138724 -1.4138838 -1.4138838 9.5961018 9.8676238 8.3806892 10.1702961 NA 0.1712068 2.6737373 13.8223996 0.1712068 10.5646262 6.8005919 8.7536914 9.0261040 10.3069450 4.4931670 5.9785915 10.1064008 10.2197226 9.7555720 10.7605748 10.2453772 8.9460228 9.1665319 11.6905444 1.1712068 9.4871400 0.5863084 8.7674254 1.5862603 2.1712389 10.6330562 13.3043244 7.5051367 6.2516093 8.9171901 1.9081980 9.0599790 8.6251923 8.2860541 7.8991563 7.1637020 6.7052149 5.4064516 5.6415547 11.5621212 8.3790634 10.5567387 14.2428098 11.5056953 9.5542199 12.3058760 9.8963179 8.8507160 10.4593328 8.0538787 8.5606878 7.3141935 9.0920848 7.1385585 8.1985334 8.7549453 11.7107177 0.9081980 9.9127027 12.5528688 10.9000066 4.9956654 11.7173263 9.2597414 4.0781230 9.8090681 NA 8.5302530 6.3741753 12.3300558 9.7630698 9.1702961 11.0726055 10.3353046 8.7181301 3.4442562 11.5741714 9.5995960 8.7611988 10.0431409 0.9081980 4.7155585 2.9081980 6.1637020 8.1117940 4.2009829 10.1698262 2.5862844 11.0575065 6.9999008 NA 0.1712068 10.9244525 10.0114892 10.6660914 10.8600688 10.7258246 10.4024569 7.3643501 6.7609993 11.2851949 10.4719696 9.9651100 10.0589641 NA NA 0.1712068 10.2670722 10.3082268 8.3073725 8.2533847 10.3827185 12.4113314 12.4663350 6.0491428 9.4841188 NA 5.6415547 NA 7.2265182 14.9575394 7.6921817 9.1254321 11.6093345 NA 7.2409096 9.3162508 11.3808922 5.1561296 10.1857213 10.8871978 8.2919056 10.1259167 9.3798765 11.6697526 11.4740651 8.9818073 10.8042309 8.1176545 8.8582614 8.7039164 10.0333565 4.3936290 6.9162043 11.7525933 0.00000000 0.06966900 0.65792000 0.21780000 1.13770000 0.79084000 -0.00650500 0.65351000 -0.33733000 -0.00097017 -0.00097017 0.00000000 0.06966900 -0.31786000 -0.34285000 -0.34285000 -0.34285000 -0.34285000 -0.00346270 0.26702000 0.03580600 -0.33722000 -0.34870000 -0.96753000 -0.34481000 -0.34194000 -0.31552000 -0.33768000 -0.00138580 -0.01477800 0.67493000 0.000 0.000 0.321 -0.021 0.316 0.316 -0.316 -0.338 0.000 0.000 0.000 -0.342 0.000 -0.299 -0.299 0.000 0.000 0.000 0.000 0.804 0.804 0.597 -0.333 0.000 0.000 -0.343 -0.343 0.000 0.000 0.267 0.267 -0.339 0.000 0.715 0.715 -0.342 0.449 -0.051 0.272 0.675 0.409 0.000 0.000 0.321 -0.021 0.316 0.316 -0.316 -0.338 0.000 0.000 0.000 -0.342 0.000 -0.299 -0.299 0.000 0.000 0.000 0.000 0.804 0.804 0.597 -0.333 0.000 0.000 -0.343 -0.343 0.000 0.000 0.267 0.267 -0.339 0.000 0.715 0.715 -0.342 0.449 -0.051 0.272 0.675 0.409 10.7239048 6.0861192 9.3353046 6.9589644 NA 8.3005187 8.8808939 10.4542353 8.7423563 11.8655545 10.4242953 1.5862603 6.5974999 10.1113046 3.1098286 6.6843054 11.2648734 5.4064516 -0.4136916 5.7561987 4.7360203 -0.4136916 8.5448261 7.3511451 9.9262346 10.6179745 11.9492033 8.1293052 -0.4136916 NA NA 10.0214225 6.8762922 8.9656516 NA 6.0374833 10.335724 9.621072 9.121549 11.185721 8.290177 4.493167 10.313768 5.736020 10.555300 9.948217 7.033357 6.630668 9.627248 8.868203 13.085745 11.663757 9.351145 13.205920 12.707807 6.272773 8.669752 9.536100 7.441141 10.528788 4.258700 13.907497 8.392017 6.736020 5.528787 1.171207 11.588209 8.547723 12.541469 8.354457 13.113872 9.254272 6.843661 10.451620 11.683976 8.753691 16.229249 10.760575 11.719255 12.759248 10.740775 2.171239 11.647982 7.144694 11.693327 8.379063 7.537558 10.059979 12.540833 9.496166 11.472160 2.286704 8.178730 1.756212 10.700341 11.862107 8.462790 -1.413884 NA 11.912141 12.668422 10.950665 7.074114 10.271022 11.4890252 11.8025644 10.6179745 9.2988003 10.3184407 5.8623968 10.3026641 5.5051351 8.6388413 5.9350024 9.5806266 5.2727735 5.0125374 12.2691516 8.4550958 10.7954220 9.5140512 2.8342056 12.6437574 8.1364621 6.4254778 8.2899520 10.5862732 9.4040563 1.3936359 8.7957267 10.1805978 7.7859454 11.3873753 5.7957254 11.0312881 10.3614720 NA 11.4240982 11.1542293 10.4624065 1.3936359 10.3794701 8.6697525 0.1712068 10.2323818 0.1712068 7.6086407 4.9261228 8.9171901 9.3673215 2.4931605 8.8353866 2.7561907 9.0920848 10.8589031 10.6364620 12.3300558 10.5430124 10.1972980 10.0431409 11.5112712 8.4000546 5.4317633 9.3855549 10.0695852 0.5863084 NA 2.0456876 10.3499006 11.0872147 8.6750615 1.3936359 7.2409096 7.7636931 9.6065588 TCGA-CZ-5469 41 1 946 NA kidney stage ii t2 n0 m0 male 2007 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 5 2 5 3 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.7821830 13.3327947 10.7070078 11.2909830 8.0522849 7.1004174 5.9583996 12.3340372 7.1878806 NA 7.6302387 9.8472677 9.9141987 10.0586803 4.0264194 0.3634515 9.1437184 10.1327388 10.2157213 8.8036291 7.8091565 7.4892957 9.5123521 11.3987093 4.3634515 9.7478759 7.4754570 11.8979169 9.8391854 8.9818375 7.2255728 3.8228831 10.1654296 9.6778463 10.3469207 8.1205640 1.1004395 9.6745493 2.1190573 9.6434493 7.6883825 5.4367015 10.4632381 9.7862175 9.1900004 9.3672415 1.3634515 6.4438254 9.7557694 2.4789200 11.7698341 9.8974306 7.8201483 6.0168952 8.9707082 10.8896251 10.5842333 10.0936390 10.9909858 16.2437529 10.3325986 7.8791519 9.0311548 3.4789330 9.3176482 8.1857571 11.4326779 7.1708064 12.5940729 2.4154071 9.1243493 9.9490405 10.4416028 9.2409916 1.3634515 10.6683736 9.0097105 12.6890385 6.4995892 14.6681757 8.5450185 11.6807082 8.7600566 11.4331255 NA 8.3765417 13.7600567 11.3440676 8.2663293 1.7785030 8.0638917 8.2399689 10.1659683 10.9393063 7.8948335 7.9583984 8.5826204 9.3549737 -1.2216232 9.4114847 7.8283377 8.9830606 10.2420138 8.6702731 8.2582697 11.7664444 10.9077725 13.8714530 4.0638912 2.8659584 10.8814494 8.8351273 8.9806132 9.3088957 NA 2.8659584 1.5858279 14.9269660 4.4223474 10.9670783 5.7897162 7.0731101 10.9845881 11.1263876 4.0264194 7.5729056 11.5765561 10.6565403 10.8546370 11.3608102 10.3497681 8.2582697 8.2005544 10.9766275 3.2379155 5.4078456 2.2379308 10.6898815 4.9683120 NA 9.7129175 12.4903715 10.3273114 8.0776975 8.8378338 3.9484140 9.5565666 8.7077477 10.8824525 6.5333765 7.1183390 9.9909858 6.1535297 5.3330766 9.0627351 7.8256133 10.6917529 11.5136223 11.1868192 9.9026107 12.5378575 9.3397774 9.3273112 9.0323370 8.1984495 1.1004395 7.7268564 10.6395763 3.6463816 7.2162832 9.2307307 10.9234663 10.4411578 9.4789291 12.0765520 10.7319584 5.1878786 10.4083014 9.4307519 4.8228831 9.4526817 NA 9.0731101 5.6239780 13.2033774 9.5582089 9.1995023 11.1897356 11.1368659 8.8187793 3.9484140 11.2354187 8.8804651 8.6129606 10.3084080 -0.2214550 4.8228831 7.4402679 2.4789200 7.8036287 5.4223440 10.0822701 4.7092245 10.3061082 7.4318720 NA -0.2214550 11.5410791 10.9946290 11.2247973 10.6018567 11.8020706 7.6488544 6.8276844 5.6254838 10.5000159 10.8439056 9.7514692 10.8057043 2.1004058 NA -1.2216232 9.6200537 9.8902772 9.1049190 3.6364738 10.9518542 11.5081102 10.9399363 7.6578579 10.5491534 -1.2216232 0.3634515 NA NA 14.0246362 6.7326857 8.9806132 11.4032849 -0.2214550 8.1836309 8.6050379 10.8738865 7.7413854 9.2643187 10.3142508 8.5810058 9.8358043 9.5191135 11.4028280 10.9512295 8.9781619 11.3369101 8.0708111 9.5557448 8.3215214 10.5178482 4.1455144 8.9702765 11.8450832 -0.23325 0.32366 1.06800 1.01990 0.13426 0.37463 -0.27152 0.28786 0.00000 -0.23325 -0.23325 -0.23325 0.32366 0.32366 -0.28180 -0.28180 -0.28180 -0.28180 -0.22158 -0.22552 0.10964 0.37463 -0.26852 -0.26852 -0.27152 -0.27559 -0.26625 -0.58441 0.67122 0.80461 0.00000 -0.272 -0.272 -0.280 -0.280 0.297 0.297 -0.266 -0.584 -0.573 0.671 0.671 0.288 0.288 0.000 0.000 0.805 0.805 -0.233 -0.233 0.374 0.374 0.570 -0.300 0.324 0.324 0.766 1.047 -0.215 -0.215 -0.226 -0.226 0.000 0.000 0.139 0.139 0.375 0.375 -0.269 -0.269 0.000 0.000 -0.272 -0.272 -0.280 -0.280 0.297 0.297 -0.266 -0.584 -0.573 0.671 0.671 0.288 0.288 0.000 0.000 0.805 0.805 -0.233 -0.233 0.374 0.374 0.570 -0.300 0.324 0.324 0.766 1.047 -0.215 -0.215 -0.226 -0.226 0.000 0.000 0.139 0.139 0.375 0.375 -0.269 -0.269 0.000 0.000 11.0710987 7.0868283 8.8791519 7.7452541 0.3634515 10.5254236 10.7653981 10.1588099 9.1316363 11.6824579 10.1371406 2.7784819 5.8008585 10.9269660 3.9484140 6.6793562 10.3867442 6.1535297 0.7784609 7.9256945 4.0638912 2.1004058 8.8174084 9.3521366 10.5897478 9.9915937 11.5468495 6.4223457 2.6853796 NA 2.5858519 9.8909289 7.9459073 9.2245388 -1.2216232 6.2131178 10.1643519 10.1004175 8.7869181 10.9135574 7.4858486 5.5064084 10.4295412 5.2214325 10.2005543 9.7173339 7.5696521 6.1621939 9.2773386 6.5064099 12.9231477 11.6536628 9.5483272 12.5585165 13.5085349 6.0913719 8.6534707 10.4023710 8.2235041 9.7464362 4.3330802 13.9221118 8.5182700 8.3634519 6.2623054 2.5858519 10.2312454 8.1793687 12.2649474 8.7180687 13.8714530 8.4684876 5.7671754 11.6808646 9.6717910 7.0731101 15.1465013 11.3608102 10.8794803 14.5912935 10.8266357 1.5858279 10.7162310 7.8256133 9.8486104 7.8256133 7.4961659 10.2688389 11.7643314 8.4187343 11.2658270 7.2501648 7.8606382 1.7785030 10.0782698 12.4441584 6.8008572 0.3634515 NA 9.2932035 12.5300335 10.7975310 7.2172811 9.9440246 10.8922316 12.1061824 9.9915937 9.5291965 10.7070078 6.6176937 10.0862595 5.4789298 9.3378665 4.2703421 9.1250032 4.3634515 7.1578673 11.6438303 8.5030032 11.3811883 9.4087566 3.4789330 13.6315553 7.8580811 7.2542227 7.9006706 10.0388209 8.6411269 3.4789330 7.8364809 9.9515419 7.4579693 12.3930843 5.2703421 10.4715407 10.1931747 2.1004058 11.0073081 11.8324153 9.8961326 0.7784609 10.5850390 8.9695486 4.2047511 10.1862883 3.6853796 6.3020521 7.5466738 8.8378338 8.7064007 3.3634515 7.9484145 3.7326816 10.6395763 10.7228354 10.3311586 13.2033774 10.2291852 10.1415291 10.3084080 12.1495854 8.0097105 6.7384909 10.2363833 11.4590687 2.1004058 NA -1.2216232 9.3311586 10.4870259 7.8553052 4.0638912 8.1836309 9.0742584 10.1952869 TCGA-CZ-5470 72 0 NA 386 kidney stage ii t2 n0 m0 female 2008 0 NA NA kidney clear cell renal carcinoma NA NA NA NA NA NA 3 4 4 1 3 3 3 2 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.61817569 11.50971128 8.30979965 7.20333528 6.78091241 9.68808557 9.87011685 7.63874795 11.35898409 5.69820181 10.64689563 10.12842075 8.39519093 7.20963564 3.45474180 11.59550254 10.52526357 10.61164888 7.40070784 1.37629038 10.30142554 1.17466208 9.96572845 8.00572110 1.82672135 10.09605598 9.95083799 8.56818377 9.88310803 1.53719665 7.33882907 9.31199710 5.01114226 11.05553536 10.08195991 8.34742471 3.61521617 11.34264946 11.16798282 11.21081360 9.55143527 9.48037601 16.69973254 9.47253895 7.89476199 11.43404702 4.20017475 9.00752995 7.34169939 10.39311680 5.70713546 13.03262100 1.83846776 7.47789909 8.82978742 9.97276459 9.29949973 2.89085522 9.96859163 9.17705321 12.80958067 7.68469743 15.79301338 8.61995069 10.36639019 7.40894448 11.97322754 NA 3.32148079 13.75610962 12.42417676 8.41985318 2.82672135 9.71213575 9.48037601 10.50459646 11.32927729 8.95880730 8.83590924 8.29506314 8.73251377 NA 9.70323362 8.39519093 9.42121088 10.36199212 8.85210811 8.88101268 11.53462641 9.21199096 12.09881627 0.95225901 2.06774196 9.97137499 10.06777247 8.94471382 9.99436291 -0.04781556 2.68920969 0.68920969 14.30035328 8.44142663 10.35312697 14.29737558 9.57063313 10.47809462 10.65037343 4.22526722 6.69371415 9.55154063 10.50267371 11.21140237 11.38874399 10.51639707 8.35738925 9.72208549 10.88372383 3.79355259 3.06772475 2.53722151 8.89476199 4.57673980 -1.63262893 9.24839916 13.44397544 10.06512151 10.02236851 8.91417940 3.32148079 9.72703466 8.59970609 9.32247734 10.22020466 9.22914735 8.91128352 4.82671626 5.64368883 9.32002632 8.63524216 11.30778221 11.12238127 12.44234634 9.84757042 12.98021116 9.37571369 10.19780029 8.82942941 8.78091306 2.68920969 7.06077158 10.75503318 7.58136104 10.00344750 9.33234789 11.88150598 7.58403121 9.62702840 11.85311439 10.81772309 4.96719628 10.29395174 7.79260616 5.54719377 6.52715637 0.36725922 8.06945782 6.25602749 12.98773404 10.40928634 9.65268725 10.73987814 10.89109203 8.86413878 6.38409299 10.87661471 9.52904689 7.23764975 9.75098930 0.68920969 4.96719628 5.85913718 4.72483578 6.21277553 3.65269299 10.43438324 6.08838333 9.24380211 6.75517334 NA -0.04781556 10.57277288 10.67505515 11.20274339 11.15620730 11.16251306 8.81229991 9.09039140 5.82244719 10.71628978 11.19621494 10.11673552 11.85135271 6.39519136 NA NA 9.86064022 10.38130555 9.07895214 5.41168046 13.33667160 13.59535217 9.84858007 7.83804539 10.06425262 -0.63262893 -0.04781556 2.06774196 -1.63262893 14.14620922 7.85110062 8.74666345 10.84301850 NA 8.40070827 8.92975639 10.78645522 7.45209377 10.00978818 10.27717812 9.67562419 9.36375850 9.19065239 11.52810194 10.32220838 9.06164310 11.22992247 7.70713477 9.55834437 7.49398991 9.71877653 4.04112030 7.87460395 11.14289534 -0.0164290 0.0116790 0.0070826 0.5602800 0.0054879 0.4444300 -0.5221500 0.0260920 -0.0370240 -0.0164290 -0.0164290 -0.0164290 0.0116790 0.0116790 -0.5786100 -0.5761500 0.0077783 0.0077783 -0.0085766 -0.0033243 -0.0080244 -0.3686100 -0.1013200 -0.0134020 -0.5223700 0.0042005 -0.0096806 -0.5190600 0.0043021 0.0543760 -0.0370240 -0.522 -0.522 0.000 0.000 0.000 0.000 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.533 0.000 0.000 0.000 0.000 0.076 0.444 0.000 0.000 0.000 0.000 -0.522 -0.522 0.000 0.000 0.000 0.000 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.533 0.000 0.000 0.000 0.000 0.076 0.444 0.000 0.000 0.000 0.000 10.0555354 6.9966418 9.7374275 6.3848166 1.3672592 9.3552597 9.8942733 9.3558277 9.4184940 11.8582074 9.9897945 -0.6326289 6.2127755 9.6925906 4.7596033 7.2741759 10.7040706 4.8267163 1.3672592 7.2345636 5.9218743 2.4547550 9.1608884 5.6152132 10.3240278 10.1523288 11.9458665 7.7766758 1.1746621 -1.6326289 0.6892097 10.0896658 7.6937148 9.1762492 NA 7.5347029 9.517667 9.996186 8.193833 9.545327 8.384093 4.517030 10.405861 5.321481 9.811782 9.998462 7.078091 7.177857 9.986588 6.996642 13.437658 12.905474 9.749369 13.274317 12.744767 7.088384 8.522103 10.553090 8.927618 9.537210 6.309800 13.263334 7.757454 9.542835 4.537209 1.826721 10.643700 8.956936 12.559038 8.899641 12.098816 8.828765 7.965338 8.351703 10.634657 9.570633 15.918175 11.388744 11.128005 14.007502 10.880766 2.367287 11.268718 10.087529 10.583425 8.635242 7.729229 10.244953 12.664273 11.203533 11.970564 3.454742 6.925706 5.274176 11.453587 12.506357 8.961610 NA -1.632629 10.792501 12.915746 11.297083 7.101995 10.300976 10.9378524 12.5081149 10.1523288 10.6948377 9.8333615 7.3729095 11.5911360 6.4116788 9.5663439 5.6340705 9.6474759 7.6387480 5.8184953 12.1104291 8.9447138 11.9816499 9.7761455 2.1746301 14.4206383 7.2834931 6.4547484 9.7872558 10.9961863 9.6193591 5.4862252 8.2756776 9.9432969 8.0165414 12.1199793 6.4965678 12.4417611 10.1981964 4.0677248 11.8738406 10.7705635 10.2395751 0.9522590 10.7898755 9.3090663 3.6892097 10.3438492 7.8671311 8.4494343 9.2166901 8.9141794 9.3442287 6.1354692 8.9161070 3.3214808 10.7550332 10.4446049 11.3730850 12.9877340 11.3411618 11.9048675 9.7509893 11.0614253 7.7026755 6.6056899 10.1196657 9.7037916 2.1746301 3.7935526 0.6892097 10.4803761 10.9537754 9.0030031 2.6152044 8.4007083 8.2001752 9.8455492 TCGA-CZ-5982 59 0 NA 2439 kidney stage i t1a nx m0 female 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 2 4 3 7 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5761283 10.2104476 9.6903064 2.1589186 1.0434145 8.9443144 9.6044174 9.8077664 9.2858278 5.0731947 3.3653706 10.7753323 10.2581716 4.9820490 9.6812801 4.7438865 9.8432689 11.4066698 8.5312879 7.3319291 0.0434845 10.2984762 9.6439801 11.3018174 8.0768706 NA 10.3713109 1.0434145 8.6170949 7.9179168 0.0434845 10.1467355 9.8275372 8.7427308 9.2748450 -0.5416180 5.6483101 9.2266694 1.2658569 10.9903540 9.7798497 10.0020004 4.7064145 12.1557905 10.5319574 11.7179342 8.6183565 10.3307753 16.1311108 9.4429037 8.6495443 10.9687548 4.2658419 9.5954762 7.6005924 10.3862631 5.7438865 13.3481317 0.4584870 6.5389292 9.7241003 11.3147161 8.7565476 5.9260896 9.2778660 8.6593837 13.0825381 8.1898043 13.8598804 10.4471698 11.4444641 6.7758973 11.0044149 NA 2.6284003 12.9390229 11.6452184 7.7781573 0.4584870 9.9189410 9.8226197 7.1484827 11.6033027 9.8936345 8.8604312 9.3921757 9.2167083 NA 10.7955495 7.7736344 10.5951559 9.0063438 9.3973296 7.8972767 11.7664444 9.4745971 13.1915005 NA -0.5416180 9.3086719 10.0010722 7.3533030 10.4239087 -1.5416180 3.1589186 0.0434845 13.4548704 6.9220099 10.5168152 11.5462794 9.8171364 8.0546749 8.9692492 3.5877730 6.0805362 11.6865523 11.5277671 9.8438083 12.0031550 11.3376855 9.2125375 6.8508032 10.5673363 4.4584870 0.4584870 4.7064145 7.3319291 -1.5416180 NA 9.0321323 12.6939011 8.3668778 8.1795842 9.4676139 1.6284003 10.4368381 7.5299474 9.1714163 10.9893792 8.2512755 9.1701522 5.7622664 5.1309103 10.2196209 9.4221039 11.8157623 11.0173841 13.3147648 8.3608602 11.1146865 8.7461975 11.0535095 9.3457057 8.9603223 NA 8.0639645 10.9286356 11.5535162 8.8879547 10.3567087 12.0630384 9.3164662 10.1554526 11.4799857 11.2102384 3.0434495 10.1379653 7.6961016 4.7064145 7.4836247 NA 8.5124110 7.7322807 12.6979345 9.5130894 9.4221039 10.5393027 10.8816011 10.1593584 8.9731991 10.7469735 9.0648904 7.8160371 10.7196986 1.9179282 3.7804151 4.7252722 0.4584870 6.4863910 3.7064090 11.0235872 6.3164662 9.8346106 5.2829994 NA NA 11.2062585 10.0791631 11.2388199 11.7248325 10.1005369 7.6433605 8.7587919 5.4820738 11.6876044 11.5168152 10.3870035 11.4208390 NA -0.5416180 NA 10.0311854 9.2007947 9.3825553 7.4697126 16.1133030 15.4103162 11.3993493 7.6137843 9.8187836 -0.5416180 1.0434145 NA -1.5416180 14.1120300 8.6532421 9.6164636 12.2400498 NA 8.6005924 8.8330681 11.5384699 5.5980376 10.5249107 9.3661270 9.3047590 8.6483098 9.0851067 11.8280825 11.0708929 9.4141351 10.4644605 7.4242696 9.5083338 8.2100294 10.6246483 5.0518376 7.9460038 8.7792857 0.0290200 0.0045327 0.0043938 0.0062007 0.0128870 0.0053666 -0.2613500 -0.0241600 -0.0645540 0.0003007 0.0003007 0.0371690 0.0045327 0.0045327 -0.4917600 -0.4917600 -0.4917600 -0.4917600 0.0109340 0.0062007 -0.4811600 0.0000000 -0.0062756 -0.0062756 -0.2613500 -0.0281280 -0.0201850 -0.0028178 -0.1862600 -0.0286750 -0.0558180 -0.261 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.261 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0819095 6.2786650 10.3724965 5.6735819 NA 8.0053798 11.3934660 9.6780349 7.9199645 11.2556056 10.5692947 0.7803941 6.3288490 9.0311854 4.1589267 8.6909059 10.8283551 5.7622664 0.7803941 5.8847493 4.9014269 NA 9.1632534 5.6183561 9.8150858 11.0928425 10.5510573 8.1554528 -0.5416180 NA -0.5416180 9.5399685 7.7849149 9.3847812 NA 5.1999510 11.2301810 10.3246050 7.8116322 10.9605711 8.6233921 3.1589186 11.2531041 4.3892226 9.9127844 9.0639648 4.9976447 6.7016586 10.8491915 6.7438879 13.8443139 9.9407890 10.3780934 14.0463213 12.4424585 8.3288499 8.7322807 9.8443475 6.9741851 10.3510280 5.4126799 13.5044581 9.3303903 8.1202633 4.0731947 2.5459437 9.8636266 9.9276181 13.5995944 9.3418922 13.1915005 9.1931949 8.4429037 9.1068427 12.3657514 9.8171364 15.0844080 12.0031550 12.0128342 12.8720470 11.0727349 0.0434845 10.1948871 10.4686635 10.5722274 9.4221039 7.8805496 10.2307997 13.1369753 10.0415680 11.7635494 2.2658269 4.6679375 3.9820444 10.9910846 12.9125274 8.6107702 NA NA 12.2415857 12.7021055 11.8568200 7.7804131 11.3373024 11.311210 13.557669 11.092842 11.228736 10.155453 5.316464 12.453811 6.151972 8.743888 5.102343 10.696293 4.982049 7.450007 13.138506 9.286622 11.605690 11.379954 -0.541618 13.264682 4.697462 5.725272 8.245228 10.166707 9.721167 4.102339 9.408312 10.079163 9.135324 10.809700 5.715874 10.955589 10.499460 1.917928 11.092389 10.120263 10.271465 1.043415 11.256349 9.967270 2.706420 9.918941 4.316464 9.555200 6.771368 9.467614 9.302077 3.316464 8.998613 3.458487 10.928636 10.533630 11.663209 12.697935 10.272667 11.144767 10.719699 11.033315 7.105943 4.073195 9.179584 9.605690 1.265857 4.073195 NA 10.095563 10.850491 10.356331 2.458487 8.600592 7.365376 9.757121 TCGA-CZ-5984 51 0 NA 2067 kidney stage i t1b n0 m0 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 4 1 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.90311466 10.62919422 8.59849436 1.07936104 10.31221249 2.60212427 9.67511392 7.83590576 1.40130279 10.41669251 9.98764816 8.39986791 9.63161016 -0.59880645 6.08075785 9.75118903 6.42918410 11.91290662 9.89713255 8.21024176 3.53055772 11.14653794 11.73121397 10.63818863 9.20519870 10.09214849 16.10865685 9.31416675 8.16282885 10.61164445 4.48873993 9.54466080 7.60584839 11.25458708 6.47809331 13.51916406 0.72316534 9.11201511 9.10690993 9.99326733 8.90907222 4.68667980 9.53954929 9.05501828 12.27760258 8.06305581 15.03635903 9.90560001 11.20019474 7.75662837 10.81490541 NA 8.25770322 13.45550024 11.64027924 7.24362815 1.72320904 9.26701066 9.42017309 9.83434131 10.80588693 9.52733664 8.68898983 9.74723717 9.35474636 4.37856017 9.66806397 8.57869686 9.18836383 10.40795421 9.61741714 8.40970617 12.22542280 9.64861176 13.34223338 1.86072448 0.98622888 9.93265901 9.64217610 8.82018439 10.14147992 NA 4.04513713 NA 14.10653189 10.01552726 10.31304400 12.16500859 9.79359486 9.26003554 9.05501828 4.61072959 6.76322166 11.83447172 11.06082750 10.03744894 11.62816080 10.95178382 8.28392038 8.61802350 11.10755763 3.44567374 2.40127548 5.53056084 9.14274451 3.98623798 NA 10.33754731 13.70480855 9.45926931 10.81278852 9.27702674 4.40127548 9.82754230 7.57120276 8.76592653 11.64920502 6.74557349 8.75882949 6.16282835 5.94678232 9.42918347 9.12408511 11.57104596 11.29590579 12.08141723 9.07723445 11.23594606 8.97870646 10.50456528 9.73443291 8.70391637 -0.01377112 7.68667980 11.16966862 7.84525732 8.75300075 9.28544800 11.62723802 8.96065447 9.74112751 12.28897410 11.00606234 4.61072959 10.12877257 7.86721139 5.22145565 8.07723445 NA 8.25458696 7.59357040 12.95670545 10.35000975 8.49271285 10.35365477 10.31640995 8.77848819 3.95587073 10.69234455 8.68783510 7.95586608 9.93995145 1.20864211 5.24676910 9.25692455 1.20864211 10.24087503 6.16269545 11.10604577 4.64920731 10.52026400 6.55472851 NA -1.59858797 11.01299396 10.76978397 11.44857186 11.23218879 10.38248796 8.86582326 9.12912148 6.32852235 11.69575467 11.38177415 9.95969815 11.50095404 -0.59880645 NA NA 9.84990999 9.21586009 9.50914851 9.94092094 12.46871185 12.33782344 11.00652553 5.73550593 10.21425694 -1.59858797 -1.59858797 0.40130279 -0.01377112 14.46839670 8.84629241 8.85351885 10.77848803 NA 8.66571999 9.60793778 11.58258507 6.77631722 10.27664287 9.66102075 8.80535469 8.89413202 9.11723945 11.63264870 11.17935460 9.35401880 11.49486013 7.55609599 10.40495707 9.49601507 10.16324423 5.29609393 7.85343620 10.54911841 0.0009856 -0.0026173 0.4151500 1.3244000 0.3845400 0.0494130 0.0492710 -0.0321630 0.0000000 -0.0425020 0.0009856 -0.0146270 -0.0026173 -0.0026173 -0.4921500 -0.7580800 -0.7580800 -0.7580800 -0.0537310 0.4968500 -0.3938500 -0.0554850 -0.3949600 -0.3949600 0.0492710 -0.0115540 -0.2608200 -0.3934000 0.3744800 0.2896200 0.0018180 0.000 0.000 0.000 0.000 0.386 0.386 -0.243 -0.393 -0.396 0.374 0.374 0.000 0.000 -0.147 -0.147 0.320 0.320 0.000 0.000 0.397 0.397 0.000 0.289 0.392 0.000 -0.750 -0.334 0.000 0.000 0.482 0.482 -0.394 -0.394 0.385 0.385 0.000 0.000 -0.395 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 -0.243 -0.393 -0.396 0.374 0.374 0.000 0.000 -0.147 -0.147 0.320 0.320 0.000 0.000 0.397 0.397 0.000 0.289 0.392 0.000 -0.750 -0.334 0.000 0.000 0.482 0.482 -0.394 -0.394 0.385 0.385 0.000 0.000 -0.395 -0.395 0.000 0.000 10.26236444 6.59110191 10.20298588 6.33319651 1.20864211 9.16033333 12.46593606 9.50712704 10.29002081 11.36833261 10.20863248 0.40130279 5.49931016 9.14105823 3.04512840 8.22941392 10.73778409 6.16282835 0.98622888 6.59603467 5.07370457 -0.01377112 8.60584876 7.63729144 10.61874760 10.69589823 10.54397168 7.89912910 1.40130279 0.72316534 -0.59880645 9.57869705 7.84629209 9.71586078 0.98622888 6.56114892 10.4579152 9.6999128 7.5305608 10.7714200 7.9899922 7.6058484 10.8317300 5.9862403 10.1855033 9.9974673 5.8442199 6.5861522 10.0150670 7.0011909 13.4817620 10.6692346 9.9110525 13.0393740 13.0235582 7.7892950 9.5478462 9.8233422 9.2584810 9.0816371 5.8021570 12.7649332 8.6970464 8.5369869 3.6492016 2.5711914 10.6384875 9.9218961 12.8302265 9.0568081 13.3422334 9.0710483 8.1694621 11.2041977 10.7243322 9.7935949 15.9696567 11.6281608 11.7488989 14.3639928 11.4737451 0.4013028 10.4422521 10.7220781 11.1129445 9.1240851 7.9539467 9.9782341 12.5367463 11.1402142 11.5594122 8.2325850 6.1427443 6.0306340 11.0288114 12.4460131 7.0379016 NA NA 11.3532906 12.5046473 11.5138669 7.1760644 10.8754904 10.85814523 13.11857907 10.69589823 10.90956747 9.60645981 7.52798206 12.61756866 6.62527926 9.38427111 5.75000615 10.14863127 6.70048550 5.94817096 12.38065892 8.97776189 11.86722645 9.75276899 2.48874636 12.70684055 8.67830928 7.45112620 8.23544849 10.53890913 9.55609560 4.63009672 9.04783608 9.86888304 8.05412239 11.27106407 5.15616602 12.33229196 9.33275380 2.20864211 11.56225187 10.91327720 9.93849590 -0.01377112 10.94961780 9.78983308 1.98622888 9.99839890 10.93995145 8.83381956 9.42849229 9.27702674 9.39452722 7.89313040 7.76322100 2.86070462 11.16966862 10.54466070 11.24362785 12.95670545 10.47106285 10.78363132 9.93995145 10.78119732 7.52281140 6.78498157 9.53441962 9.39067198 2.30815698 -0.59880645 -1.59858797 10.92385900 10.52873022 9.43951073 3.15617007 8.66571999 8.99839890 10.41180564 TCGA-CZ-5985 58 0 NA 1997 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.317845e-06 4.508417e-07 3.77358490566038 30.188679245283 5.66037735849057 35.8490566037736 24.5283018867925 6.6068020 11.9628021 10.0644538 7.3091207 9.8462100 9.8810001 3.3564256 9.2882167 9.7756394 NA 0.6772602 4.7060111 6.0887310 8.2015123 6.2095859 10.9003317 11.6226088 9.2327456 10.4408066 10.9367765 11.3119361 14.5504254 8.7117069 11.5096110 8.6129017 5.8200819 7.8960859 13.0026080 6.2848731 NA 6.4790462 9.4863745 9.9311729 9.6159422 2.5721621 1.5721621 10.2512445 9.2176139 11.6008290 8.7837736 6.5315140 12.1018029 10.5833827 10.3046056 5.9179305 12.2016133 10.0072469 10.6355505 9.7772699 8.4723513 7.2909736 4.0169420 11.2406466 9.7608818 10.0733291 8.5658801 4.0512677 9.8940235 2.9444837 9.7925445 8.0604420 0.4021764 10.3034745 9.6766086 8.6513438 9.9238946 3.3091180 7.3000761 10.0343168 -1.5977144 12.7438188 10.0067837 8.3951686 3.1026749 13.8934639 11.8190280 10.7600574 8.5920552 9.2445808 15.8180218 9.2547601 8.0150989 10.0693421 4.7241591 9.9548996 7.8718726 10.4117093 6.1436975 14.2870926 1.5478940 8.0264958 8.3314889 9.1377866 8.9345864 0.9871753 9.2664167 8.9577782 12.9176839 7.9739832 14.5447379 10.3665714 11.0444604 6.1369399 11.6253272 NA 6.8860465 13.0687319 10.9070494 7.0781871 6.9834314 7.3151197 9.6637378 9.3158680 10.9092818 9.3852242 9.2508534 9.7398523 9.2962904 -1.5977144 9.7409668 7.9471951 9.1479047 10.1608702 8.6818410 8.4642766 12.1681754 9.0773055 13.9146623 2.4896971 6.3795101 9.7365037 10.5270433 8.4315177 10.1757818 NA 3.7241591 NA 13.6202260 12.4455996 9.6800991 13.1734620 10.6129018 8.9806032 9.0983288 5.0746553 7.3061127 11.4387476 11.4399490 9.9399343 11.5714180 11.1091581 8.4273698 10.1654428 10.6634439 3.7945510 0.9871753 1.9871753 8.4050457 5.0021444 -0.5977144 10.0329527 13.9605615 10.0697855 11.1994867 9.8462100 1.7241700 9.8493138 7.6876325 8.2430397 9.5576812 7.6666728 8.4547985 4.9257906 6.7196435 10.2236058 9.3556995 11.8578146 11.0171703 11.8159906 8.3151197 11.1028869 8.8616620 11.5091205 9.2508534 6.8368583 -1.5977144 7.5237642 11.0501386 7.8725031 7.7897958 9.5951398 11.4143312 9.5328010 9.5456138 12.3120298 10.7020109 3.0460894 9.7701911 7.8552130 5.9413904 6.9218671 -1.5977144 8.5671374 7.5002627 12.6186732 10.6391416 8.9238308 10.6701876 10.2821965 9.1078628 4.7241591 10.6459281 8.9890703 7.8900703 10.6777730 NA 4.5519774 4.3329657 4.9251639 11.3493194 3.6116799 11.7022970 4.7597843 10.4159021 6.8693471 -1.5977144 -0.5977144 10.9829601 10.0415711 11.3015874 11.3359212 10.1720683 10.2043429 10.1297255 6.8754090 10.2582669 11.5253819 10.2059580 11.9769423 3.2602064 0.9871753 NA 9.8274464 9.2192140 9.0957174 8.1803075 12.9132418 13.0352825 11.3855804 6.3047866 9.8263967 NA 1.2095781 -1.5977144 -1.5977144 14.6075656 9.1868652 8.7934742 11.0617804 NA 8.6795177 9.5440502 11.4880349 5.6213984 10.4551381 9.5652512 8.7297832 8.3866489 9.4169484 11.6418290 10.9539387 10.3575171 11.1942073 8.2894509 9.0784169 9.7542739 9.5821395 4.6501557 6.6565979 9.7465264 -0.01835300 0.01014600 0.01279500 0.55673000 0.00013863 0.00000000 -0.00138580 -0.01340200 -0.12239000 -0.01835300 -0.01835300 -0.01835300 0.01014600 -0.62757000 -0.57388000 -0.57388000 -0.57388000 -0.57388000 0.01056400 0.00763920 -0.57654000 0.00000000 -0.58029000 -0.58029000 0.00708260 -0.59068000 0.00374650 -0.57802000 0.00069327 -0.03381400 -0.12239000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 0.000 0.000 -0.443 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 0.000 0.000 -0.443 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 -0.122 -0.122 10.2039388 6.6830016 10.1241841 5.9933415 NA 8.7443051 11.2049488 9.9239879 10.6543045 11.3656017 10.5497534 NA 5.6019015 9.3329679 2.1026581 6.0532830 10.8580714 4.9257906 0.7241264 5.9020760 4.8284945 2.6501671 8.7353858 7.6477829 10.7322762 10.9003317 9.7783668 8.0604420 -0.5977144 -1.5977144 0.7241264 9.3462103 8.0568664 9.8025763 0.9871753 6.5621020 10.125038 10.289070 7.281814 10.927507 7.796693 5.272594 11.288880 6.002144 10.299320 10.345111 6.515973 6.046087 10.192986 5.886045 13.996409 10.579339 9.676026 13.011005 13.353879 8.138632 8.465626 10.103104 8.720773 9.073772 5.785935 13.007073 7.247721 11.234725 4.592056 -1.597714 10.430136 10.587725 13.118032 9.112176 13.914662 9.433587 8.287927 10.260989 9.907049 10.612902 15.856449 11.571418 12.061334 13.848797 11.296480 NA 10.484712 9.129300 12.070229 9.355700 8.026112 9.710001 13.134769 11.705726 11.402054 4.235122 5.759782 6.038855 11.450717 12.281335 8.002143 -1.597714 NA 10.425638 12.662047 11.963397 7.528935 11.187070 10.8547292 13.2154104 10.9003317 10.9367765 8.7117069 7.3061127 13.0227940 7.6454048 8.9129947 4.5519774 10.0215334 5.9179305 6.3737735 12.3059118 8.8493138 12.0825900 10.5172741 1.4022310 13.0211895 8.6918116 7.2787477 8.8212638 10.2795146 9.5179244 5.2602101 8.6525288 10.0693421 7.8674499 11.0613345 8.6572591 12.6413069 9.1604536 1.9871753 11.3705373 9.8930814 9.5902012 -0.5977144 11.0544033 10.3248149 3.7241591 10.4242514 7.2255979 8.8555011 9.2406466 9.8462100 8.5721431 7.2570993 9.0913550 3.4466268 11.0501386 10.2508535 11.5903557 12.6186732 10.6352509 10.3752103 10.6777730 10.4294453 7.4656252 6.8698356 8.8657549 8.9862533 3.7597843 -0.5977144 -1.5977144 10.5408223 11.1945409 9.9149709 0.7241264 8.6795177 8.1487450 11.1256781 TCGA-CZ-5986 61 0 NA 373 kidney stage i t1 n0 m0 male 2006 373 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 2 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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4.09541812 11.07019261 7.16150882 10.72568672 10.78148234 7.72477645 8.28029474 2.41735297 10.82801102 9.45297157 10.87020665 8.99628648 NA 10.98302102 1.41732596 7.70274965 7.95028818 1.68036937 9.92593476 9.48128199 7.83012917 9.31337715 1.09545188 6.40830256 8.22212398 3.90277787 11.80966509 8.94560653 9.25906930 4.82334176 12.43164017 16.10766217 10.47317240 8.26032634 9.64904883 15.77849642 9.73385543 8.89145929 10.77753635 4.45297095 10.34097222 7.68038203 9.92830962 5.13981326 13.64934879 1.85243837 6.85697075 8.72659658 9.95417769 9.09823452 2.09541812 8.87349671 8.45297177 12.80072796 8.56506132 14.34076169 11.02504783 9.93718827 7.42633605 11.45516912 NA 2.68039188 12.00174648 11.69044390 7.52587234 4.52168523 6.90920066 9.74017709 5.97806289 10.83604365 9.35162833 9.48451318 9.92989069 9.24516667 NA 10.32423828 7.83351188 8.88005427 10.69719034 8.69904594 8.23497115 11.98647415 8.92989069 13.29777300 -0.90454812 1.09545188 10.22984588 8.95495440 8.44193326 10.22083307 0.09545188 5.18288295 -0.90454812 13.97682035 6.90920066 10.46774054 12.04688642 9.62777553 7.36688257 8.09823478 3.18288295 6.68787673 11.25371367 11.66266268 9.96501339 12.38505667 11.70736651 8.48343692 8.13981378 10.74242818 5.78192094 1.09545188 3.00230647 8.14526833 1.09545188 -0.90454812 8.53628880 13.58533023 10.64568536 10.81651875 9.45626672 3.68038062 11.16956103 7.92514256 9.49746168 12.69044388 8.40148115 9.30243398 4.45297095 5.52168523 10.40205094 9.22212398 11.80665635 10.46174177 13.09647584 7.95028818 10.50746009 9.31458800 11.93245609 9.64712776 8.42184898 NA 9.38543837 11.42212991 8.84843578 7.96427270 9.37154405 11.38745356 8.96269824 10.34571804 10.92117342 10.66574966 4.82334176 9.08268370 7.25796198 6.10664773 4.68038062 -0.90454812 9.21306265 7.39920015 12.86443089 10.00606234 8.76253120 10.20720728 9.56098601 10.16419785 5.83688606 10.17682976 8.55894412 7.91240317 10.52116001 0.09545188 5.78192094 6.70275034 2.55485895 7.26534500 4.26534687 11.12539694 6.69533270 9.73145498 6.02958319 NA NA 10.60222302 10.56098601 11.30943508 11.43860527 9.84193382 8.87841790 9.74197824 6.78065918 11.84424134 12.09999119 10.32303550 12.78301395 0.68041438 1.09545188 NA 9.69347215 8.06696316 9.94872917 2.55485895 13.87293174 13.88337312 10.52482631 6.92330252 9.99099484 -0.90454812 NA NA -0.90454812 14.48860889 8.97959011 9.45297157 11.48961428 NA 8.51748436 9.26865942 11.08658708 6.27532931 9.66717223 8.66337558 9.64904883 6.72477577 9.30609086 11.54894744 10.78104442 10.54198597 11.36366915 8.17490422 10.10878409 7.42633605 10.11501035 5.17116679 7.72481259 8.43304164 0.0000e+00 5.9700e-03 -6.3821e-01 6.5057e-01 9.0312e-03 -6.5650e-01 -1.1087e-03 -2.1921e-02 -6.3878e-02 0.0000e+00 0.0000e+00 0.0000e+00 5.9700e-03 5.9700e-03 -6.6012e-01 -6.4543e-01 -6.4543e-01 -6.4543e-01 1.6705e-02 6.4873e-01 1.2516e-02 -7.0078e-01 -5.3992e-03 -5.3992e-03 -1.1087e-03 3.3274e-05 8.1959e-03 -4.9844e-03 -1.2576e-02 -3.4086e-02 -1.0308e-01 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 0.000 0.000 9.6111194 6.4791238 10.2006733 6.0612038 -0.9045481 8.4083026 7.1507018 9.9587076 9.6775616 10.8634964 10.3278405 1.0954519 6.9027743 8.1452683 5.8096640 6.7819196 11.3474936 4.4529710 0.6804144 7.3900399 3.0023065 -0.9045481 9.1628540 7.4747978 10.6384466 10.9235561 10.6961734 7.0142828 1.9027682 NA -0.9045481 9.3854384 7.7174715 9.0826837 -0.9045481 5.0954181 10.3314337 10.6990459 6.3145878 9.9985483 9.5122170 3.4877307 11.6051946 6.4791238 9.3773496 9.5992453 5.4173462 6.1288419 10.8006199 6.6652748 13.4996298 9.1247068 10.3284400 13.8081078 12.2628377 8.3622060 7.9841627 8.9330476 7.6916095 8.9283096 5.1398133 13.1156182 8.5589441 10.7678449 4.4529710 0.6804144 10.2032905 9.7500556 13.6678237 9.5681104 13.2977730 9.6775616 8.5589441 8.8947011 10.8804633 9.6277755 15.1632110 12.3850567 12.3929091 14.1707316 11.3130744 1.0954519 8.5258719 10.3006018 9.8494719 9.2221240 8.3808216 9.6170200 13.0622855 10.5216843 11.1076949 3.1828829 3.7392757 7.0379345 10.9661696 12.8749337 6.6652748 NA NA 10.8808721 12.3130744 12.3420088 8.1775685 11.3079159 10.7980252 13.5468239 10.9235561 11.4011963 9.9108028 6.4441469 10.9841628 7.6423138 8.7482646 4.5216852 10.6345784 4.0954181 8.6442413 12.7629625 8.5872727 12.0019344 10.5726719 2.5548589 14.2912147 7.6148983 6.4704588 10.3334181 9.7845439 9.8199335 3.6189786 8.9027746 10.8203597 8.8312971 10.4994967 6.7678455 11.3448293 10.2085106 NA 12.3266407 9.6850708 10.1921347 0.6804144 12.0351824 10.7252315 2.2653469 9.6953324 10.1662114 9.5393990 8.7229533 9.4562667 8.7798877 2.0954181 8.5425026 3.4877307 11.4221299 10.2640917 11.3831320 12.8644309 10.1808920 11.0583155 10.5211600 9.7871631 7.5711527 6.5132728 8.8148083 8.5609858 0.6804144 5.0322948 -0.9045481 10.4557179 10.6168826 10.8152361 4.9780629 8.5174844 8.1425436 10.9518451 TCGA-CZ-5987 60 1 445 NA kidney stage iv t3b nx m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 4 4 1 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.2643563 0.4570164 9.1452495 9.4849050 11.2395879 8.4931726 7.3335159 11.5210682 9.9638025 10.9508545 7.4569991 11.0315927 3.8493188 10.3943730 11.4976313 8.0972442 7.4227830 1.4570164 11.4235046 10.1062553 10.3335161 7.8320387 NA 9.9726990 2.3484307 9.1311913 8.0077461 0.4570164 10.1874692 9.2851356 8.0531890 10.0363622 2.7789234 6.1984667 9.4184489 NA 10.7447115 10.2946271 10.6609588 2.9164384 11.4162368 10.7539154 10.5642162 8.9446784 10.3118675 16.5618538 9.5013932 8.5733431 9.8947512 4.0419613 9.2851356 7.0569119 10.5804740 3.4570032 13.3517222 -0.5430887 8.2359960 8.7834285 8.7766712 8.8999426 -0.5430887 9.9538529 8.9428285 13.0814519 8.2051921 15.2888628 6.8999429 10.6348173 8.3273640 12.5214051 NA 9.3381130 13.4350839 11.5914254 7.2514152 2.0419789 9.2432687 8.7072977 9.3103088 10.8503896 8.1080508 7.9766351 8.5681347 8.8407033 -0.5430887 10.0135051 8.2611302 9.6118171 10.1053567 8.8706270 7.3024890 12.2034421 9.5230883 12.6934618 -0.5430887 2.4569901 9.6092840 9.9618677 8.4765899 9.7001732 NA 2.2643563 0.4570164 14.0421964 6.4456837 10.2875143 12.2737828 8.8621405 9.7879159 9.5068477 3.8493188 6.9246047 11.5007100 10.7567795 10.5122815 11.7060118 10.1574389 8.3818116 8.5041230 10.9741764 1.7789234 NA 3.0419613 9.0038937 1.4570164 NA 9.9030485 13.1637110 9.4972888 10.7360293 8.6858179 2.7789234 9.5122816 8.0077461 10.2575108 10.1857699 6.6369088 8.8189429 9.6882202 4.7789287 10.3426955 7.7143870 11.8999426 11.4924856 11.2395879 9.2383589 11.9268953 8.6810008 10.5798271 9.2755812 9.2334323 -0.5430887 5.9327321 11.5713922 11.3323607 9.8624171 9.5837035 11.3873668 8.6269242 9.5537143 12.4431967 11.3176981 3.0419613 10.2416339 9.3334394 4.8145504 8.4485211 -0.5430887 8.1883183 6.1849190 12.7233465 10.8952712 9.6092840 10.4499375 10.7055197 8.6810008 6.1849190 10.9575871 9.0363151 8.6640134 9.9428284 -0.5430887 5.1574399 4.4569967 2.2643563 8.0154201 1.7789234 10.8178462 4.8832640 10.2218707 7.0192415 NA NA 11.1120826 10.6294267 11.8719486 10.8978683 10.5013933 8.6244171 8.3818116 5.9840060 10.2202114 10.7974056 9.6882202 11.0489889 -0.5430887 NA -0.5430887 9.7342866 9.3396423 9.3258217 8.7307948 12.8248234 12.5692757 12.5146525 7.1434995 10.0391411 4.3149792 0.4570164 3.7789234 -0.5430887 13.7521941 7.0268543 8.2803662 10.7873558 NA 8.4285427 9.3467464 10.9971272 5.4793664 10.9179669 9.9123264 8.9785995 9.0135052 9.0569119 11.6209632 11.2922600 8.9883805 10.4414176 7.6615700 10.0587700 7.3024890 9.9133535 4.1008515 7.2460764 10.0881762 0.0195030 -0.0034627 -0.6095000 0.0209320 0.0154940 0.1337600 0.0336900 -0.0219210 -0.1432200 0.0195030 0.0195030 0.0195030 -0.0034627 -0.0034627 -0.6575200 -0.6095000 -0.6095000 -0.6095000 0.0384890 0.0244080 -0.6550100 -0.1175700 -0.6598400 -0.6598400 -0.0380430 -0.0279450 0.0162860 -0.6622600 -0.0545550 -0.0391220 -0.1432200 0.000 0.000 0.000 0.000 0.510 0.510 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 -0.655 -0.655 0.000 0.000 0.013 0.131 -0.660 -0.660 -0.143 -0.143 0.000 0.000 0.000 0.000 0.510 0.510 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 -0.655 -0.655 0.000 0.000 0.013 0.131 -0.660 -0.660 -0.143 -0.143 10.2985635 6.8407037 9.4986584 6.5564003 NA 9.1557037 10.9805611 9.5228191 10.6042040 11.6451367 9.7912725 0.4570164 6.4227830 9.6029313 2.4204824 7.0192415 10.1686661 9.6882202 -0.5430887 6.6269238 4.2643563 0.4570164 8.8621405 6.7424011 10.1492223 10.5054860 10.2701791 6.7237852 -0.5430887 NA 1.4570164 10.1391159 7.2835477 9.3533315 NA 6.6954037 10.2914701 10.1729611 8.0230529 11.0038936 8.1504861 4.5862844 10.5277909 6.0863549 10.2538500 9.6369082 6.1152102 6.5444622 10.1241107 5.9164313 13.2792712 11.4253059 9.5000264 13.1191111 11.4035399 6.9961582 8.0381997 9.8916273 7.5497562 9.5338146 5.5230883 13.3163398 7.1643579 9.0936238 3.2643563 0.4570164 9.8759058 7.9408151 13.7011399 9.1798066 12.6934618 9.1026576 7.6615700 10.6281759 10.4119224 8.8621405 15.5841874 11.7060118 11.5853157 12.8485113 10.3510589 0.4570164 11.2554709 7.2771777 11.6130822 7.7143870 7.8493163 10.3126463 12.6542158 10.6676705 11.2358976 1.7789234 6.3273640 7.2118863 11.2305504 12.2869200 6.5655241 NA NA 11.0517903 12.5833810 11.2370836 6.7879156 10.7602091 10.8073858 12.6802467 10.5054860 10.4605170 10.0096682 7.0268543 12.9377893 6.6858182 9.3242778 4.5013946 9.1678055 7.4569991 5.8493163 11.9222951 9.4456839 11.2727827 9.2497895 0.4570164 13.0093080 7.6589762 6.4793664 8.2305340 10.4765899 8.6882202 4.8493188 8.6092840 9.8926694 7.3758622 11.7208552 4.7789287 11.6858178 9.8035128 NA 11.5885346 10.6269241 9.8385421 1.0419438 10.2819578 9.5203942 2.7789234 10.1035578 11.3525744 8.5203944 9.6281759 8.6858179 8.9504944 6.1434995 8.1116349 1.7789234 11.5713922 10.0221012 11.1993086 12.7233465 10.5550312 11.0638670 9.9428284 11.1695261 7.7607798 7.0643300 9.6834114 9.3980468 -0.5430887 0.4570164 2.2643563 10.0438389 11.5590273 8.5965506 3.1574318 8.4285427 8.0306462 10.0890855 TCGA-CZ-5988 38 0 NA 693 kidney stage i t1b n0 m0 male 2006 693 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 2 4 2 8 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9100508 7.6460035 2.1702776 10.0329075 9.5507312 10.0605345 8.2577329 2.4921865 10.2329909 0.1703097 8.6581101 7.5496484 1.7552294 9.7026260 9.7094290 8.7401258 9.5912830 2.1702776 5.4181967 9.5134558 2.7552294 12.6185155 8.4966996 10.9995965 4.4556692 13.0327119 14.1324884 10.9062492 8.4014914 10.1302721 15.8306840 9.3772845 8.7074886 11.8291511 3.8141300 10.0673593 8.3650271 9.9384544 8.2995533 14.3727767 1.1702456 7.9291927 7.9936376 10.4080776 9.2377045 2.1702776 8.9872538 9.8050812 12.2050691 8.3772843 14.3352808 10.0567289 10.7679689 9.7467545 10.4961377 NA 8.5123450 12.3403517 8.7996268 7.6419455 4.1244688 9.2590585 8.9984065 8.9450572 10.8378252 9.1069081 9.0141912 9.2787946 9.5668749 -0.8298185 10.0141912 8.4276581 9.2241961 9.9679317 9.3008408 8.6358367 11.6393396 9.4463946 13.9148412 -0.8298185 1.9776096 9.6948120 8.2282617 8.1954096 10.2517536 NA 4.3797249 NA 13.6390851 8.7552328 10.3960800 10.3117387 9.0452516 8.2417325 8.6997008 7.4510413 6.9117371 11.3939703 11.2136393 9.4751919 11.5078921 11.0086863 9.2309660 7.9581728 10.6001999 2.4921865 2.1702776 2.7552294 8.1561119 2.1702776 -0.8298185 10.2937450 13.7834265 8.9808419 8.8827971 10.1032230 4.9894252 10.0673593 7.6621236 9.5064419 11.9104726 9.4311896 9.6760817 4.5965357 5.9782689 9.5354990 9.5944364 11.4429000 11.9758125 13.7446863 8.2603828 10.6631248 9.7589848 10.4347128 10.1561122 10.2669854 2.3401919 8.1814972 11.3370609 8.0234550 7.5545789 9.1702701 11.9624504 7.5923352 10.1273722 11.9216050 10.5897037 4.6297005 10.5512723 8.3481133 4.1244688 7.4556724 -0.8298185 10.7424966 7.3551458 12.7148724 9.7210170 8.6255974 10.9856535 9.8981907 9.9752079 6.9776245 10.4096479 8.5431351 8.7113669 10.3687152 1.7552294 4.6621257 7.2255526 2.6297063 7.1069084 4.3401919 11.0767850 5.5101201 10.6938321 5.9977079 NA NA 10.4927617 10.2663264 10.8231151 11.1751929 9.7524121 8.8159286 9.3588219 6.4852384 12.1992122 11.7226991 10.3014841 11.4840035 1.7552294 0.1703097 0.7552294 10.0015774 8.4229356 9.9234869 7.2036935 14.2504631 13.9644322 11.4101670 5.9412308 10.0718914 NA NA NA 4.6621257 14.9522701 8.9776251 9.7152346 12.7043298 NA 8.2630274 8.8338284 11.7785250 5.6132134 9.9549050 8.8409264 9.1489806 6.9384540 9.1518375 11.4288362 10.7711122 10.1105838 10.8866609 8.2577329 9.3526645 8.3072614 10.9363849 5.2575198 6.9711699 9.2484210 -0.00472120 0.01279500 0.00569190 -0.01106000 0.98991000 -0.52849000 -0.00124730 -0.02013800 -0.06236100 -0.02329200 0.00503700 -0.00472120 0.01279500 -0.52532000 -0.53032000 -0.53032000 -0.53032000 -0.50743000 0.00444110 -0.53652000 0.00142720 -0.52849000 0.00725010 0.00725010 -0.00124730 0.00680440 0.00291330 0.00055459 -0.01354000 -0.04319500 -0.04590600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 0.000 9.4556724 6.5796614 10.3625629 6.7604086 NA 8.4533587 9.8567707 9.9382642 9.4002905 10.8335303 10.1695655 0.1703097 6.5711489 8.4487197 4.5278210 7.0344567 10.7868190 4.5965357 NA 4.9251592 2.3401919 0.1703097 8.8014471 7.3200171 10.4001945 11.2064438 10.6355356 7.6701159 -0.8298185 -0.8298185 0.7552294 9.2160299 7.4510413 8.9351418 2.3401919 5.3600938 11.819975 10.360095 6.181498 10.716200 8.963061 6.596534 11.179049 6.418198 10.062813 9.377285 5.340195 7.077161 10.435299 8.080163 13.560305 9.840041 10.395478 12.897446 12.755233 7.579661 8.792322 10.166037 5.340195 8.963061 4.629700 13.239384 9.378504 7.877630 6.870710 3.170278 11.091367 9.707489 13.760740 8.828482 13.914841 9.738226 7.701652 12.041790 11.130634 9.045252 15.318349 11.507892 12.662374 13.096195 11.082411 NA 8.745809 9.698724 11.510955 9.594436 7.887947 9.820424 13.247670 10.575944 11.345508 3.755229 5.170270 6.214665 10.894358 12.671112 6.588122 NA NA 11.756641 12.934209 12.003356 6.918463 10.891797 11.5109548 13.2276697 11.2064438 10.5184450 10.1454016 7.1069084 10.7752866 7.6500501 8.7886557 4.2146611 10.3168388 5.4921993 6.3200171 13.0454368 9.0801633 11.8883749 10.3978862 1.4922121 13.4132954 7.1484654 6.7775999 8.7201704 10.0958246 10.3181111 4.0771575 8.8602682 11.2663264 8.1589550 11.1988669 4.7849803 11.5198278 10.5028662 0.1703097 12.5912830 9.6731020 9.8939311 0.7552294 11.4919165 9.8391551 2.4921865 10.2255526 8.7035998 9.5354990 8.3990890 10.1032230 9.0829200 4.8707099 8.8444625 5.5796599 11.3370609 10.2840124 11.3794189 12.7148724 10.2329909 10.8123219 10.3687152 10.5201043 7.6007225 5.6780635 8.6938323 8.9032854 1.7552294 0.7552294 2.1702776 10.9351418 9.8774136 10.3263532 6.2892111 8.2630274 7.7286906 10.2397199 TCGA-CZ-5989 60 0 NA 1905 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 9.016834e-07 3.814814e-07 10.5263157894737 31.5789473684211 18.4210526315789 18.4210526315789 21.0526315789474 10.0040137 9.7852636 7.3463205 4.6267078 11.3763597 9.5304598 0.1031283 8.6757147 10.0331450 NA NA 1.9105024 4.0573463 7.9201307 2.5625721 10.0946688 11.8046700 6.8035861 10.1296704 12.3433420 7.8446141 15.2370979 7.4781864 13.1264681 7.3319658 4.6267078 7.6805754 11.8044534 6.9105024 NA 7.9548960 6.2426978 6.4954649 8.7613584 2.2730682 2.4250833 10.5050930 7.3885495 10.1413800 9.5512632 5.0804274 8.4000631 10.7238250 8.9201304 4.9611278 10.2991343 3.1906149 9.7948905 12.1512932 9.1597846 7.9391972 1.1031283 9.6009987 6.8173930 11.3295591 9.4965374 NA 8.6956038 3.6644715 7.9137188 6.9169280 NA 8.1420657 7.8412391 7.8680187 8.5687131 3.0100458 3.8580307 6.5543586 -0.8967374 11.7494806 8.2375733 12.2818118 3.9611325 13.1957951 13.5835585 12.4023549 7.5584743 10.0953772 13.3718351 7.3931656 10.0002361 10.8173925 4.7178573 10.9125131 9.0025039 7.4825256 7.2011790 12.8113687 -0.8967374 5.9857896 7.5666713 7.6267085 9.9360369 1.1031283 3.6881132 10.0616997 13.7478482 9.1115755 12.4279083 11.0074052 11.7969518 7.1031472 8.7667051 NA 3.3510770 10.4678288 10.6601319 5.5788814 1.4250833 9.3283543 7.1199548 9.2246804 8.7702585 9.6701524 9.7233667 9.7224498 10.5120074 NA 11.7379580 6.8378562 7.3126007 9.4997516 9.8663592 8.8208232 11.7328200 6.7966341 13.4041429 2.4250833 NA 7.4868511 10.8323428 5.7178573 9.1759494 NA 2.5625721 -0.8967374 13.1443783 9.1892832 10.3028193 11.3295591 10.0602490 2.8035784 6.2324305 4.1031451 4.1906070 12.2136302 12.0115396 8.4363022 12.1904573 11.7929265 8.3126003 9.6927980 9.5533271 3.6267078 2.8035784 4.7755721 5.9105024 3.3510770 NA 10.4700155 13.2704867 11.6801036 8.0040137 10.8688474 0.1031283 10.9478527 5.6881104 7.3462735 10.0587969 5.1692355 6.5625783 -0.8967374 5.0338855 10.5377752 10.2604938 12.6532925 7.9580156 13.3904986 5.2116703 8.2805666 8.8208232 12.4464715 9.5072240 4.7470006 NA 8.5104149 12.6816376 10.8963438 6.5125382 6.1031472 12.0879214 4.1031451 8.8546911 12.5757109 8.8156740 3.2730682 10.4863112 6.6660763 4.0100368 -0.8967374 NA 9.3427454 7.3367663 12.7202700 7.8646981 10.3540374 11.4109169 7.3463205 10.4661865 4.8845051 6.2220877 7.9072777 6.3028198 10.7931449 NA 2.5625721 7.9391972 0.1031283 7.4911644 5.1906109 12.2154235 8.4694693 8.6918614 6.3977670 NA NA 8.1611384 7.7215326 10.5204720 10.9032379 7.6730023 8.3977679 7.6653892 5.1997038 11.1365699 13.0198661 11.7883337 11.9201306 0.1031283 NA 0.1031283 9.1624913 9.5758378 10.6730026 8.0338844 14.2180280 14.6249620 13.3983419 8.4114178 8.8105061 -0.8967374 -0.8967374 2.8035784 -0.8967374 14.4234186 9.2220880 10.0789950 11.7602420 NA 9.6109416 8.6150576 12.6454534 6.6730023 5.5125366 5.4607000 10.1289786 1.6880908 8.9642337 10.8031531 10.0797110 8.3954686 10.5758378 7.6345287 10.3617130 8.2090556 10.4374202 5.5578175 7.9988431 7.0573430 0.00166420 0.01223700 0.01084200 0.45513000 -0.00207840 0.00000000 -0.00526100 -0.00456950 -0.02342900 0.00166420 0.00166420 -0.00041585 0.01223700 -0.45757000 -0.45201000 -0.45201000 -0.45201000 -0.45201000 0.00034477 0.00263570 0.00471900 0.00000000 -0.00843850 -0.00843850 -0.00526100 -0.00283290 0.00319100 -0.45265000 -0.00360110 -0.00415460 -0.02342900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.000 0.000 0.000 0.000 0.000 0.000 8.2755742 3.8035887 10.8804022 3.5625844 NA 4.4954649 8.1665422 8.2352096 11.6381793 10.1819181 10.0925414 1.1031283 7.7030599 5.0804274 2.6881132 6.4606983 12.1911069 -0.8967374 NA 6.2830569 4.0573463 -0.8967374 9.5199444 8.6168745 9.4626440 10.0946688 9.7147342 9.3101613 NA 1.4250833 -0.8967374 5.8580332 9.1651932 9.4529810 NA 2.4250833 10.5748222 10.7095521 -0.8967374 9.4900871 8.2805666 3.2730682 11.4762840 6.7613584 8.2979040 10.4933159 2.5625721 4.4954649 12.0626056 7.7178567 14.1429656 10.6262187 12.0423588 13.7075264 13.2723673 7.7141720 9.3052708 8.6805758 7.2929713 7.6653892 6.6188465 13.5508114 10.0616997 10.8555276 2.9105024 4.3885478 10.9197306 10.7365963 13.8207698 10.0205190 13.4041429 9.7379580 7.2880226 7.7104772 8.5869629 10.0602490 13.2740109 12.1904573 11.8479808 13.9527475 10.7760142 NA 4.3125998 10.3693478 10.0182793 10.2604938 9.7187765 7.7361421 14.3629270 12.8936991 12.7537500 4.8845051 -0.8967374 6.3699340 11.5502302 13.1883704 6.0918310 NA NA 11.7265712 12.7762351 12.1179642 8.5460903 12.2791642 7.6384222 14.0140707 10.0946688 12.3433420 7.4781864 8.8479806 11.7620278 8.0918315 10.1799626 4.7178573 10.9934112 4.9611278 9.9657843 13.2774227 9.1269014 13.0186529 11.3460233 4.7755721 13.6558160 4.1846532 6.4606983 9.9788041 9.7791039 11.3379644 5.5788814 5.2929731 10.1017374 7.9008083 13.1216949 5.4781855 12.0719937 11.7090894 0.6881356 13.0407047 6.0100368 9.6720531 0.1031283 12.1243004 10.1692362 4.3510770 9.4986811 11.2895707 9.4770995 9.1461743 10.8688474 6.4542631 4.0100368 8.5909871 2.2730682 12.6816376 9.2655382 13.2585186 12.7202700 9.8983750 12.3951809 10.7931449 5.4781855 6.7251985 6.2830569 5.8035861 7.5335992 NA 3.3510770 NA 10.4273275 5.9591372 10.7030598 5.1475428 9.6109416 7.6881097 9.1972246 TCGA-DV-5565 59 0 NA 1329 kidney stage i t1a nx m0 male 2007 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387205e-06 2.774411e-07 10.4166666666667 18.75 12.5 37.5 20.8333333333333 8.31046646 10.65497384 7.73832807 5.47273795 10.43039578 6.31046737 1.72552305 9.08065367 9.09681397 NA 0.42406213 3.77612505 5.27569991 10.99362823 5.12760439 10.70114728 11.95792497 5.24007768 9.68881294 9.38167359 12.25479515 13.53651339 10.51527051 10.96833790 8.56740512 7.52547931 6.65961635 11.47273795 6.74469797 -1.08191913 8.97749345 9.65792970 10.33863567 10.00627474 2.24007004 1.24007004 8.36109282 9.89828863 10.39792935 10.63453991 5.48800399 3.87234614 9.93704478 10.91709209 7.83998981 10.20065846 7.41000183 10.41350449 11.30697363 7.78233517 7.37347595 2.72550123 10.05449945 10.54796104 10.68011580 7.16132339 NA 9.98053933 1.24007004 8.76935158 7.54020090 NA 10.19077892 9.94674592 7.91250257 9.46705771 -0.08191913 5.95157148 9.00958456 1.50309427 10.77807212 9.12149700 9.45536750 5.78851345 11.65124920 10.89112887 11.35590120 9.29535960 10.72348996 16.54192346 9.56380755 8.34231562 9.34964681 3.61859106 9.04097706 7.81296664 12.75557994 8.06280710 11.62744834 0.50314517 6.02405810 7.27570084 11.95329187 9.11167456 4.37758190 9.70523546 8.35277750 11.09463393 7.00029865 14.52660869 10.26355431 9.90122110 9.07675869 11.04259359 -1.08191913 1.50309427 14.26369297 10.38116254 8.49368816 2.08807374 8.17789239 9.86505537 6.88969256 10.99963252 8.10302443 9.03058852 8.67136592 9.58526059 -1.08191913 9.92026084 8.18259150 10.56020079 9.25688541 10.22421083 7.63239474 11.27276763 9.95843889 12.78088332 3.00561557 0.50314517 9.47081828 8.73513288 8.06535420 10.10797367 NA 1.72552305 1.50309427 13.82588479 4.04743369 10.80117418 11.52940449 7.35694137 10.01420533 10.53699344 3.44170922 5.20354965 10.58037240 10.35642116 10.97241422 11.70929572 10.50920385 9.14094401 8.06025603 10.69786849 6.56200577 2.72550123 4.08807374 8.29969204 -1.08191913 NA 9.48895357 12.61500799 7.89828878 7.95432254 9.62291736 1.24007004 10.03838693 8.45924553 10.63446277 10.22478047 7.56920093 8.71418884 8.92236943 5.60464959 9.63325319 8.90683379 10.49557795 12.10457291 13.48182207 9.73606008 11.77321225 9.36109260 9.19543644 9.07549600 8.28228365 -0.08191913 7.86651610 10.72106927 10.04182435 7.76605180 9.63496856 11.76422708 5.89542866 10.35538105 11.74091909 11.63389665 4.53285927 10.93251832 8.89046828 4.24007768 8.52547931 NA 9.87234537 7.07296756 12.84740752 9.51433888 9.42197475 11.37347634 10.49793644 10.07865079 6.53285927 11.02246283 9.34546202 7.06789573 10.34336507 2.82503254 4.16607268 7.56560784 5.10797236 4.00561557 3.56201035 10.00892312 6.78233517 10.45274872 6.24906603 NA NA 11.60967454 10.78928429 10.99963252 11.20816795 10.90967096 6.23103297 8.16132289 5.78196290 10.44024016 10.76285489 10.09619147 11.18171177 NA NA NA 10.20355136 9.89471319 8.69950895 6.33600125 13.98906667 14.94318050 11.82485185 9.07391607 10.02143697 0.91815722 -0.08191913 NA -0.08191913 14.12359875 7.29752710 9.83178653 11.93756608 NA 7.14696776 8.70280020 11.19048727 5.16607669 9.49084927 10.30077318 9.16013236 9.27789876 9.33916189 11.71276806 10.66256255 9.25911192 10.37860504 7.75735267 9.30092449 9.30831809 10.72831901 3.87234614 8.10307427 10.51387284 0.00013863 -0.00304750 0.01600600 0.01070300 0.69073000 0.03256300 0.00624810 0.00235810 -0.09234500 0.00013863 0.00013863 0.00013863 -0.00304750 -0.00304750 -0.69387000 -0.69387000 -0.69387000 -0.69387000 0.01117500 0.01070300 -0.71375000 -0.71977000 0.00124810 0.00124810 -0.70550000 -0.00138580 0.00000000 -0.00774820 -0.00857660 -0.04656500 -0.09234500 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.727 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.691 0.691 -0.717 0.000 0.000 0.000 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.727 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.691 0.691 -0.717 0.000 0.000 0.000 0.000 0.000 10.21964531 6.20355161 10.28173638 6.44812622 -0.08191913 9.23782133 9.38371552 10.37517598 9.11904771 11.22003678 10.17848061 2.24007004 6.31046737 10.00229310 4.47672515 8.79466604 10.07549600 8.92236943 -1.08191913 6.31046737 5.04743369 1.24007004 9.22762557 4.56200425 9.97503742 10.70114728 11.21205463 7.88104542 NA NA 0.91815722 10.25688552 7.77613031 8.85036376 -0.08191913 5.59057507 11.3561612 9.8882550 8.6063993 10.8525772 8.1055010 4.8954287 10.1361068 2.9181572 9.8961445 9.6020211 5.5328593 7.4650439 10.1654833 7.1421510 13.1552844 11.0996120 9.8295410 13.2361976 12.0961914 7.1227203 8.9110875 10.7339327 6.6796997 10.7315295 5.4573086 13.7353826 10.2784475 7.4955777 5.7636400 0.9181572 9.1954364 8.9801953 13.5307297 8.9446725 12.7808833 8.7060518 6.9349575 9.6954044 11.5040506 7.3569414 13.5133483 11.7092957 10.9926251 13.1950005 10.6520118 1.7255230 10.0780204 9.4475796 9.5392852 8.9068338 7.7730172 10.4794370 12.6602480 9.1965987 11.3623875 3.6185911 4.9842384 3.8250427 10.6185889 12.2735002 7.0109062 2.5031197 NA 11.5108397 13.0221745 11.1598880 7.4765696 11.0592983 11.8692517 12.6771010 10.7011473 9.3816736 10.5152705 5.2400777 11.0551402 4.7761303 9.2679833 5.7125655 10.1743579 7.8399898 7.6494682 13.3530255 9.7084977 11.7072752 10.6242134 1.7255230 14.5562173 4.8559648 4.6730362 7.0827037 10.3999485 10.4875301 2.7255012 9.1942735 10.0525754 8.2888366 12.2060058 6.0880737 10.6675995 11.5166669 1.2400700 11.1793626 11.1690396 11.0637629 0.5031452 10.5087361 9.1263834 1.2400700 10.3538194 6.1942742 8.5180618 6.1755366 9.6229174 9.5361308 3.2400700 9.0461434 5.8007912 10.7210693 10.6036601 10.8551550 12.8474075 10.4009571 10.8975743 10.3433651 11.6892259 7.7383281 4.7255067 10.1221088 10.2685358 0.5031452 2.7255012 NA 9.3979294 10.9603317 9.2355617 2.9181572 7.1469678 7.8665161 9.8716181 TCGA-DV-5566 67 0 NA 1398 kidney stage i t1a nx m0 female 2007 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.670033e-07 4.508417e-07 7.89473684210526 39.4736842105263 10.5263157894737 21.0526315789474 21.0526315789474 7.56904139 9.80713786 10.90755018 9.17581474 9.64090738 7.41358731 1.83725704 7.06902112 8.50966299 NA 1.68979116 4.42219936 7.74412812 9.24298685 6.48109385 10.75950333 12.04407747 6.68093473 9.90024734 10.26769005 11.88650267 14.58987144 10.22155873 11.14817486 7.62233960 6.18975341 6.91252532 11.35350034 5.47282566 0.02984156 7.77134948 9.49646894 9.98916016 9.92242548 1.83725704 1.83725704 7.94277194 9.60352973 10.41897607 8.72162626 7.19980778 2.35179791 9.67193428 10.84686623 6.28727096 10.32565153 3.48931172 10.41358689 10.75780309 8.17962948 7.77471657 1.83725704 10.56515798 10.28136501 10.58014841 7.50561627 NA 11.03789098 2.43722774 9.57658411 7.73032204 0.61485116 10.19604572 9.67644126 8.44562450 9.93996320 1.61485116 5.85006179 10.03480529 1.83725704 11.30076191 10.51218639 10.85762222 5.99566767 10.75552155 15.23447285 10.92923954 9.05916976 10.17962973 16.84862079 9.45509847 8.16173958 10.71331588 4.23933694 8.69521855 7.18470082 11.03445420 5.52173548 12.81941624 2.19981366 7.86312076 9.89716130 10.50561607 9.04110989 4.70230846 9.88085079 8.04390330 12.41870715 7.59212510 15.49144902 7.28254823 11.16037272 8.26828747 12.07905048 NA 6.68093473 13.56722235 12.47593202 8.02423600 NA 8.87066063 10.08787437 8.41789976 11.29461839 9.08245059 7.81451774 9.12131800 8.75269006 0.61485116 9.62420729 8.42862649 9.99422345 9.67913874 8.85643113 7.83078265 11.42620106 9.58925976 12.52348791 -0.97001713 2.02987689 9.99060861 9.88323895 8.59403193 9.82348587 NA 5.19980581 2.35179791 13.67992459 11.02882556 10.48675037 13.41142556 8.60731145 9.70407482 10.34333253 4.93677455 6.92470088 11.35011906 10.44086387 10.59641239 11.68994535 10.20355968 8.15658724 8.25870123 10.82956895 3.35181205 2.02987689 5.59973733 8.36973256 2.19981366 0.02984156 8.86277248 12.37348474 9.79972052 9.40709310 8.54163525 3.56282854 9.88708609 8.02423600 9.71076959 12.54175877 7.07427636 9.30017796 9.16173958 5.11734596 10.17071238 8.51772253 11.22217544 11.24784031 13.18105774 8.96627039 12.08787431 9.40383521 10.32679877 9.08333332 8.15658724 1.35179791 7.50966259 10.41034365 10.34188626 9.63533432 10.01002213 11.45378639 9.20105941 10.33137885 11.94669512 11.15400390 5.78477093 9.72598070 8.22827854 5.13840902 8.16173958 NA 7.90946591 6.69521855 12.94538856 10.24177084 9.21351789 10.50561607 11.16013141 9.23933598 7.94576219 10.95448358 9.36191922 7.48109385 9.11070019 2.35179791 5.21970677 6.49748782 2.19981366 7.77134948 5.38743492 10.76839716 6.58447100 10.51459976 5.14153906 NA 0.02984156 11.50054146 10.43715032 11.15497313 10.79599733 11.07427669 9.20105941 8.34049551 6.52861195 11.57049500 11.03515629 10.05916989 11.50485597 2.61485116 NA NA 9.92923947 9.35181072 8.70936267 7.65923957 13.61607735 14.53807973 10.27840323 7.01924822 10.31007343 -0.97001713 NA -0.97001713 2.93677926 13.87586262 7.06330555 8.28018105 11.52923024 NA 7.68809431 9.11617811 10.97093021 5.31528363 10.58830332 9.93225772 8.80631568 9.02423600 9.19604560 11.46242451 11.04145930 8.99566682 10.72902120 7.52173548 9.42616620 6.94874567 9.71550750 3.36688170 7.28585530 10.36247866 0.0020805 -0.0051227 0.0020805 0.0000000 0.0012481 0.0040243 -0.3524800 -0.0026322 -0.0548250 0.0020805 0.0020805 0.0020805 -0.0051227 -0.0051227 -0.5892100 -0.5892100 -0.5892100 -0.5892100 -0.0008316 0.0000000 0.0024969 -0.0192430 -0.0780110 -0.0780110 -0.3524800 0.0011093 -0.0022168 -0.0730760 0.0083351 -0.0085766 -0.0548250 -0.352 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.03761078 6.53767657 9.63165345 6.90842385 0.02984156 9.34503216 9.54361014 9.58280135 9.71112093 11.67690699 10.32622532 -0.97001713 6.77134948 9.78893851 4.23933694 8.06605635 10.34389933 9.16173958 NA 6.40492185 5.09597082 NA 8.85006148 6.67373873 10.47593199 10.75950333 11.31640283 7.76120149 1.61485116 NA NA 10.36247866 7.61859694 9.27662321 0.02984156 5.47282566 9.69166065 9.87458843 8.26828747 10.43395978 8.71813280 6.14882431 10.18975390 5.59973733 10.04110989 9.58830332 6.65193426 7.96357354 9.96061987 6.94277135 13.33779490 10.75439642 9.64551217 13.22209835 11.88314145 7.05778816 8.67734086 9.63628783 5.64459178 9.76035270 5.98407889 13.48289595 7.68451861 9.91862580 5.85006179 4.48931172 10.09664453 8.06605635 13.71397371 8.63906137 12.52348791 8.47075159 7.72685029 8.95914098 12.48662202 8.60731145 15.74976603 11.68994535 11.01679123 13.19604569 10.29432517 1.61485116 11.19258860 10.75907850 10.52873178 8.51772253 7.49340716 10.42862628 12.77482152 9.07290996 11.48263605 2.19981366 7.12791490 6.81124238 11.41223644 12.27409777 8.93977577 0.02984156 NA 11.46607361 12.72238913 11.19573176 7.11734596 10.34672979 11.7166020 12.7597157 10.7595033 10.2676900 10.2215587 6.0633066 10.9431461 5.9840789 9.0494734 5.0071641 9.5514829 6.2872710 7.0466908 12.5362968 9.3529375 11.3540632 10.2190895 1.6148512 14.0263120 7.2539808 6.3962040 8.9345021 10.8520550 9.5237380 4.7023085 9.2010594 10.2860913 8.7734211 11.6549065 4.7303248 10.6473500 10.0770065 2.7303139 11.6099056 10.8132901 10.3929223 NA 11.0557143 9.3404953 1.8372570 10.0114499 5.8627737 8.6129654 8.9247003 8.5416353 9.4417961 2.8372369 9.1960456 5.5217355 10.4103436 10.4173615 11.4011147 12.9453886 10.9465085 11.5259874 9.1107002 11.4816089 7.7947544 5.6880936 10.0508626 9.6701276 1.8372570 4.4893117 -0.9700171 10.6701276 10.8981226 9.2919774 3.4893117 7.6880943 8.8785056 10.0660562 TCGA-DV-5567 40 0 NA 2004 kidney stage i t1a nx m0 female 2008 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 1 4 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.02062554 10.27816449 2.26396585 8.04356816 10.19705853 6.15148340 3.16441623 5.90689060 10.10190124 NA NA 3.84891833 2.94202649 9.67278314 5.99369247 11.18182734 11.81483305 7.15148340 6.94952443 10.18599325 12.25226399 12.86872683 10.87596639 11.70676334 7.79377886 7.68574256 7.53199350 8.22897257 5.92692216 -0.64295479 9.26395810 9.70690157 10.09262343 10.03786648 2.67899584 0.35704521 7.89816420 9.40282704 9.16763917 9.55857875 5.11195357 4.69691747 10.32176928 10.40827634 6.19627064 11.13637643 4.95698128 9.87768613 12.34637322 7.76433487 6.70579548 0.94200771 8.98277630 9.38704475 10.75340464 8.04706555 4.18995894 11.01157817 2.05751959 8.67108421 7.47860057 1.35704521 9.76751874 9.26094916 8.65398363 8.92334026 2.16443232 4.91165803 8.96532226 2.88062676 11.49453892 8.83077314 9.78699716 5.88062921 12.48996313 13.18995744 10.28150886 9.00632355 11.03103893 16.13466309 9.25339984 8.40419127 10.58016414 4.74938409 9.29738105 7.90009938 10.54658313 6.51188545 13.71255618 1.77256135 8.09352004 11.90721295 11.20451631 8.50554403 4.46558926 9.41573564 9.42517393 10.40691597 7.72557417 13.89053223 9.81956968 9.96039239 11.29627930 11.07902103 NA 7.02949264 7.89816420 12.12752485 7.34575207 2.81649731 7.99731217 8.96439777 6.88062921 11.49437881 9.82569151 8.52071728 9.05837386 9.31416947 -1.64295479 9.70302697 8.29223235 8.98003444 10.83229423 10.02639549 8.42986992 11.71803521 9.67165075 12.73603958 -0.05799229 NA 10.26621052 7.91930969 8.55182436 10.42315657 -0.64295479 4.16442427 1.94204526 13.52421112 5.65168892 10.04137770 4.16442427 9.94858975 8.80930864 10.06183572 1.35704521 7.90973651 8.24733180 11.63260999 10.08200756 11.40677474 10.88258826 8.04356816 6.66995084 10.94343811 5.91165563 4.46558926 9.55120876 7.35706721 2.35707337 1.35704521 10.11529067 13.38428232 9.17164994 10.92597361 10.15188938 3.17264752 10.43921649 7.10190111 10.31950436 7.15796734 6.15796734 10.68096663 10.92810897 6.99006311 9.24200102 9.41505913 12.30305985 10.74562290 13.40712863 9.01267873 12.09642613 9.07474384 10.37039012 8.64823821 10.14047500 -1.64295479 9.07560028 11.81457658 8.23343082 6.84418351 10.03125968 10.84892052 10.17004685 10.76990188 11.40623530 11.06097100 5.95698128 9.60202588 8.49334071 3.35707337 8.43521811 NA 10.36163909 7.86287908 13.29632523 9.80827853 8.42046261 11.15756294 9.87915850 10.18123066 7.72338996 10.41270575 8.70911070 8.65512997 10.75901357 2.60499644 3.11194940 7.63086338 -0.64295479 0.35704521 3.11194940 10.91333397 6.57138709 11.02590148 5.51289687 -1.64295479 -1.64295479 11.14354125 10.35283454 11.29994841 11.18659198 10.28817431 7.98642402 10.35018980 6.24891239 10.90637083 11.88332213 9.88209873 12.08264671 1.81651779 0.94200771 NA 10.49693854 8.83280079 10.03786648 NA 12.72536926 14.28018596 12.16180349 7.57012286 10.31924049 -0.64295479 -0.64295479 NA NA 14.25833504 9.27742039 8.80930864 11.76672356 NA 9.09431473 8.82973795 10.99663427 6.68349716 9.26470930 9.07987487 9.59487489 8.49917460 9.34929760 11.54209768 10.27332018 10.16522722 10.87079500 7.52197412 10.09600417 8.01170360 11.18698832 5.17481785 7.69642789 9.66084824 0.00000000 -0.00013862 0.00249690 0.00013863 -0.00055444 -0.00304750 -0.00097017 -0.00387790 0.00041593 0.00000000 0.00000000 0.00000000 -0.00013862 -0.00013862 -0.00747200 -0.00232800 -0.00232800 -0.00232800 0.00083195 0.00013863 0.00346870 0.00402430 -0.00581400 -0.00581400 -0.00097017 0.00000000 -0.00097017 -0.01806800 -0.00069303 0.00287830 0.00041593 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.63783817 6.19627064 10.52166011 7.56315355 7.15511775 9.49341777 5.12525021 11.08363688 8.75474222 11.36489537 10.15756294 1.35704521 5.91165563 8.83077314 4.18995894 7.88649772 10.19193345 10.92810897 -1.64295479 6.70136330 3.31127059 NA 9.14985760 6.94952443 11.02329368 11.18182734 10.49497116 6.11861928 0.94200771 NA -0.05799229 9.88698599 8.11861877 9.14088421 -0.05799229 2.35707337 10.4298699 10.5128344 7.1740508 11.1547290 9.2312805 7.7407718 11.5290260 5.7916969 10.2855858 9.3856642 5.1644243 6.4914940 10.1728510 7.5834800 13.2693954 10.2107669 10.2992153 12.8766423 13.2416673 8.6132760 10.0099124 9.7754472 5.3457512 9.3278923 8.9532571 13.8311536 8.4603551 10.8211026 8.9307146 1.9420453 9.2033414 9.5188292 14.3580357 8.9900625 12.7360396 8.9029973 9.0832857 13.7426265 10.3421978 9.9485898 16.0404665 11.4067747 12.3355992 13.2058371 11.1808327 1.9420453 10.1367867 11.4776293 10.9772872 9.4150591 7.4285302 10.2208666 13.2139306 7.7472363 11.5485878 3.1644162 5.9936925 8.4966189 11.0631317 12.5444195 6.5017257 0.3570452 NA 11.9022732 12.5912861 11.7523284 7.5042724 11.2029495 11.8605205 13.2338721 11.1818273 10.1859932 10.8759664 5.5762349 8.2669603 6.7791323 8.7937789 5.4863508 9.9049260 6.1962706 8.4629758 13.4111511 8.1052601 12.3619024 10.8877176 3.1119494 14.2445975 6.6109628 6.8884486 7.2645890 9.7963789 9.4972581 1.3570452 9.5695638 10.0369873 8.6493891 11.5804659 8.6250246 8.9662462 10.8661001 7.1579673 10.8421420 10.4695069 9.6636988 NA 12.4093808 10.0892349 2.3570734 9.6857424 2.1644323 9.3815146 7.0081193 10.1518894 9.1167393 0.9420077 7.7080065 9.3514210 11.8145766 10.8591533 11.2751853 13.2963252 10.0531657 10.9637040 10.7590136 10.8950138 7.8020820 9.2150485 9.8195697 9.8967110 -1.6429548 1.5269702 NA 9.0661514 9.8183933 10.1891663 3.7493841 9.0943147 8.0435682 10.6358073 TCGA-DV-5568 26 0 NA 370 kidney stage i t1a nx m0 male 2009 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 2 4 2 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9144745 9.9835408 11.7770535 14.5495802 10.1421466 11.0251628 8.5912235 7.7293583 6.3148923 13.5042774 7.2783658 NA 8.9406563 9.1528354 10.1055483 9.7389184 4.0324888 0.4079509 9.0542603 9.3288506 11.0125547 9.2690883 6.8060327 7.9341744 9.5535091 10.8478324 7.0991637 10.5073493 6.0709667 11.0091532 11.1640018 8.8145610 7.6303938 4.0324888 10.7374241 10.5543580 10.3098740 7.6271698 1.8230564 10.0915810 1.6988408 9.6669600 7.3928944 1.4080053 9.7299296 9.6957139 8.6416212 9.3949717 -1.1769029 6.6368203 9.8850852 8.4432589 11.0798374 9.6182669 9.2834949 5.1084408 9.8030357 11.7721361 10.8205713 9.0190263 10.1095968 16.3273459 9.3038291 8.5112893 9.5903958 3.5234741 9.4042396 7.4414246 12.0924579 8.4023551 12.5301824 1.1449600 7.9777813 8.9197542 10.9503886 9.2566243 5.7888240 9.6957139 8.4023551 10.8813690 7.1038102 14.9489731 9.2356088 10.3189190 10.3529575 11.8813690 -1.1769029 6.9315637 14.4669234 11.4501168 8.0804269 3.9523242 7.9315637 8.5745829 9.1291006 10.9526440 7.9289476 9.1279608 8.3347917 9.0361431 -1.1769029 9.9111647 8.7626182 9.9367812 9.4285185 9.6027584 7.8783213 11.2241052 10.2191086 12.1754963 0.8230156 1.6304055 9.8633288 9.1948918 8.8850850 9.7815917 NA 4.4079985 3.0709732 14.3091198 7.8173924 10.7026222 13.1721129 7.6527618 10.4740907 10.3684862 4.6559299 6.3148923 9.2555810 10.3607427 10.9390580 11.1261747 10.2153564 8.3268649 9.6479978 10.6821855 3.6303938 3.6303938 4.1805935 8.6872252 2.1449600 -1.1769029 9.6802424 13.5422139 8.5458464 9.2377243 9.3208908 3.4669011 9.9302561 7.9954664 10.1308318 6.0128636 6.5441376 9.6630300 10.6376215 6.7178573 9.7931448 8.3660708 10.7877409 11.4952434 12.8455802 9.6863503 12.3857584 9.6303940 9.7471092 8.6887724 10.0458339 1.1449600 7.4919236 10.3138899 5.5642349 7.4768515 9.5928769 11.7293660 8.5712320 9.7522973 11.8896328 11.2064733 5.4668946 10.1706604 9.0955173 5.5372836 8.5879106 -1.1769029 7.8756068 6.3852809 12.9248506 9.4659932 9.3158936 11.2855413 10.6786861 9.4839262 5.0709646 11.2332068 9.5130371 8.0177961 9.8653824 -0.1769029 4.0324888 6.9051884 8.6221261 8.0470405 2.7299225 10.3148921 5.4812505 10.4682471 6.4313304 NA NA 10.9419801 10.7786889 10.8914814 10.5585950 11.2175017 8.0177961 7.5959146 5.8753894 11.4839263 10.7265443 9.7873799 10.6704879 -1.1769029 0.4079509 -0.1769029 9.9400327 9.8850852 8.8495624 6.0227118 13.4413098 13.9504692 11.0685917 8.0815106 10.3871885 0.4079509 -1.1769029 NA NA 13.3905198 7.3228845 9.3928946 12.0107004 -0.1769029 7.9445727 8.9626158 10.3890931 6.7830414 9.9797541 10.4610223 9.2865633 9.3328140 9.3078620 11.4576232 11.1167980 9.2783663 11.0010813 7.8060327 9.4671386 9.6646034 10.4234166 4.1449682 8.2826552 10.7321820 -0.05549900 0.01056400 0.00847430 0.55018000 0.00736090 0.00889200 -0.02370300 0.00694350 -0.01629200 -0.05549900 -0.05549900 -0.05549900 0.01056400 0.01056400 -0.54482000 -0.54482000 -0.54482000 -0.53875000 -0.03504000 0.01223700 -0.12564000 0.00555290 -0.02411400 -0.02411400 -0.01326400 0.00000000 -0.28510000 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6.729929 6.265983 9.981649 7.158429 13.151153 11.412690 9.735928 13.451826 12.549470 6.699556 8.559441 10.484372 8.202417 9.963230 6.144966 13.354786 9.291663 9.012864 6.488375 3.144960 10.620295 8.756730 13.467177 9.246155 12.175496 8.171767 7.051858 11.560709 11.203771 7.652762 15.980327 11.126175 11.112482 14.120421 10.875607 1.144960 10.706064 9.004191 10.862301 8.366071 7.677907 10.550109 12.635818 10.323881 11.180591 4.972785 6.249303 4.108441 10.752297 12.162054 6.206743 -1.176903 NA 10.350027 12.784579 11.064119 6.977857 10.767751 11.9566629 12.3672790 10.4336025 9.9835408 10.1421466 7.6622425 10.6724441 5.3928944 9.3288506 5.0898244 10.0626375 7.0991637 6.5645062 12.5274733 8.6174550 11.8004978 10.3563688 2.8230360 14.1812781 7.4806077 6.2576669 8.7489938 10.4972313 9.8823835 4.2493012 8.2576674 10.4089404 7.9702440 12.4161967 6.0709667 11.4236489 10.7377979 0.4079509 11.6681370 10.9699259 10.8650403 2.2824695 10.0880679 8.6158293 2.9105024 10.0821938 7.2534920 8.1268196 7.9078473 9.3208908 9.3600923 3.3466024 9.0017037 3.9929678 10.3138899 10.3856392 10.5699731 12.9248506 10.5994721 10.8478324 9.8653824 11.8845790 8.1359221 5.8564629 9.9510333 10.0282213 -0.1769029 1.1449600 0.4079509 9.9542529 10.5963473 9.0578564 1.4080053 7.9445727 8.4650909 9.4248098 TCGA-DV-5569 29 0 NA 355 kidney stage i t1a nx m0 female 2009 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 6 3 3 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.17354323 -1.41157918 8.38136385 9.60468554 11.34158153 8.56011727 6.58292777 5.35675654 10.29031335 10.69938332 5.36993404 11.29873443 6.02320212 10.81498598 11.64266927 8.00853395 6.64385619 3.67604169 11.14866774 10.04287302 10.64283891 7.70231608 -0.41138729 10.42138469 1.91050243 9.13257222 7.35012503 -0.41138729 9.83531430 9.84772857 8.64114173 9.78456107 0.91050243 6.34346112 9.46815705 1.17351125 11.36500679 9.66805848 9.66739171 4.75850040 11.08431638 14.34799386 11.01142694 9.11702797 10.12384916 16.64090830 9.22519828 8.13353835 10.17541357 4.58857673 9.10328781 7.13932009 10.19682856 6.91500334 12.80441007 0.67265163 7.60927627 9.50892655 11.01536264 9.00325900 2.75849507 9.75849873 8.68133084 12.05757956 7.48339177 15.23928040 8.72812528 10.37215322 8.16977421 11.56406349 NA 4.31649334 13.36726694 11.69480952 7.57156760 1.75851639 8.61509733 9.67404623 7.55724082 11.02632584 9.22247711 8.33844313 8.91275434 8.99902501 NA 10.02059359 8.14316277 9.89520506 10.27112951 9.29938022 8.08442893 11.92348389 9.92619561 12.53145476 0.58861271 1.17351125 10.15462776 9.33508816 8.51931112 10.11800431 NA 5.40875261 3.17354323 13.94299533 11.61941329 10.40115216 13.09822506 8.96686850 9.31052735 9.66137622 5.01483730 6.90598622 10.98115953 10.91416026 10.15652985 11.86700578 10.57548233 8.52226452 8.69840429 10.77592586 5.01483730 1.75851639 1.17351125 8.00008453 1.58856474 -1.41157918 8.47274444 13.55178594 9.55291458 9.88089532 9.70491777 2.49546493 9.71398718 7.64926983 9.55567756 10.55760050 8.11017425 9.00748061 7.74339177 5.85535938 9.64588860 8.87397587 10.77344906 11.14436113 13.51473073 8.96143870 11.89263980 9.13739568 10.45701051 8.89783396 10.40595716 0.17351125 7.01902577 10.82099472 9.23911397 8.24807035 9.47883796 11.72860464 8.90145674 10.27638686 11.75959412 11.36706162 6.13546920 9.75033551 8.20344932 4.51930915 8.04595456 -0.41138729 8.28727835 7.32328359 12.98551295 9.88663626 9.06126452 10.69186153 10.07037323 9.60538210 6.17353723 10.65011705 9.03255327 7.54857534 10.08542758 1.91050243 3.63296612 6.93287024 2.17354323 8.45893848 3.91050243 10.66805857 6.40875261 10.95919577 5.42411925 NA 0.17351125 11.13691404 10.56728418 10.99051990 11.00431550 10.68133093 9.07138164 8.97846308 5.90082093 11.64741107 11.30774863 9.90881021 11.45701051 1.58856474 0.17351125 NA 9.92508039 9.30881795 9.41353252 5.24678429 14.56949428 13.61531331 11.38014365 7.41120844 10.37034325 2.91050243 NA NA 0.91050243 13.64935411 8.18662634 8.91837013 11.86774901 NA 7.85770051 8.91177486 10.76131378 5.49546493 9.38217699 9.67802418 9.45275994 8.88548987 9.25213177 11.67852070 11.14603745 9.64791814 11.32095321 7.94612552 9.27682418 7.95707998 10.22927054 4.73567922 7.81957878 9.91724869 0.00062617 -0.00650500 0.00180300 0.60937000 -0.00719580 -0.00290910 0.00388540 0.00444110 0.00221930 0.00322710 0.00322710 0.00062617 -0.00650500 -0.00650500 -0.63434000 -0.62236000 0.00124810 -0.62417000 -0.00595220 -0.00539920 0.00000000 -0.00290910 0.00013863 0.00013863 -0.00277070 -0.00277070 -0.00069303 0.00097064 0.00291330 0.00791750 0.00221930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8912127 6.2467843 10.2885799 6.5068399 1.7162008 8.6720530 6.9505174 9.6234345 9.0993378 11.2964247 10.2069593 -0.4113873 6.3300402 9.2976575 3.4954649 7.4924557 10.2959329 7.7433918 NA 6.2032834 4.5658530 -0.4113873 9.1622209 6.7584991 10.0105965 10.9494208 11.0711423 8.1238493 NA -1.4115792 NA 9.9905198 7.4864191 9.1345036 -1.4115792 6.1277323 10.459709 10.331304 7.867023 10.658024 8.666725 7.048005 10.538036 5.621996 10.115562 9.843012 5.928425 7.135468 10.147473 7.516352 13.413085 10.405957 9.894066 13.591960 12.997457 7.654663 8.548576 10.016934 7.829365 9.796198 6.336767 13.462979 8.230625 9.401553 5.395930 3.112133 9.678686 9.134504 14.036851 9.085428 12.531455 8.536941 7.932870 9.492456 12.395224 8.966868 15.982584 11.867006 11.710107 14.195528 10.770347 -1.411579 10.440323 11.152485 9.854189 8.873976 7.326666 10.215652 13.027301 10.457011 11.485663 5.434064 6.188486 5.997965 11.185695 12.451211 6.616480 NA NA 11.890499 12.930857 11.550378 7.127732 10.801982 11.7149556 12.9265440 10.9494208 10.2676140 10.1175162 6.6164797 10.8373908 6.6760360 9.1013142 5.4465540 10.0978540 5.3699340 6.5193107 13.0972896 8.9273101 11.7567758 10.5966521 1.9105024 13.8297749 6.6505118 6.3567583 8.6452657 10.4285648 9.9841080 3.3959265 9.2565722 10.1861608 8.7204307 11.4833915 6.7484451 11.7018276 10.9955759 1.1735112 11.2772612 10.6859475 10.4792180 -0.4113873 11.2636487 9.6254342 2.0479920 10.1674181 4.3699340 9.1082100 8.5089266 9.7049178 8.9553003 4.4214657 9.0653200 5.7484451 10.8209947 10.4297449 10.9665976 12.9855130 10.6720530 11.1270052 10.0854276 11.4999657 7.7178567 5.8269781 9.7003615 9.6025942 3.0480094 5.3132241 NA 11.2423145 11.0081337 9.6274927 2.6760417 7.8577005 7.8028931 10.0592326 TCGA-DV-5573 41 0 NA 1130 kidney stage i t1a nx m0 male 2008 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 7 1 3 2 2 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.3732062 11.4465442 9.7518560 9.2533807 10.6164929 8.0345629 2.5312941 7.9040830 9.4595060 0.7239517 0.6688453 4.6781452 6.1076544 8.8913681 6.2861918 10.9659332 11.9672728 7.4687837 10.8027680 11.0517834 11.5686558 13.9926627 10.2426032 11.2657727 8.8926220 6.4381964 7.0815015 12.0331422 6.2785387 -1.2761357 7.6635289 9.7040897 10.1596204 9.9653374 4.6065903 1.7239517 8.5803754 9.7246544 11.6197147 9.5473174 7.3238627 12.4781068 10.0087741 10.3999071 6.1751613 12.3168742 6.9187070 11.0433399 10.2737348 8.1205546 7.9113021 3.5819297 11.3331288 10.5631538 10.7122797 7.5248496 2.1833912 10.3711701 2.4852465 8.3857283 8.0000744 0.7239517 10.4937879 10.0754414 8.5710074 9.9384271 3.9718746 7.0902723 9.2231382 5.4654162 11.7685149 10.1022449 8.4467574 5.3238636 10.7483833 12.3323204 11.0390996 8.9467449 9.6517280 15.7426067 9.5361273 8.3404991 10.8982516 5.0815015 9.9394831 7.5473172 9.6569030 6.4174374 12.6046815 2.4266136 8.5728859 8.2494709 9.7987605 9.2746968 4.6781452 9.5377313 8.6020010 12.1984165 7.8246126 15.7130591 8.7532371 10.4344250 8.9907365 11.7044467 1.0458623 4.1502185 14.1164017 11.0951822 8.0070385 7.0815015 8.7940711 9.9712843 9.2426032 10.6532085 8.6825027 8.8938752 8.7281705 9.2287692 0.3089433 9.9575698 8.4139482 9.5369294 10.1859410 9.9569705 8.6605878 11.7096408 9.5061292 12.5458237 3.6308364 0.7239517 9.9242356 9.6817776 8.9730636 10.2928562 NA 4.1833833 5.1162691 13.7228049 10.8574134 11.0486932 12.2023405 9.0957267 9.5441291 9.7866708 5.8007653 6.7012302 11.1264292 10.8308401 10.7295746 11.5682047 11.0757175 8.6050639 9.0548669 10.7299254 5.4104497 4.1502185 2.8114094 8.2416195 4.2785424 -1.2761357 10.0000745 13.2045510 9.5935439 11.2227992 9.5881361 3.8532372 10.4565415 7.8609411 9.2595074 11.6344054 6.6723178 9.3839459 6.4104514 5.5183652 10.1285594 8.8441879 11.2589824 11.4877849 13.4737148 9.1237940 11.7549620 9.0254463 10.1328105 9.3767950 9.4578128 1.8938670 8.0458781 11.1674117 10.1061742 8.0721251 9.6911763 11.2722904 8.4535707 9.9094449 11.4444081 10.9629518 4.5819297 9.8114129 8.0050457 6.5756996 7.2077660 NA 8.7477043 7.2746968 12.6095511 10.9263800 9.0604565 10.8223112 10.2519157 9.2006963 6.4174374 10.7645823 9.2168048 7.5216114 10.4738195 1.5313191 4.8324749 6.5756996 4.8736951 7.3750021 6.1666452 10.6861231 5.1333416 9.1173405 6.5954246 4.1833833 -0.2761357 11.2706034 10.4817568 11.4220036 11.0464416 10.9239291 9.2861925 9.4859084 6.1892711 10.4821733 11.1707749 10.0430576 11.8636613 2.4243847 0.7239517 NA 10.2592254 9.4165655 9.5950853 6.9575699 13.0087019 14.2020245 11.1828692 8.2657632 10.1168041 -0.2761357 1.5313191 NA 3.5819297 14.9764677 8.0047210 9.4165655 11.6879299 NA 8.9309644 9.0924020 10.8831907 6.7183041 9.9695028 9.7893662 9.8850820 8.7954124 9.5950853 11.3662275 10.3954911 9.4896505 11.2411273 8.1730989 9.9671419 6.9431184 10.1910461 4.9718792 7.8695254 10.2421114 0.00471900 0.00847430 0.02062300 0.46502000 0.00097064 0.00110930 -0.00609040 -0.01931400 -0.01850900 -0.01243100 -0.01243100 0.00471900 0.00847430 0.00847430 -0.49120000 -0.46696000 -0.46696000 -0.46696000 0.00847430 0.46502000 -0.47374000 0.00110930 -0.00774820 -0.00774820 -0.00609040 -0.00553750 0.00416320 -0.47427000 0.41563000 -0.02452400 -0.01257600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.465 0.465 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.465 0.465 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0202927 6.3750012 9.5272739 6.9456826 -1.2761357 8.7323788 9.8173676 9.3621687 9.0693552 11.3779975 10.2611684 2.0458623 6.3089124 9.3857283 4.8532322 7.0989890 10.7683441 6.4104514 -0.2761357 7.4654170 5.1333416 0.7239517 8.9075853 7.8219818 10.7514103 10.9659332 10.8329841 8.5896834 0.3089433 3.1162649 1.5313191 9.6766912 8.3533065 9.4552691 0.3089433 8.0902723 9.716888 10.366904 8.229761 10.427854 8.848071 6.858376 10.714054 6.511852 9.618768 9.887600 6.286192 6.618767 9.977207 6.346001 13.116804 10.568263 10.045315 13.410505 12.825351 7.255332 9.125896 10.025446 7.482173 9.878768 9.094637 13.218306 8.231745 9.355127 5.063801 2.424385 10.271327 8.448464 13.147000 9.587362 12.545824 9.139692 8.048130 10.850332 10.175676 9.095727 14.752914 11.568205 11.604490 13.489961 11.105763 2.531294 10.859980 9.894501 11.139692 8.844188 8.103328 9.977207 12.742324 11.811910 11.750992 6.531305 7.171034 6.231745 11.318275 12.735090 6.654688 4.367804 NA 10.623685 12.836797 11.601794 7.431310 10.815716 11.1712916 12.6135491 10.9659332 11.0517834 10.2426032 8.6781462 12.1371813 7.1792772 9.4995603 5.5053098 10.2357028 6.1751613 7.0638006 12.3861578 9.3266490 11.8527500 10.5122606 1.0458623 13.3276923 9.0183410 7.8007660 8.1685924 10.2923812 9.8318210 5.9431196 8.5003830 9.6157337 8.4654170 11.4723526 7.1076544 12.5620706 10.1725826 2.8114094 11.5875556 10.4239562 10.4230887 0.7239517 10.6620594 9.9563709 6.6664640 10.5256584 7.9551710 8.8285488 6.7295745 9.5881361 9.6031580 5.6428142 9.0458781 6.3533074 11.1674117 10.5252543 11.4913069 12.6095511 10.6046815 11.1575355 10.4738195 10.7553066 7.6126931 7.1418027 9.6225514 9.6111707 2.3089142 5.2001708 1.3088851 10.1648192 11.1352624 9.3377396 5.1668922 8.9309644 8.6679301 10.2001900 TCGA-DV-5574 37 0 NA 2016 kidney stage i t1a nx m0 male 2008 NA no 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 7 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.20202e-07 1.734007e-07 4.54545454545455 31.8181818181818 13.6363636363636 18.1818181818182 31.8181818181818 8.5739425 10.7932739 7.5142162 9.3177416 10.3896316 8.6904073 8.2052439 7.8980953 9.1960016 1.1773438 1.7347855 3.2362324 5.6798376 10.3321560 5.8497641 11.2414069 12.6712767 6.6530715 9.4149461 10.0038864 11.8641301 13.6109098 10.2532626 11.5116111 9.3126196 7.4871929 7.5348896 13.9196122 4.0518071 NA 9.8754347 9.1584294 9.9007144 9.6408622 3.6367638 1.7623063 8.7008999 9.5341566 12.2953055 10.3134745 6.6798376 8.9576041 10.1320188 10.6811636 6.1080749 12.2250298 8.9255307 9.8538826 11.1939140 8.9868381 6.4750184 4.4503535 12.3454876 10.1946102 10.3031817 7.8846968 1.6916682 10.3707647 1.7623063 8.6271742 7.9477263 -1.4077463 9.5164454 10.1036339 8.6340345 9.4411625 3.6798404 7.0681086 9.2067448 7.4409979 11.7566538 8.1021505 11.4286230 7.2253704 10.7687916 15.1557206 11.2775621 8.3455920 11.0225665 15.1445040 9.4005352 8.9097878 8.3753736 4.2928186 9.9433145 7.8800880 11.2716355 8.7871320 12.7490115 1.9901925 7.8509175 7.7164964 11.1871665 9.4181292 5.5810589 9.3555876 9.4696595 11.5660727 7.5867287 15.1880495 9.7478261 10.0895436 9.8271928 11.2015540 NA 7.3338423 12.0226972 10.2788758 7.4472436 6.3405676 7.7920478 9.6381350 8.8509413 10.5319545 8.8163770 9.5392816 9.0363550 9.5739425 NA 10.1056095 9.1913583 9.5007680 9.9889802 10.0741748 8.3737352 11.8372297 9.6851325 12.6469796 5.4252646 2.9846987 9.8771995 8.7446603 8.3049025 10.2744921 -1.4077463 1.3997180 3.6367638 13.7880167 8.6340345 10.4898426 10.4962572 9.0932171 8.9836190 9.5370873 6.4688928 5.9052594 10.3819090 10.8476990 9.3296226 11.5776089 10.9452464 8.5710859 10.2330722 10.4390410 6.2217321 3.8403021 5.2647991 7.8066946 2.6798291 -0.4075549 10.1026450 13.1514536 8.3439194 9.1829624 10.1707481 1.9142966 9.6745244 7.6851321 10.1383871 11.7394212 8.1603313 8.9007144 6.7522468 6.6761743 9.6388173 9.2594869 11.0869810 11.3192321 13.7981686 8.9879095 11.1088141 9.4977622 9.2488002 9.6857928 7.2180846 -1.4077463 8.3835384 11.7610474 9.6462876 7.0388378 9.0548775 11.2603739 8.2253704 10.3485146 11.6550961 10.8127536 6.1546176 10.3708632 8.7435443 5.3338423 7.7920478 -1.4077463 8.3505985 7.5895545 12.9948545 10.0604902 8.8042637 11.6081388 8.8235965 10.3737350 6.9760795 10.5123671 9.0507819 7.3965063 10.6761870 3.2362324 5.2070846 8.6476577 2.7623063 7.1431219 6.6202814 10.5930796 6.5112387 10.6696083 6.3682166 NA -1.4077463 11.0394585 10.2683324 11.0789590 11.3126196 10.3712738 8.9029882 8.4897974 6.5563114 12.1010367 11.1966969 9.9733774 11.4141493 1.9142966 -1.4077463 NA 10.1820264 9.3074793 9.6429042 5.3737352 13.7908204 14.6349538 11.7224632 8.2921734 10.3823164 -0.4075549 0.1773438 -0.4075549 3.2928112 14.6778893 8.1507962 9.5082547 12.6902428 -1.4077463 8.9521250 8.9846392 11.3215712 5.2928149 10.5418373 9.1517523 9.4013395 8.4125542 9.5574380 11.1674418 10.0553887 9.8538826 11.1610440 8.6202814 9.5647880 9.7242323 10.9806617 5.2875351 7.3304679 10.1208295 0.0740700 -0.0018502 -0.1260700 0.2450800 0.4286700 -0.0024041 0.0000000 0.0071727 0.0588870 0.0740700 0.0740700 0.0740700 -0.0018502 -0.0018502 -0.1260700 -0.1260700 -0.1260700 -0.1260700 -0.0086253 0.2450800 -0.0019887 -0.2014000 0.0035586 0.0035586 0.0000000 0.0030001 0.1065200 -0.0015732 0.0073118 0.0066162 0.0588870 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 0.245 0.245 0.000 0.000 0.429 0.429 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 0.245 0.245 0.000 0.000 0.429 0.429 -0.199 0.000 0.000 0.000 0.000 0.000 9.7414874 6.7319272 10.8664622 7.0490175 -1.4077463 9.0259606 10.5234822 10.3940918 10.1593807 11.0327981 10.6220077 2.9142966 6.4125546 9.0589618 4.3202969 7.5610420 10.5799946 6.7522468 NA 6.0518071 4.7216570 1.5923972 9.2849909 6.5810604 9.6128692 11.2414069 10.8090545 8.2523712 1.1773438 -1.4077463 -0.4075549 9.8048717 7.5667900 8.8379281 1.5923972 6.9143038 11.1904278 10.3831311 7.7164964 10.1584293 8.8766210 6.7969468 10.8944430 5.1001703 10.0751832 9.1820266 6.1469647 7.9143032 10.3827238 8.9131758 13.3635037 10.3489316 10.3741449 12.8666079 12.3660297 7.6285491 9.5436600 10.5824793 8.2910800 9.7629263 7.1237572 13.2016695 9.1237567 8.5171879 6.0681097 4.3472617 11.1031395 9.7459274 13.9121885 9.1149567 12.6469796 9.0981869 7.3472626 11.6076161 10.7757006 9.0932171 14.2779728 11.5776089 11.6463012 13.3397291 10.7929675 1.9142966 10.3049023 10.8751742 10.9814688 9.2594869 7.7087190 10.1740467 13.1719270 11.3896316 11.7915875 5.3338423 5.1922889 7.1276508 10.8760425 12.4181292 6.6367696 -0.4075549 NA 10.5145880 13.1009129 11.5282715 7.5523771 11.1083215 11.529933 13.168151 11.241407 10.003886 10.253263 7.620281 12.213053 6.796947 8.809121 6.487194 10.431579 6.108075 6.859162 13.235383 8.929997 11.762144 10.624765 2.177344 12.790744 6.587464 6.517187 8.280346 10.333421 11.031687 4.762301 9.143122 10.306621 8.710018 11.779727 8.043586 12.507228 11.843118 4.115940 11.857258 10.550203 10.786824 1.592397 11.051551 9.719080 3.177344 10.765740 7.514216 9.198780 8.301459 10.170748 9.243867 8.078205 8.715203 6.923292 11.761047 10.817884 11.197160 12.994854 10.436296 10.897297 10.676187 10.816678 8.342245 7.611966 9.700900 9.555994 2.051790 5.772284 NA 10.856231 10.098365 9.640862 5.001766 8.952125 7.971754 10.301890 TCGA-DV-5575 52 0 NA 1729 kidney stage i t1a nx m0 female 2007 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 4 3 7 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.97530918 6.03116137 9.91473164 6.39980512 11.15913826 11.95318949 7.50216668 9.22722532 10.37348813 12.00786036 15.22170233 10.30055333 11.27041138 7.76355300 6.31234207 7.21923242 12.08121558 6.03116137 0.31231665 9.12612315 9.38022446 10.16148653 9.71960974 2.89729852 1.04928225 8.58068896 9.79212230 11.11270274 9.60159253 6.19498530 4.39980683 10.26265490 10.64698776 5.68157576 11.59272621 6.85666207 10.51324063 11.32659504 8.53151052 6.88219795 2.31234570 11.02085122 10.06667288 10.73370565 7.95860085 NA 10.66062758 1.89731788 8.76903877 7.85408419 0.31231665 10.09915618 10.00117509 8.52666120 9.43410005 1.31231665 6.42086637 9.28170938 3.89730820 11.52827945 9.63276660 9.67428585 6.17032369 11.33234274 15.31417536 10.65737759 8.62975476 10.19549439 16.20399919 9.82541168 8.17446285 9.90604442 4.65811435 9.89291464 7.90728848 10.69496609 7.24701605 12.73851943 1.72739772 7.80138697 9.07721362 11.22573012 9.14628635 1.89731788 9.73930554 8.60389632 11.54536247 7.74697040 15.45090304 9.02887576 11.04897225 8.71606423 11.83459663 NA 4.97530918 12.73991679 11.77858847 7.89980703 4.91720259 8.23517417 9.53553939 7.40685976 11.44462757 9.68593227 8.91720408 8.97293213 9.45700035 -0.27264585 9.80285866 8.39271540 9.75459442 10.35445734 9.78198387 8.41737744 11.71642449 9.99709069 12.89197227 1.31231665 1.31231665 10.19447555 8.57756629 8.12825886 9.92090496 NA 4.70466174 -1.27264585 13.70559841 8.99182226 10.50093089 11.23814370 8.70465932 8.80285882 9.54596181 3.93683578 6.93195011 11.05661530 11.12318144 9.66989399 11.74280158 10.83721020 8.87331183 8.28771238 10.61307595 6.82541168 2.31234570 6.96099931 8.32729260 -1.27264585 -1.27264585 8.85150076 12.83115911 9.94896667 10.07831869 9.65811685 3.48226747 10.12985869 7.88472673 10.08330313 14.16191004 8.27812650 9.81550530 9.52098279 5.42782068 9.97114863 9.23913211 11.58185840 11.11889164 13.40311611 8.82865919 11.22722544 8.96099931 10.35628073 9.35764657 10.37213711 1.04928225 8.31234207 11.46462687 11.95795395 8.27664461 9.88029814 11.58536055 8.84891302 10.34484702 11.52686353 11.05857640 5.52179514 9.72031780 8.21772898 5.45530091 7.11969647 NA 9.01739834 7.43818638 13.11828740 10.27908784 8.73300413 10.81318395 10.21018744 10.15678630 8.50709889 10.83971478 9.04026259 7.54755856 10.35308837 3.04929968 4.70466174 8.36581543 2.18681746 6.98947398 4.15364323 10.86405031 6.74974744 9.61078660 5.79109775 NA NA 11.17058214 10.35354484 11.21672579 11.21747829 10.13677046 9.01624558 9.23613501 6.82946017 12.27174031 11.47494318 10.07278485 11.32100408 -1.27264585 -1.27264585 NA 9.58613759 8.46039487 9.52423042 6.78266149 14.30846241 15.50656025 11.77807849 8.80714430 10.17084117 NA -0.27264585 -1.27264585 -0.27264585 14.53968222 8.36762442 9.33193268 11.72843581 NA 7.00815070 9.00137329 11.23021136 5.63427089 10.12184223 9.49721735 9.69099808 8.82409477 9.33007835 11.47683003 10.86820932 9.75459442 10.93683291 8.13464707 9.82935520 7.67282344 10.64176466 5.13405251 7.63384893 9.54035901 -0.00443120 0.00000000 0.01978300 0.01516800 0.00805670 0.00957230 0.00000000 -0.02808100 -0.05967400 -0.00443120 -0.00443120 -0.00443120 0.00000000 0.00000000 -0.50981000 -0.50981000 -0.50981000 -0.49819000 0.01964300 0.02230400 -0.50809000 -0.51135000 -0.00110870 -0.00110870 0.00138680 0.00013863 0.00722170 0.00285490 -0.01519100 -0.03776200 -0.05967400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.511 -0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.511 -0.511 0.000 0.000 0.000 0.000 10.1770441 6.6342694 9.9227518 7.1483078 -0.2726458 9.4407660 10.0017576 10.6026105 8.2111952 11.0938875 10.1924357 1.3123167 6.6100223 9.3864836 4.8371561 8.0265876 10.4905919 9.5209828 -1.2726458 6.4688472 5.0849317 0.7273542 8.9941662 7.3347095 10.1386998 11.1591383 10.6966330 7.9894745 1.7273977 1.0492822 -1.2726458 9.6917205 7.3198365 9.3757371 -0.2726458 6.1282583 10.1868111 10.4843528 7.7273793 11.1811646 8.7745034 7.1367707 11.1056744 6.1868115 9.9190556 9.6706269 6.1110835 7.1744623 10.3207707 7.2934339 13.3891576 10.2051378 10.1271915 12.9770856 13.0255137 7.4033368 9.4424835 10.0871290 8.0334412 9.5752199 5.9368334 13.2936120 8.4586986 9.4518933 5.4955641 2.8972985 9.8809316 8.7880755 14.2799586 8.9621970 12.8919723 9.2041258 8.0915142 9.8527931 12.5719873 8.7046593 15.5845587 11.7428016 11.8110251 13.3701646 10.7010769 0.7273542 10.7901003 11.2331911 10.6804847 9.2391321 7.6698942 10.2524109 13.0650711 10.5058674 11.8598793 3.1868175 6.3784319 6.7772277 11.1783330 12.4991785 6.5602702 NA NA 11.8359040 12.7190785 11.6790176 7.5915657 11.0824553 11.598900 13.192818 11.159138 10.373488 10.300553 7.162008 11.636523 6.965784 9.192946 5.760804 10.368076 5.681576 6.956198 12.867722 9.433876 11.743143 10.402896 2.049317 12.797500 7.052595 6.448478 8.044815 10.253390 9.955597 5.495564 9.405980 10.769723 9.360120 11.333553 6.334709 11.564416 11.185530 1.049282 11.923213 10.436032 10.788751 1.727398 10.670261 9.812852 3.371238 10.359466 6.049308 8.991822 7.190904 9.658117 8.920264 5.585359 8.872038 5.203111 11.464627 10.475572 11.092335 13.118287 10.404659 11.084107 10.353088 11.039128 7.631261 6.084932 9.698923 9.560270 2.727376 5.622198 -1.272646 11.099428 11.052235 9.737208 4.186810 7.008151 8.128259 10.262169 TCGA-DV-5576 55 1 727 NA kidney stage i t1a nx m0 female 2008 NA NA 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 1 4 1 2 2 2 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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18.1818181818182 13.6363636363636 8.5761374 10.4537863 6.2043325 9.2793756 10.1470246 6.9208554 8.3142230 7.8215559 9.6093679 NA 0.8896293 4.4503535 5.0755027 10.0715344 6.2259208 11.4901072 11.8544108 5.8531099 7.8623293 10.1615666 12.1140003 14.0403595 10.9960688 11.4721551 7.5102230 9.2870975 7.2750676 9.7814205 6.0755027 NA 9.5549727 9.3350656 10.3292599 10.3746610 3.5677036 -0.4322599 9.5153456 9.0764939 7.9053304 9.2853851 5.6866490 4.4256876 10.1741139 10.3445529 5.5219050 10.2427836 4.1824222 10.2205537 11.3394044 8.0635639 7.5535510 0.8896293 8.5507022 9.7722798 10.7844545 8.0794613 3.2207633 11.0867527 2.4659222 9.0048261 8.0535382 NA 9.9797491 9.2681485 8.8600304 9.4180518 1.7376435 4.5219050 9.1825657 3.6551686 11.3633425 9.8096918 9.0605633 6.4685752 11.1787081 11.9705875 10.0912706 8.6148324 11.3219699 16.3327940 9.4587328 8.3556114 10.5556832 4.7174571 9.3710326 7.7426342 10.9343041 6.4745999 13.2955759 2.7011054 8.4960640 10.3313360 11.2729090 8.8156363 5.4865728 9.7488609 9.4587328 11.6061133 7.7225268 14.3378372 9.5334929 9.8454319 10.7950238 11.4606309 NA 7.4745991 10.4629053 11.8239173 7.5983756 -0.4322599 8.0414144 9.7692200 7.6311036 11.5523051 9.8019274 8.4287956 9.1545485 9.5499893 0.1526377 9.9600261 8.4131989 9.8391717 10.4579729 10.0655605 8.9318432 11.3871653 9.9030990 12.4710257 -0.4322599 -0.4322599 9.7917104 8.4195827 8.6229911 10.3576498 NA 4.0912682 4.3750603 13.4266610 8.4334419 10.2672811 9.6564969 9.5435566 9.1375642 10.0946969 2.7376435 7.8646251 8.6969915 11.4192625 10.3738555 11.3746872 10.8321512 8.4880614 6.4564513 10.5255362 6.3621244 3.4256876 8.3474278 7.7673807 1.1527026 1.1527026 9.8680612 12.9908902 9.5956146 11.5743854 10.0028580 2.5722106 10.2196573 7.3686086 10.2057327 12.1125524 6.8805913 10.4303460 10.6073132 6.1750395 9.7199935 8.8286281 11.9604286 10.7679943 14.0372869 8.9318432 11.9176810 9.4526424 10.1526712 9.0745121 7.2577065 1.1527026 8.6257004 11.4625264 9.7594219 7.5426109 10.6148326 10.7566065 9.6458594 10.6277290 11.2515805 11.0792143 5.7771619 9.7686073 8.6214310 3.8156369 7.9855613 -1.4324546 10.3702250 8.0106523 13.1043201 9.9701879 8.5956148 10.5983758 10.2489471 10.1819584 7.8918894 10.7714390 8.8963836 8.8907634 11.0286764 2.9600297 3.9939732 7.6391714 1.3750672 6.3490680 5.5900750 10.8478995 5.9770990 10.4399987 6.6695271 NA 2.6551686 11.3114912 10.5890357 11.3613120 10.9495219 10.9874056 9.3441416 10.1882814 6.3130136 11.4738477 11.4545484 9.9345772 11.7644645 4.1223000 0.8896293 0.1526377 10.2763615 8.9373061 9.7085383 NA 12.8929438 14.6832197 11.7641571 7.9038138 10.2986033 -1.4324546 -0.4322599 NA 3.4746048 14.6313144 8.4730957 8.7612341 12.0459727 NA 8.6525170 8.7336960 11.0517763 7.1601659 9.5406885 9.1460814 10.2823835 8.6762332 9.4100591 11.4025747 10.4041536 9.9131140 10.9648485 7.6418502 10.0535379 7.9120043 11.3202984 5.4174576 7.3852679 9.7275800 0.00211830 -0.00871460 -0.00705760 -0.00180140 0.00000000 0.00166420 0.00680440 0.00513590 -0.02520900 0.00263570 0.00263570 0.00211830 -0.00871460 -0.00871460 -0.00083160 -0.00083160 -0.00218160 -0.00218160 -0.00055444 0.01460900 0.01223700 0.00300130 -0.62941000 -0.33237000 0.00291330 0.00291330 -0.00207840 0.00499690 0.00917050 -0.00124730 -0.02520900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.607 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.607 -0.607 0.000 0.000 11.1738825 6.6604652 10.1112238 7.5983481 2.8896293 9.6059419 11.3956468 11.1943143 8.2025196 11.1318057 10.3874886 2.4745918 5.6445254 9.2339326 4.0271364 7.4925214 10.2585797 10.6073132 -1.4324546 6.2187599 3.8531074 NA 9.0971393 7.6038822 10.7335578 11.4901072 10.0639633 6.8108826 0.8896293 NA 1.1527026 9.6478601 8.2507035 9.4403836 -0.4322599 2.3750672 10.4214080 10.2690151 7.5102230 11.5015837 9.6351431 8.3192526 11.2746363 4.2115652 10.2930749 9.0220079 6.1897613 6.8805913 10.0250896 7.4411531 13.3146428 10.4419216 10.0660593 13.1163500 12.8380040 7.6551715 9.7066203 10.0419217 3.8531074 9.7575332 10.2388074 13.4719669 9.1117072 9.5535506 8.9108945 3.0271364 9.4311206 8.7501030 13.5655938 9.6617863 12.4710257 9.0116882 8.3926673 13.7798630 10.9944976 9.5435566 15.3246037 11.3746872 12.1912473 13.1472014 11.1404089 -0.4322599 10.0680526 11.2196573 10.8513758 8.8286281 7.7820278 10.3230135 13.1642479 7.2990276 11.4503517 1.8896293 5.9252613 8.5648880 11.1027410 12.5772749 5.7275802 1.3750672 NA 12.1582957 12.5025052 11.6464832 7.5072880 11.1724935 11.7960764 13.1791946 11.4901072 10.1615666 10.9960688 5.9164360 9.8055161 5.6229918 8.9373061 6.7917099 10.0358236 5.5219050 6.9030985 13.4992172 8.7844546 11.8811586 10.9944976 3.0912767 14.2268126 5.1628545 6.3878881 7.6980219 10.2419009 9.4495874 1.5676915 9.5698205 10.1000646 8.9362151 11.4910361 8.7338719 8.2419007 10.8082019 7.3814902 11.2250271 10.3087543 9.8114778 0.1526377 12.1505563 9.8356658 0.8896293 9.9765691 5.5789357 9.2629370 7.6814507 10.0028580 9.1196283 2.2681349 8.6311039 8.3209255 11.4625264 11.0740163 10.8412129 13.1043201 10.3552032 11.1104987 11.0286764 10.6131271 7.8180069 8.9241608 9.9158836 9.8788893 -0.4322599 5.4552351 NA 9.3926673 7.8325268 9.9855612 4.2401311 8.6525170 8.2681485 10.4151576 TCGA-DV-A4VX 59 1 1626 NA kidney stage iv t3b n0 mx male 2008 NA no 0 kidney clear cell renal carcinoma 40 NA black or african american not hispanic or latino NA NA 3 4 4 5 4 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2993445 11.3639746 10.8533218 8.1189639 9.6842530 8.1795499 0.3278023 6.5688788 8.2195848 NA 3.7937711 6.2226191 7.5662055 7.1606913 8.8075813 9.7039264 12.4087850 3.8513593 8.5733537 10.4519223 11.7225316 13.5801101 10.2459188 11.0002263 8.0351603 4.4152652 6.1222171 15.7850857 6.4570837 NA 5.8196529 9.4337096 8.4775482 11.1347533 3.6497304 2.3278023 9.1351560 8.8454703 9.9155786 7.2585387 7.0282409 8.1511683 9.2451731 10.8828694 8.5898957 9.0090395 5.4775478 11.1395771 9.1527597 9.3515552 7.9535097 4.1351572 10.4032801 9.5638152 10.7158182 7.8552778 2.6235157 10.0523148 0.9127265 10.0557214 8.6406838 2.1351408 10.8331164 8.4545053 9.0540193 9.2980362 3.3278023 6.2819968 10.0230292 1.3278023 11.2863537 11.1331418 8.3418212 0.9127265 9.3472945 13.6359267 11.1869475 10.1148873 8.3830835 16.0198988 9.0910132 7.7994759 11.7284136 4.5372526 8.8096003 7.1351562 10.4583715 5.5945874 11.5715700 2.3278023 10.2549641 9.5250176 8.2406902 9.1904383 5.7028404 10.1439847 8.9877969 11.7851818 6.9931365 14.4666331 6.7456542 11.5326258 6.5469701 11.4323997 -0.6723126 1.9127648 14.9042853 11.8756595 8.4927080 -0.6723126 8.7603427 11.1238406 9.0893522 10.5940019 7.9680458 7.2043178 8.8336124 8.5709748 1.6497074 9.5262461 7.7831279 9.0793450 10.7066377 7.8276469 7.4099501 12.1872076 9.7551139 13.3968311 2.1351408 1.6497074 10.4635103 9.7254757 9.0403281 9.3136429 -0.6723126 5.2346929 0.9127265 14.3195885 9.4350180 10.3418215 13.1314276 7.6178201 10.9548788 10.7366614 3.0282332 7.1795499 9.3487808 10.3115072 10.2592772 11.3469747 9.6281535 8.4596578 10.0548706 11.3584681 3.8513593 2.3278023 3.9127648 9.7624292 3.0282332 0.3278023 10.1487777 12.6034890 10.8679290 10.0625106 7.9788529 1.4554390 10.2346916 9.2673801 8.8804318 5.7540671 6.3278005 7.7624292 9.7276130 6.6132031 9.3362296 7.7624292 11.2589078 11.7409000 9.8843070 10.0026906 13.1585142 8.8035345 9.6178199 10.5733537 9.5662057 0.9127265 6.6497290 10.0028759 10.8915359 10.0397948 8.3221544 11.0064011 9.4570839 9.3625999 11.5662057 10.6292971 2.7872235 10.6155133 8.1781131 3.3278023 7.3164861 -0.6723126 6.8900429 4.1351572 12.5705285 10.5132959 9.6212726 10.2081498 11.0068411 8.1826695 4.0826856 11.2789509 9.6212726 8.3107945 8.5542132 -0.6723126 4.2819949 3.4977273 2.6497304 8.6406838 5.0002254 10.1148873 3.8513593 9.1997062 6.6414998 NA 0.3278023 10.4857794 10.1701513 11.7443347 10.5021025 11.0173622 8.3749247 7.8236558 7.1875223 9.2688486 10.4402405 9.8669597 11.4251748 -0.6723126 NA -0.6723126 9.5662057 10.3242745 9.0125497 4.3278023 10.5656084 10.6137811 9.7115052 8.0628152 8.7851817 -0.6723126 -0.6723126 3.0282332 NA 14.1277402 5.8669599 8.6587178 9.2331880 NA 7.4570837 9.0152991 11.0540191 8.0002265 11.8166453 10.5980963 8.7748842 9.5372543 9.2659104 11.5554169 10.7815860 8.5002284 11.7098846 7.7286804 9.6995777 5.4977273 10.2211025 2.6366826 6.9351309 12.3207393 -0.0040162 0.5684500 0.6318900 0.6149800 0.6264200 0.6119000 -0.0085766 0.0307320 0.1548700 -0.0040162 -0.0040162 -0.0040162 0.5684500 0.6053900 -0.7327500 -0.7327500 -0.7327500 -0.7327500 -0.0337430 -0.0340860 -0.0231550 0.6119000 -0.6975800 0.0000000 -0.0085766 -0.0353120 -0.0287650 -0.7175200 0.6702700 0.0891270 0.1548700 0.000 0.000 0.000 0.000 0.623 0.623 0.000 -0.718 0.000 0.691 0.691 -0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 -0.714 0.000 0.568 0.568 -0.101 0.632 0.000 0.000 0.000 0.615 0.000 0.000 0.626 0.626 0.612 0.612 0.000 0.000 0.155 0.155 0.000 0.000 0.000 0.000 0.623 0.623 0.000 -0.718 0.000 0.691 0.691 -0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 -0.714 0.000 0.568 0.568 -0.101 0.632 0.000 0.000 0.000 0.615 0.000 0.000 0.626 0.626 0.612 0.612 0.000 0.000 0.155 0.155 10.0826885 6.4258336 7.8938548 7.0571502 0.3278023 9.3653478 10.3584681 10.3193440 9.6463438 11.8695123 10.3334255 2.7872235 6.1981661 9.9635191 0.9127265 7.5323723 10.0910134 9.7276130 NA 8.9090017 3.9716539 -0.6723126 8.7371919 8.9824369 10.9684436 9.7039264 12.1501009 6.9716574 0.9127265 NA 5.1091599 11.1857819 6.9052293 8.9127636 -0.6723126 7.3390287 8.8196541 9.4864107 8.8336124 11.9571576 7.7414292 6.5372541 9.2585382 4.7540644 9.8582073 9.9193234 7.2226191 6.0826877 9.2747073 5.9425098 12.5217883 12.5875442 9.4337096 13.0853993 12.9894678 5.9860127 10.3093682 9.7540657 7.1025878 8.9824369 4.9716585 13.0780892 6.7624285 9.6765291 4.4152652 NA 11.6817748 8.3193230 12.9090016 8.9966859 13.3968311 8.7222638 7.1479803 12.3095466 11.3093683 7.6178201 15.8695177 11.3469747 10.1701513 13.4931006 10.0055206 -0.6723126 11.8484197 9.6620743 11.1009402 7.7624292 7.8276469 9.9452684 12.8480513 9.4876722 11.4139372 4.3278023 7.7456535 4.5757298 11.2376941 12.8464541 6.2226191 2.6497304 NA 10.3369298 12.1323354 10.5816603 6.6132031 9.4284634 10.5469695 11.7712626 9.7039264 10.4519223 10.2459188 6.5274739 11.8807102 4.6132016 9.8015068 4.6132016 8.8669599 8.5898957 4.8823887 11.0789182 8.7603427 10.3674055 9.0107955 2.4977145 13.9453832 9.4230001 6.8035345 8.3724955 10.2481539 7.6178201 2.9127648 7.4258327 9.2043180 7.0488999 12.1019703 4.0826856 10.0599685 9.1335448 7.4826192 12.3675768 11.4146007 10.0480453 -0.6723126 10.7419577 8.9295718 1.3278023 9.4826190 7.8938548 7.0759936 6.7371919 7.9788529 10.0120148 3.9716539 8.2012452 2.4977145 10.0028759 10.1278919 11.0265057 12.5705285 10.8296382 10.7810716 8.5542132 11.3161306 7.2346920 5.2819986 9.6224218 9.3557070 2.1351408 NA NA 10.0625106 11.2756753 6.5566195 -0.6723126 7.4570837 9.1670048 9.2466641 TCGA-DV-A4VZ 53 0 NA 365 kidney stage i t1a nx mx male 2007 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 1 7 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.27614861 9.69510107 1.85949255 8.08556965 9.92482171 8.18143008 3.05215502 10.18391385 8.24443948 NA 2.05032755 4.98288409 5.44446499 9.50438800 8.76467391 10.16132452 12.65843640 -0.94786238 6.68877203 9.38306379 12.50026317 14.62253122 10.87790066 10.87312355 7.12896250 8.90233381 6.54400000 10.45598974 7.66685670 -0.94786238 8.94844900 9.03941096 10.65993954 10.93860558 3.51158189 1.37406572 8.15543454 8.66317167 8.25427090 9.16978999 3.63711172 7.27614861 9.46577473 10.16653997 7.04083108 9.84980837 4.66685883 10.43044168 11.46630353 8.64833673 8.22956629 NA 7.04083108 9.83514499 10.73952250 7.74214503 3.52723302 10.13149830 1.20595547 8.87392083 7.79023901 0.05213762 9.39644274 8.74214469 8.90076992 9.23578234 2.95902822 4.09654018 8.76982330 1.63710012 11.68309646 10.92904746 7.36048631 4.78006858 8.75777934 8.48050709 10.23081172 9.51509898 10.26585868 16.32306264 8.78685639 7.79361371 10.96128993 5.57570865 8.74737531 7.08557018 12.62389950 7.77324604 12.40280986 3.58820492 9.62642819 8.24936332 10.18721485 9.54700247 2.75257734 10.13960967 10.34101293 12.82487380 6.61438888 15.36493606 8.56784659 10.13226490 12.22613624 9.83841655 NA 7.10742947 11.62910353 9.43152518 9.57178317 0.63710012 10.62295130 10.47683803 6.26160039 11.38474291 8.91012792 7.11284294 8.28336807 8.76982330 4.00634291 10.09585771 7.45728812 9.99832203 9.76295336 10.37688996 9.89449721 11.65580332 9.47421172 13.54205752 4.00634291 NA 9.72898541 7.98315038 8.84330962 9.69690443 -0.94786238 4.72457388 4.47840885 14.05412674 3.30007978 11.12159665 2.37406572 5.85950248 9.72810384 10.81950374 0.63710012 7.29055158 7.38306401 10.38306368 9.53495472 11.06372356 10.54800190 8.72810384 5.09654018 11.17756031 5.62200202 4.75258805 3.91012821 7.94393070 2.85949255 0.63710012 9.95074819 13.56821619 9.31306646 10.73689546 9.36389513 1.63710012 10.38362362 8.02081386 9.83143947 5.92251186 7.85627798 10.34963641 12.58096721 4.91012821 9.12762606 7.96203996 10.85102361 11.26403513 12.11958122 9.47384352 12.39574900 8.98878493 9.68332398 9.96802622 5.11823512 1.05213762 7.05777192 10.83473563 5.80261976 6.46577535 10.49819631 10.83637272 11.14457368 10.32360988 11.72589761 11.61104583 5.09654018 10.77623430 8.26908646 3.05215502 8.80201642 0.63710012 7.79023901 5.75258537 13.19632710 9.66593632 9.04932636 10.86070889 11.50438810 10.16263012 5.02942638 11.05744506 9.62010287 8.73338519 10.44016415 2.22206262 3.13961683 6.20189454 2.63710012 1.85949255 4.51157557 10.26828642 4.63711172 10.05566475 7.07689895 0.05213762 1.85949255 10.48573232 10.37294742 11.49197772 11.19807898 12.57313378 7.97398774 7.73053603 5.08601093 10.07520810 10.35135492 10.16132452 10.74824502 0.05213762 1.05213762 -0.94786238 10.05917409 9.75605037 9.50952781 -0.94786238 12.43490595 12.75507705 10.79529827 9.82547560 9.55298872 2.51156924 0.05213762 NA -0.94786238 13.56433176 6.64460331 10.09995238 11.81099466 NA 6.53596273 7.74507595 10.20316334 8.46999950 8.18400401 9.63428886 9.59904138 9.37520173 9.46999929 11.44901918 10.16328248 8.69239163 10.84004939 7.07451507 9.67001831 6.19169884 10.78219238 4.33754698 8.26252618 10.70812471 0.00000000 0.00302300 -0.00110870 -0.00152430 0.00235810 -0.00332430 -0.00207840 0.00097064 0.01000600 0.00000000 0.00000000 0.00000000 0.00302300 0.00302300 -0.00110870 -0.00110870 -0.00110870 -0.00110870 -0.00180140 -0.00152430 0.00221930 -0.00481570 0.00110930 0.00110930 -0.00207840 0.00235810 -0.00526100 0.00194180 0.00083195 -0.00567570 0.00901070 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.92751228 6.10742843 9.61438925 8.54287749 7.76924081 8.82857986 7.46577453 10.81272130 7.85304688 11.66095842 9.56981631 2.37406572 4.69600494 10.03085732 1.85949255 6.06337351 9.53898195 12.58096721 0.05213762 6.40969811 1.63710012 NA 8.90857246 7.88186953 10.66622169 10.16132452 10.92665566 6.87869592 1.05213762 NA 4.69600494 10.25610653 8.24690350 9.55199274 0.63710012 3.95903750 10.36446256 9.85223782 7.91012762 11.50516021 9.06895504 6.57570865 9.91323381 2.22206262 9.93096407 8.82033120 6.52788044 7.06895558 9.44982154 7.36955983 12.39171854 11.15707315 9.74301789 13.95602870 13.15658180 7.36503021 7.74911454 10.29472550 4.51157557 10.32768938 9.62579412 14.15510675 8.75431966 8.15805522 8.65391772 2.63710012 9.69960525 7.31424153 12.78176761 10.53293708 13.54205752 8.16588883 7.10199562 14.76553337 11.06197549 5.85950248 15.75806268 11.06372356 10.82198471 13.40873638 9.80536356 0.05213762 9.97249967 9.39976818 10.00197362 7.96203996 8.29055158 10.43908712 13.45335972 7.16588883 11.08556985 4.05214632 6.17108871 6.35592718 10.67282486 13.04499670 6.43585191 1.63710012 NA 9.61915217 12.75377821 11.09441496 7.02369005 10.72986652 12.13579238 12.25120568 10.16132452 9.38306379 10.87790066 3.85950248 12.24366878 3.51158189 10.03798875 7.29532079 9.84493717 7.04083108 5.66685599 12.75604070 8.14490394 11.14754387 10.94734340 2.95902822 14.44402813 5.29455826 6.73864761 7.34115140 10.13496120 8.42065335 -0.94786238 7.54400000 9.28456780 7.70319831 12.33349736 8.32361011 7.43585108 11.49223736 3.13961683 11.46127254 10.41628146 10.16458631 1.63710012 12.21642531 8.99025631 0.05213762 9.81203512 3.05215502 7.10199562 6.23205631 9.36389513 9.78868408 4.63711172 10.89449721 6.79361371 10.83473563 11.12394439 11.17335659 13.19632710 10.30658500 10.49612636 10.44016415 11.07624762 7.74563399 6.57570865 9.92943093 10.29174536 1.05213762 -0.94786238 -0.94786238 10.45941461 11.98220223 8.49923002 2.05213762 6.53596273 7.75258671 9.57472842 TCGA-DV-A4W0 55 0 NA 2470 kidney stage i t1b nx mx male 2008 NA no 100 kidney clear cell renal carcinoma 33 1968 black or african american not hispanic or latino NA NA 3 4 2 4 3 8 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8716019 11.9774688 8.6068490 6.0742314 10.3325939 7.6425146 7.5016525 10.1053462 8.8441487 -1.1056285 -0.8069222 4.8250580 4.7016766 10.0927669 7.6691090 10.8430542 11.4117453 6.8309601 8.8629888 11.1814571 12.2055026 13.8846812 9.3588676 11.6496268 7.9249888 7.2737005 6.8773160 11.6995197 5.9387163 -0.1056285 8.5541928 9.5007272 10.2677309 9.9644428 3.9387186 -0.1056285 8.7335259 9.2375076 9.8191344 9.7577338 6.1797240 7.8943218 10.0453384 10.2077718 7.9550181 10.0497726 7.1327269 11.1156070 11.1192280 8.7646865 8.1279417 1.2162376 9.6137107 9.5623205 10.6175563 8.4979484 -1.1056285 10.4039287 -1.1056285 8.5035006 7.5417804 2.8012208 10.7016768 9.5658629 8.7631446 9.1762520 0.8942939 6.9870787 9.4774047 1.4792823 10.6315692 9.9764709 8.3496492 3.9817887 11.5925578 13.8586628 10.5186604 8.6132145 9.9704695 15.9841344 9.5145417 8.2139941 9.3383014 4.5947635 10.0100158 7.5127073 10.6107127 5.8250580 13.0416859 1.2504766 6.6223110 9.7024816 11.1131878 8.9897189 3.7522990 9.6583641 8.0313130 12.6954240 6.8485178 15.2906673 9.7499691 10.0056206 8.7287930 11.8545049 NA 1.8943327 12.9002973 11.9227460 7.8915012 5.6887371 8.5108710 10.5476149 8.3801511 10.9731398 9.2173766 9.0579717 8.3372655 9.1171168 1.8943327 10.1912382 8.1958181 9.4536991 10.2774862 7.8456067 7.7646865 11.4706716 9.7623727 11.9173832 4.4489076 0.4793341 10.0119650 9.9400816 8.8815860 9.7200758 NA 6.8485178 3.3537467 13.8476999 4.8716022 11.3560571 11.0067614 9.0604849 8.3496492 8.8042149 3.1422500 7.3821623 10.8790964 10.9083424 9.0988930 12.8174070 10.6649858 8.6508783 9.0223162 10.4872461 6.1517107 2.4792823 2.9817796 7.4373534 4.2518705 NA 8.9949841 12.2096130 10.2430501 10.8543238 9.2072050 5.3037114 10.6416757 7.7861056 10.0334191 11.9060733 6.6756819 10.3331137 6.9764713 5.3742640 10.7421623 8.7662271 11.5882444 10.8038400 12.7822089 8.7343601 11.7014755 9.3153348 10.3424382 9.7081031 10.3470780 -1.1056285 7.5596578 11.0491400 7.1467509 9.2801089 10.5453736 11.3776339 9.2823393 10.4579949 11.7439225 11.0551388 3.8485178 10.0370673 8.4592525 5.1037746 7.7982035 NA 9.5649781 6.9657843 12.6652955 9.6960303 9.1386857 10.5507468 10.3058330 9.6332586 6.0841472 10.7254906 8.8280127 7.0236047 10.2190650 0.8942939 3.2866446 6.3619280 4.6492073 9.0427986 4.0211332 10.8950262 6.1981032 9.8723174 7.6606192 NA NA 10.8485183 10.3761214 11.1273423 10.9577170 11.5919411 7.8971369 9.1386857 5.2651818 11.0726755 11.4215545 10.4183738 11.9057239 1.8943327 1.2162376 -0.1056285 9.7677660 9.1808796 9.9441705 6.8426898 14.2498107 14.4535496 11.0497727 8.3464397 9.6492095 1.8943327 -1.1056285 NA NA 14.3501628 7.6492095 9.3961591 11.8944980 NA 7.5596578 8.5658808 11.4117453 6.0939953 9.6558731 9.2015226 9.7600552 8.8206178 9.0516687 11.4548936 10.3991409 9.5878088 10.8437839 7.6256409 9.6879252 9.7200758 10.6862987 3.5084413 7.7113056 10.2747830 0.00184710 0.58166000 0.00819590 0.60160000 -0.00346270 -0.00193990 0.00249690 -0.00346270 0.00813020 0.00194180 0.00194180 0.00184710 -0.00581400 -0.00705760 -0.61556000 -0.61556000 -0.61556000 -0.61556000 0.00083195 -0.00027724 0.00402430 -0.00193990 -0.53926000 -0.53926000 0.00249690 -0.00152430 -0.00180140 -0.03517600 0.57519000 -0.00858400 0.00227970 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.578 0.578 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 0.000 0.596 0.000 0.000 0.000 0.000 0.000 0.000 -0.527 -0.527 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.578 0.578 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 0.000 0.596 0.000 0.000 0.000 0.000 0.000 0.000 -0.527 -0.527 0.000 0.000 10.4863117 6.9870787 9.8900891 6.2144454 -0.1056285 8.4792843 8.4021167 10.0767722 9.7366723 11.2852056 9.8837164 1.7016821 5.8012130 10.1080337 8.2730934 7.2162502 9.8794523 6.9764713 -0.1056285 6.6822249 2.2162376 NA 9.1599369 7.2994636 11.0220165 10.8430542 9.9650534 8.0816741 1.2162376 NA -0.1056285 9.3598883 8.4159226 9.2540715 -1.1056285 4.5667482 10.3496491 10.3486212 8.2117345 11.9175565 7.8368362 3.7522990 10.8886754 5.0028465 9.9048500 9.8012125 6.5163745 6.4178846 10.1434354 7.7800180 13.1065143 10.6822245 10.1452124 13.9302808 12.9795578 7.4174137 8.2952014 9.9916957 6.8773160 9.7105056 3.7016821 13.5490139 8.7445086 9.8154190 3.7016821 -0.1056285 9.8272747 8.8412281 14.0796233 9.6567039 11.9173832 9.7437270 8.0364292 8.2628282 13.0323537 9.0604849 15.4982090 12.8174070 11.2745124 13.9715966 10.9962976 1.4792823 10.9817847 9.0754741 9.9236092 8.7662271 8.7000658 9.9744732 12.8356447 9.4021165 11.2914617 3.1422500 6.7523030 4.6492073 10.9560307 12.9398256 9.6993564 -0.1056285 NA 11.4874796 12.3616727 10.9529766 7.6119986 11.1192280 11.5980093 13.0859981 10.8430542 11.1814571 9.3588676 5.9496050 10.4637029 6.6887385 9.1599369 6.0541930 9.8615482 7.9550181 6.4178846 13.0271269 9.0679990 11.4946995 10.4923744 1.4792823 13.9801263 6.6849632 6.2606448 9.6073819 10.1207341 9.5191175 3.1422500 8.9604112 10.6653986 8.4923744 11.4181289 6.0236058 10.0242489 10.6188358 NA 11.7985802 10.3252971 10.0210265 0.4793341 11.7612145 10.0982816 2.5947635 9.5426794 3.5947635 8.3901771 7.8514242 9.2072050 9.2093015 5.0841451 8.9644428 6.6756819 11.0491400 10.5011897 11.2611905 12.6652955 10.6128548 11.3031824 10.2190650 11.0982816 7.2252393 4.6222451 9.4383203 9.6960303 0.8942939 -2.7948578 -1.1056285 10.5007272 11.5244957 9.6715772 0.4793341 7.5596578 9.0779573 10.2780262 TCGA-DW-5560 38 0 NA 1486 kidney stage i t1b nx m0 female 2009 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548821e-07 1.734007e-07 9.52380952380952 14.2857142857143 23.8095238095238 47.6190476190476 4.76190476190476 11.0260358 9.3566080 8.9241676 6.4075924 8.3372026 6.2247272 1.4303388 8.3224298 8.9321492 1.0152835 4.2687563 7.5177749 6.4415399 6.7064366 8.9868182 10.3794092 11.1518385 6.5800595 11.6675220 10.8799766 12.9688648 12.7401152 12.8937087 11.1864513 10.4787989 7.8565768 6.7612294 10.2703032 6.8649401 1.0152835 4.2376708 10.7673764 11.7102128 10.7420604 5.9060464 3.3371973 7.8311913 9.9954141 10.5117955 8.0039592 6.7157149 12.8301240 9.8773953 10.2560659 4.3845058 9.6782396 2.4303120 9.0849481 9.7226337 9.5283441 9.8009995 2.6002460 11.3458180 10.8711812 9.5634543 7.7834586 1.0152835 10.0050381 1.7522348 9.9810589 9.1376713 4.6782410 9.9499484 9.2710899 8.7249330 9.4458666 4.8226282 6.1852005 9.6567243 2.7522348 11.7300925 11.7286611 5.4747053 4.8226282 8.3873272 8.9906449 9.5453557 8.5440541 6.9221657 14.4502502 10.1246700 8.4303120 10.0441016 6.8732558 10.4133056 8.3281574 11.4950548 4.8226282 12.6586798 5.8879395 10.1834619 11.2186226 6.9060452 7.8140165 3.2376708 10.8354535 10.0486976 12.2255400 6.8397027 13.5345013 6.7064366 8.7579993 6.2376670 10.3595705 -0.5696077 7.0596689 12.6440238 13.0480091 10.3874141 2.8897461 7.1097920 11.1246700 8.7064366 11.9201600 8.5177749 6.5595958 8.6994388 9.0614892 4.0152745 9.5017745 8.2944981 10.8412933 10.6114643 9.1885352 8.9440397 10.8205563 10.2336360 13.8476372 1.4303388 0.4302853 11.0564774 7.3610498 10.7623486 10.2149469 NA 5.4075907 3.2376708 12.7498431 9.7955408 10.9474893 6.9141280 5.5388361 11.2218820 12.2210678 5.0152745 9.3580901 5.0152745 10.6597318 12.2336360 10.9689715 10.3296690 9.8722187 6.3372026 11.7318082 2.6002460 -0.5696077 5.3129555 9.4747062 6.6970982 1.4303388 9.0920901 10.5882905 10.8550032 13.3892272 9.8118550 3.4303120 10.8343892 8.1616313 12.1848238 4.5595958 5.2116703 9.5939617 11.5352384 5.8053518 8.7226337 7.1097920 11.1556783 11.7536484 8.3341937 10.1979420 12.0079769 8.4331272 9.8825533 9.5914440 10.0974235 NA 8.3815966 9.6876999 1.1129003 7.5364827 10.9839414 9.4047267 7.1376716 9.8407634 11.2536793 11.0105706 6.0596689 10.9887328 8.9235471 5.7878634 10.4061600 1.7522348 8.5335999 4.9221645 11.8615485 11.0601240 8.7657025 9.2456953 11.5768807 9.2312121 3.6002341 12.0158028 9.2247279 9.0651231 11.0091564 6.8565774 4.3845058 4.7522401 6.4747070 7.3845083 2.6002460 9.0669368 -0.5696077 6.9772066 7.0619986 -0.5696077 2.6002460 11.6938747 10.5434031 12.4095586 11.1789242 12.9220399 5.9849015 9.8115414 7.1553718 9.1565301 10.1106716 9.8907680 11.1743049 4.9848992 -0.5696077 NA 11.1237990 7.8140165 9.0991971 NA 11.0880771 8.3037561 9.2279735 6.9822121 11.2944982 1.0152835 2.0152835 0.4302853 4.6782410 14.3437158 6.2882940 9.6947547 10.3296690 NA 8.7409249 7.8979174 11.5717806 9.8513249 11.7312365 10.0929804 9.8042646 10.2584485 9.2600348 11.3175327 9.9361236 9.9060455 9.8835826 7.4471204 9.6853407 2.2376555 10.5717806 4.5177733 9.1829435 12.1361604 -0.00539920 0.01936300 -0.00830050 0.00000000 2.54100000 0.00208050 -0.00553750 0.80733000 0.09550800 -0.00539920 -0.00539920 -0.00539920 0.01936300 0.01936300 0.87727000 0.87727000 0.87727000 0.87727000 0.00305220 0.00000000 0.00194180 -0.93843000 -0.01174900 -0.01174900 -0.00553750 -0.00332430 0.00694350 0.00055459 -0.01381500 -0.04218400 0.09550800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 11.1839466 6.0302257 7.2504908 9.4682571 NA 10.7884138 9.9371156 7.9196785 8.8075227 12.0988514 9.8555279 4.6002400 5.7522401 11.3255086 NA 4.5177733 11.5844973 11.5352384 3.9538705 8.7386510 5.6002370 0.4302853 8.0190269 9.3476840 12.3398095 10.3794092 11.6200502 5.7522401 4.9221645 1.0152835 4.6002400 11.4334786 7.9733438 8.5440541 2.2376555 6.2632016 9.466486 9.982020 10.515784 9.941076 9.871181 9.831191 10.523069 3.130750 10.830124 8.734093 7.435937 3.822628 8.297591 6.474707 11.755618 11.239276 9.542752 13.560078 12.723065 7.080502 9.466486 8.897918 3.678241 11.268334 5.185201 13.288585 9.227974 7.198496 3.337197 1.752235 9.485594 8.303756 12.593962 10.728947 13.847637 9.435937 7.600237 11.962424 7.969471 5.538836 12.326266 10.968971 11.816713 11.983461 10.173463 2.889746 11.519763 8.154826 8.765702 7.109792 8.738651 10.058758 12.034865 6.779040 10.300677 7.634883 9.092090 8.030225 10.309895 13.227366 11.123416 3.015283 NA 8.659131 11.627222 11.670027 7.282061 10.127280 12.5860790 11.6506904 10.3794092 10.8799766 12.8937087 5.6591311 7.7922561 4.4747086 9.5787886 4.1852005 9.5660213 4.3845058 9.3356990 11.9251376 8.0920901 10.1843645 10.7477247 3.6002341 13.7730812 7.5792465 7.9341379 7.0284388 9.9361236 7.4189969 2.6002460 6.9221657 8.7634673 9.0133947 12.1152798 2.7522348 8.1411185 7.2376670 1.4303388 9.7645853 12.5195970 10.4499028 3.7522455 12.4165096 9.3083629 3.0152835 10.3543823 4.1852005 6.2882940 5.4964016 9.8118550 10.6224692 -0.5696077 9.9430525 2.0152835 9.6876999 11.1671367 9.8742916 11.8615485 9.2552708 9.4260792 11.0091564 11.4709442 6.4075924 8.7318081 10.8086069 11.5762442 3.8897461 4.1307497 NA 8.2726624 13.1039336 7.6924070 2.4303120 8.7409249 7.4415391 11.2647831 TCGA-DW-5561 51 0 NA 414 kidney stage i t1a nx m0 male 2008 NA NA 100 kidney papillary renal cell carcinoma 36 1971 black or african american not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1111111111111 16.6666666666667 13.8888888888889 33.3333333333333 25 9.9762796 9.5871947 9.2478195 7.6279234 9.8494495 7.5628285 NA 8.1798991 9.7520012 -1.2667324 1.7669767 6.6339717 8.2108637 6.4196063 8.3029610 10.2664353 11.4669683 6.2722640 12.6009634 10.8964407 12.5627292 13.8957911 10.7675606 11.2106108 9.8739353 6.6339717 6.6459956 9.5988388 5.7217910 5.1424951 3.6905512 10.2958249 11.2257098 10.9404250 4.3478145 1.7330940 8.9192197 9.2527418 9.8059081 8.6623640 6.2722640 11.1443517 9.8185780 10.5169223 6.4542055 9.9210761 5.4879943 9.1812218 8.9583129 7.8954971 8.4996346 2.9030383 9.7246274 10.0459885 10.6656894 7.7160992 2.1925414 10.8324073 3.3947473 8.7978483 8.6339724 3.9425614 10.0505182 9.6111565 9.6527138 9.6224802 4.7774986 6.3551573 9.9887243 2.5404489 12.9870269 11.1382470 2.3180565 9.6011564 8.6929192 10.2138957 9.8474985 9.4576193 7.0684956 15.3105786 9.6931074 8.2047809 10.3147770 5.3478145 9.6203261 8.5675766 10.8238796 4.7554751 13.3250953 4.6291351 9.0612643 10.3246279 7.6785494 8.6843903 0.3181143 9.8285026 9.3805639 12.9122371 6.7554738 14.7751139 5.7665289 8.5905579 7.1339847 10.0408756 NA 5.8416310 13.5480885 12.4025443 9.0707274 3.5910810 7.2409001 10.7352174 9.3913171 10.9735988 7.4404647 7.2369317 9.5652043 9.7829542 -1.2667324 10.1801888 8.3606395 9.7897433 10.3330183 9.2299594 9.6770855 11.5174071 9.6226096 14.1950006 2.0550221 0.3181143 10.6741532 8.9130147 9.6286808 10.4686616 -1.2667324 3.8623919 3.1254197 13.7583316 10.7064441 10.9281701 12.3344121 7.6003842 10.5961303 11.3434384 3.3769571 8.9869530 4.9810352 10.8923462 11.1184287 11.4666039 10.1687758 9.2771039 7.2409001 10.7182359 0.7330940 2.4335471 2.3180565 8.6988897 6.5404598 1.0550568 9.7554733 11.5390509 10.4460623 12.1581903 8.7526964 3.5910810 9.9721073 8.5832923 10.8597100 9.8152546 3.7775039 9.6286808 10.1504307 5.4196063 10.4117057 7.3984419 11.2838523 12.7232982 8.6916584 9.4274025 12.6465560 9.1232746 10.0305950 8.7017722 7.6188017 NA 7.0323136 9.7931260 1.3180565 8.9875082 9.7146728 11.0071924 8.8403225 10.0696121 10.9685215 10.7485206 1.3180565 10.3161883 9.6693828 5.2249587 8.4387378 1.7330940 8.8891885 5.2249587 12.1076017 10.9810331 8.9703156 10.2620480 11.7345137 9.2819275 2.6399961 11.3094647 8.9916715 8.6034702 10.5132352 1.0550568 6.5404598 4.8623869 3.3180709 7.0045688 4.2249587 10.1682549 -1.2667324 7.1760494 6.6108492 NA NA 12.0254272 11.0598159 12.1460723 10.7675606 12.4583653 6.1339847 10.4503407 7.1003459 8.0572862 10.3491949 9.8526952 11.6843903 5.3180673 1.5404737 -0.2669060 9.5801628 9.1178893 9.1966299 NA 8.6741531 9.6785494 9.2924827 6.4001468 10.2329514 1.3180565 0.7330940 3.6873071 3.3769571 14.5914266 6.7387300 9.1361175 10.5648087 -1.2667324 8.4178542 8.9340532 11.7382037 9.4711978 10.2596048 10.0712848 9.3868463 9.9011508 9.0173513 11.3610953 9.6792807 9.6697434 10.1755307 7.6843903 10.0271518 2.7331157 9.2586263 5.6760897 7.3255627 12.3174809 -0.0218470 0.7024800 -0.0316320 -0.0165670 1.5162000 -0.0274470 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11.293589 6.272264 1.903038 0.733094 1.903038 9.980440 8.248805 8.983404 -0.266906 6.507893 9.1005202 9.9253984 9.7781826 9.4846495 9.0173513 8.6050109 10.5340055 3.5404613 9.5029434 9.5715215 7.6248890 3.9030286 8.9017777 6.8726564 12.6041444 11.1843166 9.6195643 14.1375819 12.1720273 7.1551704 7.4644249 9.3895305 7.1382472 10.5396551 4.5659931 13.8242930 6.7331062 10.2828902 2.1925414 NA 9.6988899 7.1801886 12.0742073 10.7781826 14.1950006 9.1874048 8.0994278 11.8207341 8.2428807 7.6003842 11.1010663 11.4666039 11.7649790 11.9808847 10.4117057 2.1925414 10.6862107 9.5120040 10.3208830 7.3984419 8.2389172 9.8052381 12.1890749 8.8700965 11.1938174 6.7938010 7.6369871 8.5785957 10.6534584 13.4227760 9.1146484 0.3181143 -1.2667324 8.5062449 12.1254230 11.6442784 7.5144655 10.4833938 12.0260023 12.1259596 10.2664353 10.8964407 10.7675606 6.3180673 9.1189681 5.4335437 9.6467430 4.1254197 9.2838523 6.4542055 8.7203695 11.2871667 8.7499137 11.2783114 10.4724642 4.2249587 15.7041438 6.8018299 7.0414445 8.8060153 10.5029434 7.5307668 7.1339847 7.1635581 9.4821370 8.5754560 12.3247448 5.8311375 9.8494495 7.8152546 NA 10.0516483 11.2993974 10.0516483 0.3181143 12.2528646 9.8383593 2.9810306 10.2833713 1.0550568 7.0950488 7.7359208 8.7526964 9.6006777 1.9030383 9.0895575 1.0550568 9.7931260 10.5222316 10.8455450 12.1076017 10.6092388 11.1395763 10.5132352 10.9694188 7.4913288 7.3292950 10.4859043 10.5392524 0.3181143 NA NA 9.3661008 11.7103425 9.1467334 -1.2667324 8.4178542 8.9522742 10.4042043 TCGA-DW-7834 53 0 NA 3950 kidney stage i t1 nx mx male 2001 NA NA 80 kidney papillary renal cell carcinoma 80 NA white not hispanic or latino NA NA 1 5 2 4 4 9 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.5367989 3.4193501 5.5436815 5.8089204 5.8307801 10.4202542 11.8096077 6.2911965 12.0162879 9.8774723 11.9042965 14.1225875 10.5888770 11.2572960 8.4845804 5.4337073 6.1153475 11.0254989 4.9047779 2.0974085 5.5699133 9.4220553 10.2668487 9.9176036 3.3604626 -0.2244858 8.8970301 9.5428535 10.9022011 8.7599151 4.1330456 8.9277815 9.8814051 10.5560364 6.8629596 11.5719419 8.5763967 10.6307545 11.2590605 7.2059496 8.9591320 2.3604486 9.8109830 9.8911906 10.7730290 7.2990587 3.5303829 10.9365245 1.9438088 9.1429114 7.7354985 4.1330456 10.4910296 8.7121345 7.7839254 9.6076824 3.9454204 7.7811210 9.5328865 3.0974254 11.3670190 9.9770080 9.1635138 7.0562670 8.9958508 13.9017171 10.4558561 9.1108870 8.5370479 15.7658444 9.5008628 8.0422832 10.9843406 4.9252447 8.5763967 7.9603721 11.2397871 5.7527753 13.2073859 3.7532301 7.8773933 8.3679537 7.1330487 9.3434527 1.5828450 9.6980809 9.6846396 11.6338662 6.5892781 15.0460551 6.0883791 9.1787216 9.3846754 10.1710308 -1.2246544 6.4619967 13.8480898 12.8873658 8.0162879 3.8198929 8.2813083 11.5703186 9.5486358 10.4265483 7.7783118 6.8523123 8.7656007 9.8075423 -0.2244858 10.6797549 8.1041715 9.5161206 9.0666672 9.6068038 8.9958748 11.1347410 9.2783284 14.2326209 2.4759409 1.5828450 10.8109830 9.6178469 8.4863029 10.0222373 NA 5.3300851 1.7755142 13.3449369 10.7158102 10.8348411 10.3429775 7.2872497 10.2966063 10.7150759 3.9849539 8.2287672 4.9047779 10.8646160 11.1546042 12.3617172 10.2420830 8.8429311 9.3107720 10.6782485 6.3377396 4.0608948 2.4759409 8.8116701 5.7180108 -1.2246544 8.8429311 12.2278666 9.6060119 11.6071997 9.1710306 1.9454204 10.2517365 7.6703142 10.7223700 8.8442749 4.5828510 8.9315796 7.5568562 4.0608948 10.0498748 7.8787842 12.0524933 11.9754756 10.0527840 9.4802649 12.4868409 8.7769048 9.4567351 9.2892242 8.5453344 -1.2246544 7.0792778 10.3768032 3.1794474 8.2296932 9.3300855 11.0815583 8.2287672 10.3209438 11.8619646 11.4260996 2.2349304 10.9025237 8.8733577 2.2349304 8.6272457 -1.2246544 8.3698211 5.8523110 12.5513126 10.9451085 9.7216719 10.8030571 10.8027115 9.5900791 0.3604205 11.0614912 9.8774723 7.3453520 10.4080375 2.6823935 3.0974254 4.1330456 3.7754931 6.6642396 3.6334777 10.3194951 2.0974085 8.6178469 5.8535940 -1.2246544 2.7754931 11.5709275 10.9619204 11.0097153 10.5896785 11.1838263 7.0139010 8.0422832 5.8290428 9.2132486 10.6969657 10.3034623 10.9121674 4.3604626 NA -1.2246544 9.9086388 9.9041354 8.4514535 5.6581401 13.8954914 12.1994004 11.2246453 7.6162114 10.0781356 1.5828450 NA 2.2349304 0.3604205 14.0678542 5.8944370 7.8469590 12.1193763 0.3604205 8.3698211 8.3061369 11.8215975 6.3975480 9.1710306 10.2344158 9.2743458 9.0411115 9.5494599 11.6502859 10.1912384 9.1891245 10.9031686 7.7062342 9.1527072 3.8198929 9.7534921 4.3670565 6.5205323 11.2590605 -0.0106320 0.0027882 0.0082096 0.0175580 0.5496700 -0.0013722 -0.0176530 0.5013600 0.0440520 -0.0106320 -0.0106320 -0.0106320 0.0027882 0.0027882 0.0058843 0.0058843 0.0058843 0.0058843 0.0080704 0.0175580 0.0077920 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8.5972704 7.9970835 10.5118985 2.4759409 10.0626317 9.0031125 5.2017632 4.3604626 9.6075955 5.8944370 13.1153466 11.4622160 9.5642149 14.6054918 12.0469596 7.1197929 7.2990587 10.3688877 9.7698501 10.4328151 6.1763766 14.8674691 4.2673485 9.4130272 2.5828450 NA 9.3291258 8.0678183 14.2556872 9.2163659 14.2326209 8.0043154 7.9504223 12.5730568 11.4258752 7.2872497 13.0355340 12.3617172 12.0617656 12.5172796 10.1075332 2.8629671 9.9485490 10.1832954 9.9391463 7.8787842 7.3902068 10.1986125 12.8201469 9.4863031 11.3952580 5.5568555 6.0328855 6.9946646 11.0689683 12.2596901 7.7811210 -0.2244858 -0.2244858 10.6131246 12.9922425 10.7655154 7.1763756 11.2166252 11.8626279 12.1958516 10.4202542 9.8774723 10.5888770 6.3146548 10.9677894 3.8629572 9.5034171 4.2673485 9.4654946 6.8629596 9.4854419 12.0210478 9.2069943 11.2643410 10.1494493 2.3604486 15.5535481 6.6804017 5.4759377 7.7062342 10.7058643 7.9073534 6.6823879 7.9800676 10.0591638 8.9554058 12.6488446 6.6642396 10.7828743 8.5780130 4.7296942 10.0632090 10.6943598 10.5106295 -1.2246544 11.1763761 9.0031125 2.0974085 11.0821279 5.4619967 7.9702532 6.9849504 9.1710306 9.2411039 3.0234328 9.3911263 3.7754931 10.3768032 10.8781285 10.7047550 12.5513126 10.8675930 11.4569547 10.4080375 10.7839253 7.5828518 8.9441688 9.2663476 10.0334737 2.3604486 0.3604205 NA 10.7495526 10.2124735 8.6350313 -1.2246544 8.3698211 8.8402394 10.3712203 TCGA-DW-7836 55 0 NA 1093 kidney stage i t1a nx mx male 2008 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.0761841 13.7059510 11.8385857 10.9904949 8.8977420 5.5865846 6.4159141 10.9470421 5.5006109 3.7551867 5.5503651 9.5999365 10.6403426 10.0147893 1.8376607 1.4750849 8.7270662 9.4209386 8.5100722 8.6900895 5.8965407 10.3366068 9.6956276 10.8024689 6.0340440 7.6873127 4.2526806 10.7957161 10.8040720 9.1565660 6.9345082 -0.3322441 9.2261424 9.7970047 10.2136515 7.2223109 2.1271380 11.2633289 2.7129919 9.4083457 8.6859219 2.4750849 10.7856894 8.7683842 9.0427611 9.5022560 2.4750849 3.5746102 9.4342506 1.4750849 11.0131270 10.0945106 9.0514259 9.5932761 8.6072715 12.0925441 10.3352768 9.2385261 6.9715022 15.2966656 9.5806111 8.6248236 11.5382791 3.9156452 9.2583088 8.3716255 10.1439616 6.9806046 13.5588409 3.6459207 8.4874699 10.0103520 6.1595747 9.0771127 NA 9.9221599 9.4734657 11.8456084 7.0208689 14.4648966 5.8771749 9.4390296 9.2536232 10.7381782 NA 7.7311167 12.4555223 12.8436610 8.4007369 NA 7.8550740 10.0981742 9.9049317 10.9215692 7.9646378 7.1189328 8.6970089 9.7710095 2.3681537 10.2285322 8.0296655 9.4234439 9.4251118 8.9461711 9.3124794 11.4660315 9.5858395 14.0060751 2.6677105 2.3681537 11.0947726 9.2526841 8.7683842 9.8587809 NA 2.8376405 0.2526579 13.1693101 9.9890862 10.5598851 6.1189328 7.3007168 10.1230490 11.5858395 5.0252725 8.3025329 4.7551867 11.0293914 11.1978842 12.3190807 9.9991985 8.6014124 4.8771749 11.2692604 3.7970026 3.1912784 3.8771749 8.9168352 6.6335053 1.4750849 7.2824315 12.1510337 10.9004424 11.8410865 9.4234439 0.6677559 9.3973424 8.0362280 11.3746278 8.7578340 3.5257056 9.4117146 6.7391838 2.7551867 9.2337757 8.0535844 12.1379993 11.6015968 10.4133961 9.5783644 12.3738939 8.7879597 9.3383781 8.9391848 8.9496517 NA 8.6117017 10.0929376 3.4750719 8.4269939 10.2179875 10.3419139 7.6845298 10.5988286 11.6947638 10.8844676 2.8376405 10.6904363 8.8804492 2.3681537 8.4342508 0.2526579 8.4091885 5.5257025 12.2215910 10.5595054 9.8149267 10.8968410 10.6768505 9.8288535 0.9896477 11.1291986 9.3956421 8.3097733 10.7328012 4.3401492 3.8376506 4.4226098 3.1912784 5.6450012 2.8376405 10.2708844 2.1271380 6.9298170 5.2375790 NA -1.3324257 11.2883997 10.9640644 11.4790964 10.8532167 11.0779080 5.4359052 8.4309342 7.2944893 8.6663121 10.5476878 9.8407741 10.6869650 7.3681616 0.2526579 NA 10.6715910 9.4734657 8.6733462 1.8376607 11.5450059 10.7700256 11.1853911 7.2636880 10.6295331 -1.3324257 NA 2.1271380 NA 15.2316181 6.8722932 8.7840658 11.4803002 NA 9.0546618 7.9366615 11.7903880 7.1595747 9.8463866 10.3029864 9.4670033 8.8413989 9.5029827 11.3694614 10.5272565 9.3594652 10.7052686 7.0643267 9.7230042 4.0939826 10.2237487 4.9466373 7.3502249 11.3335017 -0.0027177 0.0235730 0.8465200 -0.0135400 0.8593800 0.0025622 -0.0167040 0.7858200 0.1450300 -0.0380340 0.0027238 -0.0027177 0.0180170 0.0235730 0.8465200 0.8465200 0.8465200 0.8465200 0.0148880 -0.0135400 0.0047190 -0.0127920 0.0058309 0.0058309 -0.0124380 0.0000000 0.0069435 -0.0052610 0.8106400 -0.0554990 0.1450300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.145 0.145 9.9391847 6.4879011 6.2676350 8.1354697 -1.3324257 9.6399835 8.3802489 6.6143359 9.1675677 11.3651998 10.5564650 3.4750719 5.9531232 10.0345903 2.7551867 6.6450012 10.9709316 6.7391838 NA 7.8426477 2.8376405 -1.3324257 8.9634906 8.0362280 10.9918207 10.3011710 11.2323452 6.4292728 -0.3322441 0.2526579 1.6677105 10.6799971 7.8275930 9.0318564 NA 3.4226098 8.8649386 10.3427966 9.1903032 10.7941036 9.1625774 8.7378426 10.3768055 2.5746102 10.4718527 8.9565879 6.4226098 3.1271545 9.3178759 6.5194711 12.7173150 11.1888314 9.4871024 13.2443242 12.8582409 6.8326280 9.1922635 9.8661668 4.6219171 10.5342280 4.0600387 14.2823741 7.0384087 7.4847053 2.9896477 NA 9.5092861 7.9783347 13.4048106 9.1824358 14.0060751 9.2261424 8.3836836 11.6976991 9.1535510 7.3007168 12.5875161 12.3190807 12.3713009 12.0679341 10.0976515 0.6677559 10.0818784 10.2356778 10.0036703 8.0535844 7.1873580 9.9097049 13.0901807 7.6900895 11.3252635 5.2526844 6.3681607 8.3436787 11.2540924 12.2960533 8.2280543 -0.3322441 -1.3324257 9.5014025 12.5956848 10.7599239 7.0075723 10.7624592 11.501205 12.354660 10.301171 9.895338 11.838586 4.025277 8.425945 3.755187 9.528809 3.989648 9.420102 6.034044 10.542703 12.612610 8.705269 11.087419 10.206881 1.667710 14.838507 6.133777 6.807272 7.457809 10.658889 6.462137 1.475085 8.640702 9.891723 9.078131 12.892100 2.667710 8.265774 8.933337 1.252658 9.919796 10.712116 9.911491 NA 11.582481 8.950810 2.837641 10.535000 4.755187 8.131246 6.842647 9.423444 9.548775 1.475085 9.601412 2.755187 10.092938 11.268564 10.451129 12.221591 10.418429 10.941809 10.732801 11.177002 7.375081 9.542703 9.709381 10.860323 -1.332426 -1.332426 NA 8.633506 10.734514 8.187358 -1.332426 9.054662 8.545773 11.036228 TCGA-DW-7837 43 0 NA 1142 kidney stage i t1b nx mx male 2007 NA NA 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 4 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7212563 10.6986401 4.7735902 10.4460155 6.2794806 10.1610906 10.0070180 8.5517986 7.2486752 2.5891642 10.5978488 9.7014865 10.7375266 7.4011970 2.1297446 11.1030474 2.4516727 8.2794810 7.7590906 0.1297446 10.4533517 9.1590211 8.5559986 9.1672809 4.7146961 7.3244911 9.9400405 0.1297446 11.9184523 10.0962393 8.1850161 5.9110947 8.9160036 10.1084443 10.4283694 9.4516620 7.2065495 15.6343047 9.3046596 7.9531011 11.1833204 3.9370901 9.1169978 8.2408695 11.3953490 4.9110923 13.1595388 2.9100418 8.0891565 9.3525288 7.0426235 9.1325488 5.4695832 9.6295797 9.8912852 12.0815650 6.8508332 14.3758967 5.3195601 9.7895336 7.7481197 10.0737138 NA 5.1070141 13.2230690 12.4484180 8.4584087 7.1465422 8.1041484 11.5711220 9.2290817 10.5225880 8.0184773 7.3918287 9.4312301 9.8491228 1.9370807 10.9614370 7.9338647 9.7240585 9.9362836 9.5747489 9.2092187 11.8491506 9.1141523 14.0268231 4.6532951 NA 10.6881547 9.8619014 8.4784622 10.1084443 3.2171997 1.7147071 0.1297446 13.7023749 11.9636123 10.0199982 13.2506198 8.2743921 9.9233373 10.4801207 3.5891642 8.1381627 5.5047729 11.1686529 10.4695839 11.8338537 10.4488415 9.0000986 8.1576400 10.6518250 6.6688921 1.9370807 2.2996550 8.8593546 5.7146961 1.4516463 9.5643622 12.2751885 9.8362300 11.2052131 9.1240874 0.7146632 9.6601403 7.7296466 10.0254909 12.7484635 5.2171958 9.1041484 9.2782106 3.2171997 11.0991205 8.5004213 11.7430630 11.9267874 9.5830045 9.1479342 12.3353745 9.0751777 9.9306339 9.0515749 5.7296479 1.1297446 7.2330214 10.3717171 4.3199502 9.5224056 9.3859426 11.1758348 8.7807855 10.0678433 11.4400627 10.7586351 1.1297446 10.5819752 9.5712257 3.6533008 7.6255890 NA 8.5433617 6.2692857 12.1787316 11.1958231 9.7389127 10.3800323 10.9147777 9.7024342 1.7147071 10.6792442 9.0306007 7.5768169 10.7481195 0.1297446 6.1958240 5.3776617 2.2996550 7.5433621 3.4516595 10.7600011 1.7147071 7.7146961 5.5726775 0.1297446 -0.8703873 11.3034111 10.7981758 11.7536154 10.9147777 10.9740474 8.3561460 8.8091787 6.9412695 7.8912849 10.5896777 10.2211694 10.8728853 6.7071631 0.1297446 NA 9.8904538 9.3918287 8.8197320 7.2065495 11.3832860 10.8657129 10.9447169 7.5277937 10.1924547 1.4516463 NA 1.9370807 1.9370807 14.0352620 7.4960564 8.7861588 11.2128808 NA 8.6454336 9.1480037 11.8705687 7.5220510 10.3115073 9.9877149 9.7090499 8.9143687 9.3121283 11.4448835 10.0707815 9.6483871 10.5912134 7.4105048 9.5591407 4.1297364 8.9939200 4.4872870 6.6834789 11.0733476 -0.00346270 0.00694350 0.12167000 -0.00456950 0.68328000 0.00471900 -0.00401620 0.65498000 0.09086500 -0.00346270 -0.00346270 -0.00235530 0.00388540 0.00694350 0.12167000 0.12167000 0.12167000 0.12167000 -0.00083160 0.01195800 -0.00664320 0.00471900 0.00221930 0.00221930 -0.00401620 -0.00069303 0.00430210 0.00000000 -0.00290910 -0.03749000 0.09086500 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 9.7128167 6.2065495 8.3941767 6.8136414 -0.8703873 9.0184773 9.8796033 7.8699195 9.9475170 11.1558319 9.5953004 6.0955173 6.2896058 9.8249622 2.9370807 7.3585527 11.1846773 9.2782106 NA 7.4058580 5.3585510 NA 8.3096432 7.7663586 10.5742778 10.5559987 11.1343126 8.0336157 1.1297446 -0.8703873 0.1297446 9.5528499 8.1070141 9.0693131 -0.8703873 5.8301742 9.3847626 10.1652204 8.8542479 10.5370017 8.6746983 9.4300864 10.6991148 1.7147071 10.0321091 9.4460155 7.0897354 4.7444464 9.5871148 6.0245524 13.2143763 11.3309389 9.6054673 13.7142267 12.5717703 6.7071631 7.8678261 9.6185782 9.5953004 10.3735029 5.1958240 13.5622106 5.1521023 9.9338650 2.4516727 -0.8703873 10.1247944 8.2011962 13.1526218 8.8559520 14.0268231 9.0853838 8.8491226 11.7693007 9.6795186 8.2743921 13.0940748 11.8338537 12.1392127 12.3534340 10.3894772 2.2996550 10.2971521 10.1191284 11.3585526 8.5004213 7.6650090 9.8021593 13.0025050 9.7128167 11.7465125 5.7444437 5.3776617 8.2251308 11.1829811 12.3169313 9.3585525 0.1297446 NA 9.6552547 12.6589204 11.2227586 7.5891657 10.9853811 11.2999720 12.5146525 10.5559987 9.8970908 10.3651499 6.2896058 10.9499129 3.7735850 9.3330820 5.8846223 9.7221909 4.7735902 9.0290909 12.1428751 9.5993758 11.3767714 10.3663461 3.0366264 15.3723312 6.0342179 5.8162336 8.1848808 11.1127275 8.0396270 5.7735902 8.1768578 9.9507106 9.0031780 12.0565858 6.3871212 10.7010125 8.1041484 0.7146632 10.4000293 10.5845473 10.7142267 0.1297446 11.4781854 9.3941765 2.9370807 10.5295459 4.9626231 8.5496942 7.0366242 9.1240874 9.3511641 4.2996623 9.1451491 3.2171997 10.3717171 10.7291819 10.6345529 12.1787316 11.0218973 11.4426169 10.7481195 10.5380637 6.8779270 7.3343055 9.4572865 9.7986189 2.2996550 0.7146632 NA 9.3108863 10.7630879 9.2807504 NA 8.6454336 8.0456133 10.5901898 TCGA-DW-7838 66 0 NA 744 kidney stage i t1b nx mx male 2009 NA NA 90 kidney papillary renal cell carcinoma 45 NA white not hispanic or latino NA NA 1 2 4 4 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3830506 7.3655744 4.0276849 11.1538578 3.5077946 8.6656976 7.5672077 2.6286103 10.7729267 8.8078540 6.9791062 9.4564951 1.0436245 7.9505367 10.2916921 2.7217226 11.7883116 9.5789214 10.7871339 2.8916525 9.8098435 11.9726084 11.1108114 9.1954236 7.9978422 16.2336480 9.2344582 8.0571080 10.9195488 4.7440857 8.4479358 7.4665513 12.2111895 7.3691759 13.3523831 3.1147168 8.4515594 7.9408862 5.8815888 9.3207008 -0.2782336 9.0094303 10.0357346 12.0102956 6.8866245 15.4645000 6.3655736 10.7518918 7.8171148 10.5522331 NA 7.2530996 13.7042213 12.5255462 7.0704462 6.6405804 8.7702047 10.6312359 9.6846138 10.5242341 8.4099683 7.6612971 8.8866248 9.2305030 -0.2782336 10.2428274 7.5982349 9.6561458 9.0481473 9.1667328 8.9127771 11.6733796 8.8978908 13.9887971 2.6286103 4.0071237 10.7851129 10.1443082 8.1770452 10.2160735 -0.2782336 2.4221523 -1.2782336 13.3006801 10.2413541 9.8778008 11.9976968 8.7620076 9.8432514 10.8138142 5.0436463 7.7132394 4.8714642 11.0874935 10.8809584 12.1663044 10.3137076 8.9041122 10.3113689 10.5632822 6.6875017 2.6286103 4.2135728 8.3029185 4.1140338 -1.2782336 9.7146561 13.0843466 9.0413900 9.8953950 9.5161338 1.7217226 9.6405810 7.4665513 9.2798993 9.3151090 7.7273426 8.8078540 7.3253441 6.7330004 11.1305783 8.4308017 11.7608082 11.2265368 8.9493339 9.0163386 12.4499572 9.2175729 9.0956705 9.7585783 6.2915741 -1.2782336 6.9601224 10.1406245 0.8024000 7.9149723 10.1188576 11.1427307 9.0082757 9.8315484 12.0997417 10.9814611 1.7217226 11.0351678 8.4787243 3.2452827 7.6524549 -1.2782336 6.3510753 7.2215639 12.3489097 10.7029283 9.2472387 11.0232140 10.1790987 9.7925097 NA 10.7076664 9.2530994 7.9262889 10.7118218 2.6286103 3.1140338 3.8916428 5.8490410 7.5096206 4.0436420 10.8841091 0.7216789 9.5546078 5.9248220 NA 2.0436595 11.0534745 10.5534209 10.7790327 10.5018474 10.9241478 9.0604541 9.1743914 6.5549878 8.5561887 10.2511484 9.9336061 11.1209958 3.0436420 0.7216789 NA 10.2896739 9.5354990 8.6961323 7.2877715 13.7702047 12.7903282 9.9469253 6.9507775 10.3547130 -1.2782336 -0.2782336 2.9696386 0.7216789 13.9747158 7.7018574 8.2550475 11.7691826 NA 9.4948570 8.8014025 11.6502362 5.9696455 9.6590917 10.1984641 9.2858673 8.2075474 9.1646613 11.7280439 10.3057408 9.7188972 11.6882233 7.5609213 8.9177050 3.6286103 9.6066515 4.3387809 7.1537172 10.5403000 0.00000000 0.00398950 0.30889000 0.31980000 0.31177000 -0.00249380 -0.00277070 0.30809000 0.07685400 -0.00207840 0.00000000 0.00000000 0.00398950 0.00972760 0.31354000 0.31354000 0.31354000 0.30467000 -0.00152430 0.31980000 -0.00539920 -0.00249380 -0.00567570 -0.00567570 -0.00277070 0.00083195 -0.00659730 -0.00387790 0.31225000 -0.00304750 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 9.6293595 5.9791062 8.5997686 7.5848821 -1.2782336 8.2295125 10.8480997 8.9931459 11.0217843 11.1272449 10.6557772 3.2452827 5.7661128 9.0300568 2.6286103 5.0792714 11.0512339 7.3253441 NA 7.0967573 4.3941437 -0.2782336 8.5703407 6.5096198 10.2363678 10.0770690 10.9425103 7.9140107 NA NA -1.2782336 9.5648537 7.7357381 9.1944087 -1.2782336 5.9791062 10.356983 9.914627 8.720308 11.118055 8.105422 9.034601 10.089678 2.043659 10.401198 9.328123 6.291574 5.365574 9.626352 6.429077 13.661022 10.809844 9.351985 13.660654 12.718456 6.880176 8.887881 10.444952 10.252124 9.943305 6.585904 13.940735 3.579699 9.388829 3.365581 NA 10.433815 8.564068 13.325808 8.637597 13.988797 8.968458 8.819750 12.877959 11.760980 8.762008 14.185785 12.166304 12.435641 13.181854 10.394585 1.306671 9.843251 10.055432 10.936644 8.430802 7.376354 9.684614 13.263540 10.675914 11.204778 6.351075 4.911543 6.469910 11.574637 12.442603 8.077686 NA -1.278234 10.263298 12.855181 10.330781 6.886625 10.613122 11.3619627 12.4416413 10.0770690 10.0311942 10.9028701 6.2839607 12.0873568 3.7217226 9.1852422 4.2135728 9.5577681 4.9696432 8.9743833 13.0936244 9.4256215 10.8938328 10.2309980 2.0436595 14.4680747 4.7529359 6.7104028 7.7206465 10.8771685 8.1688010 3.8091777 8.5951620 10.1801245 9.5266555 11.7451257 7.6375972 11.8333426 8.2820505 4.3941437 10.8348088 10.2618459 10.2200685 NA 11.0331823 8.9755654 2.4221523 11.3439985 4.6524578 8.9028701 7.7047115 9.5161338 9.5402600 5.0792714 9.9366440 1.3066705 10.1406245 11.1181861 10.4121523 12.3489097 10.9000714 11.2450347 10.7118218 10.6127420 7.9978422 8.2763068 9.1479825 9.3391853 2.9696386 0.3067289 NA 10.9130855 10.2229728 8.0163386 -0.2782336 9.4948570 8.8432512 10.7089819 TCGA-DW-7839 58 0 NA 419 kidney stage i t1b nx mx female 2010 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.66779103 3.94303988 1.13566620 9.19792460 -0.67162307 11.89593035 10.77308677 9.57744412 11.40046332 8.45631211 13.61297410 8.87136255 8.60212650 11.15587190 14.99833683 9.53595515 9.09237290 9.39710899 5.06979667 9.37749861 8.29843654 9.93704758 -0.67162307 13.09480786 2.80859099 8.65712906 9.43096263 8.85287247 9.21250125 5.00075722 9.61661997 9.79389718 11.82668131 7.58571821 12.48193262 3.53778061 9.09155148 9.59511722 9.80457070 NA 7.57625834 8.31559476 11.29987425 8.12274674 NA 7.26496891 8.66148597 8.28978053 11.67899372 9.51072501 6.88675132 8.76295900 9.52554743 NA 9.81214649 9.20484768 8.78981009 9.97848496 9.84403062 9.16280167 11.48967363 9.64517781 13.33693441 0.65021311 4.85189393 10.85287239 8.67373590 8.53656506 10.21555132 NA 4.32833385 2.02878130 13.24560954 10.00956916 10.73984169 4.37272231 8.18475635 9.32551009 10.60183494 1.65025907 9.00340575 2.65025907 11.69601847 10.25684909 12.35695944 10.66316269 8.03223422 3.85188893 10.97691298 5.29411342 0.91326283 5.16122260 7.73134279 3.18631038 -0.08666057 8.64574344 11.21440831 10.85654061 12.53557387 9.41114508 0.91326283 10.17146668 8.08821900 11.75530956 7.25906812 0.32837693 10.73240785 4.35069525 5.56673602 9.37067411 8.09816845 13.52627686 11.40414411 7.99544212 9.39845170 11.63794917 9.33675937 10.06684520 9.13003895 9.17538812 -1.67162307 10.37919964 10.16122071 0.65021311 7.88822391 10.30621165 10.46564211 8.78776220 10.66092675 11.28941860 10.63325237 0.65021311 10.00649061 9.29301083 3.75459893 7.91517070 -0.67162307 8.90387010 5.92078872 12.85946845 10.82668131 9.59101287 10.45825762 10.42702082 9.55775049 -0.67162307 10.80915121 9.16359156 8.61373275 11.02072824 NA 3.37272927 11.07169249 0.32837693 4.57625607 1.91330113 10.84353772 2.02878130 7.76504205 7.21216562 NA -1.67162307 11.80520349 11.01395559 11.93647000 11.11745675 11.56912207 4.37272231 9.11624960 6.28124757 10.99522042 11.31185881 10.61604308 13.17166295 2.72065058 -0.67162307 -0.08666057 9.90008337 9.51072501 9.24346321 NA 11.32938701 11.57447749 12.18037248 6.04436133 10.58748548 -1.67162307 NA 1.13566620 -1.67162307 14.92068555 7.56195004 8.94855062 11.91129592 0.32837693 9.12193415 8.48330067 11.41678771 8.42108778 9.21173769 9.65980756 9.26864422 8.63894339 9.79338693 11.81579395 9.67816489 9.56494285 11.05305770 7.82018407 10.52953568 4.51815742 10.60648979 6.12683454 8.14542629 10.33255119 -0.00451780 0.00666530 0.00368440 0.00499690 0.00000000 0.00346870 -0.00553750 0.87807000 0.01474900 -0.01691600 -0.01691600 -0.00027724 0.00666530 0.00666530 0.00430210 0.00368440 0.00368440 0.00368440 0.01447000 0.00055459 0.00291330 0.00513590 -0.00553750 -0.00553750 -0.00553750 -0.00788630 0.00763920 -0.00567570 -0.02219500 -0.05967300 0.01474900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.73559850 6.67262617 5.37272579 7.69602930 NA 9.57862913 11.80659473 7.26541064 9.39509258 11.33573122 10.05710161 6.55233249 6.97218716 9.58689682 3.85188893 5.93566011 10.32586308 4.35069525 -0.08666057 8.25314310 1.49825087 NA 8.96495536 8.17225197 10.85994611 10.82543410 10.93090200 6.63666957 -0.67162307 3.94303988 -0.67162307 10.08697041 7.59745743 9.73825189 NA 2.72065058 9.4844139 10.7640010 8.9802793 10.3447908 9.4926091 9.4787126 11.2153609 4.7033721 9.8611736 9.1372950 7.1986955 2.3283195 9.8241858 7.6275390 13.2519368 10.5827689 10.0352584 14.1937499 13.3468352 6.3226835 10.1207143 9.7409006 1.7877668 10.5374794 2.3283195 14.1579791 8.7227935 12.0849913 NA NA 8.9010310 7.0113257 12.7273415 9.5069956 13.3369344 9.5974574 9.2897803 10.7472374 6.8905732 8.1847564 12.5077733 12.3569594 11.9782605 12.7725044 10.5589517 -0.6716231 9.8040642 11.5718023 9.5402189 8.0981684 8.0664229 10.1263974 13.5402950 5.2825288 11.8333954 6.7077098 6.0356899 8.8060891 11.0239940 12.8061522 5.1096907 -0.6716231 NA 9.9375095 12.4852828 11.6445656 8.4640401 11.5926267 11.0296372 13.0449894 10.8254341 10.8427982 10.6358161 5.8201841 7.2261761 5.2471946 9.2025436 2.8518989 9.9676714 1.3283195 9.2094446 11.9946524 8.7503955 11.5184640 10.1878655 4.5377868 15.7331313 5.7970778 6.8479669 7.5499179 10.3031038 4.6858841 0.3283769 8.7836580 10.1280171 9.2708452 12.6930809 2.4982509 6.3562371 5.9282424 5.4263620 8.5193898 10.4904073 10.0477195 -1.6716231 11.9854258 9.6032912 2.7206506 9.7702374 2.1356990 8.4459737 8.3367591 9.4111451 9.3378304 -1.6716231 8.4793474 -0.6716231 10.1612207 10.8574513 10.6105504 12.8594685 10.2029279 10.6392275 11.0207282 10.5933597 7.8674894 9.5218560 9.4511588 10.2759677 NA 1.1541295 NA 7.3890264 10.4605476 9.1792988 -1.6716231 9.1219342 8.4589012 10.7650422 TCGA-DW-7840 60 0 NA 114 kidney stage i t1b nx mx male 2011 NA NA 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 1 3 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.40860445 9.42074197 8.39076569 7.84345065 4.14955204 10.65921209 10.56839832 10.16537849 7.15484747 1.81270358 11.56078287 0.40119355 9.28970654 8.28367782 1.38399453 10.37950335 9.58270935 8.66386155 9.35360669 5.43713117 6.50503344 9.98764517 1.06212171 11.39216724 10.30704913 4.19137314 8.92627672 8.67123250 13.01383074 10.51536130 9.04332974 7.68047627 15.40682004 9.57384332 7.77289714 10.21056725 4.45440623 9.24944273 8.47148176 12.52280255 4.67680335 13.89032637 4.81644611 8.48084997 9.98541817 7.63951943 8.61859657 -0.93787829 10.08445856 9.11465879 12.06050484 6.26176397 14.50860638 4.64705542 8.65757213 6.61667969 11.29930065 NA 6.42841210 12.54237600 12.28729812 8.95842308 5.60125080 7.47148176 11.37128278 9.82447272 10.93515024 7.60512241 7.12278659 8.50710563 9.60415530 1.38399453 10.03291563 8.99578128 10.35268560 10.04793258 9.28970654 8.70052676 11.70015774 9.86137231 14.46380355 3.06208716 3.06208716 11.16373816 8.63219295 9.41744179 10.06138604 1.64703815 2.06208716 1.86943715 13.34097568 11.35556236 10.30228580 11.22511131 7.19651656 10.24944273 10.95766595 2.23201600 8.61283754 5.52152192 10.70864939 11.85954958 11.40583163 10.06631110 9.16406645 7.97498008 10.50244080 5.89498021 0.06212171 4.27154520 9.45762486 3.70594474 -0.93787829 9.37042979 11.38401877 10.27823025 11.68734292 9.21183793 0.06212171 9.41413405 7.31475633 11.20284701 11.13288249 3.81697851 9.43821611 9.80355770 4.76252954 9.97348270 6.96295730 11.24789530 12.26681464 9.57877572 9.45921971 12.25884648 8.66200357 9.24075556 8.91383965 7.20164170 NA 7.99282790 10.19201757 0.06212171 9.60619550 10.61283745 10.42129116 9.77203607 10.51175522 11.17713433 10.76469630 3.31002013 10.68688619 9.58972417 2.64706118 9.39636396 NA 8.86622182 4.76252954 11.90699256 11.38683379 9.44471468 9.71583144 11.11838971 9.02064332 2.64706118 11.31838198 9.47571864 8.29810474 10.38852020 4.27154520 5.80355770 5.79001088 2.06208716 7.42403440 2.06208716 9.84672554 2.52152821 8.08168155 5.89725737 NA 0.06212171 11.79954933 10.86541462 11.74420744 11.02136819 11.63668420 6.77633564 8.01340475 7.27441729 8.81196000 10.20228143 9.56392783 10.93052742 3.52152821 -0.93787829 -0.93787829 10.53681068 9.08445843 8.26910517 5.31001650 11.87226063 10.42184025 10.37724025 7.00677376 10.54842295 1.86943715 -0.93787829 NA 1.86943715 14.36968287 5.67680053 8.23701631 10.70007397 NA 8.32887729 9.06660615 11.65851343 7.11737298 11.11601659 10.15748766 8.19908190 9.66478947 9.43059723 11.70639768 10.24262156 9.99725571 10.30407382 7.17583295 9.29051264 4.14955204 8.58956763 4.64705542 7.47626826 11.94033324 -0.00766440 0.00041593 -0.00567570 0.00055459 1.45410000 0.00000000 -0.00415460 0.72074000 0.07369000 -0.00816240 -0.00816240 -0.00766440 0.00041593 0.00041593 0.00750000 -0.00567570 -0.00567570 -0.00567570 0.00055459 -0.00083160 -0.01106000 0.00000000 0.01642500 0.01540100 -0.00415460 -0.00083160 0.00000000 -0.00800420 0.00055459 -0.09973600 0.07369000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 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6.1913731 9.1295252 9.5469136 6.9012941 10.8778742 3.9689847 13.4882899 6.0393709 10.9723586 2.5215282 NA 9.7095491 6.4371295 13.0408905 9.4360433 14.4638035 8.7763363 8.3862712 11.8601574 9.0955136 7.1965166 12.5148467 11.4058316 12.0470431 12.2214890 10.0507754 NA 11.1163559 10.3469148 10.2776237 6.9629573 7.3795031 10.1064848 12.6658329 8.9508341 10.7603613 5.9324557 7.3658718 8.8613723 11.4920204 12.1343908 9.4693585 -0.9378783 0.6470842 8.3052647 12.1905684 10.8661491 6.9987292 10.1555083 11.7140393 12.0513078 10.7707435 9.8442698 11.4767759 6.5619371 8.8918135 4.1495520 9.0941363 5.3288759 9.3896434 4.5856536 8.5559461 11.8532373 9.2029204 10.7586236 9.7814796 2.5215282 14.8109911 7.2532982 6.8302756 7.1834170 10.8961666 7.8136350 3.2320160 8.7984925 9.5245930 8.8491771 11.9642774 6.4967196 10.0886142 8.3405400 5.2118377 10.1764837 11.6248101 10.4097121 NA 11.4804704 8.8319285 4.1064823 10.4146860 2.7625402 7.7590579 6.5378241 9.2118379 10.0844377 1.0621217 9.2181738 1.8694372 10.1920176 10.7014314 9.7581889 11.9069926 10.2939119 10.4709511 10.3885202 11.2099316 7.0336344 8.8565065 10.4956762 10.7972235 1.0621217 1.3839945 NA 8.4393011 11.7903577 8.3004953 -0.9378783 8.3288773 8.1810320 10.8730639 TCGA-DW-7841 61 0 NA 445 kidney stage i t1b nx mx male 2010 NA NA 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 4 6 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.7847552 9.1374267 9.6455122 11.3736929 8.7428396 5.9277282 10.7969291 9.7569522 10.9325403 4.7441288 11.0668289 2.0742657 9.3621990 9.6462017 8.3630379 8.3273721 3.6592396 11.5001601 10.6966614 10.2115008 7.5126907 NA 10.8506230 2.1321162 9.1540039 8.3030953 1.7847552 10.3663892 9.9712971 8.8242985 9.9010390 3.6148394 7.8745886 10.2618537 2.4222061 12.0105131 10.7138641 7.0114498 4.7023085 8.5602598 9.1334983 10.8391483 10.0875359 6.9942233 16.0288696 9.5624821 7.5921251 10.6169569 4.8242994 9.1196641 8.1046931 10.7725078 6.1617386 12.8246031 4.0857051 8.8655462 9.2532809 6.9094659 8.9833516 -1.3853373 10.0231748 9.3621990 12.0776030 6.6863072 14.5412097 5.7847709 9.2323492 7.8364323 10.3822020 -1.3853373 6.4913625 14.0865838 12.1624626 8.8120618 5.8242994 7.3222040 10.5100417 9.4736033 10.8236891 7.9277282 7.9679916 9.5529543 9.4642502 -0.3851488 10.3953848 8.7062805 9.7357310 10.0525971 9.2775134 8.6523922 11.9807082 9.2577994 13.4665454 2.7847762 2.9367793 10.8710538 9.3411825 9.2632028 10.4599430 NA 2.7847762 1.7847552 13.9118330 10.6187143 10.6795879 11.3219885 8.0157245 10.2982784 11.0226440 3.4222061 8.5411412 5.5921251 10.8433632 11.2634274 11.2485647 10.2828437 8.9734962 8.0242360 11.1646298 2.3152764 0.6148512 1.1998137 9.2442018 9.7601404 -0.3851488 9.9657843 11.9159125 9.4205889 11.8154373 8.9657843 2.3152764 10.1241253 8.0452977 10.0650975 10.9468816 6.4157451 7.7233695 6.2221747 5.5217355 10.4786443 7.6288654 10.9795269 12.4947155 9.6842949 9.6074082 12.5155233 9.0252966 9.4374159 8.5949848 6.9767886 -0.3851488 7.4125063 10.2890373 1.9667627 9.2201023 9.9418362 10.6045944 9.0050139 10.0855039 11.3933330 10.8595062 4.2586998 9.9299947 9.9978041 4.8242994 8.4634680 NA 8.0804114 5.7543958 12.4985385 11.5365001 9.1423220 10.3896322 11.2663454 9.0557144 2.4222061 10.9813777 9.3030953 7.7847703 10.6368661 1.1998137 6.0742764 6.2221747 1.2633349 7.0536370 2.3152764 10.0976531 2.4222061 9.1818504 6.6955025 -0.3851488 -1.3853373 11.7209173 10.9668885 11.9592797 10.5999755 12.0386176 7.6619690 9.0252434 6.4241948 7.5396575 10.4485258 9.7266329 11.7924204 8.2073023 0.1997509 -0.3851488 10.0880435 9.3596789 9.1334983 6.4413938 10.2663454 11.2182396 10.7766068 6.7158755 10.3784725 2.3152764 0.6148512 3.2586998 2.0742657 14.1122604 6.9898849 9.2846159 10.8909695 -0.3851488 8.8059044 9.5972256 11.2339187 8.3308071 10.3243598 10.4544426 9.6253731 9.2368970 9.3672258 11.3421274 9.5157119 9.7607773 10.4704922 7.6755407 9.4591586 5.2586998 9.0844869 4.8503794 6.9496995 11.6689406 -0.0126180 0.0087528 0.0068044 0.0000000 0.5799200 -0.0038779 -0.0116110 0.5320400 0.1015900 -0.0126180 -0.0126180 -0.0026322 0.0087528 0.0087528 -0.0026322 -0.0026322 0.0021983 0.0068044 0.0097276 0.0000000 0.0013868 -0.0038779 -0.0023553 -0.0023553 -0.0116110 -0.0099565 -0.0055266 -0.0106460 -0.0298460 -0.0550950 0.1038700 0.000 0.000 0.000 0.000 1.100 0.565 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.545 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.580 0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.100 0.565 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.545 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.580 0.580 0.000 0.000 0.000 0.000 0.000 0.000 9.8340137 6.7847696 8.6302602 7.8405104 0.6148512 9.6392922 8.5878248 8.6692054 9.4019314 11.3267680 9.6503316 7.5307247 5.8532497 10.1300521 4.3427681 5.3290913 10.6718214 6.2221747 1.1998137 8.5500102 6.5978380 0.6148512 8.4556231 8.9833516 11.0640454 10.6337407 11.4115458 7.8863081 NA NA 1.4221792 9.9718471 7.9345171 9.1462265 NA 8.0242360 9.341915 10.028473 9.526237 10.098661 8.236897 8.592125 10.320909 4.106700 9.773455 9.655135 6.932257 6.653764 8.988798 5.315284 12.784535 11.180185 9.395385 14.243462 12.700069 7.082450 8.606367 9.886308 8.104693 10.444568 7.142323 13.626859 4.680932 10.609199 2.199814 NA 9.486750 7.225870 12.665714 10.003939 13.466545 8.849662 7.923184 10.711231 9.666054 8.015724 11.971710 11.248565 11.525863 12.358417 10.522862 4.723367 10.798170 10.118671 10.696994 7.628865 7.762050 9.885724 12.268922 11.241923 11.379717 6.376396 6.998550 7.974595 10.986077 12.816127 9.118671 -1.385337 -1.385337 9.210103 12.723370 11.413900 6.843664 10.542623 11.6474075 11.9131941 10.6337407 10.5842317 10.5978387 8.3290904 11.2012158 5.0577882 9.1761330 6.1066980 9.5820714 4.7441288 8.5307243 11.9701742 9.1087006 11.4149361 10.4051936 3.4222061 14.7417109 6.9675952 7.3152845 7.8897826 10.6809343 9.2184715 7.7595034 7.4790316 9.5172202 8.7607772 12.2363247 6.3083317 12.2227533 8.4882892 -0.3851488 10.2327717 11.0882972 10.6889866 1.4221792 11.4411950 9.0167913 5.0242354 10.7671300 2.4222061 7.7441281 7.2147582 8.9657843 9.6592938 5.2295533 8.9311266 2.1998137 10.2890373 10.6629913 10.4181691 12.4985385 10.7668129 11.0245012 10.6368661 10.9466018 7.6455122 7.8556366 10.0358580 10.2752867 1.6148512 2.7847762 NA 10.6953296 11.6690848 8.6592392 2.0742657 8.8059044 8.3994800 10.8034340 TCGA-DW-7842 52 0 NA 92 kidney stage i t1a nx mx male 2011 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6497213 9.4667986 10.6226417 8.2826539 -0.7285743 11.0649037 4.7611948 8.9465013 8.1540692 4.1540728 10.2885828 9.7532258 9.3199132 9.4692083 4.4808790 3.1783163 9.2861444 -1.7283353 12.4928625 10.5516172 10.5891216 9.8231347 10.9473305 12.3020935 9.3851685 8.2808213 8.2168700 15.0409285 9.9899593 8.6529693 10.6567496 5.1043157 9.8269742 8.4096981 10.7913083 2.5933538 14.4069553 3.9793394 8.4972966 10.2426107 7.9753298 8.4500911 -1.7283353 9.8699442 10.1479434 11.8579144 7.4978383 13.7868721 7.0329780 9.3531029 8.5169792 9.4661833 -1.7283353 6.7949889 10.7133331 12.6207076 8.4058528 -0.1435321 8.2586904 11.0876101 9.7380127 11.3316157 9.0939972 6.3535756 9.2579797 10.0470366 NA 10.2058544 8.9787857 9.4141717 9.6196012 9.0739428 9.3300947 11.3918943 9.5774881 15.1059715 0.8563882 0.2714257 10.5571176 9.5106550 8.4426031 10.7580100 2.9152914 1.5933538 -0.7285743 12.7078777 10.7275241 10.5972940 7.3185500 10.0888098 8.7060546 10.1490939 4.1540728 8.3158207 4.1294067 11.9561750 9.8479108 11.6534384 10.9955138 9.2021637 5.0263132 10.3290797 4.5752095 1.8563882 3.7632841 8.4808798 8.1106300 1.2714257 8.5899690 11.8294883 10.4278255 12.1955894 9.6322735 4.4085217 10.0884100 7.5797655 11.1360924 8.5820392 3.3158270 9.2777526 4.6112786 4.6808194 9.5689158 8.9233750 12.8350994 11.4333455 8.5591388 8.9420825 11.3462369 8.8431789 10.1118109 9.0939972 7.4930132 -0.1435321 9.8943934 10.5110249 -0.1245345 8.3434784 10.5023475 10.7117765 9.2529937 10.5226129 11.4013534 10.9873884 2.0787806 10.0449778 9.2164752 3.8861404 8.5614453 0.2714257 9.2400932 7.4186310 12.2817797 10.5874250 9.2896265 10.4369615 10.5591388 9.8436529 -0.1435321 10.8563138 8.6157223 8.4084176 11.0402310 3.1783163 3.9438557 3.8563882 4.7918505 5.6551314 3.8554914 10.7675312 2.7949980 6.9925260 6.2993326 NA -0.7285743 11.9121232 10.7504487 11.9049893 11.2177844 11.5634604 6.8824511 10.1834961 6.8097707 9.9053298 11.2793297 9.9644776 12.0352612 3.8563882 0.8563882 -1.7283353 10.4322432 8.6786941 9.6372019 NA 10.6432030 9.2679000 12.0328737 4.4697232 10.2168702 -1.7283353 NA 1.5933538 2.5933538 16.0251459 8.8240763 9.2910171 11.5881322 -0.1435321 9.2833526 8.7713023 12.3850872 8.3226353 10.6415689 9.7096985 9.8497991 9.1954965 9.2379320 11.9290798 10.1011491 10.3045052 10.2533504 7.2937944 10.3845174 3.8861404 10.9155080 5.7953799 6.6648170 10.4790509 -0.00387790 0.00221930 0.00305220 -0.00041585 0.72131000 0.00194180 -0.00332430 0.65756000 0.04528200 -0.00387790 -0.00387790 -0.00387790 0.00221930 0.00221930 0.00305220 0.00305220 0.00305220 0.00305220 0.00221930 -0.00041585 -0.00124730 0.00194180 0.00388540 0.00388540 -0.00332430 0.00000000 0.00041593 -0.00968060 -0.01487900 -0.03749000 0.04528200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 10.2965659 6.2429702 7.1074766 7.4178424 NA 9.4814889 10.1332888 6.4965374 9.2110056 11.0828834 10.2937942 5.4211728 6.8144581 9.5044468 6.4211728 5.4612502 11.4607877 4.6112786 0.8563882 8.3321225 3.6637431 -0.1435321 8.4488460 8.5452220 11.3311122 11.2454824 10.3796078 6.2544202 0.8563882 -1.7283353 1.2714257 9.5399684 8.3185505 9.5910985 -0.1435321 4.1043199 9.8154249 10.5717790 8.9197840 10.0864093 9.5712067 8.5428895 11.5703481 4.5382153 10.5154929 8.6691012 5.6892796 1.8563882 9.8861363 7.1722935 13.4599380 9.8842949 10.0006223 14.0629963 12.8377023 7.6871685 8.7572557 10.1266842 4.4612535 10.7254686 2.5193658 13.9046487 5.6023440 9.6399329 -0.1435321 -1.7283353 9.1394772 8.9544208 13.0302742 10.0650297 15.1059715 9.2805553 9.8076735 12.6287722 8.0803907 10.0888098 13.5299556 11.6534384 13.6355953 11.9051028 10.9982832 0.5934016 10.4045686 10.8704093 10.9340948 8.9233750 7.9367622 9.7364826 13.0968324 7.7308580 11.8635318 7.2197939 6.3955478 9.3681415 10.7964578 12.8799700 7.6658894 NA NA 9.4581597 12.3948203 11.8772497 7.8067017 11.4245034 11.3656691 13.3554043 11.2454824 10.8122809 11.0162602 4.9856735 8.6432029 5.2372119 8.9822330 4.1294067 9.9925256 6.0396100 10.7057940 12.3580213 8.7702757 11.4678749 10.4723250 3.0263220 15.4363922 6.8790894 6.9402760 7.9086670 10.0629963 6.0329780 -1.7283353 9.1555970 9.8989603 9.3292490 11.6571540 3.2256297 8.3334725 6.5146004 3.0263220 10.9738156 10.4447912 9.2335995 NA 12.4064943 9.9354291 3.0263220 10.2996778 3.3588885 9.5056450 7.3428889 9.6322735 9.4707429 NA 9.2515660 0.5934016 10.5110249 10.9787855 11.0642167 12.2817797 10.1184838 10.7986590 11.0402310 10.4759975 7.5888390 10.5729226 9.9278513 10.6276032 NA 0.4604805 NA 8.5625969 10.6972743 9.7993920 NA 9.2833526 8.3864700 11.2595785 TCGA-DW-7963 43 0 NA 1240 kidney stage i t1b n0 mx male 2010 NA no 100 kidney papillary renal cell carcinoma 3.5 1984 black or african american not hispanic or latino NA NA 1 5 3 2 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.3377013 4.3516425 11.3271581 9.1786780 8.2286297 9.4423640 2.6512010 7.1589954 10.8123330 1.6512239 11.1903599 10.2115339 5.1747619 6.2659113 8.6398291 10.3289207 10.7766146 9.3446880 7.5091820 15.7700205 9.4745683 7.8110722 10.4872514 3.2361711 8.8848207 7.3516407 12.0774658 3.2361711 12.7323516 3.4124835 7.7934102 9.3058372 7.1106326 8.5819383 1.6512239 9.4391036 9.7649432 13.3613617 7.2511141 15.6148653 4.9731291 9.6532003 8.4966912 11.9623817 NA 8.5153872 13.4848818 13.1440557 8.1669007 3.2361711 8.5399443 11.2529719 9.5610941 10.2172551 7.3516407 6.2361635 8.2659108 9.3200861 NA 10.1249068 7.8606543 10.4649823 10.4110892 9.3129791 8.7804840 12.1680140 8.9640841 13.6232834 0.6512239 4.1106305 10.6804882 10.0669428 8.9776305 10.1330005 NA 2.6512010 2.9731337 13.4727757 10.7701421 9.9062297 12.9284884 7.6284813 10.1470561 11.2124890 3.2361711 7.8800200 7.1269347 10.9319718 11.2324016 11.5414653 9.3200861 9.0899928 9.4259881 10.4825083 NA NA 1.6512239 8.5819383 6.2361635 NA 9.5760136 12.6818682 9.4713799 10.2511139 9.3993939 0.6512239 8.9226641 7.7804840 9.9917411 11.6341946 7.0262401 8.7386638 10.0456637 6.1430546 11.5361347 7.9910513 10.8643053 11.5685731 10.2548274 9.4094242 12.9029793 9.1228761 9.4226905 9.2659108 6.6053980 NA 7.0774663 10.1269344 0.6512239 9.7068089 9.8630893 10.9776305 9.3585602 9.9865914 12.2645301 10.1188065 2.2361558 11.0021402 9.2350360 3.2361711 7.7907525 NA 7.9179878 5.6053965 12.2492535 11.2977597 9.6024858 10.3620075 10.6983249 9.3688775 3.2361711 10.7741973 9.1390409 7.8896056 10.5013879 2.9731337 5.8606550 5.5091828 1.6512239 7.9999290 3.2361711 10.9308116 2.2361558 7.9458219 5.1106347 NA NA 11.3298012 10.4407346 11.3951939 10.4504827 11.0806078 9.9798760 7.4713801 6.7166439 8.3377017 10.0087530 9.3791214 9.5789791 7.0941442 0.6512239 NA 10.0732658 9.1147254 8.2361635 5.6053965 10.8836220 11.6010278 10.1884195 7.4431450 10.2511139 0.6512239 NA NA 6.8606550 13.2536679 7.2511141 9.1390409 10.6763406 NA 9.2019479 9.2996305 11.5091820 5.8991297 10.1228763 10.3218573 9.8606543 8.6680092 8.8508735 11.3004572 10.2305169 9.4681848 10.4276340 7.0605922 8.6735688 4.3516425 9.1903598 4.8211285 6.8991285 11.2314596 -0.00373950 0.00944910 0.67244000 -0.00512270 0.69409000 0.00471900 -0.01202400 0.65866000 0.14191000 -0.00373950 -0.00373950 -0.00373950 0.00944910 0.00944910 0.68254000 0.67244000 0.67244000 0.67244000 -0.00069303 0.00499690 -0.00567570 0.00471900 -0.00346270 -0.00346270 -0.00609040 0.00235810 0.01056400 -0.00193990 0.67493000 -0.03476800 0.14191000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.675 0.675 0.659 0.659 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.694 0.694 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.675 0.675 0.659 0.659 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.694 0.694 0.000 0.000 0.000 0.000 0.142 0.142 9.3892934 6.7804847 7.7907525 7.8656176 4.9658997 9.2622260 10.9342894 7.9276980 9.9753816 11.1625287 10.3165370 3.9731337 5.5580931 10.0520804 0.6512239 7.0605922 11.1003497 10.0456637 0.6512239 6.8410259 4.1106305 NA 8.3022528 7.1747629 10.2077071 10.0648290 10.9233409 7.9999290 NA 0.6512239 0.6512239 9.6818682 7.1430546 9.0175233 NA 5.8211260 9.178678 9.759725 9.698325 10.043518 7.841026 10.448863 9.826127 4.738665 9.924997 9.013145 6.759726 4.651201 9.026240 5.236163 13.759889 11.070108 8.964084 13.165422 12.959019 6.077465 8.764943 9.964084 8.385911 10.385911 3.821129 13.094922 4.651201 10.827374 NA NA 10.800948 7.651201 12.849032 9.162954 13.623283 8.684624 8.236163 12.238510 11.052080 7.628481 13.224138 11.541465 11.709869 12.320529 9.952697 2.236156 10.564090 9.706483 10.959540 7.991051 7.174763 9.811072 12.875806 9.073266 11.336826 3.821129 7.236163 8.135017 11.436654 11.948117 8.599568 NA NA 8.679107 12.894375 9.968207 6.323626 10.530784 11.6687054 11.9993759 10.0648290 9.0732657 11.2408522 5.5580931 9.9865914 4.8991273 9.5399443 5.4060876 9.3058372 5.2361635 7.4713801 12.4341951 9.1309813 10.6804882 9.4488626 2.6512010 15.0185475 7.5267355 6.9910513 7.7789372 11.1922977 8.1188067 4.6512010 8.0605922 9.7333501 9.7070528 11.1137033 5.5091828 10.5995683 7.5819387 0.6512239 11.3094125 10.8715794 10.2361636 NA 10.9214964 8.3377017 3.6512010 10.5138384 3.6512010 8.2134435 6.8606550 9.3993939 9.5938034 6.2659113 9.7649432 2.2361558 10.1269344 11.0574061 10.4391036 12.2492535 11.3280397 11.7720869 10.5013879 10.7727345 6.5819387 7.7597258 9.3341957 9.8335954 2.2361558 2.2361558 NA 8.7907525 11.2671432 7.2361635 NA 9.2019479 9.0858293 10.5013879 TCGA-DZ-6131 31 0 NA 2429 kidney stage iii t3a n0 mx male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 3 1 4 3 1 4 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.14285714285714 21.4285714285714 17.8571428571429 39.2857142857143 14.2857142857143 7.8036404 11.2935853 9.2483029 9.3515479 9.9773294 6.8214883 0.3057955 5.3367868 9.8120959 0.6277002 6.8209359 5.5152425 6.6322173 7.1914847 7.6367051 11.3071966 11.8526829 5.8832176 8.0887866 10.5364094 12.6001220 13.6098527 11.3600535 11.3886027 8.3919245 5.4247307 7.6523022 10.2187974 0.3057955 NA 6.2773320 10.4146395 10.2632532 10.7567419 8.0606759 0.6277002 8.5690577 10.1888135 11.4183908 7.4221321 7.4931405 4.1637724 10.3765802 11.4653444 5.2006064 10.2220411 2.6277236 9.3839393 8.6578318 8.9001130 6.9314975 2.6981073 12.5211697 11.2333812 10.5201075 8.6699232 2.0062262 11.0547674 1.8967368 9.3605622 8.2201737 5.7733951 10.6962261 10.3264212 9.0362585 9.8872103 1.6277002 5.3826050 10.3785910 1.4757075 12.2913635 9.7626561 6.1195699 3.2599805 9.7125196 11.8387530 10.3343851 8.5075203 8.2497681 15.5267524 10.2884255 8.5958072 10.4299097 4.7652218 10.0062282 7.3225970 8.0200338 5.7652191 13.5441931 1.6277002 7.9878700 7.7362409 7.9675664 8.8332655 1.8907580 10.1315423 8.4681797 12.9863127 6.9424125 14.5843146 6.3501825 10.0631325 7.4631352 13.0563384 NA 5.8449480 11.6762034 11.9238297 8.7257487 7.6589355 9.0345594 5.8907507 8.5273753 11.3765802 9.0489399 7.3745666 9.4221323 9.1520622 1.6277002 9.8071280 9.8637307 10.4462986 10.2153064 8.7569996 8.1930088 11.8728294 9.8680308 12.3379202 2.3932514 0.3057955 10.3191111 8.6753858 9.1171631 10.8639699 NA 2.0062262 0.6277002 13.9812217 5.1131420 9.7789868 9.6523022 9.8366824 10.1555844 10.4143128 5.1884326 7.5749151 6.5584544 11.1127407 9.6889526 11.8684315 10.6903024 8.4440603 7.4856973 10.6049964 3.4757075 2.3057955 3.5911887 7.5958072 3.7976460 -1.6943213 8.2916303 10.7888484 9.2722939 3.7652165 10.6004091 1.4757075 9.7611155 7.4606066 10.1739126 6.7362409 3.6277119 8.7611157 4.2599880 6.8713471 10.2501345 9.0548197 11.1989003 10.7151794 9.9857083 8.8603772 12.2722037 9.3163166 9.3071965 8.8115998 13.1204710 -0.1092031 9.3481317 10.9579612 9.3045551 8.3844328 11.3520598 10.2413218 3.5152457 10.5057674 10.5906125 10.5681769 3.5537168 10.4434200 9.1161272 4.7151795 4.8135811 -1.6943213 10.5643544 5.8056355 12.1503961 11.4229445 9.0640117 10.2719333 10.0656765 9.1363037 4.2365232 11.7143132 9.1211716 8.9984040 10.4760264 1.8907580 4.5346095 4.3501860 3.5152457 3.0062262 0.8907191 10.1956725 3.7320521 8.3903844 5.7551840 NA 3.4350685 12.0628658 10.1645465 11.6258838 11.3342125 11.3764125 10.3498409 11.2079072 6.6770854 8.5297901 11.6894927 9.8632521 10.0417674 0.8907191 NA NA 10.2776911 8.6310937 8.6478631 -0.6943213 11.4997757 11.7440605 10.2313429 7.2144512 10.1903405 NA -0.1092031 NA -0.6943213 13.4496499 7.5225345 9.0165949 11.0512527 NA 8.7362409 9.2055606 10.8637307 6.2715732 12.2107993 10.5507468 9.8001441 9.4931405 9.0855078 11.4292632 10.4011854 11.5392583 10.0421903 8.5608170 9.2380032 4.2830698 10.2092937 5.4270094 7.7603547 10.3412749 0.6926000 0.3698600 0.0207630 -0.3329500 0.0186630 0.0459910 -0.2651600 0.7413800 -0.1103700 -0.0172540 0.0164250 0.0182430 -0.0053992 0.0058309 -0.3273900 -0.3458400 -0.3374500 0.0256710 -0.3704200 0.3473000 0.0129340 0.0128120 -0.7643200 -1.2929000 -0.2664900 0.0000000 0.0207630 -0.3794300 0.0202030 -0.0111980 -0.1097200 -0.268 -0.268 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 -0.327 0.000 -0.363 -0.363 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.730 -0.383 -0.110 -0.110 -0.268 -0.268 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 -0.327 0.000 -0.363 -0.363 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.730 -0.383 -0.110 -0.110 10.4188793 6.8982458 8.6959573 7.3402026 NA 9.6986425 4.8756425 8.6108126 14.0447515 11.3552660 10.2916304 -0.1092031 5.8135837 10.1773087 0.8907191 8.8400912 10.4312018 4.2599880 0.3057955 7.2066549 7.0303019 1.6277002 8.5935009 7.5370095 11.4668982 11.3071966 11.0267316 7.0969512 0.6277002 NA -0.6943213 10.3405873 8.8195159 9.4694381 -1.6943213 5.9057023 9.2951828 10.5005452 10.3488157 7.6456383 9.9684567 8.0590053 11.3653019 4.4757140 11.2999650 9.3029679 7.2657904 5.5249569 9.7544209 5.8982446 14.1430221 11.0114208 9.7590591 13.4606065 11.8893413 6.8756437 9.5525290 10.3260739 4.4143115 10.8618154 2.7652165 13.7890374 7.6254605 8.4656599 2.0062262 NA 9.9269245 8.7764472 12.8118480 9.5017757 12.3379202 9.7575147 9.6107100 5.5441917 10.9204982 9.8366824 13.1798572 11.8684315 11.5979662 12.7174318 10.7117276 -1.6943213 11.1703615 10.7948837 10.8417927 9.0548197 7.7528717 10.1918660 13.3392974 10.1776936 11.7469170 1.1131671 7.8195162 8.5946545 11.5149371 12.6525791 4.8449480 -0.6943213 -1.6943213 10.5894556 12.4771998 11.3453912 6.6186718 10.5824944 11.4138227 12.3217261 11.3071966 10.5364094 11.3600535 5.2126783 6.7445796 5.6808279 8.7733941 6.3664848 10.3149172 5.2006064 7.1884316 12.2432486 9.0447250 11.4076000 9.6395028 1.3057955 13.7170014 7.1449294 7.4402147 7.9336505 10.6821852 8.2930522 1.1131671 9.5097481 9.9405995 10.0430358 10.6721106 6.0871488 11.2679614 9.3637802 NA 12.6051395 11.7935028 9.9070950 -1.6943213 11.8922764 9.6622404 1.3057955 9.6015572 3.6633446 9.0615105 9.6333411 10.6004091 9.8777306 0.8907191 10.8466430 2.3932514 10.9579612 10.7127906 10.8227196 12.1503961 10.9135810 11.1002042 10.4760264 11.2139933 8.2081636 7.4906640 10.4647136 10.2339366 -0.1092031 0.8907191 0.8907191 8.5865591 13.7480208 9.5213213 0.6277002 8.7362409 8.1914847 10.3257265 TCGA-DZ-6132 69 0 NA 2460 kidney stage i t1a nx mx male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 2 1 4 4 2 2 2 1 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.358249e-06 3.468013e-07 0 21.5189873417722 29.1139240506329 37.9746835443038 11.3924050632911 8.33712858 10.26528733 8.81992360 8.44747795 10.21840316 9.63074800 -0.65585325 8.95396913 9.64911190 -0.07081499 2.76305032 4.59211613 4.45271403 7.23293315 6.27492694 11.35296901 12.30672479 7.38858478 10.05327401 10.79230658 12.38781567 12.27074013 11.04332885 11.31249705 10.76940613 4.04463018 7.49393709 14.02564829 4.64797065 5.00240099 6.22070722 10.40758538 10.32111229 9.78920513 4.64797065 1.34420357 8.79333897 9.77986050 12.57983055 9.69623365 6.00952633 6.03069141 10.43661702 11.20022662 6.17708063 13.11583446 9.73758064 9.43562568 10.32896467 8.65480320 7.45009857 5.95890066 13.01202251 11.21474762 10.40387270 7.65933949 0.57686070 10.38270810 3.16130726 9.00150869 8.15636779 1.92914713 10.05843570 10.53339710 9.32290068 10.06794076 4.09907634 9.27566639 10.30744765 4.66612030 12.56502199 9.26900275 10.14953108 8.01130162 10.40082459 12.97559469 10.71160503 9.14832125 8.94596112 15.14438237 9.33358474 8.57900775 9.00774829 4.15154226 9.52285514 7.49900872 11.10158029 8.06015225 14.10269977 2.56839699 8.41880008 6.57300938 6.11897636 8.93290478 1.66612030 9.92350621 9.24203581 11.58199770 7.69512944 14.64499858 6.54386239 10.15582182 7.63420917 11.03593376 -1.65562597 8.99344652 11.97707188 11.51661774 8.14670664 6.85198510 7.42367481 8.59921884 9.84950566 11.25314570 8.73005264 7.58259514 9.56517312 9.43628658 2.59211015 9.97126806 8.99164854 9.75676012 9.65650602 9.62785741 8.00952633 12.21857516 9.52658453 14.03096432 1.80364036 3.25108280 10.04636296 8.90373938 8.78402100 10.74613638 -1.65562597 NA 0.66612030 13.43326826 8.72789459 9.78816986 8.89204883 9.62147756 9.31788763 10.51474127 6.67510739 7.39675803 6.62031515 11.19496309 11.37967668 11.98784804 10.62872521 8.94596112 10.59330372 11.07889985 4.68403884 2.59211015 7.12882540 8.06699759 5.17708063 0.34414675 9.52036331 11.50216872 10.16197331 10.21108279 10.00374024 4.34643927 9.28450395 7.36099892 9.48092508 3.38858908 5.85198385 8.47989947 6.37209542 6.23900844 9.21609541 8.90356737 11.63852379 11.48916708 9.74720225 9.00863759 11.75212182 9.25032921 9.16914909 8.68737603 7.16755764 0.34414675 9.21532550 11.08186014 1.57990421 7.96426346 10.00561655 10.55394823 9.56032978 9.99209838 11.81421353 10.86456341 3.62958976 10.24430234 8.95466133 5.60157767 9.01484650 -1.65562597 7.56335875 7.46572393 12.16546599 11.36898361 8.80054468 10.51536701 10.19710978 8.55729444 1.66612030 11.26085351 9.02014741 8.44485256 10.74879966 5.85198385 5.01661666 7.28082829 2.98804840 7.22683314 2.43164970 10.46377989 -0.07081499 10.65933984 6.21954028 NA -0.07081499 11.83929576 10.69070395 11.67678630 10.83854584 10.96807174 7.71487742 9.74121230 6.91726943 8.94037997 10.67005780 9.63938521 12.18604938 4.59211613 -1.65562597 NA 10.44649404 8.79437038 9.11815360 3.89877912 14.15330520 11.71814291 10.28487094 5.48905155 10.28119621 1.51409700 1.80364036 2.66612030 NA 14.01362899 8.79437038 8.52782571 11.45874597 NA 9.53463224 9.49191040 11.23045840 6.50406100 11.20158816 10.13698048 9.09154408 9.26603127 9.29328748 11.61900517 10.41833175 10.48597810 10.51192201 8.30419204 9.72793781 6.81992360 9.95936011 5.13886770 7.17213644 10.50909713 0.00215270 0.00312430 0.17009000 -0.00283710 0.37290000 -0.00159090 -0.00933290 0.15539000 0.03884500 0.00215270 0.00215270 -0.00566440 0.00000000 -0.00643320 -0.00062099 0.00966080 0.00966080 0.00966080 -0.00242180 -0.00034379 0.00256900 -0.00159090 0.00118140 0.00118140 -0.00463600 -0.00670950 -0.00532740 -0.38766000 -0.00574210 -0.01443200 0.03884500 0.000 0.000 0.000 0.000 0.367 0.367 0.000 -0.388 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.367 0.367 0.000 -0.388 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.000 0.000 10.0385481 6.7450692 9.1049103 6.8086129 3.1861677 9.5825950 10.0407231 9.9966946 10.5802045 11.1918818 10.3438379 1.6661203 6.3940390 9.4323160 4.0990763 6.5633595 11.0856572 6.3720954 -1.6556260 6.9140454 6.2268341 3.1515504 8.7704551 7.3582107 11.7502743 11.3529690 10.5669580 6.5487618 -1.6556260 0.9291850 0.3441467 9.7498636 7.7641504 9.4422224 -0.6558533 7.6411067 9.984887 10.360302 8.999721 10.550899 8.979001 8.488848 10.947121 4.973547 10.741865 9.104078 6.774643 5.366557 9.709419 5.867753 13.822897 9.958900 9.878979 12.955330 12.236865 7.620128 10.299840 10.096571 11.263612 10.358211 6.030691 13.006803 4.944104 6.944103 3.251083 NA 10.768357 9.005968 12.851056 8.698440 14.030964 9.093222 9.242792 8.342781 10.175498 9.621478 11.321828 11.987848 12.960682 12.349376 11.049175 1.151534 10.728974 10.490122 11.566532 8.903567 7.659339 10.097407 12.883107 11.517867 11.463615 5.226832 6.753582 7.914046 10.840794 12.197792 7.955363 NA -1.655626 10.346302 12.714128 11.382243 6.891085 10.670901 11.4190007 12.5209867 11.3529690 10.7923066 11.0433289 7.3099747 11.4882111 6.0024010 9.0881832 5.4102800 10.5024844 6.1770806 8.1563678 12.6483911 8.8066927 11.7173273 10.0130753 2.2510828 13.5494108 6.6703957 7.4075856 7.3089069 10.0665709 9.6739865 4.8199236 9.2060527 9.4971087 7.7641504 11.0339699 9.8958985 12.8667718 8.7503951 5.4939387 10.7031161 10.8347904 9.9107201 NA 10.8102667 9.6723042 2.5921102 10.5068962 5.2983871 9.3505163 7.3012922 10.0037402 9.9462721 5.5340149 9.3913141 2.6661203 11.0818601 10.9220911 10.9492067 12.1654660 10.2145549 10.6153614 10.7487997 10.7075037 7.0236701 9.5370994 10.0860785 10.4891671 1.9291471 NA -0.6558533 10.4491166 10.7780156 8.9934465 0.3441467 9.5346322 7.9826263 11.4013359 TCGA-DZ-6133 66 1 1557 NA kidney stage i t1a nx mx female 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 2 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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16.0493827160494 27.1604938271605 44.4444444444444 7.40740740740741 10.5958806 10.1720363 11.1992135 8.5027853 9.9842258 6.4248851 2.8779994 4.7419307 9.9671094 -2.1221772 -1.8831030 5.1163939 7.7863827 5.2443125 7.0653418 11.2047003 12.1090611 10.0504175 12.5134247 10.5234233 12.2192308 13.4267851 11.9979848 11.3041237 7.6609885 5.9440783 8.0226480 8.4825434 4.5644879 3.3698433 4.1104551 11.4838167 10.8118650 10.6251339 6.6724055 0.4629946 8.4152085 9.4723145 7.9799659 8.1247303 5.8087274 8.7108801 10.6044210 10.9434061 7.0328083 7.5272463 2.1259155 10.2481325 9.3047789 8.0340732 7.8336396 -1.1218632 8.7483546 9.5339678 10.7592952 7.7545067 1.6853571 11.6990663 2.9560938 8.3995903 8.5758262 6.8466563 10.9656186 10.3255898 9.9182796 9.5482214 4.7848808 3.3042482 11.0472887 -2.1221772 12.4564216 9.9090018 9.6703735 9.2868504 11.4077743 11.4358126 10.7659721 8.3230048 6.1817705 15.2914774 9.4239197 8.6772714 11.4344960 4.5784316 9.1259176 7.8042859 11.7917209 1.6853571 14.7093715 3.5287588 8.6696575 10.4492686 6.5000420 8.3897427 -1.1218632 9.5204930 9.6075767 13.5726471 7.7061264 13.6779611 4.6328789 9.6498301 6.4890146 11.4092496 NA 7.3718455 13.4537360 12.9723151 8.1056058 -1.1218632 7.4760422 10.8584866 8.5137083 11.0019497 8.8160992 9.0819497 8.5827581 9.8716361 -0.1220202 10.8074333 5.9440783 10.5986617 9.7089013 8.5009570 8.7460410 11.8087569 9.1880347 14.4507050 0.6853571 0.6853571 10.6160822 10.0835358 8.8730503 11.4189655 NA 1.9654703 1.6853571 12.7103361 9.7587214 9.8574152 13.3354029 10.5714770 8.9819334 10.6780810 5.2443125 8.3698429 3.1999236 11.6596571 11.1672884 11.5692984 10.6519534 9.6593497 5.3618070 10.4699798 3.1259155 1.0478873 1.3374257 8.7156178 5.7421760 1.4629423 10.4010618 12.3389578 10.5068911 10.7132509 10.1092111 1.4629423 9.8951464 6.9891254 10.9499400 13.0428184 7.1976620 7.9494521 5.0874416 2.9539543 11.0320169 9.0837833 11.4988971 12.5928258 8.8906145 8.6626249 11.9516295 8.8013174 10.4681092 8.9050458 8.6949735 NA 8.8124180 10.3728456 2.9973466 10.1657601 9.9878207 11.6099454 8.2968969 10.4864759 11.5737620 10.3710949 1.7848808 9.8930565 8.7513342 3.3374257 7.5714766 -2.1221772 8.2211758 7.4741797 11.5095081 10.9126170 9.2831314 10.2918823 11.1685849 9.1031973 1.9654703 10.8168749 8.7375249 8.5082571 11.4939644 5.1999196 5.9601387 3.3698433 3.7359662 9.3100099 3.1999236 10.8041006 0.4629946 5.8495340 4.3250697 NA -2.1221772 12.2414403 10.8263572 11.8259008 10.7589127 11.1985085 8.9747051 10.8641467 6.5862814 7.2066647 10.8545541 9.3131393 11.7876018 5.3936908 1.1999393 NA 10.4995840 8.0578991 8.5609847 5.4402313 11.5128010 11.0699745 9.0659605 4.1160154 10.4399938 -1.1218632 -2.1221772 1.8779798 3.8087248 14.0482867 9.0117743 8.3887539 11.9053777 NA 9.7510496 9.2340843 12.4448765 7.2958424 10.9524660 9.6825243 9.7100889 9.2055426 8.7833771 11.3114450 10.6646680 10.4447575 10.3818157 6.8057684 10.2050149 3.8552722 9.1080105 5.6806366 6.1783880 10.9396987 -0.0042929 2.3787000 0.8481000 -0.0165670 1.6861000 -0.0143300 -0.0116110 0.8657200 0.2978700 -0.0042929 -0.0042929 -0.0042929 0.8059700 0.8044200 0.8510600 0.8481000 0.8481000 0.8481000 -0.0129890 -0.0165670 -0.0175290 -0.0129890 0.0000000 0.0000000 -0.0116110 -0.0106460 0.8566000 -0.0077482 0.8738800 -0.0145030 0.2978700 0.000 0.000 0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 9.8379920 6.2089074 8.2670835 7.4528293 -2.1221772 9.7537394 10.2220084 6.9862004 9.0971586 10.9391147 10.9336114 5.3292025 5.0874416 9.2150544 4.6724084 7.6788895 12.1400848 5.0874416 0.1998765 6.4015520 4.0479135 -1.1218632 8.0340732 7.4704474 11.6999791 11.2047003 10.3085497 6.8087274 2.4015486 -0.1220202 -0.5370054 9.4161789 7.2552005 8.8913125 -2.1221772 3.0072673 9.169736 10.346868 9.086224 9.545545 9.462013 10.281801 11.577888 5.261693 10.585565 10.280736 7.496375 2.270320 9.264391 7.856701 13.876316 9.788258 10.043211 13.117439 11.794523 7.718469 7.331261 9.754123 5.163394 10.101690 3.710878 13.254285 5.320932 8.362813 2.047922 -2.122177 10.831823 10.295579 11.852136 8.802803 14.450705 9.563615 10.118781 9.170887 8.923750 10.571477 13.069512 11.569298 13.116507 11.231826 10.794429 -2.122177 10.672406 11.167865 10.812602 9.083783 7.994334 9.629952 13.018101 7.106809 11.604208 5.605909 7.017541 9.226165 11.509735 12.528930 9.880520 -2.122177 -1.121863 11.461425 12.228998 11.419450 6.811680 10.956975 11.8568792 12.9901444 11.2047003 10.5234233 11.9979848 5.9917327 7.2724525 6.0175411 8.2508550 6.0175411 10.1071092 7.0328083 10.1894545 13.1473987 9.5697335 11.2281004 10.1016900 1.6853571 14.7730090 8.3247634 7.6544234 7.7831816 10.7869455 5.9169089 0.1998765 9.6126995 9.4440440 9.1754794 10.4772055 4.2873836 8.2638523 7.1306550 NA 9.8369051 10.4892454 9.7491251 0.8779798 11.9071909 9.9227256 1.4629423 10.6548343 2.7848808 9.2676212 7.2464964 10.1092111 9.8144844 0.1998765 9.5036988 2.6853347 10.3728456 11.2426718 10.5285930 11.5095081 10.6418248 11.3169118 11.4939644 10.8923592 7.3333173 8.8836144 9.5969510 10.0834779 -2.1221772 NA NA 8.3618056 10.4031143 9.8786942 NA 9.7510496 8.1576006 11.2790028 TCGA-DZ-6134 69 0 NA 1856 kidney stage i t1a nx mx male 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 3 6 4 9 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.11016276 6.12104857 7.20531822 5.96058353 11.18730011 11.87372520 9.59909626 11.87643863 9.99871946 12.29210352 14.69511767 10.75554625 11.14458451 9.53235300 5.34188971 7.97265705 13.05742130 4.44080606 0.38769340 7.29698777 10.04769052 10.87994847 9.66242218 3.84712501 0.65076456 8.87954772 9.83270951 11.81238587 9.10194023 5.41449413 6.67679207 10.19858758 10.87754266 3.11016276 12.28000982 9.36840562 9.67771348 9.57751928 8.31369390 7.49412675 4.31369572 11.55272726 10.48546346 10.47010985 7.40338874 2.06577909 11.52187197 3.81771534 8.65072902 7.84712627 4.27522314 10.99002239 9.97303290 8.76793944 9.53089925 2.65071861 7.77312602 10.74590630 1.76621350 12.14700034 9.48361911 8.59030821 5.58146574 11.29773623 12.78038776 10.77657302 8.97040130 7.80723383 15.94759751 9.95717055 8.06153375 10.69966996 4.45808666 8.88034911 6.88275064 11.31176489 6.75226690 14.12020133 2.45325417 7.90304731 7.28735409 7.69876161 8.45270703 2.45809323 9.71457352 9.80301387 12.71210028 7.66195620 15.55484254 7.73287834 9.81041129 9.40227323 11.59678246 -1.93401417 7.68231555 13.19706089 12.53991615 7.55962182 8.59030821 7.92063511 10.40255208 8.64602509 10.83498459 8.44730974 7.92530163 8.75838214 9.47462708 2.15322166 10.36640517 8.69421230 10.62538265 10.00203651 9.13454491 8.81228097 12.29463338 9.39892193 13.85496907 3.82065893 3.70962149 10.70533345 9.71367468 7.82897868 11.17722835 -0.93428984 3.15322166 1.52521697 13.39972555 10.34653733 9.17102038 13.04318069 10.15654059 9.83519127 10.38487417 4.55761840 7.52724631 5.49203262 11.80839181 11.48137635 11.38843275 10.46637925 8.63562236 9.83766861 10.47754235 4.93612908 2.45809323 4.99650174 8.44622769 4.78001082 -0.34923544 9.60928181 12.46022929 10.10708353 10.71142504 9.79962938 0.06571016 9.24691894 6.95451041 9.97444815 12.56977861 8.43536398 7.55360626 8.40450296 6.17429056 10.82128011 9.01923543 11.89221576 11.90112620 11.48559513 8.73199066 12.44845817 9.48203630 9.85407702 8.81647363 6.96964899 -1.93401417 8.21297149 10.82877143 3.91901584 9.54470812 10.41587705 10.86261737 8.65728879 10.57875393 10.71119985 10.97077746 4.49203262 10.11833468 9.06571016 4.80723126 7.00534609 NA 9.36726272 7.15057491 12.05578190 11.38105772 8.91829618 10.43590909 10.00718106 9.35751286 1.76621350 10.83435411 8.93767189 8.39892193 10.66032443 4.11016276 5.09918999 5.46664670 2.82064872 6.41006291 4.44080606 10.76728964 2.31368121 9.09082988 4.45808666 NA 1.76621350 11.98332516 10.71300014 11.64225093 10.97959096 10.65377848 10.31665715 9.69599729 5.76370635 8.43208877 10.70125802 9.62800893 11.59885293 4.73818956 -1.93401417 NA 10.37011795 8.54554680 8.91047244 7.05445129 13.07673170 12.32278605 10.70759260 6.46450981 10.41394150 0.38769340 0.38769340 0.38769340 3.65073010 13.75647395 8.65822362 8.12104908 11.66962471 -0.34923544 8.65728879 9.64730623 11.78494147 4.97265590 10.68438150 10.07978702 9.87151041 9.12308158 8.81647363 11.70499422 10.26911464 10.67863508 10.49752535 7.59909608 9.23023352 5.65822291 9.66474948 4.03593177 5.96808153 10.64978950 -0.0058140 0.0059700 0.0853650 0.0000000 0.4189800 -0.0012473 -0.0099565 0.3843600 0.0642250 -0.0058140 -0.0058140 -0.0058140 0.0039604 0.0059700 0.0853650 0.0853650 0.0853650 0.0853650 0.0020805 0.0000000 -0.0015243 -0.0012473 -0.0008316 -0.0008316 -0.0099565 -0.0030475 0.0042299 -0.0067813 0.4001100 -0.0393940 0.0668020 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 10.3071540 6.5292915 8.6165136 7.2222037 5.6347094 9.4386316 11.1392387 9.3126913 10.4586206 10.9532024 10.7919847 2.3136812 5.6203547 9.2629832 3.9227497 7.2531185 11.5180078 8.4045030 -1.9340142 6.1950503 4.0657705 -1.9340142 8.5775191 6.4878320 10.7275202 11.1873001 10.8436650 7.5794940 -0.9342898 NA 0.6507646 9.7765730 7.2897681 9.5681011 -0.3492354 6.3184325 9.4089523 10.3275677 9.4483906 9.8106004 9.0998777 9.8471263 11.0434042 3.7662029 10.6584572 9.2867495 6.7381923 8.4559354 9.7979340 5.2356926 14.2809583 10.3047684 9.8483553 12.9431466 12.2794025 7.7522669 8.2001929 10.2718652 10.3266861 10.4312689 6.4494706 12.9186862 3.6507301 9.2325574 4.5735624 -0.9342898 10.5149152 9.8034365 12.2511067 8.3148800 13.8549691 8.4602294 9.7596892 12.6382892 10.7527048 10.1565406 14.1236314 11.3884328 12.8885366 12.1709385 10.8432274 1.7662135 10.4252416 10.9035916 11.5494564 9.0192354 6.9816461 9.8755347 13.0277588 10.8241981 11.5041686 5.7096215 6.0373097 8.7748503 11.5348996 11.9761282 8.2861451 -1.9340142 NA 8.4418922 12.5131082 11.1070801 6.5087107 10.8231566 11.744477 12.701825 11.187300 9.998719 10.755546 6.993544 10.368977 4.557618 9.200835 6.680476 10.159184 3.110163 8.384309 12.630627 9.452707 11.529291 10.239444 1.766214 14.990811 6.405528 7.085358 7.262786 10.796661 8.952225 5.031550 9.537950 9.579001 9.646703 10.796024 9.056580 11.968424 9.405617 1.972656 11.380916 10.955841 10.220268 1.065779 11.439583 9.387695 1.065779 10.654950 7.334894 9.527246 8.032993 9.799629 9.495754 8.239444 8.875535 5.432088 10.828771 10.821697 10.868081 12.055782 10.734652 11.294736 10.660324 10.673790 7.658224 9.102627 9.681856 9.986864 5.184709 2.589332 NA 9.919466 10.574010 9.566111 1.525217 8.657289 8.747883 10.715921 TCGA-DZ-6135 45 0 NA 2269 kidney stage i t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 2 5 1 7 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.82618078 2.74280389 10.08402306 9.49201299 11.60460637 7.48737862 14.65074006 5.70057566 10.02715626 7.31382720 10.36231821 NA 6.95525351 11.92891789 12.75263228 8.68982225 3.79725168 8.18702242 11.44843605 9.10912598 11.22196206 9.12717231 7.99364889 9.87801964 9.11047052 0.04236418 9.86413785 8.73236181 9.84931627 9.20034250 9.26997988 9.24080898 11.30528093 9.60746607 13.99250972 2.43466826 -0.37276672 9.88785392 9.65983146 8.57179435 10.72908333 -1.95791604 2.90033551 1.21225804 12.84669667 14.00100727 9.87010359 11.36780994 10.31645080 9.17293449 10.45784163 4.01963965 7.72886470 5.19211129 11.40074044 10.71191342 11.86816945 11.01121069 8.31032103 7.72008347 10.45413969 1.04236418 0.62732668 5.37327931 8.61601100 9.84285944 0.04236418 9.21791360 12.05289204 11.02321757 11.93822319 10.03140361 3.57841949 10.04868998 7.39551100 9.91607337 10.57545028 5.40868469 9.03883753 4.64227413 4.62732668 9.85132804 9.67717505 11.93291323 11.24601782 8.94699865 8.59407225 11.75618001 9.00381359 10.12750444 8.21853708 6.12451218 NA 8.99219060 10.66258373 0.04600205 8.00390071 10.55337529 10.88097695 10.02321750 10.52365888 11.26410212 11.16049393 2.62732668 9.41359599 8.23553178 5.14039421 8.70947537 -1.95791604 7.78551524 7.91580829 11.81766558 10.79808609 8.78719769 10.20192002 10.67376840 9.35864549 1.74278234 11.12749277 8.78383083 7.92958449 11.04394806 5.50996814 4.50179579 4.21228918 3.99656049 7.57374564 3.02695937 10.75446098 1.04236418 7.77876578 5.72423552 NA 0.62732668 11.78383092 11.04728665 11.94398511 11.20302327 11.13462558 8.48944700 10.54961594 6.65777289 9.58491216 11.25956439 9.71523119 12.34913770 7.13512132 0.62732668 -1.95791604 10.09289282 8.72272353 9.60460641 3.04236418 11.64064912 9.09561117 11.55374601 7.20135255 9.94624573 -0.37276672 0.04236418 NA 3.04236418 14.92759558 9.41032457 8.66166695 12.16511106 NA 9.39219805 8.84932440 11.38416073 7.64784333 10.79139531 9.87129369 9.57179454 9.55609158 9.28969801 11.80069128 10.36457375 10.20223527 10.32226461 7.43468160 9.86187242 3.84971910 10.88706971 5.64998902 7.78033766 9.96494829 -0.00110870 0.00000000 0.61208000 -0.00041585 -0.00152430 0.00583090 -0.00235530 0.01377200 0.02848100 -0.00110870 -0.00110870 -0.00110870 0.00000000 0.00000000 -0.00581400 -0.00581400 -0.00581400 -0.00581400 -0.00263220 -0.00162430 -0.00290910 0.00777830 0.00110930 0.00110930 -0.00235530 0.00027728 0.00332990 0.00124810 -0.00470790 0.00958830 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.54370360 6.78045578 8.96271674 7.11240406 0.04236418 9.79474466 8.49151242 7.77886760 8.82781648 11.14589929 10.21697764 6.94020904 5.38221418 9.56445496 4.19210735 5.19211129 10.85393929 4.64227413 0.04236418 7.61031988 4.27117913 -0.37276672 8.56200005 7.69700020 11.81265926 11.49151257 10.66560764 7.16648549 0.62732668 -1.95791604 -0.37276672 9.73585096 8.94850303 9.57374545 0.62732668 5.96717553 9.649694 10.504099 8.556091 10.491771 9.767304 8.136442 11.253492 4.290292 10.095272 9.368231 6.430381 6.987807 9.738462 5.664415 13.312404 9.591667 10.075098 13.274335 12.902626 8.207547 9.143026 9.754891 8.367669 9.891378 4.875254 13.149745 4.251818 10.590945 -1.957916 NA 9.727113 10.605322 12.634237 9.793490 13.992510 9.313243 9.681705 13.929489 8.940965 10.316451 13.599828 11.868169 13.605769 12.131235 11.093063 1.627327 10.677402 10.233423 11.060564 9.677175 7.873671 10.099002 12.525550 9.826181 11.769112 5.803914 6.192111 8.825362 10.890204 12.640009 9.146163 NA NA 9.552634 12.675189 11.727326 7.318489 11.175988 11.4920285 13.2440284 11.4915126 10.8396202 10.6839641 6.0367165 9.4801160 5.7147895 8.6422767 6.0757872 10.0619546 6.5853952 8.9011221 12.8197143 8.7804561 11.7285361 10.7425869 2.1298105 14.9405520 7.1308341 7.1403963 8.2108608 10.1554549 8.1600070 5.1403942 9.5180974 10.0430682 9.4368267 11.3343979 6.9642045 10.7626082 6.8720863 5.0867583 10.7510168 10.7334531 10.1911583 NA 12.0843652 9.8428594 3.6570683 10.2672700 2.2902769 9.5703295 7.0139077 10.0314036 9.7862095 10.0041754 9.2554682 -0.3727667 10.6625837 10.9044200 11.2000267 11.8176656 10.1044101 10.5137851 11.0439481 10.9261528 6.9701416 7.9447390 9.8014200 10.4565206 0.8496791 2.9492548 -0.9576358 9.8335269 10.9681909 10.1492540 4.1084492 9.3921981 8.5786112 11.1251783 TCGA-EU-5904 47 0 NA 551 kidney stage i t1 nx m0 female 2009 NA NA 90 kidney clear cell renal carcinoma NA NA white NA NA NA 2 3 3 6 3 7 3 3 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.814814e-07 7.14285714285714 16.6666666666667 14.2857142857143 45.2380952380952 16.6666666666667 8.4407313 10.3311165 9.8967680 7.2681930 10.4492843 7.2063541 -1.4767392 6.6136834 9.6876376 -0.4767392 0.7773671 4.3813388 7.6603504 10.7581765 7.6318835 11.1188497 11.6640291 7.9263713 8.6731062 11.0417664 12.2581745 13.7292825 10.0750674 11.6811797 7.4804614 5.2782450 7.8609808 9.9884153 5.6832305 -0.4767392 9.0111890 8.8419017 10.1926871 9.6888942 3.9496283 -0.4767392 8.7425277 9.4753723 10.8116484 11.4081020 4.8087609 2.1083237 10.3319212 10.0246987 6.7712861 10.5585018 5.3435393 10.6243499 11.3507018 8.0988985 6.9496236 1.5233612 10.3153359 9.6455399 10.5422548 8.2665106 NA 10.1823336 2.7444625 8.9327501 7.8362423 0.1083572 9.8305599 9.7936544 8.2045976 9.3785235 0.5233612 6.6318842 8.9274364 2.2237932 11.5074215 10.3331272 10.0988984 5.8452868 10.9610748 16.7119769 10.6448926 8.5120439 11.0044017 15.9854459 9.3766687 8.7107111 9.8191280 4.7131844 9.4811867 7.3047191 10.8590286 6.3562495 12.1814590 1.8452692 7.1862054 9.4399850 11.6305762 8.7665332 4.9663013 9.8390748 8.0051585 11.9995990 7.5759272 14.7691021 11.0639715 10.7631396 6.8940465 10.8822849 NA 2.6932751 12.8695265 12.2751123 8.0051585 3.0469275 7.5429498 9.2865714 6.2376039 11.5916336 10.0096913 9.1158162 8.8362420 9.2840791 2.3307018 10.0001052 8.6718358 9.3507019 10.1708175 9.3379416 8.7057533 11.5065736 10.0157130 12.4040905 1.5233612 1.1082903 9.8351074 9.2273406 8.6629104 10.0182146 -0.4767392 3.8087660 2.1083237 13.4774645 9.7930702 10.7370709 13.5338435 9.7653423 8.8168307 9.3898653 2.9827837 6.8087609 11.3051286 11.1087911 8.9694084 11.4093814 10.8073156 8.4862550 7.6081676 10.5803355 6.3875452 2.3307018 1.8452692 8.2289913 2.4302585 0.1083572 7.8587494 13.2192942 8.8110715 10.3022576 9.9501480 2.9827837 10.0026342 7.8609808 10.2191702 11.6011762 7.8430310 9.0331342 5.3813388 5.8268662 9.9574660 9.5120437 11.4117218 10.8729168 13.7132608 8.7857241 11.6320469 9.0625179 10.5998407 8.9338104 9.8447235 0.8452692 8.6147945 11.2834552 12.4499127 8.5059818 9.7807469 11.5682654 7.3210207 10.2534046 11.1451820 10.8742982 6.0071753 9.3944942 7.6895724 4.0779522 7.1343842 -1.4767392 9.3088116 7.3937242 12.7917549 9.1297642 8.9889255 11.5129310 10.3661023 9.9113764 6.5401668 10.7390771 8.6731062 7.6240212 10.4677051 1.5233612 4.5233612 9.7309836 0.5233612 7.5401676 4.5677523 10.8205620 6.5457275 10.4029423 5.6017767 NA -0.4767392 10.8102056 10.4706307 11.3867711 11.0793861 10.6108219 8.7328126 9.3966955 5.9081860 11.9713463 11.6502249 10.2580687 11.8855769 NA -1.4767392 NA 9.8219944 8.8842062 9.8018086 6.1815697 14.2485922 15.2374167 12.1112538 8.2878989 9.6481266 0.5233612 0.1083572 -1.4767392 2.1083237 15.4693744 8.6995322 9.6442449 11.8709805 NA 8.6397032 8.8395613 11.2474466 6.5345861 10.3299088 9.4234712 9.8989416 9.0021287 9.0527897 11.2921637 11.1944578 9.8967680 11.0343704 8.0527897 9.4310009 9.4136233 10.7346390 4.7510245 7.4954769 9.8809111 0.00013863 0.00360760 0.00291330 0.54101000 -0.00512270 -0.00415460 -0.00595220 0.00416320 -0.00041585 0.00013863 0.00013863 -0.00505090 0.00360760 0.00360760 -0.57061000 -0.54633000 0.00083195 0.00083195 -0.00443120 -0.00484610 -0.00304750 -0.00415460 -0.00059077 -0.00059077 -0.00604050 0.00097064 -0.00277070 -0.00122120 0.00180300 0.00680440 -0.00041585 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.9827907 6.8587494 10.4470580 7.3894326 -0.4767392 9.0518131 7.3047191 10.6325270 9.5988382 11.1879664 10.0395516 0.5233612 5.7617640 9.5275796 6.2201171 8.9253052 10.8483834 5.3813388 0.1083572 6.0547400 2.9827837 NA 8.7082345 6.9538112 9.8019828 11.1188497 10.6024438 7.3530815 2.3307018 -1.4767392 0.1083572 9.8035500 7.9391008 8.6147945 -1.4767392 6.4242251 10.472456 10.416281 7.964228 10.696099 8.793654 5.393725 10.924505 3.167213 9.844723 9.277412 5.652641 7.573208 10.380174 7.926371 13.214612 10.128839 10.157716 13.480733 12.910771 7.723032 9.288231 9.958508 8.256374 9.504213 6.100788 13.517005 8.994018 9.099844 6.251280 3.223793 9.708234 9.716884 14.572484 9.523359 12.404091 9.690777 8.143579 8.771287 12.890569 9.765342 16.477237 11.409381 11.497774 13.526174 10.833404 2.108324 10.900027 11.280541 10.190027 9.512044 7.613471 10.013709 13.118791 10.207231 11.778091 2.610818 4.610824 6.631884 10.885303 12.758476 6.115816 -1.476739 NA 10.459629 12.348914 11.727001 7.531788 11.054497 11.267983 13.148040 11.118850 11.041766 10.075067 6.845287 10.607503 5.610821 9.161795 6.278247 10.271133 6.771286 8.150893 13.009999 9.043978 11.382700 10.320615 2.330702 14.147441 4.792767 5.393725 9.005512 9.891866 10.293197 5.990964 9.421960 10.467705 9.031154 11.196668 5.343539 11.246380 10.973024 1.330730 12.604343 10.450767 10.141286 1.845269 11.337741 10.135306 3.330716 9.486255 7.843031 9.083692 8.549882 9.950148 9.194918 4.932751 8.971475 5.264825 11.283455 10.470265 11.207012 12.791755 10.366495 10.966821 10.467705 10.743737 7.670564 4.631884 9.556782 9.556782 2.693275 7.592137 NA 12.029791 11.111591 10.062518 4.015212 8.639703 7.797154 10.325067 TCGA-EU-5905 67 0 NA 119 kidney stage i t1 nx m0 female 2010 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 3 4 2 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7146203 6.9909764 10.8572247 11.4257678 8.1577547 6.6131721 4.0734347 11.5392313 9.7563028 10.0684201 8.3241751 2.1259155 10.0455182 2.1238317 9.0178281 7.5377193 0.9035011 9.9231040 9.4020301 8.7841172 9.6076821 1.9035011 5.5083748 9.7130134 7.4784218 11.9131086 9.0137791 9.1796377 5.3185518 11.6705500 10.5894300 10.6410423 9.0784391 10.7531790 15.2557636 9.3464568 8.3241751 11.8983381 4.2254446 9.8213826 6.8884060 10.7463873 7.8615826 13.1922832 1.3185772 9.4844878 9.3157301 10.5077576 8.6517061 5.0999095 9.5581492 9.4296865 11.3512853 7.4884756 15.1205682 8.9221770 11.3320758 9.1145903 11.2614317 -0.6815385 9.0464711 13.1821563 10.8950351 7.0667436 2.4884636 7.9660093 9.8577095 8.8978666 11.4247865 10.0215891 9.2683775 9.8567397 9.0850796 6.0734389 9.5841658 8.5133076 8.8673727 10.5096099 8.9442596 9.1113410 11.9840110 10.1749762 12.1141846 3.1258990 3.4884764 10.4504077 8.4934764 8.8769715 9.6914159 -0.6815385 5.2011947 NA 14.2163017 6.0050518 9.8635151 11.1534167 9.2133684 8.8921979 9.5328698 3.7779772 7.2314401 10.9861058 11.1699094 9.7000937 10.8174000 11.0289267 7.8731395 8.2900944 11.3252275 3.2254446 4.7779825 1.9035011 8.0600177 -0.6815385 NA 9.2800005 14.1411714 8.9387707 10.8406418 9.6438562 3.3524196 9.6650644 7.5034259 9.5612723 4.6761038 7.4322930 7.3683991 6.1514408 6.4165831 9.7500484 9.2359228 10.6062632 10.7749051 13.1582466 8.7841172 12.0013259 9.0883886 9.7952970 8.8043802 7.8959793 3.4884764 7.2492879 11.5563582 6.4052708 7.2174847 9.7054910 11.4510504 10.0515661 9.5818199 12.6733511 10.7635656 4.4060128 9.3846400 8.0816634 6.2610644 8.8144059 -0.6815385 8.5876774 7.3353591 12.9465405 9.3832935 8.7841172 11.2900943 10.0464711 9.1593287 5.9909753 10.8825763 8.8460278 8.4632088 10.1966016 1.6404821 4.4884764 8.4529771 8.2042469 9.1656080 3.9624102 10.4277284 5.2492898 10.3499074 7.0301142 NA 0.3185772 11.1182371 9.9767621 10.9975909 10.6091456 10.3656746 8.6404789 9.5069789 6.1315627 10.6177587 11.4743176 9.3547243 10.8625492 NA -0.6815385 NA 9.9776547 8.5993215 8.4606578 6.4165831 13.7659569 13.4460615 11.6672789 6.0798367 10.6973874 -0.6815385 NA NA 7.0867349 14.5885540 8.9785466 9.1210672 12.7076443 NA 8.4708358 9.0962500 10.2581300 5.4478337 11.4234771 10.2603320 8.9053906 8.3072354 9.1129667 11.3036811 11.7172944 9.5521705 11.4073390 8.0767739 10.2522414 8.9642092 10.2216794 5.7421302 7.4192127 9.7011748 -0.0114730 0.5438300 1.1674000 2.2017000 -0.0134020 -0.0465830 1.1074000 0.5285300 0.3243100 -0.0114730 -0.0114730 -0.0114730 0.5438300 0.5438300 -0.0157410 -0.0157410 -0.0157410 -0.0157410 0.0000000 2.2425000 -0.0096806 -0.0219210 -0.0158790 -0.0158790 1.0958000 0.5095000 -0.0116110 -0.0158790 0.5396000 0.5098500 0.3243100 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 10.6234724 6.6584014 9.5046649 7.3850703 7.4251395 9.0498698 12.6964391 10.0037287 9.8827002 11.1381670 10.0198571 -0.6815385 5.1765302 9.0068010 3.2254446 7.0464714 10.1105275 6.1514408 -0.6815385 6.7108684 2.7779772 -0.6815385 8.1827370 8.6039530 10.0964388 10.5286132 10.4371156 7.3900133 3.4060196 NA -0.6815385 9.7172945 7.9072656 9.3656746 -0.6815385 5.4478337 10.3464568 9.5958382 8.2814470 10.7718214 8.5157672 8.1609010 10.8474931 5.3629432 10.4928523 9.6793978 5.5280055 6.5182235 9.7204969 7.6359633 13.3957002 9.7033345 9.9082020 12.4612960 13.4600193 7.0532602 9.2929653 9.7676993 8.2756529 9.1355344 4.7108670 12.7595496 9.0137791 7.7614941 4.3185482 1.9035011 10.6656184 9.9341803 12.9042175 8.2224327 12.1141846 8.9314192 7.1387295 10.2441051 9.6606254 9.2133684 15.4717465 10.8174000 12.1351344 14.6428719 11.6263208 0.9035011 10.4702016 10.3656746 10.9745286 9.2359228 7.9369365 9.7065680 12.5930745 9.9865493 10.8134063 7.5425521 5.3629432 6.7194299 10.4132883 12.1335337 6.7697625 NA NA 9.9128753 12.3091866 11.0679425 7.0667436 11.0595963 11.2526101 12.7711781 10.5286132 10.6611810 10.3778952 6.0464714 11.4119683 6.0999095 8.4348946 5.9767623 9.8940900 5.5473696 6.9980307 13.1466833 8.9997892 11.5566569 10.2734740 1.6404821 13.3119314 7.3308398 6.3738326 8.0718678 9.7718214 9.7749051 4.0734347 9.2148832 9.6617364 7.7194299 10.9936257 6.7194299 10.9953893 10.4020300 5.5280055 10.7060296 10.9346400 10.0692578 0.3185772 10.9419750 9.6584007 2.1259155 10.4446098 6.6404792 8.4113080 7.7861566 9.6438562 9.0962663 3.3185482 8.6650644 6.2492879 11.5563582 10.7162254 10.8567396 12.9465405 10.0006675 10.5328699 10.1966016 10.9869926 7.8460275 6.2254408 9.6177587 9.7881925 0.3185772 0.3185772 NA 9.7531790 9.8891844 9.3792467 3.0189902 8.4708358 8.4708358 10.6903273 TCGA-EU-5906 55 0 NA 206 kidney stage i t1b nx m0 male 2010 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 4 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.81784163 1.84390347 8.41352258 7.92969870 -2.07704104 9.94330425 10.09697310 8.13090565 9.40316886 NA 6.61615917 9.44329024 -0.49228146 11.58722991 9.30637572 10.18799360 6.82956165 11.46190912 14.94521274 10.84618473 8.46279957 10.54472338 16.02380599 9.32887662 8.72841545 9.86591897 4.66413578 9.93808653 7.70894109 10.33312292 6.13699111 12.90111388 0.44868955 7.13278246 9.54929316 11.73113300 8.86738346 3.75556060 9.38107806 8.29335899 12.56832996 8.32781309 14.60786723 10.08852074 10.41296333 7.67588860 11.17504131 NA 2.50764244 12.59316181 12.14644702 7.91135603 2.96705791 7.74125394 10.47917760 6.63347771 10.78782479 9.17178503 9.21384227 9.35573540 9.26474612 -0.49228146 10.28844716 8.45014848 9.40598343 10.02759780 9.43393006 8.25134654 11.78471217 9.43689244 12.76865155 1.24458266 2.09261339 9.83331422 9.71016603 8.70485087 10.39027710 NA 4.07241455 -0.07734543 13.41927570 8.19296690 10.02333382 12.70684627 10.31525725 8.91064603 9.25358846 3.67756462 6.52258467 10.60698181 11.47654077 9.63777560 11.86283004 10.97574890 8.44623348 9.30691566 10.33100133 6.19879665 1.82956546 5.36561556 8.50387224 2.01013531 -1.07734543 9.15748892 12.74936896 9.22016112 10.16584550 10.32648252 1.92265457 10.44230782 7.53738150 9.65079615 14.89999618 8.44721343 8.79380682 5.58800698 5.94675893 10.54472338 9.78608352 11.42351341 10.83143939 13.58461660 8.59531791 10.90566514 9.34368430 11.04953732 9.21153767 9.43689244 NA 8.69416110 11.53323506 11.61562371 8.65270840 9.50481343 11.64515890 8.56020213 10.50316564 11.14259628 10.83387623 6.26252148 9.31068889 7.68344171 4.96706714 6.11742908 -0.07734543 8.80913015 7.62311112 12.65928487 9.73444764 8.83556096 11.33801720 9.94399852 9.70853266 7.83705642 10.43415490 8.79688453 7.31498920 10.48943917 2.78064606 5.13212439 8.37388264 6.84430404 8.36354082 3.96531331 11.07622357 7.47149314 10.13695729 5.34018481 NA NA 10.80302033 10.27636976 11.18579402 11.12004181 9.90281117 9.08883461 9.80646037 6.11644378 12.40434486 11.77695557 10.06318176 12.02890731 NA -2.07704104 NA 9.83443802 8.82278367 9.91135618 7.69085565 14.91244298 14.72779820 11.72124460 7.93765453 9.96638245 -0.07734543 -0.07734543 0.24464355 1.73000949 14.71736662 9.19413459 9.38619597 11.83864424 NA 8.86371921 9.17613499 11.30123736 5.95057806 10.25666537 9.53507937 9.60829641 8.42052325 8.97795388 11.45551443 11.35664811 9.69581082 10.85192991 7.92126196 9.46134540 8.74922015 10.45454031 4.94625830 7.55704701 9.66624371 0.00027728 0.00138680 0.00652620 0.50481000 -0.00124730 -0.00138580 -0.00373950 -0.00691950 -0.01224700 0.00027728 0.00027728 0.00027728 0.00138680 0.00138680 -0.49882000 -0.49882000 -0.49882000 -0.49882000 0.00189200 0.02286500 0.00249690 -0.00138580 -0.00055444 -0.00055444 -0.00373950 -0.00360110 0.00000000 -0.00290910 0.00055459 -0.00387790 -0.01161100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 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8.6666643 9.2017017 5.2445979 0.9226546 10.1547927 10.1526920 13.8294447 9.0134455 12.7686516 9.2851634 8.4734184 9.5323121 11.2218796 10.3152573 15.7469404 11.8628300 12.0968951 13.4441800 11.1931129 2.0101353 10.2031523 11.3526013 10.0803343 9.7860835 7.8739565 9.9335493 13.2049998 10.8902580 11.8040685 3.3149865 5.5447234 7.3128403 11.3711751 12.5411717 6.5629171 1.2445827 NA 10.9818469 12.5171128 11.6856639 7.6941608 11.1132679 11.3204798 13.4744699 11.1630157 11.0749564 10.1327340 6.5225847 11.0251394 7.3405240 8.9006670 6.7492205 10.6209421 5.1223455 8.3697548 13.4148258 8.7073063 11.7326406 10.6802699 1.9226546 13.9341827 6.5851624 6.3320616 9.1660061 10.2227380 10.4545403 5.2355548 9.4516140 10.1019586 8.9648575 11.1907748 6.8504494 11.8592174 11.2051809 2.3149865 12.4226420 10.2083628 10.2527481 0.5076171 11.6256017 9.9387833 2.6775533 9.9286469 5.9887597 9.4491707 9.1217304 10.3264825 9.2445432 2.5665229 8.7195223 5.7744207 11.5332351 10.4540530 11.3752989 12.6592849 10.5554396 11.1878470 10.4894392 10.7410540 7.6454790 6.3447362 9.3779987 9.3861960 1.6231177 7.4944244 -0.4922815 10.8940354 10.6609412 10.3684624 4.5808811 8.8637192 8.2491011 10.1205025 TCGA-EU-5907 81 0 NA 127 kidney stage iii t3a nx m0 male 2010 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 1 3 8 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.22140152 5.10261614 11.44405918 10.51073885 10.83863833 6.81131303 9.92298453 4.59111688 10.99181255 11.19324104 7.83418722 6.79807774 3.28445491 10.70274991 9.46069220 10.61489854 8.15286992 NA 10.70446679 2.20645569 8.46279058 7.64385619 1.84386328 10.36744271 9.37748863 8.33573379 9.90923157 1.35845253 5.65123543 9.94491846 2.84388337 10.34144755 8.34713854 7.41590398 2.20645569 12.67442770 12.60756741 10.46488601 8.72826952 9.93588283 15.58686685 9.64478066 8.21145177 10.01523634 3.68038062 8.81788575 7.20143293 10.19702768 6.39407850 13.03079090 2.43159622 7.10390672 7.90380474 8.66770305 8.63829653 1.62147756 9.23374261 7.94641915 12.58655113 7.39846923 14.04678778 8.71248298 10.78130086 8.65307471 12.37010057 -0.96353183 3.99071893 12.67462234 11.57058555 7.34940863 4.49595733 10.25569439 9.19891719 11.31410385 10.81295894 8.88671261 7.42454340 9.56008784 9.42130957 1.03653850 10.45226760 6.93739265 8.70008386 10.21954089 8.02521045 7.15026822 12.11022731 8.82931619 13.61407272 0.62152444 -0.96353183 10.17863298 10.24292982 7.38082207 9.64015219 NA 5.44591537 0.62152444 13.88123164 11.52235520 9.45648605 13.51599039 10.04984855 9.32539204 9.25084507 3.28445491 7.06994915 11.70718211 11.19355696 10.75933338 11.51816642 11.06650323 9.38967264 9.01809305 10.97463521 2.03653850 1.03653850 5.14504971 8.73001289 -0.96353183 NA 10.21519067 13.39524576 8.99507856 8.36520085 8.00231041 2.20645569 10.48205808 7.77799300 9.36262944 8.37414790 8.70895109 9.39846966 6.10261404 3.73696199 10.52938048 8.80305489 11.19513557 11.24384530 11.20957832 9.38636003 12.18770101 8.66405967 10.40284814 10.08160287 10.61064627 2.73697281 8.22140103 9.39517701 5.39899673 8.15761877 9.07407294 11.89993785 7.94941529 10.11734336 11.48309228 10.80098287 2.35845253 10.52486812 7.61335042 6.34030589 6.99072233 NA 7.06994915 7.33114626 11.96910976 8.96874051 9.01237397 11.64593551 10.35619796 9.27612441 3.99071893 10.77864580 9.18118407 8.42238818 9.83661690 0.03646817 4.46279181 6.01380614 1.84386328 9.59590305 1.62147756 10.29744537 3.84388337 9.46593264 5.35755200 -0.96353183 -0.96353183 10.62664501 10.41047849 11.10362405 11.28148429 9.83580757 8.84709745 9.17095231 5.80365069 10.52235515 11.21207543 9.28326642 10.72521329 NA NA -0.96353183 9.70008403 9.33458839 8.16580896 7.97316409 13.60085403 14.51690587 9.26173342 4.94653905 10.06857166 NA NA NA 2.20645569 13.49050380 8.71248298 8.92222223 11.09755951 NA 7.90071227 9.29932549 11.08330885 4.76444701 10.75205895 10.44219926 8.91610906 8.74215817 8.39407807 11.75634249 11.50565889 10.12597636 11.23681146 7.91610936 9.91916888 8.90843105 10.85829989 4.50738873 6.19488290 9.21519079 0.0310140 0.0372170 0.0666450 0.8500800 0.0609360 0.0245480 0.0000000 -0.0435200 -0.1913700 -0.7868100 -0.7868100 0.0310140 0.0372170 -0.0468540 -0.7970300 -0.7970300 -0.8089800 -0.7727900 -0.7477700 0.7731000 -0.7824200 0.0245480 0.0018030 0.0018030 -0.5590700 -0.0030475 0.0353830 0.0150280 -0.0362650 -0.0814720 -0.1913700 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.756 -0.756 -0.748 -0.748 0.839 0.839 -0.782 -0.782 0.000 0.000 0.000 0.000 0.000 0.000 -0.191 -0.191 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.756 -0.756 -0.748 -0.748 0.839 0.839 -0.782 -0.782 0.000 0.000 0.000 0.000 0.000 0.000 -0.191 -0.191 10.04984855 6.31265065 8.81788575 6.58673322 NA 8.62148855 13.69830397 8.66265485 7.94040757 10.87264726 10.21207537 0.03646817 6.54432000 8.61960852 2.20645569 7.95240521 11.20394405 6.10261404 0.03646817 6.84388086 2.35845253 0.03646817 8.09722205 1.03653850 9.03603263 9.95911026 10.95469964 7.68757724 3.94341503 NA NA 9.43526958 8.06166551 9.09587037 -0.96353183 3.73696199 10.35337303 10.29803323 8.06719286 10.08433140 9.04915044 2.62147756 10.92717017 5.54432155 9.84709745 10.32135000 6.21643546 4.32192809 10.59255290 4.94341503 13.80419309 10.74733234 9.73956427 13.10160537 12.27955107 8.06994862 7.56008746 9.73523056 6.19639656 9.51428424 4.03652971 12.99262973 7.12398893 9.17990909 2.94341503 1.03653850 10.94040772 9.58823416 12.72663300 8.53836317 13.61407272 9.30214103 8.64755053 9.24962998 11.60376898 10.04984855 16.52745508 11.51816642 10.86902035 13.52981845 11.30008854 NA 11.15156953 6.94341620 11.11634396 8.80305489 8.13718841 9.90457667 12.79245662 9.31845582 11.10630794 1.03653850 4.79141298 5.77799300 11.44936034 12.41914991 5.97903985 0.03646817 NA 12.06149237 12.77757146 11.61253303 7.41590398 11.00591243 11.50183718 12.94566893 9.95911026 11.12033755 9.82768869 5.26534312 11.64084742 7.12398893 8.67496162 3.28445491 9.78220017 6.81131303 5.32192809 12.07269778 9.70895126 11.81686058 10.16452019 -0.96353183 13.67569698 7.16519041 5.47946987 7.58731098 10.07269952 8.54035164 NA 9.14635662 11.17127302 8.75396248 10.61631321 7.16580846 10.03793414 8.48773715 NA 12.22542373 10.65857773 10.70141754 -0.96353183 9.88044692 10.44219926 -0.96353183 10.50413143 9.86148460 9.42991635 6.20645178 8.00231041 9.04345497 0.62152444 8.24354009 2.49595094 9.39517701 9.93890105 11.37554076 11.96910976 10.00447260 11.28118699 9.83661690 11.04179951 8.07818497 5.95538953 9.60638152 9.24962998 0.03646817 0.62152444 NA 9.46488612 10.70327360 10.11734336 1.03653850 7.90071227 8.21394553 10.85190915 TCGA-EV-5901 47 0 NA 1040 kidney stage i t1 nx m0 female 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 2 4 4 9 1 4 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4564347 10.9388844 12.3740770 12.5682164 10.9272162 11.6098579 9.7289106 6.1278953 7.9930646 12.4621955 4.3051680 4.0706984 6.6051787 10.4803397 11.1170207 10.0024795 3.9832399 0.5682267 8.3701765 9.8570649 10.9432382 9.2234312 5.7179451 8.6450142 10.7347803 10.2005882 6.6162312 11.4285098 7.3163920 9.3241990 10.1163785 8.3396884 8.4147339 2.9832399 11.6960856 10.2264103 10.5509547 7.8208644 0.5682267 11.4362496 4.1714791 9.5054450 7.8474226 3.7905948 10.0473054 10.2261127 9.6207667 9.6205903 4.1730635 6.1227887 9.9305079 5.3926265 12.5754013 10.0083758 11.4375355 8.9958607 11.4574403 14.7306819 9.9729855 8.3669407 9.3135930 14.7721967 9.4282511 7.9080485 10.2273027 4.9719206 9.7314292 7.9562158 11.1936032 7.6714866 14.1739098 2.9550152 8.9201760 10.4685624 7.4630167 8.1304413 1.6836965 10.0746716 10.0429120 12.0926589 7.4282513 14.0729983 7.1951241 9.8087755 9.4287684 10.3615311 NA 7.1681115 11.4202080 12.4031306 8.7439562 2.0706984 8.1668716 10.8361559 9.3413380 11.9162814 9.9228155 7.6162312 9.4725826 9.5497660 8.9519030 9.9184013 9.0111423 10.0007407 9.3495586 10.0914339 9.1073575 11.5784075 9.5023811 14.7137197 2.3755399 1.1531568 10.4089767 8.5896414 9.0014363 10.8232273 NA 2.0706984 2.1531568 12.5125448 11.3894413 10.0920874 4.7247048 10.3110696 8.6854090 10.2878728 5.2406234 8.4589696 5.2024060 11.7968171 10.8493561 11.7976305 11.0562063 9.0845554 7.5625523 10.4927639 3.8658792 3.2311712 6.0221547 8.1742956 7.6591932 1.1531568 9.4964703 11.4923927 10.0391965 11.6602952 10.2631370 2.5068050 10.2099495 7.0627208 10.3228608 4.9374339 6.1125187 9.1424770 8.3163915 6.0600517 9.0640537 9.5826843 11.6953333 11.3873134 9.6112261 8.8381047 11.2350145 8.9640899 9.7251246 8.6279938 8.5521423 NA 10.2246236 10.6257393 0.3052118 7.2903000 11.5172959 10.6644747 9.6635958 10.4313526 11.4689398 11.1465715 3.9605117 9.8757791 8.7081424 6.0276296 8.7547259 NA 9.7331057 7.8886233 11.7178400 10.6494603 9.3539238 9.9028445 10.5143740 9.3484650 2.3755399 11.0840448 8.8505150 8.8240142 11.0359741 6.7280702 3.8161286 4.0056066 1.9687543 5.9719206 2.4426781 10.3907696 2.1531568 9.6418941 5.8684448 NA -1.0168331 11.9823554 10.7276497 11.8035150 11.0632210 11.5485764 6.8719791 10.7745742 6.8027761 10.1668717 11.2027073 9.5611371 12.6409455 5.4178660 1.4426516 -1.0168331 10.3883777 8.4354773 9.5219101 NA 14.8770000 10.8291183 10.3634267 6.9072476 10.6107702 1.4426516 -2.0168331 0.7906052 0.3052118 15.0938827 9.5459556 9.0917607 12.4478458 NA 9.6679849 9.1178999 11.7441641 8.1008794 11.2268566 9.8345949 9.6284444 9.1773774 9.0344452 11.8408285 10.0523503 10.4055639 10.1500270 7.3841154 9.9576867 4.7905896 10.3361073 5.7583538 7.2710409 10.1566011 -0.00138580 0.00889620 0.62351000 -0.00533320 0.74563000 -0.00341660 -0.00443120 0.71980000 0.07139100 -0.01089300 -0.00138580 0.00652620 0.01153900 0.00889620 -0.01023200 -0.01023200 -0.01023200 -0.01023200 0.00000000 0.00125610 -0.00498440 0.00221930 -0.00110870 -0.00110870 -0.00443120 -0.00067864 0.00069327 0.00194180 -0.00304970 -0.04590600 0.07139100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 10.31695067 6.43031873 7.90358906 7.36415217 NA 9.80021996 8.69490317 8.95075796 9.41942723 11.13238958 10.20603120 3.93742914 5.69059588 9.39421744 5.13298393 6.36694113 11.35146988 8.31639151 0.30521178 7.01114226 5.25002170 -0.43187058 8.59794602 8.12022751 11.62052566 11.62731787 10.09094709 6.84742197 1.15315679 NA -1.01683308 9.57288740 8.46906544 9.80938743 -0.01683308 6.11766180 9.8192866 10.6443463 8.9619468 11.1955807 9.6635958 9.0378407 11.8123644 4.2311636 11.1250241 8.9712107 6.3275329 6.3141527 9.8081950 6.7481083 13.6270925 9.2252195 10.1237465 13.5554628 12.8156813 8.4312698 8.9482989 10.2177543 7.7009127 10.6629362 6.4178643 13.5512814 6.1431077 10.3601756 3.2686440 -1.0168331 9.7752131 10.0904533 13.5622280 9.5430914 14.7137197 9.1080037 10.2599422 13.3882447 10.2949846 10.3110696 12.3032611 11.7976305 13.6177637 11.9691672 11.0995802 2.8901354 10.5058178 10.8910658 10.4000338 9.5826843 7.7760263 10.0354647 13.1539438 10.1415304 11.7379150 5.8658792 6.8381047 9.3995061 10.5192406 12.4327074 7.9959723 -1.0168331 -0.4318706 9.9867542 12.4028015 11.5698380 7.3275320 11.0899628 11.661616 13.317649 11.627318 10.938884 10.927216 6.754726 10.524575 5.545477 8.229977 6.806604 10.264007 6.616231 9.547386 12.625788 8.511690 11.589063 11.005604 2.738119 14.591173 7.676950 7.102177 7.436919 9.701341 8.653893 4.878053 9.929046 9.984293 9.329196 10.813553 6.401089 11.457576 8.762956 6.417864 9.711582 10.683459 9.968723 -1.016833 12.463900 9.996210 4.522395 10.409501 5.182907 9.574759 7.127894 10.263137 9.731752 8.993764 8.400034 2.231156 10.625739 10.799820 10.550717 11.717840 9.814148 10.504837 11.035974 10.649238 6.526268 9.374480 10.119907 10.770731 1.683696 1.442652 -2.016833 10.171516 10.861904 10.243274 2.627093 9.667985 7.479091 11.209347 TCGA-EV-5902 58 0 NA 578 kidney stage i t1 nx m0 male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white NA NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.0123899 10.4255808 10.3913207 9.9573297 3.0123899 -0.2606703 7.6179339 9.8268349 7.2365586 7.7691191 5.9553105 10.3790143 10.3190023 10.3901247 7.2285513 6.1316903 0.7393297 10.9236276 10.3503969 8.1795494 7.9761837 1.4763298 8.0416301 9.8448441 10.0564078 7.9455726 -0.8455464 11.0653015 4.0622599 8.2015334 9.1115116 1.4763298 11.1013159 8.9936135 9.1345493 9.6041670 3.9617622 2.4023402 9.4182656 6.7982657 10.8872130 10.4627487 11.2864273 7.6701095 11.0496024 9.2332276 8.5467270 8.5796256 5.6701095 16.0928980 9.3705492 8.6984081 11.7884265 4.9092979 9.5456532 7.4987056 10.0431528 -1.8458057 13.5133698 4.0929347 9.8265520 9.6617086 6.5031372 8.6592285 3.7090038 10.0643026 9.3280867 11.6714638 7.7109159 12.9723650 2.5467340 9.3755376 11.7198687 11.2801459 NA 9.6925986 13.7103767 12.3536985 8.8188570 -1.8458057 8.1572246 8.8916570 7.7819432 11.1111487 8.7327824 7.9357691 10.0189827 9.2318929 2.3243210 9.7608147 7.4374983 9.9841323 10.1778174 8.9488254 8.1656366 11.1107204 9.8018681 13.0377688 0.1544536 2.3243210 10.4197316 10.0571616 9.0393432 10.7603520 NA 2.2418707 2.4763298 13.4136011 10.9884855 10.3457773 7.2785312 9.7860414 9.8882723 10.7638192 2.4023402 7.7223656 5.4942588 11.1682557 8.2655452 11.4168554 11.1129623 8.4661581 4.8268332 11.4162107 2.0612923 1.9617715 3.1988084 9.0038147 8.9357694 -1.8458057 8.2798232 12.9424652 11.6502646 11.9781749 9.2836926 3.4398093 9.9936134 7.6402392 10.8087234 8.9316650 5.7617400 9.5014772 3.3243354 2.9617715 10.0836680 8.3940082 12.7758892 11.5536875 8.2042581 8.2431978 12.8462621 8.0998533 10.0240034 7.1201943 7.8634931 NA 8.9308426 10.6432539 0.1544536 9.0906280 10.2961974 10.7851318 8.4455802 10.4132701 10.9455724 10.8876368 0.4763298 9.1940141 8.8048422 4.3832273 8.5563558 -1.8458057 9.3957969 7.0431531 11.5391933 11.3860808 9.6993739 10.2137541 11.0414398 9.5848622 2.2418707 10.9017823 8.7571086 8.7156974 10.6921133 6.8720863 5.4581917 4.0370483 NA 6.9126331 2.3243210 10.5611461 1.7393729 7.2178046 6.0888073 -1.8458057 NA 11.5836855 9.8613373 11.6040742 11.1740003 11.4070750 7.4695588 10.0590443 6.1484806 8.9825462 10.9289908 9.8548494 10.3258992 6.2733499 0.4763298 NA 9.9435356 8.7700391 8.9275487 2.0612923 13.5878646 9.3975835 11.1069689 4.1582401 10.2448528 NA -0.8455464 3.6462664 -1.8458057 15.1632540 8.3104928 8.8916570 11.4287877 0.4763298 8.7041942 8.8552915 11.3065360 5.9225927 9.9693926 10.4541900 9.6447590 9.4931459 9.4340202 11.6910211 10.6004590 9.9291967 11.0084988 7.4604715 10.3624213 1.1543888 10.1448681 5.8352268 6.9788912 10.3258992 0.01223700 0.01550100 0.04599100 0.99089000 0.01978300 -0.00650500 -0.00040926 -0.01780300 -0.00243850 -0.00401620 -0.00401620 0.01223700 0.01550100 0.00320940 0.01614600 0.01614600 0.01614600 0.01614600 0.04655900 0.98155000 -1.07270000 -0.00650500 -0.01835300 -0.01835300 -0.01893500 -0.01876500 0.01544700 0.00000000 0.88086000 -0.01354000 -0.02188400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.991 0.991 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.991 0.991 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.382326 6.816188 6.589038 7.996776 1.613862 9.928373 12.085701 6.604384 9.954501 11.150367 10.923421 2.241871 5.999899 10.096558 7.509893 5.854848 10.678951 3.324335 -1.845806 8.172610 2.798258 NA 8.420025 9.496484 11.271480 11.145400 10.932830 5.037053 3.613838 -1.845806 2.061292 10.294281 8.275943 9.155114 NA 2.546734 9.5218244 10.4238286 8.9242475 11.0051825 9.3255863 9.7209394 10.9115912 3.9092931 9.8352086 9.3035216 6.8478967 2.1544212 9.7598892 6.2939608 12.9780256 10.7316024 9.9283730 12.6116622 12.4865161 7.6138410 8.0732729 10.1505300 4.6301433 10.0278538 3.3243354 13.0861166 5.8891182 9.2530996 0.1544536 -1.8458057 9.8522459 9.1473479 12.3026478 9.8036657 13.0377688 9.4188521 8.7810311 10.5012003 9.7327822 9.7860414 13.4679658 11.4168554 12.1782506 12.9145578 11.3144386 0.7393297 11.3052675 8.6341899 10.3583693 8.3940082 8.0522550 9.9975455 12.5504122 6.2629348 11.3036772 6.0792224 6.8617693 8.3293353 11.2243628 12.6395471 9.0807056 -0.8455464 NA 8.7589627 12.4713982 11.4477174 6.9967604 10.9380217 11.5752909 12.2417895 11.1453999 10.5177204 11.0274691 2.6138381 9.6507640 4.2629367 9.1459314 2.9617715 10.0313101 7.2285513 10.0799640 12.1006561 9.2946003 11.2044283 9.9067902 1.7393729 13.2125282 8.5853536 6.8054614 7.1115113 10.6202310 4.7837657 1.7393729 9.5853847 9.6427519 9.1042363 11.3324519 0.9617715 7.5207318 7.5009231 1.8548335 9.2504659 10.7894475 10.1970949 -0.2606703 10.8918682 9.8281603 -0.2606703 9.8737984 6.0552759 9.0309264 6.9192817 9.2836926 8.7499187 -1.8458057 8.5627393 0.7393297 10.6432539 10.6179340 11.0496062 11.5391933 10.7275834 11.2684773 10.6921133 11.0827429 7.7874050 8.6492652 10.1892086 10.5994245 -1.8458057 -1.8458057 -0.2606703 8.3491666 11.1442440 9.3886283 -0.8455464 8.7041942 8.0821874 11.6234154 TCGA-EV-5903 57 0 NA 757 kidney stage i t1a nx m0 male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 6 4 9 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.46455882 9.55414370 10.56697979 9.32039690 4.85777204 4.52258310 10.35235721 10.32079581 6.86216124 11.88351715 7.00006424 10.16865971 9.82777045 8.02769483 6.35819931 2.40710798 11.49191686 10.00105979 10.46491970 7.75524613 0.08515268 11.30342271 2.33411057 9.14046272 7.56361272 3.99207048 10.87471406 10.03257379 7.64996531 9.92242459 5.20065736 6.05480724 10.15261480 6.59825055 11.81154047 9.06150594 10.57402476 7.67264527 11.08634930 11.97303563 10.40485247 8.39655041 9.08986913 15.43214419 9.61070117 8.20065736 10.39351938 4.33310883 9.48178511 7.77168094 11.69004242 6.20757664 14.47590914 3.70224750 8.02761688 7.53639177 6.66512412 7.65756498 0.82211827 9.73443663 10.72150288 13.02071380 7.29787921 15.53094180 7.51980842 9.53075395 9.37135303 10.27500495 NA 6.74814588 12.49412926 11.73308847 7.89468076 2.08518668 8.42947621 11.45186687 10.24336931 10.92280833 8.58900614 7.45732013 8.93796990 9.88608033 3.58767702 10.18803095 8.45586762 9.65059979 9.38438833 9.70784242 8.80513959 11.50499666 9.42577231 15.67695593 5.43095427 1.67016051 10.71514409 8.98604709 8.44126559 10.78243756 -1.49980982 5.46600058 2.08518668 12.86585683 11.51789626 9.86106503 7.11492813 9.88608033 9.33705720 10.48712655 8.16910273 8.27665113 5.32039803 11.46473927 9.90642285 11.65970139 10.67451944 9.28239718 7.55820946 10.57435937 7.10384379 3.30757424 5.67014351 8.79942605 7.33626821 -0.49980982 10.32676641 12.23196118 10.13184963 11.45804543 9.70540016 1.08515268 8.81083059 7.09267470 10.51952362 7.40710883 5.92648340 9.32278872 7.07764678 4.74814454 9.23915455 8.84118063 12.60399742 12.37058261 9.87145003 8.74339177 11.88432707 9.13955851 9.19370473 8.69374341 8.00205494 NA 9.10569746 10.86763265 5.60780078 7.20557335 10.38324290 10.91516734 9.13230436 10.59132262 11.55804042 10.92779263 3.67013785 10.51598135 8.82172903 4.69004268 9.15126953 NA 9.03159921 7.18671844 11.80528210 10.95964947 8.89682281 10.59264465 10.54256122 9.73323824 1.82215907 11.10894858 8.67264527 8.53088501 10.87444227 6.15127029 4.28157957 5.18671844 3.35819931 6.62433928 3.25510790 10.47427389 4.20066128 8.95657218 4.70967111 NA 0.50019018 11.85364044 10.62563132 11.31439977 11.01443878 10.90934357 7.82889303 10.75878094 7.35514844 8.87851262 10.90216397 9.95503129 12.25092487 2.58767702 -1.49980982 NA 10.11814439 8.74695831 8.84783910 5.14407493 13.29316065 12.56420273 11.10384425 7.40503336 10.60972209 2.89252703 1.08515268 0.08515268 1.08515268 15.48845876 8.59033030 8.55142681 12.07682031 NA 9.13502894 8.88243121 12.43519870 5.41908039 10.77953823 10.20455391 8.58900614 9.22046225 8.95039813 11.82889279 10.02818345 9.95913707 10.37980115 7.39806301 9.59321948 5.98403331 9.39200158 5.31040556 6.28157771 11.13230429 -0.00083160 0.01349200 0.00666530 0.00000000 1.12080000 0.00000000 -0.00691950 0.54912000 0.08175500 -0.00083160 -0.00083160 -0.00083160 0.01349200 0.01349200 0.00666530 0.00666530 0.00666530 0.00666530 0.00694350 0.00000000 -0.00097017 0.00000000 0.00319100 0.00319100 -0.00691950 -0.00207840 0.57719000 0.00332990 0.56739000 -0.03463100 0.08175500 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 10.0055332 6.7096711 8.0889324 7.3422854 NA 9.3243811 10.7499240 9.0611046 10.8728109 11.3163476 10.8489460 4.5446090 5.4427312 9.6832329 3.9596496 4.0548051 11.6889613 7.0776468 NA 6.5663068 4.7481445 -1.4998098 8.5308850 6.6949749 10.9707293 11.2004408 10.5763654 6.9431618 2.0851867 NA -0.4998098 9.7127142 7.8621619 9.5170262 -1.4998098 5.1440749 9.75288337 10.33784576 9.03646514 10.11216489 9.10477119 7.90535932 11.23535077 2.95964034 10.53054016 9.06341423 6.49457082 5.82214632 9.79828046 6.19370473 13.69158559 9.99156989 9.94316137 12.74918315 12.22302541 7.66260928 8.65123435 10.52085063 8.02573867 10.40296983 5.69989028 13.43220188 2.95964034 9.53019523 4.95964962 0.08515268 9.85115701 9.79541290 12.80414129 8.66134986 15.67695593 8.54597763 9.94781779 13.15093308 9.70845230 9.88608033 12.47274899 11.65970139 12.98359282 12.11619228 10.53364092 2.67013785 10.46780442 11.09896828 11.08776103 8.84118063 7.48890217 9.88392211 13.11900484 10.16199598 11.61818560 5.84006789 5.93484671 8.70723211 11.05839937 12.13548254 7.78098850 NA NA 9.08893263 12.54102128 11.38211381 6.56091362 10.91965144 11.691431 13.027695 11.200441 10.188468 10.909344 5.660090 10.226010 6.136844 8.910669 6.085180 10.140915 6.862161 9.418336 12.267883 9.279116 11.323784 10.313999 2.200661 15.309597 8.219333 6.376735 7.405876 10.270469 8.372123 5.023779 9.455141 9.997072 9.169103 11.140915 6.790236 11.076938 9.341782 6.129574 10.130940 10.705706 10.027206 -1.499810 11.457138 10.051926 3.358199 11.054327 7.326767 9.541192 7.251762 9.705400 10.015844 7.379801 8.901097 3.500216 10.867633 10.742201 11.503560 11.805282 10.238310 10.830575 10.874442 10.972909 7.151269 8.956572 9.998568 10.282397 2.200661 -1.499810 -1.499810 9.924909 9.982396 9.865447 1.085153 9.135029 8.764661 10.911199 TCGA-F9-A4JJ 35 1 325 NA kidney stage iii t3a nx mx female 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american NA NA NA 1 4 1 7 2 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.15222500 11.03874660 7.35380317 4.53751351 6.62128413 14.13322182 3.10141476 NA 5.26188054 11.33700796 10.85039815 9.16242985 3.59891302 3.59891302 9.15222500 8.87348810 9.24397367 10.36710008 7.32683572 4.94468981 10.47082093 11.68682046 3.92084588 8.96377986 3.40626454 10.24397367 8.73846691 9.72131233 6.99123271 1.33588338 8.83572705 10.21730125 10.67573126 7.85630351 8.33421204 9.86648272 3.39037879 8.37896326 8.25950601 3.01394457 11.38054862 10.89391928 7.74866249 10.71109890 3.10141476 3.82131225 10.92422113 2.71439940 11.56734251 9.53260626 7.16877139 10.23493607 10.62678480 9.32342952 11.90288668 10.00966377 8.79038629 15.32805844 10.22766504 8.13289450 9.17256277 5.22340710 9.76716995 7.28541609 9.89277047 6.34486932 12.57333029 2.77416505 8.90258977 6.57619559 8.67037795 8.01113275 -0.98593042 9.78874019 9.55311202 14.33559949 6.71439253 14.94942860 6.38027576 11.09731286 6.47338430 10.68682046 2.92084588 6.03632090 13.10174750 10.45793271 7.85630351 2.59891302 9.35045968 8.27839602 4.89659639 11.55722674 8.83093694 7.89659639 8.70569666 9.58949236 -0.98593042 9.61386606 8.41055777 9.33813378 9.88662803 9.64694836 9.33588137 11.92131898 9.15606032 13.59197201 7.41909472 0.01392671 10.83293470 9.71178947 8.76046747 9.83970707 -0.98593042 3.26187678 0.59893683 13.85423938 8.31316103 10.20562930 2.59891302 8.70744024 8.30627500 11.00086184 1.33588338 8.39765752 10.59421178 11.41509938 6.33588159 12.37880329 10.16813844 9.28307978 7.52965309 11.49625696 2.33588338 7.60641039 0.59893683 9.11330096 8.18638071 NA 9.99837168 11.17980231 10.18887884 11.14870034 9.40734362 -0.98593042 9.61200575 7.72819876 10.52898274 3.18388346 9.00263783 7.41055820 5.48968743 5.37150659 10.15669846 8.61572416 11.70918150 11.92534518 10.86570227 9.39333146 12.78698935 9.47338491 8.24996720 9.75120058 6.82773393 NA 7.72131250 10.76800555 5.17321940 8.33858397 10.48867316 10.80593004 10.14259200 7.72819876 12.94478291 11.60594295 3.53751972 11.17948835 9.26101430 3.92084588 9.75373389 NA 8.82613055 6.67928867 12.12590390 10.37095533 10.07059085 11.14355821 10.49120554 8.35602801 2.33588338 11.27999888 9.81566156 9.45585981 10.64921782 1.01392671 5.26188054 1.33588338 1.82130204 6.21362529 2.01396243 9.95279759 2.59891302 7.36736495 8.78936605 3.96814606 1.01392671 12.03423869 10.21055531 11.93950763 11.01782241 11.11625701 8.68991029 8.45896800 7.13128491 9.07194497 11.00405715 9.65329384 10.74950921 7.38027576 1.01392671 1.01392671 10.41803031 9.75457722 7.64694818 1.82130204 12.35963564 9.82693263 8.90877088 9.55392625 11.60570928 NA 0.01392671 3.71438841 3.82131225 13.48340424 7.97105548 9.57619559 11.87659054 NA 10.00121718 9.38839492 11.27045676 7.50980825 9.85787419 11.31287496 9.15478293 9.71005132 8.63233875 12.12964715 11.14355821 9.29819892 9.33588137 7.57619559 9.14452365 4.68637726 9.86960032 3.87193234 6.44473994 11.08071515 0.0181030 -0.0089670 0.0223040 -0.7509800 0.0151680 0.0000000 0.0172640 0.0094491 -0.2778600 -0.7251700 -0.7251700 0.0181030 -0.0088526 -0.0109220 0.0223040 0.0223040 0.0223040 0.0223040 -0.7231400 -0.1340600 0.0253900 0.0000000 0.0270760 0.0270760 0.0225850 0.0119580 -0.7312600 -0.7315200 0.0329860 -0.0102320 -0.2778600 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.730 -0.730 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.130 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.730 -0.730 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.130 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 10.37150517 6.11198486 7.75542040 8.46668870 1.33588338 8.95793317 11.85138403 10.87160381 6.44021804 10.84225628 10.49927936 -0.98593042 6.20377867 10.68283820 4.62866279 3.33588338 11.19012634 5.48968743 -0.98593042 7.48968663 0.59893683 NA 8.42969504 0.01392671 10.50006417 10.08004242 10.75830351 7.14837998 2.33588338 NA NA 9.18638071 7.54143043 9.75035510 NA 6.67928867 10.2221875 10.0699134 9.6978251 11.0977649 9.7427241 9.2475730 10.0342387 5.5531116 10.7713432 9.9080131 7.0746489 6.6650047 10.1335428 5.8965964 13.4868344 10.5545656 9.8293365 12.7388933 13.0329357 6.4977688 10.9645091 10.1838782 5.9208435 10.6943127 11.2851244 13.3986021 7.0195774 5.7143939 8.6175795 5.5685429 11.0276248 7.4105582 12.6839455 10.1205161 13.5919720 9.4906995 8.2234066 9.8357272 12.7637179 8.7074402 14.5508682 12.3788033 11.6341730 12.7356932 8.7705096 4.5058084 10.5482561 7.8935363 10.1231309 8.6157242 8.7091814 10.4992794 12.2093254 9.5207566 11.8908461 6.1328935 7.8843177 6.7418741 10.9227211 12.5123038 8.0335441 1.0139267 -0.9859304 12.0776853 13.0250057 11.5797384 6.6934340 10.6106089 10.99230619 12.09527019 10.08004242 10.77716554 11.15222500 5.92084350 10.69738646 6.17382502 8.80836896 6.39765752 10.05971286 3.92084588 9.21974645 12.00316317 9.46825258 10.89888688 9.68372417 2.82130204 12.91679933 8.54883963 8.69694771 8.19729092 9.01676818 7.82452475 5.64331075 8.55698496 9.81404422 8.59891563 11.72368325 3.18388346 10.17193161 9.26306657 7.83413222 8.03632090 11.61804305 9.98333967 -0.98593042 10.77217640 8.65600504 4.96815067 10.49221723 2.59891302 8.94764395 6.14323626 9.40734362 9.33668128 7.62128340 9.67751124 3.10141476 10.76800555 10.90839202 10.46206950 12.12590390 9.99337844 11.25355171 10.64921782 11.95848225 7.98836771 8.27134116 10.60641021 11.66657411 4.22340710 NA 2.59891302 9.95939706 8.15043173 8.36268116 0.01392671 10.00121718 7.79531305 10.89964959 TCGA-F9-A7Q0 37 0 NA 398 kidney stage i t1b nx m0 female 2013 NA NA 80 kidney papillary renal cell carcinoma NA NA asian not hispanic or latino NA NA 1 5 1 3 4 2 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.81693676 10.93446416 6.60019094 2.71567377 8.78820282 9.23681547 3.01522993 0.49026205 6.33715624 5.71566827 6.61514112 8.19513742 10.12440607 11.95810940 5.39026872 12.03377634 10.98892578 13.05183132 13.72076899 11.71956436 10.65502126 7.91307370 6.69470890 5.93409184 12.07929747 7.46643951 NA 3.82258740 9.92061546 11.42832735 9.61885476 4.56981916 3.40754310 9.30755011 9.89634240 9.41504032 10.02435722 5.72947392 13.12236372 9.53879033 10.54807128 6.82258358 8.14708533 NA 10.57173444 9.43939458 9.05551807 8.30063078 0.01521209 9.80231473 10.04520568 10.37552680 8.67343982 4.95938532 10.79555081 3.08647808 9.12808483 8.42885634 5.30062895 10.61188407 9.75247565 8.60581543 9.98556447 3.82258740 5.64458601 10.10467881 1.01521209 12.21612700 10.57699369 8.38155074 3.33715446 8.24395083 14.11231405 11.19420441 9.20381732 7.13934977 15.13033302 10.02994630 8.50908377 10.35674719 5.50708104 9.72086071 7.30984920 6.62993795 3.71566278 12.26656286 3.59778143 10.33619244 4.33715446 7.18515295 8.72603487 1.33714018 10.46746963 8.82579993 12.44437356 6.80964467 13.34452791 3.82258740 10.14965466 10.27849755 10.67254680 NA 7.84811838 12.68621651 11.69030329 8.84177692 1.60017459 7.39460674 7.84811838 8.79822650 11.31157106 8.37717235 7.89787147 9.26434173 9.71913192 -0.98478791 9.45713500 8.72258761 9.19638057 10.51806022 9.05140201 8.78175738 11.43797912 10.43308088 12.36077223 3.10269172 2.47466966 10.74909107 8.00391307 9.15733557 9.57173444 -0.98478791 4.14451142 2.60019838 13.76211005 12.43281723 10.42938509 11.08064454 6.34614492 10.51905414 11.89768038 3.01522993 8.20998502 8.02365678 10.81653259 12.84316646 11.21394352 10.52500344 8.33264081 5.20505229 11.30812517 4.94596346 2.47466966 1.82256701 9.44881384 4.01522993 0.60017459 9.87398648 13.18397885 10.27202681 12.56993714 9.19264790 1.19792828 10.62070791 8.29367763 10.90121069 2.01521209 3.77012074 7.80313079 10.20690459 5.27920011 9.55244682 7.82580025 10.90777120 11.09970463 8.44777010 9.28966481 13.60686761 8.88405082 8.94596580 9.14064191 8.34614537 0.01521209 7.53092831 10.88096165 1.82256701 6.78533084 10.23862686 10.26671077 8.53486468 10.10269120 11.84910676 11.19202484 2.71567377 10.27673568 9.97862309 2.82258740 8.66986441 1.33714018 9.54074916 5.31901090 11.69074445 10.47414762 9.90397160 11.14322274 10.78258524 8.30755011 2.47466966 11.60404138 9.63728021 8.98820806 10.97378108 4.14451142 5.84811963 4.84811713 1.01521209 6.49904381 1.01521209 9.35173499 0.01521209 8.72431227 7.14657071 NA NA 12.26745030 9.47875284 12.15157873 10.49854030 12.49134170 6.20505229 7.82177781 6.10300869 7.51108372 10.24344583 9.71132661 12.26167211 5.89787207 NA 0.60017459 10.61607047 8.76509776 8.07051062 NA 12.78743985 8.67700640 10.94707392 7.14291372 10.12831931 3.96942682 NA 2.47466966 NA 14.35560011 6.38154987 8.62255887 11.63476060 NA 9.00391307 8.62883373 11.01522840 8.70697183 10.44096880 11.00922819 8.74824385 9.26315580 9.12375283 11.72882972 10.58840217 9.65637695 11.31957972 8.46849901 10.18275312 4.50708422 9.01240777 4.30026286 9.02095106 11.51158288 -0.700010 0.019363 0.209010 0.184950 0.214370 -0.720730 0.211000 0.153670 -0.298980 -0.739180 -0.709880 -0.700010 0.019363 0.019363 0.189050 0.196190 0.196190 0.196190 -0.672330 0.227150 -0.702550 -0.697070 -0.692420 -0.692420 0.190460 0.181470 -0.704560 -0.707200 0.174370 0.037757 -0.296380 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 10.58175815 6.05962351 8.86541532 8.55518192 NA 10.81693676 12.82087152 7.56686005 9.45817178 11.05267924 10.40969111 0.01521209 4.47466317 10.38537085 3.60018648 8.13157251 10.92136737 10.20690459 0.60017459 8.04865143 4.33715446 -0.98478791 7.62625295 9.16624495 10.75569645 10.12440607 10.47180353 7.15477964 -0.98478791 1.01521209 1.82256701 9.78092881 7.97812411 9.41930545 NA 6.94004104 8.9236210 9.6179273 9.6805644 10.9217432 8.6572802 9.0278529 10.2855237 4.4414901 10.2062875 9.5621228 7.4118330 5.3190109 8.5524466 8.6169990 12.8110651 10.8599342 9.7701159 13.2975205 13.3711988 5.2631546 7.0375964 9.5466099 7.0320369 10.3628498 5.2820135 13.3185811 8.1341696 8.7431487 1.6001746 NA 10.2595923 5.7294739 12.3043828 9.7482437 12.3607722 8.9548076 7.7734518 8.8080188 9.7499380 6.3461449 11.2377214 11.2139435 10.8626773 12.7026041 10.5050763 6.1851529 10.6761157 9.4889341 11.2331861 7.8258003 8.3683751 9.4818148 11.8471294 9.2234629 9.9795692 7.2246818 6.6001909 7.3902679 10.5582602 12.6410514 8.6787864 -0.9847879 NA 8.5964291 11.6025371 10.4865175 7.7998631 10.6128154 10.8852077 12.1689387 10.1244061 10.9889258 11.7195644 6.5309275 11.1538202 3.1026917 9.6409372 5.6445860 10.4357151 6.8225836 8.2222428 11.8563170 10.1637050 10.5850840 9.4267394 3.3371545 12.5289560 8.1645691 7.2866917 7.1602940 9.9766781 7.2001041 2.4746697 9.2476494 9.2416405 8.5907678 11.2723216 2.4746697 9.8504893 9.3450246 NA 7.5543870 11.9935814 9.9788470 NA 10.6197816 9.0920441 3.8732128 10.2124451 1.6001746 7.6554735 5.8732103 9.1926479 10.2232310 6.7499378 9.8128900 2.9221217 10.8809617 11.4083507 9.6671770 11.6907445 9.8669775 11.2852316 10.9737811 11.3078376 6.8096447 8.6876539 10.5085835 10.5085835 NA 0.6001746 NA 8.8669775 10.3757902 7.8096440 3.7156628 9.0039131 8.0840068 11.3771722 TCGA-F9-A7VF 75 0 NA 73 kidney stage i t1a nx m0 female 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.589225e-07 4.54545454545455 25.7575757575758 18.1818181818182 31.8181818181818 19.6969696969697 9.1046027 10.2570652 10.9774001 8.9185064 8.2921849 7.8587413 2.0730318 6.0116164 8.4908689 NA 1.5095438 5.3460350 5.1319104 5.5104208 7.7407192 8.8234443 11.4689075 5.1027631 12.6600125 8.7477972 11.8801029 13.8318655 11.8508196 10.4210068 7.7595167 4.6255569 5.7359824 10.0888959 6.5648689 6.4767381 1.8099906 9.4378806 10.5406219 10.3676371 5.5104208 NA 8.0953844 9.0767686 8.4681935 7.8144831 5.4422502 8.9433810 8.7803754 11.1355123 7.2362467 7.8189707 5.3460350 11.6517035 9.5473984 8.0116158 8.2091531 1.4880522 8.5541429 10.3437010 9.6160481 7.2429416 2.8099906 11.4908689 2.2953998 8.8587413 7.7780725 2.6579829 10.6089397 8.1604791 9.4767385 9.2857155 5.1027631 5.6778775 10.5324480 7.8499974 10.2970180 11.3405834 3.6579829 6.9799064 7.7501020 11.8687854 9.4320338 9.8334591 6.4767381 16.0467585 9.1919574 8.2726886 10.3760359 3.4880522 8.5487499 7.9998067 11.2307843 2.0730318 11.4763835 5.4244552 9.1706622 10.4710474 5.3949428 9.4653338 1.0729976 10.4458814 7.8323495 10.4061717 5.7359824 14.0014212 2.0730318 8.3526425 7.1745542 12.4685505 NA 7.8717580 15.1548881 12.7764874 8.2595432 1.0729976 7.1101053 8.1640109 9.4964825 10.2986254 6.3949445 7.3082325 7.8323495 8.9918795 1.0729976 9.0076900 7.0194351 10.2808442 9.8456058 9.2244559 8.2462770 11.0249713 10.0436016 12.6174979 -0.5118964 2.4880522 11.3956956 9.0445600 10.2537544 9.6778783 NA NA 1.4880522 13.5951074 9.9718696 11.0512501 10.3904290 2.9474791 12.0560099 12.0000535 4.1319104 8.5648693 5.3706979 9.8792974 12.4384275 10.1099043 9.1850213 8.3553326 5.7918349 11.6082917 4.0730147 2.2953998 4.1884959 10.2595433 5.2954071 NA 7.9998067 11.2408526 9.2611930 12.0172403 8.7918346 1.0729976 8.7711421 8.4480556 11.3691908 7.9474856 4.1884959 9.5034688 6.9799064 3.4880522 10.6654733 6.4538385 9.9546402 11.5173411 7.4653338 10.9236825 14.1257542 8.4158317 9.2694136 7.8499974 9.8156065 0.4881036 7.4538377 9.8400973 0.4881036 8.9788846 9.0842437 10.4113813 8.1426896 10.4039332 12.4786897 10.7258613 0.4881036 10.1282988 9.6771742 3.1884959 9.2159744 NA 6.0730168 2.9474791 12.7479442 11.3264699 9.6803467 10.2767722 11.3046376 8.2295206 -0.5118964 11.6172145 10.0711366 7.8931953 9.8489010 3.8803721 5.7734557 4.5755181 2.4880522 7.8009368 0.4881036 10.0842436 3.1884959 8.1174104 5.0730147 NA NA 11.8217683 11.2299421 11.6030975 10.5372217 12.8691912 7.3828713 4.5755181 6.0607910 7.3889205 9.6069949 8.3798375 9.2496051 8.4158317 NA NA 10.4084067 9.7216736 7.3398028 1.4880522 11.1556090 8.9164139 8.6043979 7.7851536 10.9607447 1.8099906 NA 2.4880522 NA 13.3760360 5.8803721 7.8456061 9.9464604 0.4881036 7.7216734 8.0654829 11.1264897 7.1884939 10.6339860 11.2375043 9.1710484 9.3722243 9.7641783 11.1013829 9.9016818 9.1569388 10.9408099 7.1604796 9.5006784 3.2954145 8.1426896 3.5130864 8.4022894 13.0276974 -0.00816240 0.02034300 0.82196000 -0.00828720 0.82784000 -0.00041585 -0.00415460 0.76504000 0.13497000 -0.00816240 -0.00816240 -0.00581400 0.02034300 0.02034300 0.80092000 0.80092000 0.80092000 0.86554000 0.01293400 0.00952290 -0.01917700 -0.00041585 0.00041593 0.00041593 -0.00415460 -0.00484610 0.01447000 -0.01147300 0.76273000 -0.06088300 0.13368000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 10.3050374 6.4069176 7.4824071 9.0144747 NA 10.7963929 6.1027631 6.1907116 9.7144660 12.0799385 10.8549224 NA 5.6173367 11.2755483 0.4881036 7.5808110 9.7583492 6.9799064 NA 7.9918795 2.0730318 -0.5118964 8.0842434 7.2562379 10.5547956 8.8234443 12.3416422 6.1884939 2.6579829 -0.5118964 3.8803721 10.9237241 7.0730168 8.2022992 NA 6.7734557 8.9164139 9.5887161 10.9834092 10.7460309 7.8803715 10.3042376 9.0017814 NA 10.3591891 8.5702030 8.4305684 4.4422469 8.0916803 7.3767974 12.4507691 12.4674790 8.3366766 12.9954769 11.8311923 5.4880554 8.2496051 10.6428719 6.0426421 10.4639019 3.9474885 13.8185506 5.5324479 8.1027636 0.4881036 NA 9.5433362 7.8189707 13.0457568 8.7641783 12.6174979 7.6579786 7.3828713 9.6604814 9.8223272 2.9474791 12.5633658 10.1099043 10.4466065 11.7120555 9.4781578 1.4880522 11.7624320 9.6378010 9.3767972 6.4538385 7.2022992 10.3153965 11.8843910 6.1319104 10.1391056 5.3949428 8.0349480 7.6479253 11.3300112 11.0626474 9.4595974 3.4880522 NA 8.7312277 12.2231867 9.7565725 6.8009374 9.4276330 11.6920135 10.9849077 8.8234443 8.7477972 11.8508196 4.8803721 7.0272127 -0.5118964 9.7734561 3.3949394 7.7688248 7.2362467 7.7216734 11.7026765 9.3522399 10.5900295 8.4964823 3.0730147 14.6174576 8.3781357 6.9059068 7.0654829 11.2370852 5.6975070 2.0730318 5.2954071 9.0502963 8.8032035 12.6676520 2.2953998 8.8521883 7.0349486 1.4880522 8.8739162 12.1162715 10.0272127 1.4880522 10.1988602 7.8009368 2.0730318 9.3737502 1.8099906 5.3949428 7.5104216 8.7918346 10.1993078 1.4880522 9.3722243 1.4880522 9.8400973 10.7282250 8.6173367 12.7479442 10.9016818 10.3858993 9.8489010 11.6507598 8.2954090 9.1498320 10.7041934 10.4852333 3.1884959 NA -0.5118964 7.0116153 11.7480177 7.2759569 0.4881036 7.7216734 8.6250451 11.4110098 TCGA-F9-A8NY 38 0 NA 36 kidney stage iv t4 n1 m1 female 2013 NA NA NA kidney papillary renal cell carcinoma NA NA asian not hispanic or latino NA NA 1 1 1 7 1 2 1 2 2 2 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6013013 3.4902749 7.8064169 7.7290585 10.3078945 12.3473815 4.0558724 9.5615192 9.7336358 12.3166927 14.0487471 11.0241461 10.6232594 6.3621157 5.8576427 6.3777970 14.1576313 1.4313555 -1.1536070 5.8787376 10.1547542 10.4766822 10.1929288 2.3058538 2.1683532 3.8006100 8.9936200 7.6665940 9.8832756 6.5329154 4.4010024 10.2252519 11.8263762 4.0558724 7.4684668 -1.1536070 10.5329157 8.9125044 9.1143722 7.9016978 1.1683211 7.6697822 10.1722827 10.7771525 7.4010041 1.1683211 10.8447587 1.6537479 10.0806338 7.5258950 5.9338771 11.7113750 9.3787711 6.8121991 9.2172225 4.7043962 3.7043962 10.1297409 4.9756990 10.5606607 8.7786298 7.0558681 10.4119933 10.9401562 10.4323166 10.5433827 9.5381587 7.3971621 15.6347639 10.5068568 7.5606607 11.0564776 3.8464131 9.9437889 7.2039675 10.6985545 5.3855725 12.7133077 3.4313823 9.0179547 8.9718286 7.8604358 9.1049811 1.4313555 9.7152377 9.4602046 13.4429543 6.8464156 15.3367422 3.8464131 10.2030321 6.4086575 12.1721422 1.4313555 8.2536830 13.3244895 12.1851515 8.4086575 1.1683211 8.8336792 7.9338777 4.6277761 11.5039569 8.9431302 8.9769856 8.3140208 9.7793681 0.4313555 9.6302318 8.8150819 9.5416434 10.6641983 9.3402705 9.7290582 12.0407503 9.3211351 12.3719360 5.6277761 -1.1536070 11.2750370 9.2726799 9.0213409 9.5250153 NA 1.4313555 -1.1536070 14.1974234 7.1410363 9.9064355 5.0752331 8.2494273 9.3282147 10.0583034 1.1683211 8.9111580 10.1178781 10.8548438 9.4162708 11.8195923 9.7845244 9.0931558 5.9232300 10.8261975 1.8464331 4.4313756 3.5468574 9.5887246 7.9205565 0.8463930 9.5845075 12.3216419 9.4929738 10.8614817 8.4702965 -1.1536070 9.5117511 8.4351297 10.4408097 3.7043962 8.4444675 9.4266738 10.4000444 4.6013043 11.9103157 7.8935388 10.4997081 11.6158398 11.3337528 8.6934723 12.6051589 9.0125782 8.7771524 10.7987924 3.0163359 NA 7.6665940 11.3485011 5.4177884 8.2376803 10.7510497 11.1064526 9.6521589 10.1767718 12.1377298 10.9077864 5.3699759 11.1851515 9.1951433 4.3699759 9.1851515 -1.1536070 8.7697427 5.6277761 12.6051589 11.0207166 9.4153214 10.4486500 10.7951473 9.4574400 3.3058538 10.6672802 9.0752339 9.4067480 10.1884898 -0.1536070 6.2810435 4.4902685 0.4313555 8.0776361 4.4010024 10.2355087 3.3058538 7.2301194 8.5232538 NA NA 11.4893694 9.8121995 11.4103264 10.7446386 11.1459094 9.8251256 7.8147651 6.3557951 9.0931558 10.3492469 10.2127374 11.2047916 3.3699829 NA 1.4313555 10.0062865 9.5520475 7.9151934 NA 11.9003410 11.1714395 7.9627590 9.5095373 11.3017424 NA -1.1536070 2.5468574 NA 13.5380496 6.7533064 8.8506357 11.5012749 NA 8.1705956 9.5758915 11.2629488 6.3140203 10.1621308 10.3447657 9.5153001 9.3119814 9.2160124 11.4657181 10.8614817 9.2810433 10.4952221 7.9178775 8.7351583 5.3542088 9.7106012 -1.1536070 6.4749697 11.1358577 -0.00929070 0.62385000 -0.01507800 -0.01612700 0.68791000 0.69537000 0.67953000 0.68735000 0.18828000 0.02354200 0.00080779 -0.00929070 0.62385000 0.62385000 -0.00804840 -0.00804840 -0.00804840 -0.01690100 -0.01439000 -0.00417870 -0.01670100 -0.75082000 -0.00973300 -0.00973300 0.67953000 -0.01325800 -0.01053200 -0.01480200 0.70004000 0.01332800 0.18828000 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 9.6800959 6.3140203 7.9936200 7.6736624 2.0163537 9.3037960 12.3045654 11.5318472 8.8562437 11.3672425 10.4005243 0.4313555 5.9444462 10.6477193 1.1683211 5.1318158 10.6302319 10.4000444 NA 8.5099733 1.1683211 NA 8.9549396 -1.1536070 10.8854130 10.3078945 11.1314734 7.8632236 2.3058538 -0.1536070 1.4313555 9.9942560 6.5258950 9.0655836 NA 5.8122004 9.6871930 9.6310501 9.6112867 10.3571793 9.2203677 9.0895892 10.1812471 4.2039685 10.5302870 9.6195544 7.5640916 4.5468574 9.3894470 7.2558057 13.6212022 11.8249469 9.6537700 12.6773264 12.9146896 5.3221481 8.9151934 10.6836488 4.0163359 10.1666516 10.4162707 13.4452237 6.6079664 8.7121483 8.6617984 -0.1536070 12.4829265 5.5188404 12.4886925 9.0424025 12.3719360 9.2171025 7.8236952 9.9980660 12.0141469 8.2494273 16.9810370 11.8195923 11.8354548 12.9222285 9.3640845 1.8464331 11.3107056 8.8421822 10.9542860 7.8935388 7.9312233 10.1513368 12.4866601 8.2192803 11.8105719 6.6919054 7.1038029 9.5276535 10.1433313 12.1936212 7.9098103 0.4313555 -0.1536070 11.6019287 12.1690475 11.1078813 7.0012337 10.8544936 11.273204 11.906773 10.307895 9.733636 11.024146 5.186267 9.168343 4.238733 9.074031 8.084820 8.969243 4.055872 8.278957 11.767693 9.484851 10.763787 9.617905 2.653771 12.713694 7.374166 7.006287 7.169380 10.359649 7.735159 5.036240 8.502840 9.862527 9.036734 11.386301 2.016354 9.196249 8.508193 7.581124 9.274775 10.779368 10.026946 NA 10.619142 9.197354 2.168353 9.795512 2.016354 8.055869 6.369978 8.470296 8.987091 4.546857 9.298656 4.574338 11.348501 10.475316 10.440740 12.605159 11.380232 11.321642 10.188490 11.285207 8.334255 8.502840 10.244090 10.637171 NA NA NA 7.358168 10.528567 8.518840 -1.153607 8.170596 8.414371 11.091968 TCGA-F9-A97G 79 0 NA 13 kidney stage iii t3 n0 m0 male 2013 NA NA NA kidney papillary renal cell carcinoma 15 1970 asian not hispanic or latino NA NA 2 2 1 3 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2425207 9.7021438 10.3003188 4.2819949 -0.1773922 8.4878963 9.1399731 10.6411427 7.9544174 6.2234399 3.1444869 9.5807837 11.4661913 5.9415007 16.1683209 10.4117435 11.1140190 8.8504666 8.7021439 7.1489900 3.8669574 10.4632574 10.1433610 10.7944633 7.3771498 2.1445033 11.2921642 2.6513847 9.8859556 8.1557158 3.5774530 11.1114266 9.3694549 7.9492653 9.4668404 1.4075159 7.3144138 10.9385795 -1.1775554 10.8795368 10.5985822 6.3924153 1.4075159 9.5882610 12.4041142 11.3821766 7.9100233 7.5807839 15.9651762 10.6291101 8.3905168 11.2054547 4.7998385 8.4718166 7.4736124 11.6049445 6.6039200 12.9966280 1.6298928 7.9400739 9.3362881 7.9336960 9.1433610 6.3694543 9.5757773 8.8642196 13.9488617 7.8365812 14.5997660 6.3382604 10.1754481 8.5956998 12.5178976 NA 6.8393688 13.7933854 13.3760698 7.9492653 6.9974866 7.0417292 9.9251924 8.9811702 10.7417963 8.7399325 8.0344490 9.3752295 9.7933855 2.7294440 9.5807837 9.0858296 10.8703661 10.4372704 9.4546470 9.2051845 12.5381622 9.5757773 11.5234337 1.9924784 3.8225568 10.4331241 10.1795627 7.5606531 10.7234273 -1.1775554 0.4075159 -1.1775554 13.7483004 13.4532258 10.0975210 14.0422585 9.1624105 10.3980998 10.6960047 3.4075295 6.9723078 9.0393065 10.6909973 9.7196496 11.4582038 9.8532277 8.0173173 11.2789149 10.6173825 5.8993763 7.0657349 -0.1773922 8.2041035 2.9100227 -0.1773922 8.0393062 12.5048968 10.1433610 9.6530758 9.7731165 3.1552635 8.7128248 7.9824318 10.0385849 9.9427985 6.9258487 8.9415016 5.4224719 6.6363419 11.8172675 8.7488567 11.2711931 11.4539650 10.2865956 9.2748019 13.2194328 9.6578215 9.9893512 7.4409464 10.1166069 1.9924784 6.0893477 9.6983098 6.8014419 8.6447969 9.2116540 11.1973283 9.6967735 10.1148822 11.3214098 10.6014590 1.9924784 9.4298908 8.2529502 6.7532983 6.9047093 NA 7.1033308 6.2404136 12.7989456 11.1956976 9.4780913 11.1902483 11.1759830 9.3848030 3.2148708 11.2468055 9.3480812 7.5195278 10.5453680 2.9100227 5.6680510 5.8112449 3.6299161 10.1646352 3.5229973 11.6020747 3.6299161 8.6443344 6.2024589 NA -1.1775554 11.3721046 10.9238797 10.9560239 10.6789861 11.0948987 11.5650805 8.8253754 6.7737287 8.2084231 10.7067310 9.8940228 10.7391865 0.4075159 NA NA 9.7510789 9.7540368 8.0657344 -0.1773922 11.2778877 11.5393800 8.1354435 5.7839516 10.0758171 NA -1.1775554 1.4075159 -0.1773922 13.5875358 8.1444885 9.4473560 11.2932194 NA 9.1365772 9.4063955 10.7905073 4.8886507 10.2597925 10.5428048 9.1217684 9.2582308 9.1137312 11.5880538 11.1850523 10.2927110 11.2459391 7.6427398 8.7694670 4.5774470 8.0197770 4.6812862 7.9226183 10.8511573 0.00097064 0.00097064 -0.00682920 0.49666000 -0.00401620 0.47890000 0.00027728 0.00416320 -0.12784000 0.00319100 0.00281910 0.00097064 0.00097064 0.00097064 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.51404000 -0.00249380 -0.00664320 -0.01587900 0.00180300 -0.00644330 -0.50204000 -0.49694000 0.00249690 0.00416320 0.98266000 -0.00110870 -0.13329000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.983 0.983 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.983 0.983 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 9.5029201 6.3924153 7.9205928 7.0161843 1.4075159 9.2519673 9.6967735 9.0960064 11.4489541 11.8069256 10.6210323 2.2819949 6.1534770 9.7628741 4.4949852 8.1079630 11.2786582 5.4224719 NA 6.8832567 3.8225568 -0.1773922 8.9232229 3.8225568 8.7896138 10.4878965 11.4141390 8.3500375 0.4075159 3.0704924 1.1445033 10.1303305 7.7503385 10.1348763 -1.1775554 5.9415007 8.933696 10.841456 9.714344 9.040518 9.224507 10.157951 10.298294 5.126341 9.784010 9.177912 7.762139 6.079948 9.816914 5.822559 14.101191 11.878012 9.222373 13.203563 13.013465 6.361719 7.799840 9.869002 8.502041 9.888650 3.822557 12.246333 5.536805 10.761772 3.407530 NA 11.837278 8.829588 12.434046 8.548779 11.523434 9.012385 8.471817 7.844929 9.678208 9.162410 15.145316 11.458204 10.822561 13.780479 10.754406 NA 11.036576 7.779663 11.346367 8.748857 7.584112 9.849775 13.144770 9.526464 12.139408 4.466418 7.633132 7.869685 12.252098 12.367646 6.543660 NA -1.177555 7.498517 12.813196 10.405634 6.550481 11.156554 11.3983361 11.8176210 10.4878965 9.1635234 10.5029201 5.5774470 9.1801125 4.9518442 9.1921579 4.8886507 8.6491088 5.9415007 7.2446255 12.6723536 8.9949881 10.4609964 9.8785207 1.1445033 13.2801338 6.4545378 6.7354504 7.6933260 11.4682190 8.0681135 3.0704924 9.0307948 10.5059938 11.4929822 11.2322166 8.0513792 11.2239734 10.0693011 2.2819949 12.6808330 11.1959695 10.2691269 0.4075159 10.5640275 9.1411035 2.5230099 9.9633903 4.6805438 8.3733072 8.5841117 9.7731165 9.0167387 4.4664183 9.3104006 3.2148708 9.6983098 10.9106862 10.8883133 12.7989456 11.5162653 11.0203915 10.5453680 10.1679658 8.4094003 6.3224059 9.9172981 9.1701820 1.4075159 5.7998411 -1.1775554 10.1068063 12.1647672 8.5212651 -0.1773922 9.1365772 9.8737695 10.4112752 TCGA-G6-A5PC 54 1 242 NA kidney stage iv t1b n0 m1 female 2012 NA no NA kidney clear cell renal carcinoma 30 NA black or african american not hispanic or latino NA NA 2 3 4 4 4 6 1 2 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4863355 10.9511321 10.6529718 6.5442829 8.7230162 5.9985408 4.3629537 9.8565796 8.6243762 NA 3.1714791 5.0150292 7.9607393 8.6027219 6.6641230 8.4863355 11.4131902 3.7255230 10.4166849 9.9723956 11.5221034 15.4322087 9.0732673 10.5199388 8.0191225 4.0150336 5.6848804 11.9755581 8.0908735 NA 6.5213822 9.2987493 10.1647767 10.6536301 3.1405660 0.5556199 8.0712977 9.3979484 10.2586363 7.1703077 5.9306380 7.2629574 8.4714773 10.6404064 7.6745390 10.2818161 3.3629467 10.9120500 8.9671089 7.7987718 8.5442825 3.8035267 11.0584297 10.7040746 10.1573688 7.4321151 NA 9.9153475 1.1405824 9.9745046 7.6054462 1.1405824 10.0434380 8.0150297 8.4714773 9.1005817 NA 6.4504162 10.7059800 2.1405496 10.4259627 11.0811188 NA 1.8775087 8.8093980 11.0835636 9.5696185 9.6900243 9.2525654 16.6746809 9.6417342 7.2066501 8.9328085 3.5555953 9.3188103 7.5890211 12.1101868 3.7255230 11.6858467 3.3629467 8.2201161 10.3971623 10.1320823 9.4654911 2.3629467 10.5612225 7.1101868 11.2111287 5.7454229 15.6495362 7.9902260 9.6595152 5.8593782 12.8190139 NA 3.1405660 15.6360408 11.2983285 9.3629529 1.1405824 7.6270603 10.2412228 9.9734504 11.0155418 7.3037908 8.7280256 6.2835181 8.0633924 -0.4443801 8.7868192 8.5068828 10.8971168 10.0860043 8.5527774 8.3369577 10.8091441 9.9912683 13.1936944 NA 1.1405824 10.3797612 9.0673507 10.1245042 9.3221269 0.5556199 2.5555953 1.1405824 14.4276957 7.9902260 10.3171492 14.6397835 4.2560369 12.6683632 11.8014477 3.8775283 7.6054462 8.2138095 9.9403817 10.9618029 9.7267246 9.6162939 7.9734506 7.6693401 11.1301915 2.7255230 0.5556199 -0.4443801 10.5170477 2.3629467 NA 9.7167298 13.1171246 8.7868192 11.3225409 7.8410001 NA 9.3581142 9.0170773 9.6572586 7.8775259 6.9985419 9.3154861 7.3500136 4.5097972 10.4572192 7.2350779 10.5800451 11.6887402 10.8582369 10.7563311 14.1005624 8.5640268 9.8616597 8.7404733 12.0406725 3.0150336 6.5442829 10.6660812 7.7255230 9.2427811 9.4848563 10.7583340 7.9522025 9.3385962 12.1527194 10.9500607 5.8593782 9.6874549 9.3063718 4.9131479 7.3757771 -0.4443801 7.5612223 2.8775283 13.1798223 10.9241044 9.3385962 10.2664044 11.7438777 8.2525656 5.4135805 11.9710334 9.7613912 6.9818629 8.8035254 NA 4.9131479 4.4624908 2.1405496 6.5097940 2.3629467 10.5242648 4.7255230 8.8082634 6.4750573 NA -0.4443801 11.9167193 10.2102340 11.3365478 11.3701804 11.6996188 7.9860508 5.7638816 6.0119115 9.7699172 10.1092272 8.7205049 10.5097943 3.2560445 NA NA 9.5737981 10.1582969 7.7650513 6.4135789 9.9219202 13.0189946 8.4654909 8.4250375 10.9511321 NA 1.8775087 NA NA 13.4586240 5.4382396 8.3435007 9.9349763 NA 4.8410019 8.4654909 10.7674862 7.5271415 10.0191224 11.2079948 9.1813068 10.2490849 9.3287371 11.9344347 10.8881940 8.4351810 10.7820102 8.1813068 8.8707475 6.6216871 9.2936903 2.1405496 8.0297096 12.4004999 0.39529000 -0.00415460 0.00638710 0.60196000 0.00000000 0.00194180 0.00305220 0.00263570 -0.00839410 0.00194180 0.00194180 0.39529000 -0.00415460 -0.00415460 -0.60216000 -0.60216000 0.00638710 0.00638710 0.00291330 -0.00152430 -0.00180140 0.00194180 -0.39575000 -0.39575000 0.00305220 -0.00221680 -0.00041585 -0.59536000 0.00958830 0.00263570 0.00124810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 10.8450406 7.3171494 8.6108805 6.9935578 0.5556199 11.0484526 8.1958431 8.6903581 9.8153412 12.6314281 10.3467608 NA 6.1405599 11.4131902 NA 7.8176930 10.9251953 7.3500136 NA 7.9607393 4.6430596 2.1405496 8.5668250 3.1405660 11.0639523 8.4863355 12.0976552 6.3500145 0.5556199 0.5556199 2.7255230 11.5148755 6.4135789 8.7747666 NA 8.2698434 8.9607393 10.2138095 10.0899009 9.4519304 7.1849547 6.5213822 8.6667335 -0.4443801 9.4275033 8.9479154 7.1629280 7.7053449 8.6483551 5.6216885 12.4303872 13.0992340 8.6324136 12.6022104 12.3042102 5.7844176 7.9087451 10.2603662 7.2066501 9.8513669 6.3369582 13.0986298 8.0594240 9.7674863 3.8035267 NA 9.2801119 7.5724062 12.9476470 9.4244206 13.1936944 8.1292454 6.7552708 10.0732674 9.9954288 4.2560369 16.4194938 9.7267246 9.6270603 13.8725865 10.2715599 1.8775087 11.9657843 7.3564977 9.8842730 7.2350779 7.5039648 10.7110487 11.7292751 7.6693401 9.9273746 6.5890204 6.9393018 2.8775283 11.3821465 11.8220917 8.7104159 0.5556199 0.5556199 9.0088686 12.7461943 10.6067661 6.2970648 9.5112478 11.6216872 11.5068827 8.4863355 9.9723956 9.0732673 6.1405599 11.6183187 1.1405824 10.5513651 5.0150292 8.1292454 7.6745390 3.8775283 10.2979074 9.1349140 11.4859657 8.7552702 3.4624843 14.5808241 6.8873205 5.1703097 8.5857959 11.7069317 7.8730103 4.3104855 5.1703097 8.7844166 7.3369573 12.5737981 4.4135805 11.0237128 9.4275033 0.5556199 11.2173761 12.1510886 10.7348850 NA 10.7650513 8.0514531 3.0150336 9.3369577 1.8775087 5.8035267 7.5945172 7.8410001 10.0979527 4.5555953 9.4549548 2.5555953 10.6660812 9.9317234 9.6758359 13.1798223 10.7104161 10.4870742 8.8035254 11.7485072 7.6054462 5.1994525 10.9015576 9.8842730 NA 0.5556199 1.1405824 9.0353781 13.0716328 7.1024923 2.5555953 4.8410019 8.5779658 9.3853208 TCGA-G6-A8L6 55 1 313 NA kidney stage iv t2a nx mx male 2013 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 2 1 3 3 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7881754 9.8875620 7.8430373 7.2942237 9.3376632 7.9588456 NA 4.7021865 8.4634488 NA 2.5974358 5.5635456 4.9785801 11.2985486 8.4521996 9.6826361 11.3342204 2.0399806 8.7542281 10.8691768 12.2142842 13.2687462 10.3475629 10.8654715 9.1812382 6.3043942 5.4550214 11.3660375 7.7029477 NA 8.1897297 9.6423722 10.4620474 10.2232045 2.7769462 2.6249431 8.1829405 9.7065026 10.8755067 10.3215263 4.6249431 8.0210744 8.7542281 10.9210966 6.2879100 10.4557244 1.4550181 11.1065203 10.0916447 8.2461829 7.9226254 2.2623730 11.3303855 10.6772113 10.1167983 7.1964871 NA 10.4068804 NA 9.4806995 7.7124080 0.4550181 9.9000349 9.2099075 8.4690406 9.0734057 NA 8.4856872 8.7264832 3.7029456 10.2215491 10.8158672 8.3857576 5.0988743 9.3092496 11.6395856 9.8622879 9.6261969 10.8510897 15.8620887 9.7746922 8.0916448 7.9902957 4.8125701 9.4280000 7.7404223 10.8580321 6.2363797 10.8989997 3.5941663 8.1624830 9.3945992 12.6186698 9.3222989 3.4550181 10.1675471 8.1692656 10.9736733 5.9144521 15.7408552 9.2132433 10.2623750 7.1623792 11.2514654 NA 2.9144497 13.4971070 10.9098335 8.8686482 4.2623730 8.8728728 9.4208045 6.6838382 10.6460793 7.5157164 8.7005729 7.9062310 8.7904104 3.3619087 9.1502484 8.8791865 9.1060719 10.6299458 8.7194628 7.2298071 11.2303011 10.0277204 11.8095450 -0.5449819 1.0399806 10.6274476 8.3468040 9.4493736 9.3130011 -0.5449819 7.6047674 1.0399806 14.9048781 8.1167983 11.7579446 11.6516222 5.0697279 10.4121222 10.7943134 3.7029456 7.5424833 10.8739268 9.9776016 9.6324396 10.8573501 10.1327398 8.2429226 8.0952651 11.3257701 7.1897297 2.0399806 5.7948707 9.0843768 0.4550181 NA 8.8343984 12.4513170 8.9124011 9.7357909 8.5635445 2.7769462 10.0898311 8.8037482 10.9735700 9.3901851 5.3857589 10.7282329 5.4092178 5.0988743 10.1485071 7.7264832 10.7415779 11.3720192 11.8276132 10.1247911 12.8095450 8.8300594 9.6559187 9.4437049 9.8004253 1.0399806 8.1203561 10.7696033 11.0264362 7.9703654 9.5224544 11.0930034 8.1203561 9.6946187 11.1658265 11.2759968 6.0549331 9.7253155 9.1107119 5.0399806 8.4408621 -0.5449819 9.0807291 5.2099095 13.6981197 9.8158673 8.5021440 11.0738644 10.6386555 9.7438862 6.8125727 11.3577306 9.1571928 7.3738831 9.6886399 0.4550181 5.4550214 6.3857572 3.2623730 2.2623730 3.7769462 9.6361723 6.6546919 10.5341915 7.8360005 3.4550181 0.4550181 10.9292330 10.5028256 11.6531582 10.9337897 11.9198211 6.5103021 6.3857572 5.6627182 12.0514428 10.9898093 10.2910705 11.5920112 0.4550181 NA 0.4550181 9.6874411 9.6098382 9.3145549 2.6249431 11.9682542 14.3854341 10.5237984 8.8081669 10.1450181 -0.5449819 2.2623730 NA NA 14.2811217 5.9144521 9.7565163 10.6826361 NA 7.8812847 8.6057066 10.5900881 7.6249453 10.7570878 9.6620344 9.0934561 9.5224544 9.3589019 11.1765466 9.8180598 9.2412896 10.5177409 7.9902957 9.3238427 8.0324491 11.1748367 3.1959460 7.8224784 11.3626619 -0.00249380 0.00471900 0.01279500 0.14607000 -0.00013862 -0.00249380 -0.00664320 -0.00401620 -0.01202400 0.00083195 0.00083195 -0.00249380 0.00400110 -0.00124730 -0.63765000 -0.63765000 -0.63765000 -0.63765000 0.00124810 0.14607000 0.00166420 -0.00249380 0.00235810 0.00235810 -0.00664320 -0.00180140 -0.00041585 -0.00867130 -0.00953790 -0.00387790 -0.01202400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2526816 7.2688012 10.0724876 8.1944294 2.6249431 9.8278852 9.0641987 9.8400844 9.5984034 11.5282680 9.4150221 2.2623730 6.7588015 10.4215255 2.2623730 8.0916448 10.0324490 5.4092178 -0.5449819 7.8300594 4.2099056 1.0399806 9.1380147 5.2623768 11.0086878 9.6826361 11.8428248 7.9941792 -0.5449819 NA 2.7769462 10.5224545 6.7769488 8.3887109 NA 7.8081669 9.7792006 10.0770719 8.8728728 10.6503924 7.9428599 5.9307539 9.5583080 1.4550181 9.1467637 9.2232044 7.3857572 9.2688014 9.5817246 7.3558867 12.1069687 11.1610844 9.5490977 13.3665994 13.4925671 5.6838396 8.6098381 8.9327784 7.7542281 9.5556825 5.6644743 13.5956901 10.1123385 9.2510598 6.3498376 3.3619087 9.5424829 6.7769488 12.7738453 9.8015338 11.8095450 9.1309772 5.4323014 10.3059883 10.8295162 5.0697279 14.7928162 10.8573501 10.4599428 14.0185739 10.0852872 -0.5449819 11.7076856 9.4222465 9.4578352 7.7264832 8.2330971 10.0371621 12.0134408 9.6850406 11.0460702 0.4550181 6.3005100 5.2099095 9.8791864 12.4144788 6.9468735 0.4550181 NA 9.3145549 12.6269787 10.7472210 7.5843034 10.3028605 11.8825949 11.8284291 9.6826361 10.8691768 10.3475629 7.1829405 9.4815436 4.4994122 9.6085722 6.8125727 9.5021440 6.2879100 6.7124073 12.1486987 8.5868769 11.5045284 10.1769737 4.0988743 13.2486234 5.4842509 5.4092178 9.3583598 9.5530523 10.5596189 6.7029470 7.0843768 10.7729979 8.9746564 12.4454787 4.9144497 11.0437348 10.8009797 2.2623730 11.5926517 11.5291616 10.9523730 1.7769462 10.9932091 8.7450390 2.4550181 9.4648488 9.6224383 6.1964871 7.5048690 8.5635445 9.2915598 4.6249431 9.8136714 3.2623730 10.7696033 10.3619107 10.6330624 13.6981197 10.6192986 10.7610818 9.6886399 11.4616968 8.1309772 5.8812853 10.5000971 10.3323042 0.4550181 3.3619087 2.2623730 9.6436089 12.9173038 8.2132433 5.9941792 7.8812847 8.3192060 10.1176886 TCGA-G6-A8L7 81 0 NA 2133 kidney stage i t1b n0 mx female 2008 NA no 80 kidney clear cell renal carcinoma 40 1965 black or african american not hispanic or latino NA NA 1 2 4 5 2 5 2 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.95694238 10.40233047 10.39252726 8.70216195 8.64825690 7.60363376 9.44616523 6.98967946 8.36159556 0.02616265 6.56691407 6.31160665 0.02616265 9.12160215 8.32082582 9.27413258 11.48512429 0.02616265 10.28712456 9.16831209 11.16958827 13.62971667 10.24295090 9.82224465 6.29299151 6.68441622 4.78109213 13.89155171 8.61491961 NA 7.11366821 10.54682377 9.32082582 10.03743233 3.34813325 1.61117238 8.82710512 9.13472946 9.14254899 7.54976696 8.83033615 7.86540913 9.33226687 11.77271940 9.05411099 8.79438955 NA 10.32770128 10.92026494 9.24779225 7.93309575 0.02616265 9.23809348 10.87247897 9.61491979 7.52605081 0.02616265 10.23003017 NA 8.76429738 8.02055832 3.02619807 10.25502373 9.31852677 8.74045067 9.80441372 0.02616265 5.19613095 9.98620698 10.20735738 9.56536393 10.11631745 6.92102328 4.27413491 9.96959906 6.90884773 10.40015769 10.07741406 10.81899536 16.73359117 9.72664477 6.95694296 3.02619807 4.34813325 9.73356415 7.91494835 10.76345241 6.72664460 12.70524525 4.64091587 9.03368096 6.88418640 10.23443941 9.20113074 1.61117238 10.25862598 9.32541318 12.00777236 6.88418640 13.90039975 7.12423714 10.18154189 10.56633313 13.84298875 NA 11.06786421 15.84411307 9.26699637 8.79769459 2.34811908 7.92707214 7.88418579 9.31852677 11.17595218 7.94506804 8.48972957 7.46083347 8.68798308 1.61117238 8.22096206 9.02902020 9.73701152 10.03743233 7.60363376 6.71270582 11.18180126 9.72143333 13.20751265 NA 1.61117238 10.65647224 8.91494835 10.37050096 9.72490977 1.61117238 4.88418762 0.02616265 13.39075015 4.19612701 11.56923687 9.90578832 2.83355806 12.05411106 10.93083970 0.02616265 8.83033615 11.16319617 10.03603373 11.06649482 10.29870654 9.56342339 8.86855528 10.14384822 11.00991124 2.83355806 NA 2.61117238 10.70216212 6.50193907 NA 11.11433078 11.96504951 8.54190507 8.31160710 7.68441622 0.02616265 10.19487724 8.60740578 10.76132101 8.18607659 3.02619807 10.14903309 4.88418762 5.93309575 9.67905004 6.67006135 11.38814884 12.08318142 10.11366795 10.62704719 13.81573871 8.75071904 9.24295090 9.58653790 12.73593512 0.02616265 5.85909492 12.59653517 11.65560724 6.26976067 9.21602967 9.67366348 8.43983296 9.32312121 12.54313620 10.77271936 5.51805668 9.74730431 9.63931303 5.15548615 9.25261718 2.61117238 7.79438922 4.54976773 12.53845171 10.15548805 9.05962810 10.70039732 10.91722929 8.65191382 4.67005851 11.72715190 10.16447682 9.01204707 9.26699637 NA 4.02620693 3.02619807 5.02620693 6.43559526 2.61117238 8.93309575 2.34811908 12.75221029 9.42328066 NA NA 11.84478723 10.12818074 11.34644154 10.56148042 12.36855759 6.43559526 4.34813325 5.41508258 10.59225912 9.80592440 9.21355725 9.37050106 NA NA 0.02616265 9.85434153 10.28359286 8.78109246 2.02619807 9.83516932 11.46655519 7.60363376 7.31336377 9.94953260 NA NA NA NA 12.03952775 5.48563613 8.50598538 10.56923692 0.02616265 5.11366716 8.75071904 10.30465455 6.09229414 8.81736808 11.26699643 8.49788017 9.37493318 9.72837769 10.90655385 10.30000071 9.45456519 9.97018500 8.32082582 9.18607635 6.29299151 10.06649476 3.02619807 8.16288876 12.62286073 0.0076392 0.0101460 0.0200630 0.0090312 0.5128700 0.0115390 0.0000000 0.4871600 -0.0809400 -0.0014328 -0.0014328 -0.0058653 0.0101460 0.0029133 -0.5247100 -0.5247100 0.0200630 0.0200630 0.0244080 0.0036076 -0.5152700 0.0115390 -0.5197900 -0.5197900 0.0000000 -0.5156800 -0.5104300 0.0073863 -0.0136770 -0.0418380 -0.0809400 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 -0.061 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.525 -0.525 0.513 0.513 0.000 0.000 -0.520 -0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 -0.061 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.525 -0.525 0.513 0.513 0.000 0.000 -0.520 -0.520 0.000 0.000 10.64459061 7.74730414 9.50800449 7.73356449 0.02616265 9.53201669 9.22587741 11.43653983 8.95989561 12.13727879 10.12292025 0.02616265 7.85275358 11.09900761 NA 5.98040238 9.90578832 4.88418762 NA 8.24537349 5.75412588 NA 8.12949271 6.71270582 10.80756479 9.27413258 11.16013072 6.21602991 2.34811908 0.02616265 1.02623349 10.09632604 6.41852224 8.46914849 NA 7.80099241 9.733564 9.250207 10.656472 11.655106 7.794389 9.118962 9.343618 5.518057 10.518058 9.158062 8.522060 6.070600 8.709200 7.698630 12.916089 12.642065 8.791077 12.579834 11.499403 6.092294 7.896570 9.147739 3.026198 10.786925 5.274131 13.104523 8.201131 7.225877 7.311608 NA 10.708322 7.255024 11.810840 9.399070 13.207513 8.804282 7.549767 10.714455 10.410989 2.833558 16.521857 10.298707 10.712706 12.649172 10.300001 5.383756 11.367724 6.684416 11.128181 6.670061 8.965784 10.779422 11.513543 7.691541 9.953983 4.196127 9.495847 7.186077 10.121602 11.879125 7.245374 NA NA 12.195817 12.222192 10.161055 7.549767 9.313917 11.97201465 11.73140546 9.27413258 9.16831209 10.24295090 6.15548817 11.60032551 4.19612701 9.18355202 7.04857297 8.57695175 9.05411099 5.45247024 11.00919865 7.80756487 11.14644292 9.81573872 2.61117238 12.59106906 9.17625694 7.34813325 6.99095032 10.78526102 7.79438922 3.02619807 5.61116648 9.45456519 8.41422223 11.69020785 1.02623349 10.27175772 9.89811038 NA 12.75263613 12.52704694 10.27650353 NA 11.20113074 6.74045000 2.61117238 8.91190156 0.02616265 5.85909492 5.23565814 7.68441622 10.43290963 4.41852056 7.03743274 4.54976773 12.59653517 10.47018461 9.25982469 12.53845171 9.97311127 9.04022560 9.26699637 11.87717322 9.07877313 7.14514654 10.80428222 10.29182017 1.61117238 NA 4.61116648 9.06786428 12.82139042 8.26937919 3.61117238 5.11366716 8.09229414 9.03182965 TCGA-G6-A8L8 62 1 1091 NA kidney stage i t1b nx mx female 2008 NA no 60 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 2 1 3 7 2 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9182309 10.0544788 8.5719380 7.4281022 9.8263174 5.3967383 -1.1109159 6.6255481 8.8387703 -1.1109159 0.9593250 6.0488160 8.6151617 10.1147535 9.4897858 9.6295677 11.3560397 4.5036540 9.6066201 11.5822128 12.4983533 15.0746883 10.0818529 10.4353559 7.0787678 7.4242192 5.9764072 10.2497908 6.1927248 NA 8.4492766 9.6882253 10.6596075 10.5958713 2.7958293 0.4739427 8.3887897 9.6604331 9.1927243 9.0000792 4.0588706 5.7715872 9.3173038 10.9590646 8.2812610 8.8122710 1.2108875 10.1726108 9.5657822 8.2940849 9.3907807 -0.1110717 8.9182309 9.9133908 10.2699458 7.7186664 NA 10.5237230 1.2894804 9.7430329 8.0000795 0.4739427 10.3737665 8.8503935 8.2398830 9.9270945 -0.1110717 6.5471552 9.0348757 -1.1109159 10.6596075 10.9054038 5.7344332 5.0588706 10.3320684 13.3135036 10.0150028 9.5291887 10.3550201 15.3596978 9.8797568 7.8048228 9.3677133 5.4281022 9.6100428 7.7867891 11.1717425 4.0983943 12.0985493 3.5322172 7.0272669 10.0329645 10.8687260 8.8416848 0.4739427 10.4823347 8.1835644 12.0913736 7.0026856 14.8711859 10.1020479 10.3211201 8.8358499 11.2285153 NA 3.2812680 13.7787803 11.9545281 9.5219388 2.5893800 8.6768464 9.6857944 6.8547275 11.9182309 9.1639042 9.3555299 8.4888564 9.1056896 4.0588706 9.5867799 8.7139023 9.6057630 10.6870104 7.5754439 8.5542796 11.5439152 10.0676085 10.5937118 0.8889283 -0.1110717 10.4630641 8.8590496 8.9550329 8.9577219 1.2108875 5.6703022 2.9764003 13.9800484 7.8137562 10.8987722 13.4976027 7.0386908 9.7754024 10.2097442 2.2108564 8.1439724 10.1627392 10.1615734 9.9285481 11.3561620 9.9922314 8.4435325 4.9764049 11.2826023 4.0588706 0.8889283 4.0182247 9.1105308 NA 0.4739427 8.5273797 11.7831930 9.5569422 11.1904399 7.8107843 2.4739168 10.5828662 8.8987722 10.7177148 13.2105195 6.8945680 10.2585409 5.7218347 4.6703022 10.4435325 7.6962985 10.9896060 11.9917395 11.4739062 9.7367762 12.6391272 8.7202508 8.9724230 9.2431930 10.5151089 2.0588706 7.9922314 10.5087052 11.0841036 8.3912187 9.6874154 10.8376759 8.8804654 10.2639831 11.3386082 11.2748061 5.5613689 9.8496697 8.9578830 4.9333366 8.4164205 0.8889283 8.1032626 5.6438302 12.3234416 8.8387703 8.9415116 10.4227601 11.2423662 9.2265656 7.2726475 11.0332482 9.5155652 8.2574501 9.6809205 -1.1109159 6.0284940 5.6031901 2.2108564 5.9333389 3.6438331 10.0700958 6.4046443 10.3585855 5.8909719 3.7469254 NA 11.2153731 10.6168641 11.7831930 11.2726479 13.1766560 5.7837605 7.1321172 5.8070921 11.8715808 10.5622527 9.1309268 10.5467087 0.8889283 -0.1110717 1.4738908 9.5453684 9.5701821 9.1697143 4.1743425 12.1775214 14.4873451 9.4454497 7.9851053 10.3401548 NA -0.1110717 3.1368640 NA 15.3481511 6.7218333 9.7761642 10.4874614 NA 8.3298129 8.8030746 10.6417424 7.4851337 10.4549976 10.4071050 9.5054924 9.6946875 8.8931641 11.3146841 10.6922676 9.0026859 10.6341978 7.9251170 9.9355084 6.7654605 10.4392094 4.5422890 8.7821087 10.8163512 0.01058200 -0.02601200 0.00974630 0.00779700 0.00000000 0.02555000 -0.15871000 0.03441400 -0.20683000 -0.84319000 -0.83372000 -0.84626000 -0.02601200 -0.02601200 -0.85121000 -0.85121000 -0.85121000 -0.85121000 -0.00565720 0.00779700 -0.85645000 -0.85764000 0.02330400 0.02330400 -0.15871000 0.00046675 -0.00455100 -0.84981000 -0.83340000 0.01114000 -0.20683000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 0.000 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.834 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 -0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.850 0.000 0.000 0.000 -0.207 -0.207 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 0.000 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.834 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 -0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.850 0.000 0.000 0.000 -0.207 -0.207 10.4587993 7.3442710 10.0551067 7.6629396 1.5647684 9.9428696 4.0182247 9.1095517 9.9941974 11.1357317 9.6219590 -0.1110717 6.1557310 10.1835644 5.9442260 8.4869963 10.6979078 5.7218347 1.4738908 8.2618086 3.5328032 NA 8.6438313 7.1368712 10.5838630 9.6295677 11.3932040 6.6168634 0.8889283 NA 2.6963055 10.1498632 7.7218333 8.9817008 NA 6.3152075 9.5710603 10.1362778 9.3057412 10.8420488 8.6620830 4.3483741 9.9278627 3.4739038 10.0947368 9.0775325 7.4511864 7.3483750 9.3877929 6.0787678 12.3389950 11.0573024 9.2694047 13.3811098 13.0320079 6.1081125 7.7154919 8.9550329 5.8431397 9.5595998 4.2812606 13.4923961 9.9147753 9.2930207 5.2983357 2.5893800 9.3067961 6.2552666 12.9889489 10.1165596 10.5937118 9.0078848 7.1273485 9.3757786 11.1053864 7.0386908 15.9985703 11.3561620 11.1062956 13.0998432 10.1858599 1.8889283 12.0968731 7.6637310 9.0713379 7.6962985 7.9710929 10.3646770 12.0236908 8.6049057 11.1838515 0.4739427 6.2639827 5.9001712 10.6853889 12.3023071 8.2086158 -0.1110717 0.4739427 9.2387778 12.3606189 10.8857631 7.6735783 10.5767567 11.8905277 12.3627762 9.6295677 11.5822128 10.0818529 6.3152075 9.3907807 4.4435337 8.7265717 6.2108720 9.4105440 8.2812610 7.0284951 12.1309059 8.8402284 11.4203251 9.6396506 3.4125106 15.2220640 5.3399889 5.6833596 7.9411586 9.0424958 9.5444744 4.7469254 8.3767835 9.3225292 8.5309954 11.1448574 3.2812680 9.7234147 10.2398829 NA 11.7059272 11.3162565 9.8416849 1.8889283 10.2978040 9.6031892 1.8889283 9.3360269 0.8889283 7.0182269 6.0983964 7.8107843 9.5530976 0.8889283 9.2497907 3.4739038 10.5087052 10.4425729 10.7367840 12.3234416 9.8568903 10.8604872 9.6809205 11.1827027 6.9817008 4.8431397 10.7146975 10.3817983 2.4739168 1.4858905 NA 9.1225632 12.3221261 8.0688530 3.1368640 8.3298129 7.6604331 10.3157325 TCGA-G7-6789 53 1 122 NA kidney stage iv t3a n2 mx female 2004 NA NA 0 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 1 7 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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18.75 12.5 37.5 12.5 7.4793332 11.7529169 7.8246781 8.9729338 10.0681159 9.8760158 NA 9.0560752 9.1665975 0.2829735 2.7640701 4.8877982 4.1574076 9.5528418 6.1073636 11.0344800 11.9534447 3.2215369 8.0244028 9.4224874 13.2827011 14.7650305 10.8951901 10.6201862 9.9068174 7.7854361 6.9171417 14.6272781 6.0288896 1.0199154 8.8012612 11.2967239 10.2225151 9.5012974 4.3126797 2.2829438 8.8051905 9.5675673 9.6397547 9.1294711 5.0378215 9.5813804 10.2181010 12.0743702 7.3668581 8.1179334 7.3200252 10.3268746 9.9804828 8.0511203 7.3382185 2.0199154 10.2630755 9.4335295 10.5411094 6.7258788 9.4362008 9.8578448 1.9229209 9.7714456 7.5434634 2.6979739 10.3314229 9.3126833 9.6470705 10.4777297 4.3126797 4.3984119 9.5125560 4.8877982 11.7996209 9.3888446 9.3579694 7.2829355 9.9810271 11.7144336 11.3666369 9.2077484 9.5851941 16.0153684 9.2810563 7.8853254 12.0235600 4.2215369 9.1200382 7.2563946 10.3499221 10.2017992 13.9474944 4.5316247 8.1480093 8.4611860 8.7464602 8.5714174 -1.3018704 9.6909119 10.9150224 12.9890722 8.6766838 13.9954508 8.6168366 9.7126217 6.3703980 10.7814528 NA 5.5559542 13.4272224 10.5741067 7.5683385 3.3984188 10.2439032 10.2516028 10.5121554 11.7719476 8.9243856 7.8877982 8.7586693 9.4645025 5.9363788 9.6831039 7.8038818 9.2592614 10.7137370 9.9624161 7.5308636 12.0876398 10.0784345 13.4762560 5.2829364 -1.3018704 11.9644672 9.8305374 7.7747890 10.3543984 NA -1.3018704 1.0199154 14.7665628 7.4923892 9.8502583 2.8678965 9.2754022 9.8349646 11.1179336 5.4258923 7.9339874 9.9488641 11.4169344 9.6831039 11.4256259 10.1279032 8.3053039 6.1655784 10.7481622 4.1574076 4.8678965 3.7423728 7.7313964 9.1440229 -1.3018704 8.1429882 12.7104234 9.9845312 6.2978865 8.6550756 NA 8.9914450 8.4326830 12.2513196 3.4528590 10.1299934 7.7203414 10.7244969 6.1655784 8.5790874 8.2621230 11.7324285 12.4631559 10.4156499 9.1052412 12.1748462 8.6738214 7.8169145 8.6213010 6.8828484 7.5775565 9.5473785 10.6884320 4.5803747 8.5468466 10.7406589 10.7637262 8.2848135 9.8628803 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11.3113025 9.4343753 0.6979517 10.7643991 9.0344801 0.2829735 9.6852374 4.1574076 8.3255074 7.2563946 8.6550756 8.7474002 2.6048542 9.5644797 3.7423728 10.6884320 10.4545298 9.5575083 13.1076959 9.8233870 9.9897198 10.1025828 11.0910958 8.6419535 6.2057678 9.8038820 10.4070573 -1.3018704 NA 8.5213405 10.1403987 10.4004795 8.7035980 NA 7.9553610 8.3200252 10.2131805 TCGA-G7-6790 57 0 NA 1575 kidney stage i t1a nx mx male 2007 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.0262069 7.0861288 11.0855495 3.9737398 1.3887957 3.9467683 10.1436627 11.0560838 10.6734065 6.0390287 0.5408208 8.1932646 9.1774028 9.8855179 8.6293016 5.5938886 11.0138751 10.4071299 10.1117724 6.1136672 11.4404373 6.9262094 10.7664677 9.3299858 8.5497670 7.5203460 1.6782973 9.5775013 9.9636839 10.7803768 7.0861288 0.2116353 11.5464800 2.5876290 8.5294630 7.2467558 2.5407712 11.2325218 9.2693790 8.9703941 9.7421818 3.7107018 5.8627068 10.7998153 1.3887957 11.7129557 9.4838790 8.1846344 5.8912758 10.1781168 12.1938920 11.6108992 8.2659741 7.4762383 15.7716468 9.3280279 8.2412181 11.5829848 4.3063133 9.0350338 7.6597191 11.6331390 4.0517375 14.0471602 3.5375321 8.3505401 9.7433919 6.8224765 8.1406912 -0.1961117 9.6314199 9.4926458 13.4876480 7.1495876 14.6705394 4.3887750 9.6355475 7.3635084 11.4214332 NA 4.7887066 14.1029491 13.4530688 7.0705997 3.3887819 8.0390292 10.5229162 9.8014626 10.7782272 8.3377914 7.7541252 9.0838101 9.5681313 -1.7809089 9.5857188 7.1317397 10.6690304 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7.3195123 7.6823745 5.4712330 NA -1.7809089 11.8280289 10.7946258 11.2103720 10.7214333 10.8775079 11.0312280 9.7084623 7.4869943 8.6068675 10.4955562 9.4512711 11.3755653 7.8663084 NA NA 9.8271050 8.6218621 8.2943294 3.1730475 12.1239551 10.3840712 8.8047515 5.5714675 11.1867969 1.3887957 -1.7809089 -0.7811568 8.1989896 13.3563217 8.3390879 8.3260672 10.9841362 NA 9.3705011 9.2117671 11.9230780 4.9870343 10.8340200 10.4821193 10.2916527 9.1918298 8.7453493 11.3906524 10.6872196 10.0217704 10.4566576 7.0861288 9.7236691 2.6782748 8.6229274 4.3107618 5.0542711 11.1941608 0.00000000 0.65792000 0.69055000 -0.00415460 0.70176000 -0.00207840 -0.00655720 1.37480000 0.24280000 0.00000000 0.00000000 0.00000000 0.65792000 0.65792000 0.69447000 0.69969000 0.69780000 0.69780000 -0.01262100 -0.00415460 -0.00802440 -0.00207840 0.00097064 0.00097064 -0.00655720 -0.00304750 0.70270000 -0.00373950 0.70776000 0.00069327 0.18692000 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 9.7695969 6.3837579 7.9279338 6.8402429 0.8038057 9.5475250 11.0692324 7.9383417 10.4428519 11.4813385 10.8208530 -0.1961117 5.3168807 10.0030760 4.2849360 7.0705997 11.6171930 8.1759522 NA 5.7107045 3.6451137 NA 8.1657562 6.1495866 10.8386873 10.9558862 10.7136932 7.6090191 1.6782973 -0.7811568 -1.7809089 8.9097212 6.8590949 9.1620975 -0.7811568 4.7266460 9.1113929 10.1328615 7.8716952 10.2956657 9.1136679 9.3494208 11.1710453 3.3481333 10.9638941 10.3076383 6.8261811 4.4476718 9.3685973 7.0830367 14.4191741 10.0737185 9.6409150 13.2436435 12.0317294 6.8627068 8.0690372 10.0477799 7.9603171 10.7901288 4.5938915 13.4188292 3.1730475 11.9794661 1.0262335 -1.7809089 11.1208483 8.7512059 12.6172598 8.0374322 13.2885936 8.4258646 9.4313465 9.0922941 11.7419220 9.6472103 13.8661680 12.0366672 11.9984669 12.0376320 10.4270845 -0.7811568 11.2815709 10.5013594 10.7099517 8.4209741 7.6068671 9.8554748 13.1641111 8.4548643 11.3299858 5.2188509 6.5587008 8.5419051 11.6441972 11.9464516 10.3558413 NA -0.7811568 7.7266446 12.2415647 10.7763043 7.3837570 10.3172112 11.3884620 12.6093550 10.9558862 9.5769519 11.5978223 4.7424105 9.7497441 4.7266460 8.4270844 4.1257420 10.0245941 6.1136672 7.9053509 13.1668505 10.2929916 10.9983643 9.7389777 0.8038057 15.1777653 6.0035505 7.0390287 7.5782919 10.7789441 7.0358339 5.3987608 9.2883000 9.6324780 10.0517401 10.8890638 6.1257399 10.1403192 6.8150400 NA 10.9893076 10.7846663 9.7972228 -0.7811568 10.9145135 9.5413418 2.2188432 11.3701838 2.8038057 9.3221379 6.7186959 9.9425111 8.6970534 4.3686007 9.6100938 2.1257503 10.3168822 11.1775841 10.8196923 11.5675783 11.0132660 11.4024855 11.0455972 11.1134785 7.2188499 8.2795460 9.7394688 9.8454719 0.5408208 7.2244745 NA 8.8056900 10.4818611 9.3679622 3.3481333 9.3705011 8.9105936 11.0566752 TCGA-G7-6792 40 0 NA 2765 kidney stage i t1b nx mx male 2007 NA no 90 kidney papillary renal cell carcinoma 21 NA black or african american not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9117281 10.5653214 2.8192390 11.8449715 4.9288725 10.1449688 9.8853382 8.2700262 7.2958350 2.2717543 10.0706692 10.0806017 10.6977035 7.5769461 0.1562672 11.2940544 4.9675836 9.1730924 7.4168119 4.3262065 10.2065862 10.1828075 8.1506374 10.0628341 2.4782211 5.8751018 10.4844840 1.5713370 12.3118402 9.7611461 3.3786781 5.2992410 10.0621625 14.2285284 10.1983995 8.8239872 8.2419779 15.9092048 9.8328290 8.3592242 11.3310018 4.5713188 9.1143535 6.9156177 11.0276760 3.4293080 14.4596843 0.8932845 7.9610387 8.7856408 7.8819344 8.9986344 3.4782082 9.8174683 9.6143489 12.3222379 7.6320173 14.2192597 6.0307532 9.5125673 8.3689831 10.5923015 NA 5.8001415 11.8655115 12.3327689 8.0929220 2.2717543 7.9398278 10.9452742 8.6941496 11.4744503 8.5853419 7.6238895 8.5167653 8.8728177 NA 9.7995390 9.2898545 9.7697666 9.2375456 8.9055949 9.0399455 11.5780579 9.8445344 14.4927674 1.8932457 0.1562672 10.1158032 9.4532002 8.0771330 10.7688455 NA 0.1562672 1.8932457 13.0833830 12.4847720 10.1359474 7.2958350 9.6333678 9.2410925 10.3144730 3.1562833 7.8287096 6.7904906 11.4579708 10.5741366 12.6190863 10.6663889 8.2855673 7.2508015 10.7938146 1.1562672 2.0307598 6.3395062 8.1619088 6.2578215 0.1562672 9.4827136 12.0813440 10.8189525 11.4858936 9.6680367 3.5713249 9.5874334 6.4661393 10.2540090 9.8073358 5.3914997 9.5218776 5.1562833 5.1145086 9.9095009 8.8682376 12.8554227 11.2228218 8.7070309 8.8555674 12.2069263 9.2024985 9.6680367 9.1851111 5.8751018 -1.4285659 9.4401441 10.5334946 2.2894214 7.8332753 10.9743336 10.6967350 10.3954848 10.4085553 10.7283527 11.3500148 3.0948779 9.6567940 8.4754141 3.8192492 8.8251690 NA 7.1786519 6.6374103 12.1742524 10.9705995 8.9365505 10.6081820 9.7337129 9.5435835 1.7412297 11.1423300 8.6427839 7.3461086 10.7608374 1.5713370 3.6157106 4.8381097 0.5713370 6.2366572 1.7412297 11.0067314 2.1562995 9.3922983 4.3586987 NA NA 12.0794878 11.0046462 11.6644090 10.9392823 10.9785893 7.9332652 9.9846533 7.5089309 10.1534636 11.2868546 9.9960127 12.6706694 7.1220680 NA NA 10.0465484 9.1749479 9.1345180 0.8932845 11.1811929 10.0012514 11.7772675 8.9742164 10.1841901 0.1562672 1.1562672 -0.4287601 2.9636406 12.5202363 8.3994582 8.5727298 12.3556497 -1.4285659 9.1440219 8.8611446 11.4413009 7.2821284 10.3444608 9.9571840 9.5762444 9.1525221 9.1364237 12.3194096 10.2002227 10.0168538 10.6187863 7.3328726 9.5902173 4.8751018 10.5207836 4.8932506 7.1472772 10.0307532 0.00000000 0.01986200 0.00069327 -0.00025009 -0.00249380 0.00166420 -0.00373950 -0.00387790 -0.01505400 0.00000000 0.00000000 0.00000000 0.01986200 0.02048300 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00105760 0.00208050 0.00138680 0.00166420 -0.00152430 -0.00152430 -0.00373950 0.00235810 0.00583090 0.00291330 -0.00802440 -0.00429290 -0.01271300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.6474691 5.9722010 6.5881299 7.2151418 NA 10.0716656 9.9039177 7.3186422 8.9441867 11.1974846 9.9775266 8.3026408 5.9807131 9.7666939 4.2151816 4.7807773 10.7673089 5.1562833 NA 7.5992278 3.0307598 -1.4285659 8.5557399 7.2402065 11.2501066 11.3405396 10.8603318 6.7362287 -0.4287601 NA -0.4287601 9.8275302 7.8796604 9.4998399 NA 5.8287103 9.5189586 10.4687890 8.7880674 11.2862110 9.4128859 8.1823462 10.7651550 4.5486031 9.9625652 9.2516812 7.0987985 4.2992447 10.1454421 5.6157164 13.6983889 10.1515802 9.5072232 13.8074853 13.0020355 7.7309911 10.0997757 9.8281200 8.1693739 10.1070830 4.5255177 13.2053952 4.1860330 12.3980687 2.3786781 0.1562672 9.5825489 9.2446307 13.8850195 8.9561055 14.4927674 8.5020588 9.8433680 13.6682426 9.9479897 9.6333678 13.6133229 12.6190863 13.7874611 12.5921280 10.8541204 2.3786781 10.3734340 10.4593037 10.8616285 8.8682376 7.6693535 9.9673911 13.1592749 9.1814236 11.6145198 3.7412512 6.8796604 9.0899748 11.3637052 12.5496745 8.6929586 -1.4285659 -0.4287601 9.8503517 12.8758868 11.6973807 6.6746089 11.0353567 11.6816418 13.2301467 11.3405396 10.5258814 10.8165771 5.8097257 10.5553839 5.6047445 8.5356626 4.9975860 9.6999604 2.8192390 6.6798460 12.6222679 9.1693741 11.1114496 9.9299728 1.8932457 15.3700212 6.9905658 7.6400996 7.9057961 10.2330997 7.2006780 4.5486031 9.7115123 10.1883298 9.7044638 11.6751011 5.6266027 10.8622044 7.3295452 1.1562672 10.6607720 10.8969082 10.3428111 -1.4285659 11.6690246 9.9039177 3.7412512 10.1186982 4.0631750 9.9759309 7.6534707 9.6680367 10.0582974 2.6587827 9.0581566 -1.4285659 10.5334946 10.5961150 11.0518594 12.1742524 10.2739272 10.3144730 10.7608374 11.0440124 7.4931621 7.1104802 9.7443741 10.4191619 -0.4287601 3.8567268 NA 10.1942885 10.0001423 9.7586736 -1.4285659 9.1440219 8.8156856 10.1407025 TCGA-G7-6793 60 1 336 NA kidney stage iv t3a n2 mx female 2007 NA NA 50 kidney papillary renal cell carcinoma 30 1965 white not hispanic or latino NA NA 1 1 1 7 1 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 9.363636e-07 2.774411e-07 2.85714285714286 17.1428571428571 22.8571428571429 48.5714285714286 8.57142857142857 7.58471301 12.54832548 7.74580943 9.36611629 11.00409473 6.31349438 -1.64656378 9.73051786 8.82313346 1.52341141 3.08358782 5.09495808 -0.06160128 8.04872008 7.63658040 11.12002061 12.44492708 7.06085046 7.51839823 9.47048541 12.73415568 15.68677364 11.43214286 10.73719596 8.30039787 6.46201632 7.80881877 12.83529491 2.74581817 NA 7.76923354 10.45546737 9.50260370 9.08056120 5.48277408 0.67545465 7.29893594 9.24603440 10.00544027 9.58651219 7.47243253 3.77975349 10.60999526 11.42226996 7.65269944 9.18717241 5.30768717 8.26638084 11.14871966 10.49527953 6.99373662 2.93845518 10.37828510 9.94126920 10.28275010 7.61558624 4.75163510 9.67751476 3.62588999 9.20758079 7.64811235 5.43030869 11.10084549 10.37759252 7.85532885 9.63740194 -0.06160128 5.05393240 10.50595086 2.87705709 11.05219633 8.97462768 10.30914162 4.50324059 10.50925542 13.45612358 10.96889146 9.06510696 9.18004017 16.07263314 9.89700697 8.50577663 10.81829265 4.58230911 9.03297168 6.78394376 10.45053618 8.51588312 14.83560636 2.84213408 8.72867223 9.00184924 9.60438217 8.50704377 0.35343622 9.91525691 10.80830500 13.44223853 7.58950584 12.78662393 8.50830980 9.64940403 7.52591931 11.31077516 -0.06160128 4.98284759 10.67231687 11.16386248 8.21612888 1.81290890 9.74956125 8.83023789 10.49144347 12.03352150 9.66637457 8.11504313 8.69556621 8.85034532 NA 9.50767692 8.66750827 10.50514254 8.93469223 11.42277364 8.62961599 11.50835095 10.42495410 14.05977185 6.99734774 -1.64656378 11.14790753 9.91143393 7.67316347 11.05782768 NA 0.67545465 6.16727362 13.01293019 1.93843636 10.42495410 1.52341141 10.26862410 8.91668802 10.68496851 4.16084760 6.84934630 8.97095917 11.28015831 9.80676226 11.17602869 9.51462353 8.30039787 7.26638084 10.99192760 4.89264845 7.47243253 4.18638170 8.96728103 7.55070831 1.16085567 9.57628668 12.32727873 9.31638766 11.62217988 8.82313346 0.73196521 8.25586703 7.40334016 10.88231940 6.62961599 11.65570222 10.17087509 9.91239074 5.58230911 9.29160103 9.21069521 11.41823444 11.45185281 11.24052184 8.87312785 12.25897273 8.43430921 9.20913896 8.99102234 5.62961599 1.81290890 8.62261853 11.22847306 9.93575601 8.03937915 10.02591705 10.69083488 10.39959249 9.54084369 13.30190455 11.17566413 4.46201304 10.53433323 8.10270747 3.93845518 8.66977337 NA 8.88682142 7.59904473 12.33906683 10.36401983 9.14465467 10.66637466 10.41114508 8.50450837 4.37585962 11.08615096 9.13239022 10.55500299 10.62757857 3.77975349 4.08141633 4.90808273 3.44095220 7.68216664 3.30769081 10.91406337 3.99734661 8.19851134 7.97578149 2.60141128 NA 11.96854653 9.43297652 11.52482489 10.91954575 10.74123978 9.74849025 8.85314828 6.09300233 10.25511286 10.84584566 9.33363125 11.32916055 3.30769081 NA -1.64656378 10.57990393 9.76075953 8.87999088 NA 14.81236285 12.14821214 14.04436270 10.35540297 9.24906698 -0.64656378 0.35343622 2.67540948 -1.64656378 13.81921751 9.11086511 8.38139759 12.49408184 NA 9.70553511 9.07325684 11.15074790 5.29600581 9.36820960 10.77345187 9.59070156 9.63947186 9.93092047 12.39043796 12.18776521 8.98830266 10.63947177 7.12167648 9.47955071 6.14139396 10.44194871 1.52341141 6.94770472 10.46886054 0.0127300 0.0018771 -0.0123640 0.0016766 0.5673000 0.5776400 -0.0136040 0.8091900 -0.1041400 -0.0720690 0.0074352 0.0428080 0.0018771 -0.0010347 0.0021546 0.0021546 0.0021546 0.0021546 0.0130090 -0.5821000 -0.5910300 0.0413920 -0.5724400 -0.5724400 -0.0136040 -0.5796400 -0.5840700 -0.5822000 -0.5875000 -0.0206130 -0.1041400 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.528 -0.572 -0.572 -0.104 -0.104 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.528 -0.572 -0.572 -0.104 -0.104 10.02635897 5.66637599 7.69111327 8.35263186 2.86191567 9.07459080 11.30841497 11.15095056 7.10837913 11.48788750 10.06257548 -0.64656378 5.54331646 10.60940547 -0.06160128 4.95340494 10.67935931 9.91239074 NA 6.96451646 1.81290890 -1.64656378 9.27458875 2.05394542 10.74351017 11.12002061 11.33857044 6.23613477 4.05392805 -1.64656378 -0.64656378 10.02724240 6.47761257 8.98011329 NA 3.84534954 10.3499652 10.1930892 9.0478497 11.0530641 10.5504012 8.5445511 11.2005490 7.0117036 11.7831600 8.5158831 6.9718769 5.5334014 9.6663746 6.0539324 14.9898756 10.9695810 9.6849684 12.6404825 12.6619729 8.7776581 10.3869147 11.6355665 8.4006156 11.3428862 11.9108357 14.1787735 7.6504077 6.1083802 8.3307717 NA 10.8706689 9.3055048 13.0553396 8.8322612 14.0597718 8.5702375 9.6922281 8.8282117 12.4298898 10.2686241 16.8388533 11.1760287 13.2425678 12.6338275 10.4369710 3.9080827 10.9677414 9.9538692 11.1722735 9.2106952 7.0711684 10.5026037 13.7197798 8.3577121 12.0984296 6.3647195 8.1989817 7.4567799 10.6498344 12.3834690 8.2827502 0.3534362 -1.6465638 10.3120444 12.5218504 11.5343954 6.7328702 9.9787439 11.1558061 11.9889831 11.1200206 9.4704854 11.4321429 3.3076908 10.8505950 5.2723554 8.8322612 6.0399916 9.9389237 7.6526994 8.3730822 12.7692915 8.2346057 10.7705531 9.8083051 1.5234114 12.3870007 6.2725346 8.1083791 6.3401296 8.3421765 7.9309206 1.6754095 9.5574514 9.2641343 8.2361348 10.9848961 5.1863817 9.7979889 10.6950105 7.4195810 8.3149412 11.2452754 9.2238564 1.5234114 9.8583107 8.6877651 1.6754095 10.1158738 5.0259191 9.0915840 5.2238550 8.8231335 9.0598409 1.5234114 9.2414739 4.5234177 11.2284731 10.7482223 9.9085601 12.3390668 10.3838140 10.0013997 10.6275786 11.9117928 7.9645165 6.2783045 10.2645091 11.0498072 -1.6465638 0.6754546 -1.6465638 8.3250351 7.6607383 8.9375148 3.4409522 9.7055351 6.4303070 10.0294487 TCGA-G7-6795 56 0 NA 1194 kidney stage i t1a 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8.8978312 7.0325285 9.4483385 4.1017929 7.2767172 9.9519785 2.6867470 11.4394135 11.0266042 3.1892553 9.8970197 6.8566795 8.8798687 11.2171605 8.8994533 7.3209603 15.1713043 9.3112449 7.4768312 10.4686602 4.8297126 9.0661325 8.1516402 12.0068025 3.2717095 13.5028712 5.5589258 9.4064625 10.4015720 7.0847850 7.8365011 1.4237395 10.5048037 8.1866001 11.7677937 6.8432590 14.4865714 3.9597702 7.9871827 6.6942492 11.4035736 -0.8980810 6.9283407 13.6255986 13.3362349 9.3615348 4.3497191 6.9472816 11.6611687 8.7456478 10.7247586 6.4681141 7.8091507 8.4962542 8.9981241 2.6867470 10.4360649 8.5612234 12.0077427 10.4338282 9.2323622 8.5754973 11.4895020 10.0391654 13.2304305 3.5612284 2.1017845 11.9549062 8.3161109 10.2829440 9.8516611 -0.8980810 0.1017845 4.4593464 12.2176481 11.2307526 10.0310501 12.9797467 2.9091394 11.2223535 11.3203549 3.0086841 9.2103160 5.0559895 10.8765787 13.8374006 11.0614314 9.1407107 9.3366090 6.9905351 11.1147653 5.5936436 -0.8980810 0.1017845 9.7155811 5.8566795 -0.8980810 9.0325290 11.6685592 10.0559880 11.3703337 8.8074242 1.4237395 9.1732541 7.7275005 11.5188029 9.3378059 2.5612284 8.8263054 5.8432578 5.1241585 9.4101308 5.0790708 10.5048037 12.0343755 9.0690179 9.6327441 12.8778134 8.6467560 9.4735684 8.6525385 7.5154199 NA 6.7528436 9.4768310 1.1017845 9.4686603 10.7680156 10.2096626 9.2037674 10.6881623 11.4270971 10.6110718 2.1017845 9.7384162 9.7747209 4.0559852 8.9488490 -0.8980810 8.5795498 2.8022346 11.1296977 12.1914076 9.2063905 9.0617935 12.2586648 7.7201772 3.4237261 11.4827694 9.9851987 9.8913253 9.8616798 4.7165026 6.1678817 3.6867582 3.8022346 6.5775255 1.6867470 9.6515763 1.6867470 8.1017919 6.4948812 NA NA 11.6942487 10.7197182 11.9871067 11.4301861 11.6103292 7.7847860 5.5447357 7.5747260 8.2515387 9.1719126 8.9628787 10.1932271 5.6253523 -0.8980810 NA 10.5322442 8.8039645 7.8732811 -0.8980810 10.3574104 9.2692097 9.2629236 7.2880549 11.0643262 NA -0.8980810 2.4237126 0.1017845 13.8577745 5.5280555 7.7017043 10.5586594 0.1017845 6.8499843 8.3014642 10.8929545 7.3638868 12.2939303 9.9981240 8.9235655 9.8348070 9.3342125 11.5364199 10.6307341 9.7689032 10.4800866 6.9659782 9.7366027 3.0086841 9.0325290 3.1892553 8.6376501 12.4704345 -0.00077332 0.59951000 -0.00547940 -0.00907060 1.26740000 -0.00713770 -0.00520280 1.25680000 0.23216000 0.00000000 0.00000000 -0.00077332 0.59951000 0.59951000 -0.00547940 -0.00547940 -0.00547940 -0.00547940 0.63598000 -0.00907060 -0.01348200 -0.00312770 0.00283290 0.00283290 -0.00520280 -0.00035755 -0.00381970 0.00089028 0.01145900 -0.04544200 0.18683000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.000 1.257 1.257 0.000 0.000 0.000 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.000 1.257 1.257 0.000 0.000 0.000 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 10.8318371 6.7165012 7.5734669 7.6056173 0.6867918 10.6839336 9.5560910 8.1748084 8.9597728 12.0883146 10.3221700 5.6253523 4.3112415 11.1678809 NA 8.6467560 9.9829056 5.8432578 1.4237395 8.3473445 5.9219694 NA 8.3732545 9.0646875 11.2007811 10.4576933 10.7991546 6.9659782 1.1017845 NA 2.9091394 11.4069984 6.2817001 8.8022314 -0.8980810 6.8962077 8.9299283 9.3638866 10.5815719 9.9713855 8.5896317 9.3330129 9.6621245 1.1017845 11.3106356 8.9187753 8.2817006 4.8297126 7.8432584 7.0790719 12.5156840 11.3372076 8.6754388 13.4580373 11.2773412 5.3306086 8.8280098 9.0161768 6.7671277 11.4943774 4.2717170 13.1425951 5.2916146 11.6241280 3.2717095 0.6867918 10.1812764 8.1759332 12.6046235 9.3269990 13.2304305 7.9155729 7.9346816 9.6621245 8.2817006 2.9091394 11.4067133 11.0614314 11.3054455 10.6549409 9.6867542 1.4237395 11.2588227 8.8348070 9.7689032 5.0790708 7.4941091 9.8847899 12.5020040 7.1892543 9.5693973 6.1678817 8.2310747 9.0790716 11.8843804 11.6460317 10.5291045 0.6867918 0.6867918 8.4527309 11.5958972 10.0104169 6.9219706 9.0236327 12.1212086 10.9981241 10.4576933 9.1475514 12.2108061 6.9721561 7.9504148 2.8022346 8.5509403 5.3497191 9.0310500 4.5612223 6.5196441 11.2767174 9.3697487 9.8254525 8.9613264 2.8022346 14.4435884 5.8505219 6.2616624 6.7600027 9.9354724 7.1352147 1.6867470 7.3209603 8.5154195 7.8022314 11.3158071 5.4055738 9.7081969 7.3779159 2.9091394 9.8774019 12.1461858 10.3514977 NA 11.3318121 8.5996436 2.6867470 10.1826091 3.4941083 5.7165026 5.8699750 8.8074242 10.7389916 0.6867918 8.8056952 3.1017845 9.4768310 10.4510729 9.5744825 11.1296977 9.7742170 9.5642939 9.8616798 11.7107395 6.1892553 7.3732549 10.7711197 11.1444770 -0.8980810 1.9091587 NA 7.5896317 12.0812615 7.0675763 NA 6.8499843 7.5154199 11.0007709 TCGA-G7-6796 58 0 NA 2173 kidney stage i t1a nx mx male 2008 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 1 3 4 9 1 4 1 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8.2760430 15.8240992 9.4995992 7.7548561 10.2617080 4.5454001 8.8381847 6.9581850 11.0428557 4.9783604 13.2645350 3.7731418 9.8535418 9.7980683 7.6028532 9.1091712 1.5454248 10.8816863 8.4949380 11.8994319 6.3424161 14.7616738 3.3109363 8.8985143 7.2733238 10.4767314 NA 8.0876612 15.2622653 12.8774395 8.0372559 3.4714086 7.7431110 10.0705322 10.4796836 10.5627682 6.8455264 8.0531977 8.4426433 8.7489955 NA 9.3540455 9.4083501 10.4516923 9.7857173 8.8781110 8.5454028 10.8616166 10.0650392 12.6165971 2.5454001 2.5454001 11.2021853 8.9999079 9.5577482 9.5238273 NA 0.8084262 2.8084468 13.7359684 10.4749573 9.9573376 14.1188135 5.1542105 11.5949793 11.9260805 5.9099747 8.1273568 5.2007554 10.6586241 12.1222652 11.4764359 9.2333035 8.0276058 7.4808629 11.4782083 7.0876612 2.8084468 0.2234225 9.5941622 6.0563646 NA 8.8852528 12.1358029 9.3820845 10.4902613 8.8959003 0.2730981 8.8619107 8.3188718 11.1198262 10.6638250 3.6829103 7.9411515 10.2712803 4.5454001 10.0697487 6.9029551 10.2014702 11.9437191 9.0984561 9.9917253 13.8170410 9.2276954 9.2374954 8.7372024 6.2234747 NA 6.1542126 9.9999079 3.9305576 8.0193522 10.1099335 10.4594890 7.5985141 9.5019243 12.1619518 11.1538426 2.2234843 9.8196647 9.0443239 3.8084365 8.6071790 -0.7764539 5.2678691 4.8958988 12.6009565 11.3833462 9.1762160 10.7876244 11.4030730 7.9883467 2.0308304 11.7917255 10.0930686 8.4008944 10.0227565 0.8084262 3.7470329 5.3732236 2.8084468 7.4808629 2.2234843 10.1928614 2.6829103 8.0404585 5.6197358 NA NA 11.9760646 10.8923598 11.6251544 10.6418546 12.1354285 8.0178907 6.9916590 6.5673264 9.7342390 9.9134729 9.6147185 10.8763198 8.4033841 NA NA 10.4188471 9.6243543 7.9134729 2.5454001 12.1793064 10.6184733 9.5318138 7.1018938 10.6674544 NA 1.2234843 -0.7764539 2.6829103 13.4595638 5.3109363 7.5588653 10.8821327 NA 7.8564703 8.0955959 10.7698870 6.5543924 11.4240670 11.3224938 9.2472293 9.9011945 9.4690276 11.2613649 10.7178305 8.3029596 10.7287902 7.8455264 9.2705988 5.2007554 8.6992084 3.1303708 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5.2678691 11.2915813 2.2234843 7.9547936 10.0267988 10.2712803 NA 7.2841708 3.9239193 -0.7764539 8.1601129 7.2841708 11.3492047 10.1430830 10.9674383 7.1363637 0.2234225 NA 1.2234843 10.9999079 6.6829061 8.6601863 NA 7.6992080 9.1468023 9.8446110 10.7785432 10.7376957 8.4231470 9.3109376 9.3553317 1.8084262 10.7108125 8.7032551 8.5042458 8.0658254 8.8418602 8.1182928 13.1594686 11.6836747 8.6971806 13.4528194 11.7168300 6.2234747 9.0324389 9.8037333 6.1892592 10.9513953 7.1423379 13.4132222 5.9649415 8.3241373 1.2234843 NA 9.7568046 6.8959000 12.8759837 9.0130086 12.6165971 8.5408875 7.8009038 7.4666491 10.4188471 5.1542105 12.1401008 11.4764359 10.8985498 12.4832181 9.7253121 0.8084262 11.2188887 9.5487803 10.3168924 6.9029551 7.1423379 10.2078933 12.0816502 8.9308340 10.3195311 5.6829075 7.1718423 7.0626787 11.0845617 11.6588847 8.9850262 NA -0.7764539 8.5897972 12.5788260 10.2903848 7.0752235 9.9187032 11.0930687 11.7816564 10.1430830 9.1497707 11.5619327 6.7626332 11.8039690 3.0308304 9.3135873 6.0048339 9.0097444 6.3424161 4.8381854 11.4567890 10.3668581 11.2461894 8.5065631 2.3933887 14.8031738 5.3617964 5.8233876 7.7075724 10.8131260 7.9134729 3.5454001 7.9479887 9.1438278 8.2841708 11.7866711 2.0308304 10.4231472 7.8888108 0.8084262 10.0720978 12.2248830 9.7876243 -0.7764539 10.7881007 9.2527622 2.6829103 10.1393542 3.6157929 7.3424161 7.9308337 8.8959003 10.0654637 7.7072908 8.8976670 2.6829103 9.9999079 10.7597221 9.8600995 12.6009565 10.6050178 10.7037602 10.0227565 11.3537236 7.5272557 7.4231470 10.8614582 10.8551067 6.9239145 1.5454248 NA 9.7732596 11.5276892 7.1182922 NA 7.8564703 8.1630539 9.8363433 TCGA-G7-6797 46 0 NA 765 kidney stage iii t1a nx mx male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 NA NA 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.2777777777778 58.3333333333333 9.72222222222222 8.17643847 10.98830763 9.76315808 5.23078711 10.31825130 6.30986011 NA 11.64033723 9.73478209 NA 0.34403309 5.68095441 2.40296770 4.50730626 7.34313596 10.36990744 11.93044648 10.51358332 12.54303233 10.77103934 12.54303233 13.70439422 11.19868451 11.55449345 9.13360950 7.54047293 7.69206587 10.02940857 5.27086528 3.60460512 4.63563252 10.41083768 10.88274972 10.30081493 2.78148562 1.08106688 8.28805582 9.70857525 8.41866349 9.42644655 4.57289573 13.93897379 10.14780325 10.65752577 5.27086528 7.92653143 1.66598392 10.45172874 9.47443178 7.85253076 7.91076384 0.66602938 9.51671173 9.96444831 10.25846086 8.32659397 3.44491880 11.08900072 4.05786612 8.80448052 8.49043214 2.40296770 10.97510121 9.54047293 8.63563034 9.67152550 3.66600665 4.43859227 10.01473202 3.60460512 12.94918872 9.37336306 11.30955946 8.96521200 10.79614111 4.86240180 9.10340925 8.04682552 7.42533761 14.61801705 10.46798166 7.88517227 11.90838410 4.43859227 10.34548398 7.63563034 11.70446567 2.40296770 14.32570253 2.25897111 8.66376658 9.14847582 8.06972633 8.76403591 -0.91893312 10.35367120 8.97888689 12.17495407 8.27579813 13.36896293 4.32896568 8.71403666 10.46905862 10.92339174 NA 8.81913359 13.01325614 12.98115345 8.96062465 2.54047370 7.95448540 10.00733736 7.43859310 11.05688932 8.89321870 9.55576133 9.66224200 9.24343274 1.66598392 10.53636865 6.71766546 10.24783212 9.89080948 7.70675017 9.91155662 11.34420490 10.10340925 12.65646245 3.54047370 2.88840232 10.28500103 10.34137293 8.81744323 10.15518279 NA 3.54047370 1.66598392 12.84891546 13.03941284 9.20903561 8.91551254 10.25409382 9.23332631 10.38881141 2.40296770 8.50940172 4.29049813 11.92515866 9.77365684 11.00205663 11.11308708 8.83258531 5.40297111 11.11239800 4.16850565 0.08106688 4.47335832 8.94832021 7.60851875 2.08103278 7.39845384 12.67711463 11.18989249 11.50625729 9.63658910 4.40296770 9.89321870 7.60067786 10.69261951 7.53225227 5.92653084 9.25970631 3.60460512 3.35157180 11.17511905 9.08104131 11.96769059 10.89321870 8.45172874 7.93279053 12.50586377 8.98341663 9.02502132 7.72128652 8.99841357 -0.91893312 8.78148103 10.53431203 2.00324242 8.97194412 11.16285767 10.80896184 9.20903561 10.59920275 11.74148304 10.69298829 1.88838283 9.37910388 9.31078544 4.96368219 8.50940172 1.08106688 8.53842215 7.77103909 11.14342486 10.10618092 9.30865734 10.24845953 10.68234795 9.54660782 0.08106688 11.04597059 8.49255223 8.59476910 11.29596759 6.55677426 5.86240180 4.47335832 1.08106688 7.16850465 3.78148562 11.05294409 3.16849763 7.51149413 6.67260072 NA NA 11.73902966 9.92496241 11.31286254 10.39562464 11.08701677 8.17379854 10.62406835 5.50646865 5.72489852 11.16850421 8.58287848 11.96005020 7.51149413 0.08106688 NA 10.27764355 8.64137406 9.52709087 -0.91893312 11.52165103 10.73925287 11.78104753 3.55807167 10.36702153 -0.91893312 NA 2.98793929 0.08106688 14.06024326 9.27825802 9.33133977 12.54200915 NA 9.42311612 8.47028549 11.40522195 6.65089665 10.86117098 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0.000 0.000 0.000 0.000 0.000 11.2067777 6.7814817 6.8819411 6.9385869 1.0810669 10.0838564 9.0978496 7.5894302 10.1240687 10.3314879 11.2652969 5.4208899 5.5239853 9.8425927 6.2651237 8.4164319 11.1631904 3.6046051 1.6659839 7.9606246 2.5404737 -0.9189331 8.5567746 9.1947834 10.9692100 10.3699074 10.7773134 6.7745288 1.4029950 NA NA 9.2721007 8.9405761 9.6327497 -0.9189331 3.2509616 9.24217327 9.55576133 8.61825995 10.03013851 7.92966438 8.68652084 11.20257487 5.08104131 10.15183320 9.34899852 6.64328333 2.78148562 8.76227971 8.08666596 13.16618184 10.05688939 9.85170532 12.41587331 12.35305144 8.16850415 7.09226876 10.57289450 5.72489852 10.10618092 6.98190858 13.18531252 7.32421566 11.31795251 0.08106688 -0.91893312 9.33725014 9.74281955 11.62334779 8.97130558 12.65646245 9.79786090 9.49149278 11.46258432 8.28805582 10.25409382 13.53733162 11.00205663 11.85170528 12.07132264 11.38938042 2.08103278 11.11412017 9.67162846 10.59427552 9.08104131 7.63946227 9.08104131 12.75688819 7.69206587 11.63130476 6.45608002 7.60460363 9.31825130 10.28071371 12.39179615 8.37566200 0.08106688 NA 9.79098669 11.78104753 10.64280661 6.96368450 11.54379923 11.98417006 13.07167721 10.36990744 10.77103934 11.19868451 3.83592407 9.48298760 5.23078711 8.61437121 4.25096915 10.60998382 5.27086528 10.04898812 11.95177981 8.70857525 11.49810274 10.64137424 2.78148562 15.06812771 7.91522808 6.84259297 7.88407464 10.57839430 6.18956564 6.98793247 10.20192725 9.81744339 8.90115653 10.27271749 4.36644112 8.48405352 7.37566244 1.08106688 10.56233631 10.81532765 10.08876956 0.66602938 11.72984835 9.61728856 3.66600665 9.62793581 5.80896160 9.79184776 7.22059308 9.63658910 9.09374978 1.66598392 9.07822074 1.66598392 10.53431203 10.86935186 10.94096439 11.14342486 9.73299006 11.06260867 11.29596759 10.95410090 7.07539464 9.81997802 10.29414559 10.85829671 -0.91893312 3.08104983 NA 8.12543569 9.88078438 10.00733736 0.08106688 9.42311612 8.57889306 11.39449131 TCGA-G7-7501 55 1 624 NA kidney stage iii t3a n1 mx female 2011 NA no 20 kidney papillary renal cell carcinoma 17 1978 black or african american not hispanic or latino NA NA 3 4 2 1 4 4 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 4.4103208 9.428522 10.284534 8.756835 7.457446 9.843385 8.971610 10.686446 5.877928 10.296399 10.129710 7.271409 5.110760 10.076989 8.286839 13.683279 11.448726 9.998099 13.636546 13.028191 6.961069 8.057780 10.267525 5.025033 10.106854 4.317210 13.742008 7.587741 7.473716 1.995267 3.054171 10.775277 8.265190 12.022384 9.763468 12.285591 9.304381 8.381865 7.381865 11.238855 8.994345 14.231323 12.382819 11.369418 13.829887 10.666530 NA 10.372133 10.680909 10.581811 8.658249 8.299065 10.147569 12.837307 8.725471 12.259531 6.039678 7.332163 7.943651 11.258358 12.915203 8.527965 -1.589876 NA 10.918116 12.702499 11.605057 7.299065 10.452665 10.970176657 12.193729122 10.149258222 10.563556949 10.066746463 4.243212074 8.190040947 6.025031010 8.666530443 3.964906859 9.958661892 1.217665011 6.767873251 11.780184709 10.371047600 11.305139369 10.144184319 3.317217226 14.322532632 7.189909537 7.565139407 8.159855699 10.888838436 7.121128366 -0.004768766 8.428521812 10.433729391 11.535896506 11.829228329 3.539605512 9.890101908 8.100319625 -0.004768766 13.441979719 11.147357647 10.171872827 1.732269200 11.722637343 10.413136652 3.454715487 9.518192442 3.695726623 8.342536523 8.624640854 9.355033669 9.229614598 1.869752986 9.736189148 2.217665011 10.450611341 10.352836083 11.235677943 11.978634033 10.049662348 11.663725935 10.134408992 10.639440835 8.077433152 4.767871928 9.692830975 9.916133098 1.580241983 3.767877223 2.869752986 8.602614249 11.523225304 9.112494242 0.732225777 8.965869401 9.479099774 9.263631179 TCGA-G7-7502 83 0 NA 786 kidney stage i t1b nx mx male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.37590696 9.17493217 -0.61550806 4.22655477 5.61340199 5.90028237 7.49049231 8.37468784 10.58026347 12.43681209 6.75962325 11.11484154 10.53369250 12.21846207 13.62000637 11.16614833 11.02256700 8.62418207 5.24256440 6.40139154 12.24579470 5.72443472 4.93917485 5.15276752 10.12562928 10.43477249 9.91791340 5.70651121 2.19194159 8.33148981 9.13445302 11.45084112 8.74323489 5.51386653 8.85930369 9.76125169 10.76531528 5.51386653 12.07981199 6.70199671 10.31569053 9.08241999 8.36900226 8.69178434 3.81084408 11.38845293 10.08589014 11.45587845 7.70199602 3.84401398 10.51059121 2.99515886 10.13654606 8.53051597 3.90815000 10.53306025 8.71550046 8.99929341 9.56762967 5.43986578 7.99376266 9.11505380 1.84402403 11.45319407 10.31162084 9.76882777 9.27256587 9.51769379 13.66299686 10.14280691 9.09686982 8.88542550 15.15837970 9.41594031 8.37184763 10.81582012 5.48261599 9.11590277 8.53560043 12.30456429 6.71101301 13.36797816 5.12686138 9.39109211 7.93147801 7.47998069 9.30939632 3.29147095 9.49506692 9.74652742 12.66890176 7.37326800 14.40971613 5.38458519 9.47265632 7.95443945 10.31569053 NA 7.27636732 13.29920241 13.11712214 8.90225300 3.13946950 7.88642089 10.51933088 9.31605996 11.40989632 9.07545481 7.86031726 8.44257531 10.26569767 3.77690409 10.34675671 8.58057101 9.84247748 9.77690113 9.21430649 8.84093807 11.81494870 9.29672445 13.84334274 5.97704174 1.84402403 10.21984456 9.87943928 8.50870515 9.93196030 NA 6.55450904 1.84402403 13.31785942 10.52061357 10.53433080 12.54121984 8.16594359 9.78225833 10.77394615 4.72443200 8.26416717 5.56449402 10.80691134 10.35828109 12.51311620 10.57286343 9.02301965 8.95823079 11.09366752 6.21747308 3.51386969 5.49310930 7.99745218 4.19194159 0.70655265 9.44662988 12.01882755 10.66680336 10.89039524 9.19996699 3.14373625 9.83630999 8.10397227 10.78717744 10.76855794 4.24256440 9.01120545 6.65137034 3.87643836 9.88492770 7.73552285 12.06428372 12.49995254 9.52029298 9.29648494 12.00400131 8.64197152 9.70482010 9.02211421 8.22063419 -0.61550806 8.80032562 10.17370974 1.57995247 8.19738676 9.20076744 11.39598567 8.38176312 10.24373024 11.54098284 10.44561726 3.51386969 10.77340826 9.01325706 4.49310930 7.45067268 0.38460246 8.55950940 6.13277629 12.35855008 10.88617211 9.17737394 10.25648894 10.92398487 8.99098889 2.70650845 10.70851386 8.98170512 8.49962747 10.88716691 3.02844539 4.36186659 5.02844097 5.22705945 8.13277680 3.74213559 10.48327376 2.63250089 9.53496561 6.72010742 NA 1.38460246 10.94132922 10.53178867 11.75268086 10.44426619 11.28658190 7.70876456 8.34854891 6.38863557 9.52605218 11.35702508 9.58670752 11.65881624 9.05965866 -0.03047188 -0.61550806 10.28318515 9.60375225 9.11759895 6.52413578 11.96942879 11.83772569 11.64814633 7.59882967 10.45134559 NA 0.38460246 4.59403492 5.57440734 14.67341374 7.62059814 9.20236678 10.65107744 -0.03047188 10.13109800 9.03645168 12.05590362 8.20316591 10.51997232 9.94539423 9.81921200 9.01302922 9.26340090 10.65458698 11.14655041 9.65371033 11.11186603 8.13780064 10.25996836 4.11250832 9.29447670 5.22768717 7.86813730 11.46440178 -0.385080 0.724330 0.020763 0.016565 0.796260 0.046559 -0.381450 0.110150 -0.097232 -0.326230 -0.385080 -0.385080 0.724330 0.724330 0.020763 0.020763 0.020763 0.020763 -0.006505 0.015587 -0.396640 0.015257 0.030285 0.030285 -0.381450 -0.385080 -0.414210 -0.380670 0.082188 -0.305800 -0.097232 -0.381 -0.381 -0.385 -0.385 0.000 0.000 -0.414 -0.390 -0.366 0.000 0.000 0.113 0.113 0.000 0.000 -0.306 -0.306 -0.385 -0.385 0.000 0.000 0.000 -0.322 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 -0.381 -0.385 -0.385 0.000 0.000 -0.414 -0.390 -0.366 0.000 0.000 0.113 0.113 0.000 0.000 -0.306 -0.306 -0.385 -0.385 0.000 0.000 0.000 -0.322 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 9.4845889 6.5035252 8.7833273 8.0763271 2.3845748 9.0649432 10.9137702 8.5806324 9.8764368 11.1307411 10.0193947 6.8024362 5.2425644 9.4193826 4.1659441 7.6769056 11.4432520 6.6513703 NA 9.3746876 4.8275294 -0.6155081 8.6431498 8.4640687 10.7385024 10.5802635 11.1325836 7.7310977 1.3846025 NA 1.1919416 10.0143956 7.5545090 9.8113726 NA 7.9900631 9.64491528 9.76558580 8.87643683 9.70820155 8.60858528 8.35325050 10.62418225 2.90814039 9.71773913 9.97984115 7.06406369 5.13946950 9.30195568 9.22221167 13.10097449 10.80269988 10.29372671 13.61114642 12.30148948 6.12604982 8.73552285 9.75581577 9.06230334 10.06538274 5.33878094 13.66731018 4.92374344 9.34095987 2.47204580 NA 10.69689947 8.00480361 12.46905994 9.56945900 13.84334274 8.67460259 7.90814580 10.89510067 9.76882777 8.16594359 13.32815162 12.51311620 11.54603056 12.13371988 10.45772109 -0.03047188 11.19354791 9.92131656 10.09839982 7.73552285 8.41387076 9.63547417 12.47643227 9.90863565 11.61250041 6.79397519 6.74652776 8.86436384 10.60284424 12.98554193 7.74871816 1.38460246 -0.61550806 10.97282984 12.19996699 10.87670479 7.47469643 10.44156004 11.43102565 11.90016034 10.58026347 10.53369250 11.16614833 6.75527083 10.34168571 4.59403492 9.12098560 4.93917485 9.51644070 5.51386653 9.18062330 12.41230658 9.11335462 10.93460894 9.88393127 4.51386969 14.75532219 7.49350003 6.93533009 7.54084407 10.43034340 8.16758173 2.29148569 8.28242915 9.73386492 8.46806315 11.64506223 6.19193765 11.62239117 7.26416670 1.55449062 10.46540121 10.42966073 10.04769706 -0.03047188 10.84887414 9.74543080 0.70655265 10.63458601 7.58180014 7.74213559 7.23945246 9.19996699 9.14738099 5.54445447 9.70425590 2.47204580 10.17370974 11.20396447 10.15194061 12.35855008 10.19836486 10.80822487 10.88716691 10.42315983 7.25494829 9.68207321 9.43511266 9.69406009 1.19194159 -1.61528704 NA 9.71045123 11.35676837 8.50870515 0.96952812 10.13109800 8.21589114 11.35540858 TCGA-G7-A4TM 40 0 NA 768 kidney stage i t1a nx mx male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 4 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9.3677793 11.9925260 9.9098943 9.5143022 8.1409831 15.2537517 9.5325451 8.2643652 10.6809938 4.6331871 9.6416168 8.5310336 11.5531688 6.7778471 13.2116199 4.1837803 8.7912423 10.1887360 8.3797024 8.8976307 -0.3668013 9.9511661 10.0103987 12.7281731 6.7829353 14.3975887 6.1877776 8.8254317 8.2030440 10.1488881 NA 6.2478971 11.3744445 11.6266574 9.0222818 0.2180992 7.7547218 12.0312638 9.4739661 10.9412428 7.9730384 7.0636410 8.7740181 9.8733832 4.7206506 10.4042649 9.0308630 9.8632086 10.0109411 9.5902902 9.0276509 11.6878299 9.4966002 14.7980755 2.8031030 0.6331987 10.8316333 8.8562366 9.1180111 10.0667736 0.2180992 2.7206506 1.6331987 13.6599278 11.5349979 10.7650452 8.0802713 8.0864590 10.2428287 10.7759335 6.8571898 8.9438009 5.3336277 10.9338268 10.6257726 11.8954006 10.2913997 9.3388206 7.5400792 10.7573096 4.6992795 1.8031030 3.6331871 8.7219765 10.3955702 0.2180992 9.6796302 11.2989682 10.0265786 12.0683376 9.4700276 2.4405536 9.9375395 7.7905349 10.9921718 8.0147313 5.8328596 9.4644955 6.1877776 3.9822726 10.2497371 7.7126728 11.7322072 12.4051934 9.4581470 9.6635174 12.3895361 8.6147555 9.0489301 9.2770444 6.5219317 NA 8.3249316 10.2607221 0.2654369 8.6047463 10.3227495 10.2756913 9.2228393 10.1606652 11.4001312 10.9932123 4.2181534 10.7272659 9.4522017 3.9185866 10.0201285 0.2180992 8.8168237 6.0510414 12.4405431 11.0055092 8.9663437 10.2949663 11.0704201 8.9719246 -0.3668013 11.3017541 9.2247105 8.1129685 10.6278952 4.9730372 5.2478971 5.3336277 1.4405270 5.7521304 2.4405536 10.2918461 2.9551082 8.7968378 6.4477379 NA -0.3668013 11.6905031 11.0531484 12.1144831 10.9452203 11.6650617 7.0636410 8.8870357 7.7490904 9.4660783 10.4465686 9.6104681 11.1347766 5.1877757 0.6331987 0.2180992 10.1355228 9.2824444 8.8068654 3.5400769 10.9286702 10.4397378 11.7722599 7.8274774 10.4884460 NA -1.3669874 0.9550896 3.4911733 14.2604941 6.6938842 8.8426417 11.2368146 NA 8.6204523 9.3276245 12.0195897 8.0468162 11.0649470 10.1079082 9.4251651 9.6097524 9.3344948 11.6508666 9.6938842 9.7006226 10.2368146 7.5580005 9.6468389 5.6104668 9.8674069 4.9926733 7.5105640 11.7789612 -0.00271500 0.01782400 -0.00193990 0.00000000 1.78840000 -0.00110870 -0.00484610 0.87050000 0.12874000 0.00235810 0.00597000 -0.00271500 0.01782400 0.01782400 -0.00193990 -0.00193990 -0.00193990 -0.00193990 0.00249690 0.00000000 -0.00539920 -0.00110870 0.00138680 0.00138680 -0.00484610 -0.00415460 0.00041593 -0.00470790 -0.00083160 -0.08386400 0.12874000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 10.0813045 6.6444158 8.1626189 7.4624990 0.2180992 9.5982509 8.3746552 7.9349133 9.2030438 11.4792407 9.7861067 7.2878241 6.1723475 9.9568059 3.5873890 7.3847320 11.2527205 6.1877776 -0.3668013 8.0905692 5.0425787 0.6331987 8.1800827 8.6638555 11.3090571 10.8417274 11.1394313 7.1762200 0.6331987 NA 2.3336241 10.3508646 7.6076026 9.2068354 -1.3669874 5.9907393 9.3805420 9.8876264 9.7752952 10.7743375 8.5931902 8.0573544 10.6840572 3.8811164 10.1225345 9.2049408 6.6104683 6.1954303 9.0071408 6.0255050 12.8142628 11.1788767 9.4445629 14.3795713 12.2529497 6.9730384 9.1655442 9.7133396 7.6965830 10.7618270 4.1250394 13.9297819 6.0168930 10.9466382 3.4405403 NA 9.4525691 7.1645701 13.1011758 9.8260975 14.7980755 8.6555561 8.6218728 13.1914295 9.8733832 8.0864590 12.3718083 11.8954006 12.3181560 12.4081811 10.4473701 5.2331019 10.5628165 9.6254184 10.3615339 7.7126728 7.6965830 10.0905691 12.5053821 9.0874875 11.2747884 6.8475072 7.4046775 8.9116377 10.6040131 12.5993331 8.9696947 -0.3668013 NA 8.9973229 12.5515856 11.4497279 7.0594526 10.7547218 11.6847371 12.3036232 10.8417274 10.0065972 10.8993892 6.0761315 10.6884706 4.9185914 9.1149877 5.5639269 9.3721248 6.5873845 9.1068940 11.9000933 9.0573544 11.1820102 10.3153050 3.2181457 15.1660464 7.5329683 6.6721071 7.5905227 10.3930765 8.1210284 3.3336241 8.4340882 9.9232071 8.9517312 12.1351498 5.1567485 10.1503655 8.4063275 2.2181612 9.4731793 11.1701639 10.2666376 -0.3668013 11.7472559 8.9528603 5.2030445 10.4668689 2.8811164 8.2913996 6.6775829 9.4700276 9.9187349 6.9819166 9.2887189 1.4405270 10.2607221 10.8099847 10.5931902 12.4405431 10.1973377 10.3909949 10.6278952 11.0163525 7.2478981 8.7086673 9.9306778 10.8099847 3.4911733 0.9550896 NA 9.4509714 11.5483001 8.6638555 1.2181612 8.6204523 8.4911693 10.1781527 TCGA-G7-A8LB 70 0 NA 547 kidney stage iv t2a nx mx male 2013 NA no 100 kidney papillary renal cell carcinoma 46 1958 white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.496969e-06 5.895622e-07 11.2359550561798 25.8426966292135 16.8539325842697 31.4606741573034 14.6067415730337 11.5387819 10.0696591 10.9901097 8.5559553 8.1014815 4.0740001 NA 8.7051271 8.5028437 NA 0.8538360 6.3393459 6.2924247 5.8165050 9.0459862 9.9146575 10.2812027 5.9127193 11.8411664 9.8123527 12.7776380 13.7397260 11.5124726 10.5509804 6.8813551 6.0474010 5.4179538 9.0083720 7.7871889 3.0740087 3.6954928 9.7755069 11.0402287 10.6549114 1.6955039 2.1809117 8.6167348 8.9882708 7.9956128 7.5683179 5.8165050 7.5878803 9.2048682 10.8076678 5.4820867 10.3515562 0.3735090 10.9528768 9.0317723 8.8370851 9.5866651 0.3735090 8.0459862 9.7924676 9.3422276 7.6954886 0.9585086 10.7098554 0.9585086 8.4042279 8.3364570 1.9585086 9.9068906 8.7637299 8.9845856 8.9031281 3.6214893 3.8971242 9.4950943 3.0740087 11.4833915 11.3969687 NA 6.9585237 7.7871889 9.0442171 9.2879460 9.7145236 8.1150280 15.0594320 8.9509897 9.0029174 10.2088218 4.8971242 9.4623491 8.7680235 10.7100674 -0.6263796 12.8015284 6.5918574 9.5776796 10.4301986 6.5830135 8.4715931 0.3735090 9.9386629 9.4234095 12.3693280 6.0174164 13.2977851 3.6214893 8.5811365 8.5079873 10.2834540 0.3735090 8.3219281 14.1778936 12.0993531 9.6485213 NA 6.8971230 9.4409952 10.0353389 10.9457874 7.5283791 6.8329925 8.4152199 9.7067162 NA 9.1483479 6.4820851 10.2781955 11.1720327 9.1598305 8.3451045 11.1075168 9.9020149 13.3903692 1.3735647 -0.6263796 10.5787432 9.0912373 9.8912302 9.9377103 NA 1.6955039 1.6955039 14.1621263 10.5397239 11.8234833 10.6415179 4.0174142 12.0171916 12.6350682 2.3735647 9.2729178 2.5434959 10.1367733 11.5695481 10.8137397 9.8593902 8.4689580 3.7658742 10.8118330 3.1809117 0.3735090 0.3735090 10.2001094 5.5830135 -0.6263796 9.4124799 11.3636648 10.9919464 12.6573727 8.8247720 -0.6263796 10.2470050 8.2531440 12.1275464 11.0644319 5.8329913 8.7044778 6.5028445 4.2315399 9.6344804 7.0174175 11.7128541 10.9882707 7.8411662 10.7360526 13.3176323 8.3190046 9.6119656 8.3537004 10.8288881 2.1809117 7.3219281 9.5805752 NA 8.6681815 9.1483479 9.4014669 9.1679768 10.0237151 11.7344079 10.3168083 2.5434959 9.0929498 9.8125709 2.1809117 8.9223828 NA 8.0774647 3.4610177 12.5769089 10.8159860 9.1857382 10.3636649 11.2284292 9.3565545 2.3735647 11.6800698 9.0757334 7.4234093 10.7956256 NA 5.9281500 4.7658795 1.2493240 8.5951478 1.6955039 9.6356557 2.3735647 6.6023797 6.9434162 NA NA 11.6926685 11.0946601 12.4466982 10.6824687 12.3355531 6.7829524 7.7696091 5.2160357 7.4069839 10.2048681 9.6333041 10.1124975 10.0972218 NA 0.3735090 9.8008737 9.3721514 9.6415180 NA 8.5028437 8.3903693 5.4820867 7.1622463 11.0065560 NA -0.6263796 4.0174142 NA 12.6531714 5.1549193 9.4165881 9.7605011 1.3735647 6.5534696 8.2032834 11.5343777 9.7765729 9.6083783 10.3168083 9.6807616 10.2729178 8.6887105 10.8882749 9.1014812 9.4623491 9.6083783 7.6999902 9.3263021 1.3735647 10.7998256 3.6214893 8.2503539 12.3424076 -0.01312700 0.01377200 1.01170000 -0.00027724 0.99821000 -0.00802440 -0.03013100 0.89227000 0.21883000 -0.04121700 -0.04121700 -0.01312700 0.01377200 -0.03666800 0.94793000 0.98059000 0.98059000 0.98059000 0.02160300 -0.00027724 0.00000000 -0.00802440 -0.03040400 -0.03040400 -0.03013100 -0.03226300 0.00972760 -0.02466100 0.91339000 -0.08187100 0.21883000 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.899 0.899 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.899 0.899 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 10.0415594 7.1614635 6.8813551 8.8284155 NA 10.4530457 8.7420672 5.4586871 8.8165044 11.7790481 9.4179550 0.9585086 6.2924247 10.5553343 0.3735090 6.9434162 11.2206182 6.5028445 NA 9.0210194 3.6954928 0.3735090 8.1647239 9.8411665 12.4744022 9.9146575 12.1305987 5.8329913 0.3735090 NA 4.3735577 10.3763759 7.5283791 8.5903067 -0.6263796 3.8329913 8.8350404 9.7233949 10.4616865 10.0210192 7.8614009 9.5384677 10.2493102 3.6954928 8.7333103 9.4220477 8.4610239 4.2804516 8.1647239 4.9585226 11.7131325 12.1685858 8.9716134 13.5571962 12.9022591 6.6214878 7.1082704 9.8319675 4.2804516 10.6853092 2.1809117 12.8439655 5.5434866 8.1351121 -0.6263796 NA 9.3579793 7.0740001 10.9785773 10.2998569 13.3903692 9.5182192 6.4610243 11.1606472 7.8040135 4.0174142 11.8172814 10.8137397 10.5328015 11.9983563 9.9329380 NA 11.4007758 7.6909736 9.3579793 7.0174175 8.0101857 9.6612732 11.4976822 5.3508402 11.0097323 6.9281500 8.2834537 8.1417449 9.5866651 13.2484462 10.2523782 1.3735647 1.6955039 8.6796226 11.2695148 11.1900446 7.4124801 10.2531442 11.8404021 11.2725401 9.9146575 9.8123527 11.5124726 4.1809196 7.0600614 2.8329913 9.3707404 3.9585272 9.2968885 5.4820867 8.5854493 11.0652782 8.9901096 10.8629071 10.1622792 3.6214893 14.3275299 8.4782381 7.4288434 7.6836740 10.6988663 5.8813563 5.6954900 4.6589655 9.1167123 8.3249622 13.1482450 NA 7.0317723 6.5334325 NA 9.0495178 11.7100674 9.8813555 -0.6263796 11.7214590 7.7744405 2.1809117 9.4768487 -0.6263796 5.2064518 6.8081894 8.8247720 9.5509182 -0.6263796 10.0219184 NA 9.5805752 11.4380544 9.3422276 12.5769089 9.8216772 10.2024907 10.7956256 11.4659877 7.1284481 9.1614635 10.1841325 10.9992697 0.9585086 -0.6263796 3.5434835 7.6543317 11.9522472 7.2190514 0.3735090 6.5534696 8.7156357 11.2672416 TCGA-G7-A8LC 61 0 NA 702 kidney stage i t1a nx mx male 2013 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 5 4 1 4 2 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.3816156 6.8235316 4.6905065 7.7894952 8.1618121 8.8253993 12.1562582 4.3185410 11.8906247 10.6233921 12.5897259 13.8312861 10.4047518 10.5199408 5.4009989 5.5903864 5.9725410 9.9632420 5.9589958 2.2310637 3.3185338 9.7779692 10.8402534 10.1772498 5.9589958 1.5530164 8.9017310 8.8676994 8.4742486 9.8937431 4.8457861 9.2197593 9.4417459 10.5019540 9.1691839 7.5842214 0.2310637 10.3738199 9.7209226 7.4790025 8.4550765 0.2310637 8.9775890 9.5963035 10.7492360 8.2534424 0.8160672 10.0743912 2.0810669 10.6546318 8.2562144 4.1379625 10.5077807 9.1867246 7.9210727 10.4381683 1.8160262 5.0124346 10.2951437 NA 11.5844972 10.0890557 6.1852719 5.8309879 8.9521396 10.3152186 10.1961375 9.5973969 7.7507110 15.0794286 10.1394673 8.4035021 11.9030579 4.7856656 9.2575981 7.3185374 9.5164769 2.4010024 11.9775890 3.4789977 9.7263701 7.1852709 10.7966528 9.6667449 3.1379625 9.9967751 10.7174069 13.6833803 7.4884628 14.4099293 4.2754690 9.0910907 9.2154932 10.4368679 -0.7688134 8.9742261 14.5714812 13.1210539 9.3642170 3.5530041 7.1137182 9.8812289 9.9496076 10.6683065 7.7856637 8.0702782 9.4990317 9.8485422 1.8160262 10.0246780 7.9349782 10.9096748 10.1106579 8.7624561 8.8457845 10.7173466 9.9184503 12.9993624 5.8160364 2.0384362 10.7398598 8.8731263 9.1544022 9.6520876 NA NA 0.2310637 14.1568609 12.8684920 10.0009125 10.8174454 4.9035011 11.7128741 11.3638957 2.2310637 8.0765650 6.6147790 10.6874291 11.7794149 11.0527969 10.1220988 8.3577789 4.5886247 11.4221339 3.4789977 1.5530164 0.8160672 10.3382917 7.5348553 -0.7688134 9.9606954 13.5987624 10.7561060 10.5319992 7.9175750 0.2310637 10.1997414 8.5371365 11.0306032 6.2423014 4.2310714 9.0352057 9.4955173 3.9315129 9.5742603 6.7148898 12.0882781 11.2720493 9.2768344 9.5025377 14.1596856 8.6657029 9.0921614 9.8731263 6.2310752 2.4010024 6.7229277 9.8319168 0.8304176 7.6468589 9.2225964 10.7561060 9.6201681 9.1983009 12.7492360 11.3320654 2.6905065 10.4706732 10.0302834 4.6233928 10.2233049 NA 9.3198629 3.8160364 11.9963608 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4.8457861 8.5233961 8.9674767 13.0940994 11.8729007 9.0384296 13.5506762 11.9217275 5.4209000 7.7779693 9.7731392 4.2310714 9.9367070 4.4405270 13.1595930 6.2534429 10.2910951 2.2310637 NA 10.3376376 5.6404648 11.7695061 9.3795512 12.9993624 8.0952609 6.8676988 6.0639645 9.1137177 4.9035011 11.1098920 11.0527969 10.3953531 12.8283125 10.0765647 NA 10.8503776 6.3185374 10.6462882 6.7148898 8.4526617 9.4825571 12.0671250 7.8531268 10.1121886 7.7779693 7.2026185 7.1319413 10.3513125 12.6150489 8.2534424 -0.7688134 -0.7688134 8.3959818 11.7181610 9.9389773 6.5530026 9.8411767 11.1921625 12.2969956 8.8253993 10.6233921 10.4047518 4.9315129 10.0968079 2.8160467 9.5563802 5.4790009 9.6039397 9.1691839 6.0254895 10.4307286 10.7779691 10.7702335 9.1213390 2.5529918 13.7567790 7.4433033 5.9725410 7.2384945 10.7164008 7.0448564 8.2338895 6.2754690 9.2225964 8.4646944 11.8300576 -0.7688134 8.8874994 9.0042140 NA 9.5853241 11.9390808 10.0576232 0.8160672 10.2436992 7.8640697 3.4789977 9.7923626 6.2863563 6.4405287 5.6905065 7.9175750 9.8254273 2.5529918 8.9555886 0.8160672 9.8319168 10.0017385 9.6308867 11.9963608 9.9598455 11.7712027 9.5314273 10.9026157 7.2366992 7.6017619 10.4362570 10.2679351 -0.7688134 NA NA 8.0448558 10.6943283 7.4694790 1.2310637 6.5348553 9.1765185 10.1364617 TCGA-G7-A8LD 71 1 514 NA kidney stage iii t3a n1 mx male 2012 NA no 90 kidney papillary renal cell carcinoma 28 1967 white not hispanic or latino NA NA 3 4 1 7 4 2 1 2 3 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 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9.8457679 8.9061155 5.6606092 2.5359036 9.4907552 10.0282109 8.8727912 8.6151010 8.6629037 2.8895514 10.5960081 11.6153974 8.5170044 8.2516841 0.3660284 8.5705589 9.9939774 9.8213148 9.3382495 -0.6339716 9.6617565 10.2409690 11.0887952 7.7711289 9.2795876 10.3175310 2.9497404 9.9694285 8.2051916 3.4103818 10.8117785 10.8730389 10.8231120 9.7259787 2.8895514 3.3201814 10.4079889 2.5359036 13.7095204 10.1493952 9.4494669 3.5359161 10.7393857 10.8312989 11.7826533 10.0151495 8.5619749 14.1756553 9.9056311 7.1006970 9.3827958 5.0524898 9.9152910 7.7301223 9.9172153 5.7496925 14.9736214 2.2603268 9.2081102 10.0840923 6.9584448 8.6548537 1.3659724 10.2497764 11.0326555 13.5577023 7.9953443 14.8059870 5.2363510 10.3019777 6.0313246 10.1006973 -0.6339716 7.1893551 12.2752245 11.9372663 8.9443604 -0.6339716 10.4158362 10.2305608 11.3412983 11.6051386 9.1116620 7.4021611 7.8026992 9.0646924 -1.6339716 10.1579644 7.8558359 10.9111935 10.7737865 13.0096748 8.9301371 12.7122881 9.9443604 14.7116874 6.5656596 1.3659724 10.8873427 10.4101460 9.5815207 10.3911272 -1.6339716 4.1473474 -1.6339716 13.8177139 8.2130449 10.8698134 2.3660004 9.1399511 9.5809139 9.7753785 3.4103818 8.8836572 7.8396932 11.8085424 11.8550829 11.6124522 10.6458883 9.9123999 5.6233753 10.9859783 8.7312165 4.2239708 6.3375309 8.9816172 10.0960332 -0.0490091 9.9852906 11.4062774 10.2332664 10.2600475 8.5042593 3.4952730 9.9405811 7.8192582 10.0191552 4.8737837 11.8247787 8.7838400 3.6513847 3.9807017 9.9774736 9.2554915 11.4511281 10.7080623 10.5147820 9.8272266 11.5472952 9.1530739 8.6421120 9.4481368 8.0698912 2.5359036 8.0802334 10.5474505 3.7462375 8.5876230 11.0666441 10.2110856 9.9663651 9.2301737 11.9405812 11.2377004 2.1733513 10.7572312 9.2209418 3.6513847 7.9471881 -1.6339716 8.5434073 6.5208057 11.7991818 9.5277493 7.5681112 10.1275389 10.4404636 8.8213148 4.1988791 10.5613937 9.4580840 8.7518500 10.2505398 5.4212704 4.0664251 3.2239631 3.5137055 9.3077689 1.8254193 10.0459075 6.6651952 9.4454724 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11.2034185 3.6513847 13.4063630 7.4347658 10.3614015 5.3317733 4.6327742 9.4607252 6.5508637 13.4667732 10.3568008 14.7116874 9.6227860 10.4962364 12.1882597 11.8800852 9.1399511 12.2888507 11.6124522 12.6795793 13.3557813 10.7577683 2.0664337 11.2104973 10.2948761 10.3949297 9.2554915 8.9099861 11.2630768 12.3914733 8.1158573 12.7113187 8.7636622 9.3911271 5.8171986 11.4656642 12.8787898 10.0516125 1.9509536 -0.6339716 9.5638186 12.7158217 12.6992604 9.0179364 10.3997547 9.9329930 12.2406809 10.4865496 9.9843732 7.8895496 4.9205744 11.2373154 6.7796156 8.8905294 3.8578417 9.3274374 8.5170044 8.0990032 11.6697513 9.0463473 10.7383086 9.5899893 2.1733513 13.9107408 7.7989260 9.6145083 7.5725380 10.2833597 6.6280824 4.8895514 8.9509501 9.7812012 7.6942360 12.2608054 1.8254193 9.4507960 7.3659873 2.1733513 7.5055393 11.2053883 9.7415701 -1.6339716 10.7240893 9.1383023 5.2608048 10.1049243 2.8895514 8.3814028 6.2668540 8.5042593 9.3803011 0.9509163 7.9167346 4.2967217 10.5474505 10.7630606 9.8052991 11.7991818 9.2668545 9.4421351 10.2505398 10.4293827 7.5029789 7.5607448 10.7450952 11.3907810 NA NA 0.6879565 9.5576638 10.1955836 8.7202371 -1.6339716 10.4468052 6.6467589 11.0505171 TCGA-G7-A8LE 62 0 NA 2453 kidney stage i t1a nx mx male 2008 NA no 100 kidney papillary renal cell carcinoma 40 1965 white not hispanic or latino NA NA 1 5 2 1 4 9 2 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.66505161 1.08011186 10.56155097 9.17899717 8.95967106 10.51853327 NA 5.58258912 1.81705016 12.73241008 11.39240367 10.92636183 5.38994189 9.10060505 9.11992079 10.30690142 2.88744729 8.54497409 4.37776928 11.42826280 10.32286509 11.92187500 10.63946498 8.96374952 5.59315654 10.34413953 6.04202046 3.58259213 5.94633552 8.74897304 5.38994189 1.30246529 8.85706907 11.70076593 10.30408957 12.07879587 9.58059795 3.40201266 10.33668976 7.73352992 11.00858164 7.44932201 5.15333517 9.50914594 6.63467748 5.70457875 9.80914205 8.76425193 12.29774274 11.67689884 10.19773101 8.97692493 11.40838882 8.70701360 10.08196523 8.99297713 9.46523130 NA 9.83997612 10.42438383 4.40657749 7.60519132 10.65877506 10.41808145 8.99297713 10.36856954 11.60348652 10.96832379 4.27648178 10.02455600 9.30581757 5.66505161 8.30408980 NA 9.48025583 6.76658854 12.09026631 10.51714634 9.63850868 10.32722421 10.71792031 9.69049759 1.30246529 10.97387986 8.88529431 8.45367807 10.83858878 4.98697971 4.58258611 6.26991211 3.29990401 5.53951866 3.62440508 10.38690911 3.35311153 8.16223673 6.62883337 NA -0.50491888 11.80445966 10.70427415 11.94311261 10.90053281 12.10937515 5.92139110 10.11133876 6.35036818 9.92400900 11.06403155 9.88797939 12.14438159 4.08008627 -0.50491888 -1.50471417 10.16622410 8.93391722 9.39070078 NA 12.92119357 11.37087476 11.10845448 6.88253912 10.18250112 -0.50491888 1.08011186 1.49513230 0.49508112 15.07430874 8.02260251 9.45077535 11.83928258 -0.50491888 9.19035361 8.70139484 12.06924584 8.83386192 10.53026821 9.68865071 9.68247744 9.21707897 9.32246810 11.50022360 10.08851650 9.86853430 10.46379225 7.53951944 10.19122359 4.04971788 10.51297773 5.36943158 7.26783633 10.64709330 0.03778200 0.00930980 0.00558300 -0.00097017 0.85403000 0.00235810 0.00000000 0.80792000 0.05309400 -0.05212600 -0.05212600 0.03664700 0.00930980 0.00930980 -0.00346270 -0.00346270 -0.00346270 0.00861350 0.00666530 -0.00097017 0.00000000 0.00235810 -0.00110870 -0.00110870 -0.00401620 -0.00553750 0.00722170 -0.00166290 -0.01422800 -0.04102400 0.05081900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 10.16445344 6.10983483 7.08383989 8.04481375 1.81705016 9.69479768 8.75604487 8.10950422 9.36703071 11.10096832 9.94582114 5.51749303 5.67503398 9.84716887 5.01868758 6.82604250 11.21707903 6.63467748 0.08011186 8.29602508 4.66505161 -0.50491888 8.46523130 8.52164873 11.77000726 11.20075782 10.51049172 6.87450437 2.08007774 0.81705016 0.49508112 9.57394327 8.63850868 9.31210900 -0.50491888 5.48380933 9.8114070 10.7977643 9.0630814 10.9336574 9.8745038 8.7805276 11.3355099 2.6650516 10.3685695 8.9287108 6.7335306 3.8526781 9.6416941 7.1886126 13.0697781 10.2541814 9.7891717 14.1638996 12.7719768 7.0987522 8.0913153 9.9550692 5.3406157 10.6153633 5.9045154 14.0908491 7.0226020 10.4619914 4.0186876 0.4950811 9.1789972 8.1208340 14.1866236 10.1938301 14.2396702 9.5470140 9.3499937 12.7611799 10.3339354 9.1006051 12.3486299 11.9218750 12.7332315 11.9440161 10.6231197 2.0800777 10.5819251 10.8696215 10.0922468 8.7642519 8.0630817 9.9229621 12.9232893 8.6650505 11.6069099 6.6244080 6.3899436 9.7305413 10.8570692 12.8376168 8.7966218 2.0800777 -1.5047142 9.3192887 12.3311758 11.6356181 7.5719407 11.2543894 11.46756678 12.97060553 11.20075782 10.87314924 10.82911929 6.44932201 8.77241289 4.44932366 8.92453225 4.81705528 9.97793343 6.97894150 10.17284500 12.18444315 8.48664721 11.29622749 10.43653989 2.88744729 14.82376528 4.99529004 6.67503398 7.80294087 10.03428423 7.33747562 3.01868758 9.20593177 9.87504526 9.37805117 11.92453214 3.74305173 9.46379225 8.66755298 4.32801782 9.80970865 10.55582133 9.60756483 0.49508112 12.31978588 9.97541080 2.66505161 10.21065844 6.09503828 8.97994844 7.30569698 9.58059795 9.47972187 1.30246529 9.06877264 5.03428616 10.42438383 10.94730490 10.42549319 12.09026631 9.90981060 10.71217437 10.83858878 10.69694302 7.34687447 9.79376082 10.11121472 10.56725803 0.49508112 0.08011186 NA 9.40501847 11.06320266 9.39448242 0.81705016 9.19035361 8.24499501 10.86799049 TCGA-GK-A6C7 76 0 NA 61 kidney stage i t1a nx mx female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 1 6 3 7 3 3 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.03747173 9.90825750 9.38934826 6.69338241 10.64685775 7.07909112 NA 6.12835733 9.16292928 NA 0.23376538 5.26488168 7.97085998 11.05994785 8.14752549 10.82126058 11.71746669 7.90873847 10.03262531 11.23872119 12.14742341 14.10529538 10.51628576 11.52807317 8.32665823 6.84583124 7.56500609 9.70948313 5.92023374 -0.64205395 9.35305219 9.69505599 10.62799489 9.94576921 3.40238111 0.35794605 7.79678332 9.61773486 10.30745357 9.55274843 5.09945933 8.60235555 10.40443356 10.27237680 7.80093483 10.20112755 3.11288359 9.89375308 11.57261431 7.73736972 7.84583187 2.16533314 10.76525941 10.20112755 10.41429063 8.21441724 -0.64205395 10.54721083 0.80949676 8.93980427 8.02510301 -1.64205395 9.97866971 10.18533435 8.20348162 9.15849533 -0.05709145 6.34667683 9.10198460 4.75031172 10.89059109 10.28872895 9.47173373 6.59639701 11.19360784 12.29002181 11.13832633 8.43347069 10.72949610 14.49552318 9.56683570 8.45206947 9.20817850 5.15240654 9.46977937 7.36642014 10.54162702 7.54781610 12.85403400 2.56198592 8.18466710 9.48598604 12.43764309 8.76525924 4.52791483 10.20544053 8.09608366 11.63556963 7.47693248 14.99553946 10.68834832 10.41440586 8.30489795 11.24368800 -1.64205395 0.67996420 12.52674210 11.64079050 8.24825588 5.12617582 8.50646826 10.43680959 7.34098501 11.79248957 9.81485944 9.45206926 9.05582795 8.84884261 NA 10.10408605 8.41327419 9.50392370 10.53603395 8.83169740 7.60591948 11.48720218 9.98734830 10.29278819 0.94298360 1.52792108 10.11704759 9.06448761 8.79157707 9.92594766 NA 6.11954294 -0.64205395 13.28549185 6.13935079 10.76339904 11.62477819 9.58018280 8.94013356 9.57594931 3.21597363 6.79678332 11.30781835 10.85209718 9.52791659 12.09209473 10.81485936 8.64339373 6.78425662 10.73845272 6.19088149 1.67991917 5.50773757 8.55643670 -0.05709145 -0.05709145 9.09270139 11.99891437 7.49498275 9.62419249 9.77426143 2.52792108 10.59788849 7.83979083 10.20634078 14.89607445 8.09270112 9.05756399 6.36361615 6.39141546 10.04054741 9.04274036 11.33884528 11.19758912 13.71787844 9.14098975 11.37862438 8.90392130 10.18573129 9.05582795 9.97086012 0.67996420 8.90392130 10.53385298 11.96005368 8.31884781 10.48534118 11.52776009 9.83321838 10.50233120 11.04711607 11.34418926 6.47173373 9.59161136 8.48385728 5.40238452 7.33527154 -0.64205395 8.86677695 7.94857866 12.06416385 9.14834006 8.17497510 10.91856334 10.34134157 9.29683616 7.97637738 11.00230534 9.30050609 7.79470308 10.38139954 2.16533314 3.40238111 8.18771431 3.40238111 8.18612811 4.26488168 10.55244076 5.71554473 10.09650618 6.18033885 NA NA 11.18334799 10.68329713 11.23316505 11.16050799 11.22758550 9.08079914 8.78530435 6.18250559 12.85040819 11.08420980 9.86429930 12.76545858 NA -0.64205395 0.94298360 10.01128457 8.84180742 9.40988031 -1.64205395 13.16343324 15.03290111 11.32557817 7.67770907 9.69839821 NA 0.94298360 NA NA 13.64368283 8.62360682 9.50392370 11.85870908 -0.05709145 8.72867903 9.15027762 11.10282548 6.07909006 10.54410590 9.16695591 9.40988031 9.01173239 8.67653435 11.34525565 10.46160734 10.18612811 10.84382097 7.80507508 9.88400181 8.89520990 10.35693455 5.27291526 7.61285523 9.77795175 0.0000000 0.0037302 0.0090308 0.5157500 -0.0109380 -0.0076263 -0.0070738 0.0159900 -0.0090815 -0.4904000 0.0058146 0.0000000 0.0037302 0.0037302 -0.5166800 -0.5131100 -0.5131100 -0.5131100 -0.0051389 0.5079100 -0.0038941 -0.0076263 -0.0026662 -0.0026662 -0.0070738 -0.0149900 -0.0147950 0.0010931 0.0067991 0.0243910 -0.0022331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 -0.511 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 -0.511 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.12948112 7.07566847 10.64743423 7.28568056 -0.64205395 8.95976233 7.73953491 10.46225297 9.25280946 10.55640911 10.58530670 2.35800234 6.85384723 9.32809751 4.00184727 8.12286319 10.70920696 6.36361615 -0.05709145 6.54781687 3.56744810 -1.64205395 8.86677695 7.41327419 10.16773162 10.82126058 10.67233411 8.33670203 0.35794605 NA 1.35800234 9.70062195 7.68666650 9.07223713 -1.64205395 6.54286627 10.767913 10.395539 8.129481 10.015310 8.553979 4.800936 10.822793 5.252809 10.090583 8.890348 6.030418 7.861818 9.863307 6.845831 13.205538 10.226814 10.024216 14.052322 12.890591 7.717742 8.942014 9.738453 6.429454 9.559503 5.767382 13.338131 9.870238 10.107442 5.357992 4.085909 9.697842 9.350930 13.211691 9.468475 10.292788 9.731944 8.186128 7.142627 11.992576 9.580183 14.742893 12.092095 11.293525 13.296928 11.130719 1.679919 11.247115 9.544106 9.180562 9.042740 8.097772 10.124521 12.778873 10.004100 11.275921 3.750306 6.450749 4.527915 11.124935 12.712654 7.243688 NA NA 12.235084 12.464391 11.608127 7.825597 10.858585 11.7213051 12.9935964 10.8212606 11.2387212 10.5162858 6.3121878 10.5576640 6.8377717 8.4037513 6.0994593 10.4759593 7.8009348 8.2283565 13.5103775 8.1377110 11.4368096 10.2820618 1.6799192 14.5752678 6.8393071 6.1458934 8.7259415 9.8081718 10.6074014 3.4872805 9.8367613 10.1187115 7.9909866 10.9932563 6.0162021 10.9249970 10.8866899 2.8174186 11.1007221 10.8063661 10.0657822 1.1653653 11.6494502 10.1162149 1.6799192 9.7826828 2.8815472 9.1228632 7.8276336 9.7742614 9.6461194 3.7155420 9.1829505 6.7199350 10.5338530 10.6091782 11.1197506 12.0641639 9.6737073 10.7243139 10.3813995 11.3827850 7.8971503 5.4132725 10.0361516 10.0675063 2.0584204 0.6799642 NA 10.8783648 10.7402590 9.8986041 5.1393508 8.7286790 8.3664201 10.6294547 TCGA-GL-6846 52 0 NA 5925 kidney stage iv t4 n1 mx male 1996 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 4 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.61483571 8.58546698 7.94762467 1.85630849 9.98324887 9.94377265 10.22620444 7.91454778 NA 11.51012055 4.36611935 8.76210693 7.61846553 4.64480805 10.71852440 10.06974539 9.43167707 9.79462754 3.75442790 3.56680298 9.91503950 1.98185265 11.80931568 9.65190665 11.04321181 10.81420328 11.47068165 10.58392087 11.00305200 9.05865635 9.34451496 15.62746154 9.86295453 8.89572734 10.47369378 4.46296844 9.63766947 7.82733064 10.90219352 6.55169596 14.71381368 3.04706718 8.27606297 9.96768263 7.55422506 8.62087998 -0.01814735 9.82733064 10.34012549 13.52921720 7.91651426 13.95471215 6.40810552 9.81600091 7.61362373 10.31871904 -1.60296376 8.83878478 12.96691169 11.85566920 8.22818521 -0.01814735 7.64005184 10.06088085 9.25096726 11.03757496 8.41924603 7.64717634 8.89771993 9.66717347 -1.60296376 10.73672815 6.78058307 10.01526367 9.55106337 8.92923414 9.11369763 11.88170102 9.53514996 14.25079680 1.20420333 2.09730739 10.73003344 9.85014870 9.02258698 10.90937170 -1.60296376 0.71878903 3.20423464 13.33208924 9.60328213 10.35470570 9.33130617 10.01342695 9.62509566 10.86422895 2.39687189 8.21546020 4.30376614 11.41438256 11.15009486 11.50895759 10.63289235 8.66834112 6.01893011 10.50082157 2.64480229 2.30378075 4.62569716 9.02805523 6.87665814 0.39692668 8.92630875 12.44075985 10.72190245 10.56899306 10.04208615 3.54378044 9.57429758 7.21065966 10.79788829 9.35325425 7.46565619 8.98652926 5.13834349 2.92044576 10.46901078 9.31871904 12.42193116 11.11883176 9.70805874 8.75589203 11.84331531 9.12989346 9.37415812 9.10423731 9.19696918 NA 8.98559265 10.74947334 3.10175091 9.18293532 10.60358731 10.70436355 8.90467285 10.40880419 11.75690215 10.82419098 3.52615647 10.11412610 9.74253294 2.78918670 7.97996073 -1.60296376 9.67009092 7.28562138 11.72429044 11.59639711 9.60572211 10.60389242 10.39335163 9.11369763 3.04073465 10.76523180 8.81050609 8.84499443 11.42823474 3.09732425 5.33939397 3.64480229 3.04073465 7.75442991 3.64480229 10.54821186 3.35107704 7.29774535 5.08938798 NA NA 11.94882665 10.57678721 11.99434877 10.71372528 10.80441146 8.50278646 9.08917979 6.27099793 8.24393560 10.84731618 9.50540250 10.69149892 6.62087961 -1.60296376 NA 10.33167477 8.51970622 9.17659754 6.84396124 9.77733916 11.28104867 10.29321056 6.98813818 11.29736764 -1.60296376 -1.60296376 2.56681515 2.56681515 14.16503660 9.02441194 9.04972306 11.22838329 -0.60318290 9.62329039 9.40256593 11.85554108 7.54662518 10.59869571 10.04568514 9.81999399 9.38058422 8.89572734 11.56178507 11.14486125 10.41681631 10.21025856 7.43853738 10.20020209 5.17823658 9.82209405 5.68735749 6.14761808 10.76183351 -0.00124730 0.01195800 0.83215000 -0.00539920 0.83498000 0.00000000 -0.00995650 0.81630000 0.15129000 -0.01954400 -0.00124730 -0.00124730 0.01195800 0.01195800 0.83215000 0.83215000 0.83215000 0.83215000 -0.00470790 -0.00539920 -0.01050800 0.00000000 0.00360760 0.00360760 -0.00581400 -0.00027724 0.00402430 -0.00688480 0.85581000 -0.06692200 0.11580000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 10.0046708 6.6868969 7.0657629 7.7664103 -0.6031829 10.0999165 12.1862080 7.5389339 8.7870471 10.9542628 10.8682993 1.2042033 5.7544306 9.8429275 5.3945107 7.1551016 11.2837179 5.1383435 -1.6029638 7.2329284 3.5261565 0.7187890 8.3741579 7.8273306 11.3983567 11.6161979 10.7907995 6.7719173 0.9818527 NA 0.3969267 9.6524969 7.1847811 9.2415840 NA 4.1247996 9.8220940 10.4122931 9.1823305 9.2470650 9.3568800 9.6834359 11.2462833 6.1650617 10.7964231 9.5904035 7.0515146 4.7719173 9.5611566 4.5668030 13.7907043 10.3576041 9.8867260 12.8596999 12.3646448 7.4602732 9.2250146 10.2486272 4.7544279 10.6692163 3.3037661 12.7715780 4.3741562 9.8872276 NA NA 10.0890577 9.7740886 12.4086295 8.9695785 14.2507968 9.0189298 9.1349704 10.4433201 11.1440221 10.0134269 12.9228882 11.5089576 12.8199940 12.2065458 10.7875845 -0.6031829 10.4463864 9.9466627 10.8207819 9.3187190 7.5491632 10.0239560 12.7410353 8.3112633 11.6912117 5.9743067 7.2886622 8.3641044 10.9919025 12.2332244 6.8644833 NA NA 8.8817010 12.3167657 11.5664744 6.7675661 10.9007039 11.1870230 12.5439240 11.6161979 10.0648767 11.9045489 4.3037661 8.0389300 6.0407347 9.0955827 3.9514666 10.2038304 6.4949100 8.5491628 12.8626320 9.6926471 11.1115530 10.1937289 1.9818527 15.2758630 8.1594264 7.9086310 7.4548158 10.3908779 7.0728347 3.3510770 9.1196856 9.7908048 8.8867260 11.4012742 3.7188109 9.2772269 8.5300204 NA 10.2825745 10.6767789 10.2146613 NA 11.4465565 9.3919387 1.8563085 10.3608579 2.6448023 8.8957273 7.7740886 10.0420861 9.9029228 2.6448023 9.3961736 2.0973074 10.7494733 11.1164809 10.5897874 11.7242904 10.3353551 10.8670286 11.4282347 10.8801901 7.3968779 9.9423254 9.3149960 10.7193697 0.9818527 3.3510770 2.6448023 8.6799663 9.8429121 9.5630412 1.2042033 9.6232904 8.5222916 11.4457055 TCGA-GL-7773 63 0 NA 393 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma 34 1993 white not hispanic or latino NA NA 2 5 4 6 4 2 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.60101e-06 8.323232e-07 4.95049504950495 17.8217821782178 20.7920792079208 34.6534653465347 21.7821782178218 8.7986963 10.3968258 6.6463787 7.1559030 9.8184018 6.9670464 3.6145332 10.3913244 9.4191215 NA 3.3506670 4.9364589 6.2747797 5.4510297 6.9052065 11.1553495 12.1373912 6.2418021 8.7155674 10.5507468 12.5841216 12.9710774 11.0911311 11.3191743 9.3636808 5.8515692 7.3149693 12.3792826 7.0263431 6.7379125 4.0166300 10.3665517 10.7883851 9.8454077 1.9770967 -0.1928100 8.6177462 9.5909914 9.5418842 9.2879649 5.0551002 6.1734973 9.7873141 10.7371726 9.1245871 12.2057847 0.3920976 9.8092863 9.9383886 8.0574730 7.6836915 3.1291016 9.3911976 10.1086708 10.5774255 7.3424499 1.3921525 11.4464904 3.7327034 9.4188081 7.6928707 4.7379139 10.1442389 9.8163034 7.8759527 9.6674469 1.1290851 5.5885348 10.1734968 4.5885348 12.1042341 10.2075204 2.8071694 9.8309290 9.3040083 13.3685222 9.8611004 8.7438125 8.7379118 16.1150247 9.6612638 8.6510955 10.1778620 4.5620592 9.4804837 7.7408655 10.0473696 3.6145332 14.8894484 3.4035132 7.3893921 8.4145047 5.7844543 9.2165654 NA 10.0461763 9.5299821 12.3102550 7.3228746 14.7186665 6.3770300 9.7849196 9.8712436 10.6763828 NA 8.2808802 13.0452807 10.5574628 8.4600196 3.1994996 8.4954250 8.4546328 9.6573615 11.9519922 9.4135799 7.1559030 8.5452668 9.2594159 -0.1928100 9.4707327 8.9492816 10.0908418 9.5102129 8.9170053 9.5612270 11.5882228 10.0598401 13.6917744 0.3920976 2.7140696 10.0080732 9.2818946 8.9594595 10.4000988 NA 1.6145214 NA 13.1409589 9.4145049 10.4662786 6.4145043 8.8015280 9.7635507 11.0050056 7.9994673 7.8786371 5.2334394 11.1669242 10.9065224 12.0649926 10.5149651 8.1268469 6.6959173 10.5528489 8.6573613 1.9770967 6.7080410 8.6353111 8.5983377 0.3920976 8.2186858 11.4784945 10.3756058 11.2454466 9.6257567 0.3920976 9.9248177 7.6432249 11.2101094 7.0019317 3.5076171 9.9733376 4.8732620 6.8405979 9.1570086 8.5214202 12.1247285 11.4568799 7.8127992 9.3502064 12.1607350 9.4005657 9.1177875 9.0539153 8.7215596 NA 9.8057650 10.6104985 0.3920976 7.6992622 11.3485132 10.7908808 10.0539152 10.6581427 11.6945856 11.0627933 1.3921525 9.8853254 9.2057046 4.5076171 9.1908788 -1.1929749 7.2909901 6.6589241 12.4348225 10.6538403 8.8433483 10.4195824 10.9883269 9.4383517 1.6145214 11.1895365 8.7065316 8.5384935 10.5649812 3.2666067 3.7140696 9.4428927 2.5076171 5.8732645 -0.1928100 10.7408653 1.3921525 9.3502064 5.4262950 NA NA 12.2820213 10.9708243 11.2732510 10.9309727 11.6349143 6.2909901 10.0401231 6.0238231 9.2552909 10.9892585 9.9651531 12.5383875 2.5076171 -1.1929749 NA 10.1542423 9.0129678 9.0821352 NA 11.9102985 10.1302293 11.1000713 6.0713358 10.3164548 1.9770967 -0.1928100 0.8071900 NA 14.5231098 8.3713241 8.8705697 12.4344805 0.3920976 9.4070874 8.7587362 11.1498049 7.6145295 10.1397707 10.3535868 8.5435767 9.3798748 9.4428927 11.9179841 9.9332337 9.6510957 9.5595553 7.5316887 9.9934560 2.1291181 9.4962990 5.3733802 7.6592674 10.7106799 -0.0049844 0.0031910 0.0077783 0.0072217 0.0000000 0.0038854 -0.0018014 -0.0216470 -0.0513160 -0.0049844 -0.0049844 -0.0049844 0.0031910 0.0031910 0.0045800 0.0077783 0.0077783 0.0077783 0.0104240 -0.3785300 0.0030522 0.0038854 0.0066653 0.0066653 -0.0018014 -0.0027707 0.0051359 0.0000000 -0.0041546 -0.0287650 -0.0556340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7758414 6.7080410 7.2123164 7.8094833 NA 10.3307365 10.0275529 8.1701048 9.3473027 11.3530151 10.1234562 7.6867575 6.2418021 10.2793578 3.3921388 5.9870843 10.2433656 4.8732620 -1.1929749 7.5587184 4.1647300 0.3920976 8.7887418 8.3482714 11.0839097 11.1553495 10.8040611 6.5145342 NA 0.8071900 1.6145214 9.8508855 8.5367954 9.5942610 NA 5.8184007 9.3732286 10.4528330 9.0007000 10.9228685 9.5893538 9.2449268 10.6165408 3.5076171 10.1843851 9.0227076 7.1603212 4.2990248 9.8336980 5.7729598 13.2963954 10.6080745 9.8253748 13.0046985 12.7290155 7.6620431 9.6015905 10.7110565 7.7110564 10.1608728 4.1994918 13.3366051 8.1713094 8.9833476 1.8071900 NA 9.1109554 8.2037792 13.2458365 9.5393420 13.6917744 8.7930167 9.6859918 11.5792829 10.2630155 8.8015280 12.9261968 12.0649926 13.3506898 12.6900087 10.6962983 -0.1928100 10.3282842 9.7027498 10.5248510 8.5214202 7.8043543 10.1470246 13.0000068 8.8309290 11.5065280 6.1109562 6.6080744 8.0763015 11.1732235 12.6745499 6.5620623 0.3920976 NA 9.9486432 12.4439125 11.3314519 7.0925764 10.7794365 11.5156119 13.2247634 11.1553495 10.5507468 11.0911311 5.9670464 11.6215568 5.1291016 9.6729079 4.8732620 9.9091502 9.1245871 8.8184019 12.8047863 8.3129859 11.6557975 10.2107193 1.3921525 14.7028445 6.3603818 6.5486416 7.9454462 10.5162584 6.8786371 3.7613704 9.3375809 9.9839711 9.5502502 12.2917458 4.8295401 10.1149446 7.8488339 5.2829068 9.7452839 11.2796116 10.0092985 NA 11.3979955 9.4089453 3.2666067 9.7245466 3.1994996 9.3482712 7.4108007 9.6257567 9.7506638 6.0832985 8.4310563 NA 10.6104985 10.8103411 10.6542320 12.4348225 10.3050265 10.6561887 10.5649812 11.2152389 7.8570230 7.6400649 10.4260189 10.8166534 -1.1929749 0.3920976 3.7613704 9.8467791 10.7994438 9.5852518 0.8071900 9.4070874 8.4600196 10.2329151 TCGA-GL-7966 28 0 NA 112 kidney stage iii t3 n1 mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 1 2 7 1 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2262349 8.4546842 7.9914000 10.3621632 4.4920967 8.9613522 8.7744029 3.9024595 11.1307837 11.3441257 8.4451924 10.2744907 3.7045179 3.3174922 10.2103072 3.1406151 13.3854472 9.1089091 10.8949247 9.4897310 12.2298049 10.9869260 11.9605195 9.6064506 7.5943358 15.0547432 10.5231952 7.8289444 10.0553281 5.2894804 9.9429237 7.7869812 10.0605177 8.1888089 13.4275273 2.4140814 8.5130556 7.6587156 7.9253954 8.8578476 0.6170163 9.6532297 9.6338644 14.2809755 8.0785357 13.2332339 8.4049589 10.4852807 7.5536938 9.8392473 -0.3828896 8.5164131 12.0111168 10.1450218 8.2188267 0.2020102 8.7756659 9.4538955 10.0641393 11.7063411 9.9784516 8.0221975 9.6824723 9.7869812 4.3174994 10.0380690 7.9833784 9.6470335 10.0211332 9.8673546 10.1008719 12.4512131 9.9070750 13.4585222 7.1327557 0.6170163 10.9027473 9.7005354 7.5477937 10.5470542 1.4243847 4.6614475 0.9390008 13.9616988 12.9555140 10.6195196 3.2020258 10.2636149 8.8228493 9.4820161 11.3118493 8.7857284 10.7559679 12.0031881 8.1792986 12.3775796 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7.748913 8.034908 9.054808 10.956906 13.122868 8.163951 4.009374 NA 11.021666 12.756048 12.554609 7.303557 10.728518 11.556452 12.799916 10.980370 11.475814 10.871199 4.140615 9.511116 8.118893 8.496639 6.911677 10.885890 6.437234 8.722965 12.481816 9.719032 11.703192 11.150386 2.202010 13.006755 8.578404 8.467243 7.171606 9.397596 7.140618 8.152331 9.312284 10.794787 9.999140 11.212547 3.617052 10.576334 9.236359 7.520938 8.618464 11.179537 10.491653 -1.383078 11.105147 10.054288 5.289480 7.348375 5.475036 9.677752 5.992095 10.043845 9.221461 3.076491 8.432440 5.725580 10.384827 10.532189 10.767438 12.846250 9.363570 11.089747 11.000760 11.377776 8.171645 9.868539 9.854864 11.152575 -1.383078 -1.383078 3.009365 9.374446 7.449946 10.447571 -1.383078 9.424411 8.417956 10.942080 TCGA-GL-8500 63 0 NA 841 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.0522963 11.3492127 4.1566312 8.6099514 8.0249889 10.2167006 0.3153344 13.7322163 3.4435138 8.3251593 9.6514654 6.2617489 9.6084193 -1.2695122 9.4718353 9.4844207 12.6947995 8.2964225 13.5921590 4.5117274 9.3766661 6.6007336 11.0238400 NA 7.1397590 15.1552399 13.1366398 8.8018306 -1.2695122 7.6787353 10.8506062 10.8515781 10.5493499 8.2242236 8.5084453 9.1513812 10.0729986 1.7303574 10.8447614 7.1608214 10.1156915 9.8191566 8.7004744 8.7978029 11.4370414 9.8750265 12.7858203 2.9782872 1.5377433 10.2641848 10.2873533 8.9723515 9.5223451 NA 1.7303574 1.3153344 13.2745480 12.9046699 9.2192126 12.4105081 8.9015451 10.4199296 11.2551549 1.7303574 7.3115685 3.9782963 10.5809459 11.8888203 11.5865254 10.0862700 8.3867933 5.6961524 10.9337163 4.8596516 1.0522768 NA 9.2782269 5.3885788 1.0522768 8.0966904 12.9399740 10.4076475 11.2536852 8.5930056 2.9002969 9.2411325 7.2222211 9.1197953 8.7706579 2.7303791 9.2341940 4.9002920 3.7554004 11.4527490 8.0409812 11.6800127 11.4665589 8.3903642 9.7026302 13.4083632 9.3760268 9.2791904 8.6903703 9.0122983 NA 7.7218901 10.3952600 -1.2695122 10.0508925 9.3274898 11.3302812 9.5043318 9.5836780 12.1824809 10.5121379 1.7303574 10.8421561 8.8075578 5.3002226 7.3376986 -0.2696861 7.7692871 6.5441500 11.5465520 10.0950502 10.1237588 11.1341793 10.7764692 8.2617499 3.7747660 11.3486552 9.5141852 7.6551808 10.5961016 0.3153344 5.3597250 5.5117274 2.1897929 9.1534841 4.7964576 11.4264665 0.3153344 7.0249889 5.2605000 NA -1.2695122 11.2895064 10.8356221 11.1751244 10.1424088 11.2803936 8.4394523 8.4978578 7.6561896 8.6477405 10.4424654 9.2753328 11.2015355 8.5821175 NA -1.2695122 10.1189238 9.8984137 8.1032332 -1.2695122 13.3475488 9.4919196 10.6957919 5.9981842 10.1540096 -1.2695122 -1.2695122 -0.2696861 -0.2696861 13.1944673 7.3524204 8.9699669 11.2002645 NA 9.0713312 8.2258037 11.8231255 5.7415964 9.2460681 10.3701612 9.4944106 8.6655335 8.9806669 11.3669930 10.7593104 8.2061015 11.0389918 7.6342498 10.2627243 2.0523115 9.1439964 5.4925839 7.8794803 11.4800283 -0.82285000 -0.00528110 0.00000000 -0.00180140 0.80298000 -0.00553750 0.00958830 0.04075100 -0.03777600 -0.83849000 -0.83895000 -0.86129000 -0.00069303 -0.00528110 0.00652620 0.00000000 0.00000000 0.00000000 -0.01491600 -0.00180140 0.00013863 -0.02425100 0.00777830 0.00777830 -0.00697470 0.00555290 0.00041593 -0.85971000 0.81162000 0.04584900 -0.08013000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 9.7978027 6.9639885 6.0702176 6.8543348 -1.2695122 9.4168689 11.0281444 6.6371393 10.2680721 10.6338473 11.1154218 -0.2696861 5.5247846 9.8660776 3.4852594 8.7190530 11.8820192 4.9002920 NA 7.5018579 4.1226893 -1.2695122 8.0064927 7.4616873 9.8788004 9.3358479 11.5497431 6.4168684 0.7304008 2.9002969 -0.2696861 9.1032335 7.5441492 9.1660385 NA 4.1898008 8.1010559 8.8218036 8.9226611 9.2050882 7.9002932 9.4531760 9.9883454 4.3153344 10.2500046 9.3965924 7.3190832 3.1897929 8.6903703 8.5852367 13.5331876 11.0432513 9.3200195 13.0037269 11.7445632 4.6372567 8.5976470 9.9226611 6.1979735 9.7836154 3.2539288 12.5316725 5.3742257 9.5018579 -1.2695122 NA 10.1774516 6.7471766 11.7730537 7.6787353 12.7858203 9.3651794 8.4168689 8.6130115 9.5742894 8.9015451 12.7373080 11.5865254 10.0053288 12.3408165 9.9693701 -0.2696861 10.9278922 9.1429382 9.4735197 8.0409812 7.9300407 8.9711596 12.8439477 7.9102776 11.3533330 6.1649974 7.5280297 7.9027960 11.2878321 11.8333283 9.4203664 0.7304008 0.3153344 8.9543699 11.7986428 10.1102665 6.8388925 11.1469020 10.7883601 12.2040741 9.3358479 10.0807550 11.3009356 3.4852594 7.8204809 4.9398237 9.2992744 3.6845607 9.6304805 1.5377433 8.9994950 12.2493829 9.3769270 11.0409811 8.6402616 2.6372625 14.9573637 7.4339259 7.6191114 7.9713746 10.4251616 6.1733114 1.0522768 9.1618660 9.3876867 7.1439964 10.5109081 4.1566312 8.8165047 7.6130115 NA 10.4269012 11.1021450 9.3246929 NA 10.6936257 9.5051553 1.0522768 9.6758122 2.3153344 9.1226857 7.9077878 8.5930056 9.4801540 0.3153344 9.2242239 1.0522768 10.3952600 10.8382393 10.2973737 11.5465520 10.4164311 11.6302917 10.5961016 10.7808972 6.1226851 6.9782963 10.1908242 9.9404308 NA 4.4582901 NA 8.2000104 9.5340394 8.4480448 NA 9.0713312 9.6045812 10.7832760 TCGA-GL-A4EM 61 0 NA 32 kidney stage i t1b nx mx male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 2 4 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3607242 3.9827928 9.9884153 8.8695035 12.9239606 7.0344523 15.5605144 5.8407729 9.1540009 7.5271110 12.4022243 NA 7.9977412 14.4634126 12.3636125 8.1257487 6.8816438 7.2051833 9.4813076 9.5627351 10.7766649 7.6169965 7.7421241 7.8856683 9.2100055 2.2051735 9.2941605 9.8856683 11.1155046 11.0083917 8.9447226 8.0198798 12.4458433 9.9930857 12.0461858 3.8572644 5.5271110 11.4062568 9.6410022 9.4813076 10.7652430 NA 2.3978303 0.9828020 13.9316446 8.7858454 8.9958808 12.9728947 8.7309836 10.7208829 11.1456016 5.5876530 8.0596062 7.5424864 10.7863837 10.8392162 10.9030393 8.5296851 8.0737854 10.8628843 10.6433809 4.9827928 4.4422203 1.3978030 8.4692906 3.8572644 NA 8.0088532 12.4503962 9.1510450 9.7858454 8.6169968 1.7197530 8.4558200 7.4852908 10.0519271 8.0235370 6.1120746 8.9350466 7.1257482 5.5271110 11.2627881 7.4090557 11.1800074 11.2739614 10.0755479 9.4786457 13.1264928 9.7804522 9.4408555 8.6832305 9.4558200 NA 7.4367473 10.0326392 4.2568069 8.8916236 10.3822467 10.6410022 11.1129322 10.2842869 11.1291472 11.0299146 5.1791886 10.0244499 9.0261643 6.3285654 7.5063528 NA 7.5219498 5.3285672 12.4253887 11.4435878 9.4326271 10.7061672 10.5238873 8.7509749 2.7197530 11.6812754 9.6528568 8.7793710 9.3196692 5.3978269 5.5475763 5.3520240 2.7197530 8.5702557 1.3978030 10.6308486 4.7197584 9.3256061 5.6646137 NA 1.9828020 11.7807224 10.9233490 11.3607242 10.4625710 11.0244499 10.1189275 7.6535652 6.6722768 8.7597720 7.9562489 9.2148118 10.1635287 3.6457593 NA NA 10.0443869 9.6657854 6.8572595 NA 11.5235646 11.5258225 9.4932252 6.5831008 10.6895745 -0.6020875 2.9827837 -0.6020875 6.9447226 12.8066886 7.1257482 8.4394873 11.2164104 NA 8.9977409 9.8186095 10.3396094 4.4852916 10.9452048 10.7992411 9.3447344 9.6023993 8.8654339 11.7471095 10.6669549 10.3024628 10.9145132 7.5777370 8.3950075 4.9524174 8.7465563 2.9827837 6.7016087 10.8474928 -0.00083160 0.00430210 0.00041593 0.37858000 -0.00180140 0.37002000 -0.00401620 0.35643000 0.08796900 -0.00360110 -0.00083160 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6.857259 9.243318 NA 6.832456 9.0434867 9.6843859 10.4679492 8.5602197 8.6855407 10.8162079 9.2019592 2.2051735 10.7679707 9.3403426 7.6646151 5.9676828 9.0434867 5.7728675 12.8432311 11.7251001 8.5475751 12.9963460 12.7847685 5.9524174 10.2612401 9.8008402 9.0344529 10.5925850 5.4639167 12.7670166 5.0416854 8.4201960 3.6457593 -0.6020875 11.1287228 6.9600703 12.0430363 8.2558090 12.0461858 8.4984906 8.4312510 7.6552159 10.7836906 8.7309836 12.9137744 10.9030393 11.3607242 13.1235140 10.4469961 1.3978030 11.5170936 9.6657854 10.4388028 7.4090557 6.6169972 10.0569322 12.6327953 9.6563943 11.3574680 5.9676828 6.8240932 7.5627355 12.0339997 11.7920229 7.9827906 1.9828020 NA 7.4692910 12.6130578 9.1341963 6.0416854 10.2565864 11.6858291 11.9581610 10.4510753 9.3549303 11.2495772 5.9524174 8.6481267 2.8572644 8.9253052 5.1527148 9.5360999 7.2986950 6.5777370 12.2561959 8.2835246 10.7129778 9.0596062 0.3978030 13.6721336 6.4845490 5.9977418 7.3783677 11.1573003 8.3077213 3.8572644 8.8633946 9.1610407 10.1367650 10.8587959 8.8008404 11.7429562 8.7815325 1.9828020 11.5376993 11.6209249 10.4497168 -0.6020875 10.2827619 8.0631642 2.2051735 10.2827619 5.8896804 8.6242406 7.4090557 8.6169968 9.8006377 7.5526460 9.0106968 4.2051813 10.0326392 10.5204556 9.9350466 12.4253887 11.3928887 11.6605104 9.3196692 10.7542802 8.1325378 7.4367473 10.1043242 9.5526462 2.9827837 4.9213887 NA 8.9213902 11.6232285 6.7197557 0.3978030 8.9977409 8.9977409 9.5627351 TCGA-GL-A59R 79 0 NA 378 kidney stage iii t3c n0 mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 3 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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10.0693607 12.9821490 13.6849684 11.0514334 11.1753134 7.4598562 5.8642456 6.1668098 10.4585293 4.9871025 4.2792856 2.8318165 10.0545099 10.8435603 10.1821613 3.1797499 0.3723950 8.9573557 9.6179458 9.3667467 8.9173575 4.8642456 9.8122240 9.9667177 10.7277443 6.4167874 10.6432725 7.4058163 9.1104854 10.9332036 8.2972056 8.1471800 2.8318165 9.8132624 10.0840601 10.3582351 7.5068193 1.3723950 11.0393672 2.6592852 9.2473745 8.0198514 3.0728261 10.4611814 9.6391797 8.5068193 9.5799444 4.9573575 6.0728325 10.3023913 -0.6277165 11.5851935 10.8132624 8.8070213 7.0377292 9.0693260 13.8926435 10.4126829 8.8521734 6.9944451 15.8202997 9.5915616 8.3119726 10.4697670 4.4598578 9.2115970 8.1504703 10.7976091 1.9573575 13.8434332 4.2313710 8.6064200 9.9037746 6.1272804 8.5671499 0.3723950 9.9498220 9.2115970 12.3944141 7.3892011 14.0346571 4.0728347 9.0168264 8.1668088 10.7150234 NA 6.6203210 12.2702386 13.1418178 9.0180516 5.6577943 7.6852758 11.4201987 8.7582555 11.0588937 8.2458374 6.5221405 8.8007534 9.4939267 NA 10.6090054 8.5423180 10.3695726 10.3244063 9.3496731 8.8399986 11.5197921 9.4518779 13.9145182 0.3723950 2.5423076 10.7200145 9.3424990 9.2641768 10.1917740 -0.6277165 3.6203166 -0.6277165 13.1696494 11.0439343 10.2905110 11.9662511 8.1037122 9.6727457 10.7506880 6.3265895 8.5398114 3.8959521 10.9755558 11.1032878 11.3684641 10.0026603 8.9365425 7.2550361 10.3539605 1.9573575 1.6943008 2.5423076 8.7055484 5.4384825 NA 9.3905933 12.2666425 10.0279238 11.9401116 9.1765242 3.6203166 9.6473535 7.4861351 10.6121349 7.8762192 3.3723950 8.9384472 8.4677902 3.3358691 10.4558724 7.4913344 11.6096031 11.6048141 8.6670139 9.1410242 12.2305685 8.8420351 9.8722390 8.7860209 8.8028456 NA 7.7817839 10.5010319 2.8719225 9.7687945 10.1430570 10.7754052 9.9027996 10.2725052 11.4625056 10.4919827 3.1797499 10.1925721 9.8037027 4.6577943 9.3338428 0.3723950 8.6012118 5.8153372 11.7258157 11.0421641 9.3468078 10.2163142 11.0265816 9.3822217 2.1797340 11.1411482 9.1553913 8.2550361 10.5074611 4.9573575 5.3031305 4.3265877 2.1294149 7.2672109 3.1797499 10.6102006 -0.6277165 8.5448207 5.9141866 NA 0.3723950 11.7515007 10.9144577 11.9310530 10.7310444 11.7038700 7.3723932 8.5297401 7.4553404 9.7321427 10.2381264 9.9279409 10.8777085 5.5622180 NA NA 9.9990149 8.9704456 8.2303740 2.3723950 12.6277169 10.6624120 9.9066961 6.1422970 9.8831574 0.9573203 0.9573203 2.9573575 0.3723950 14.3496731 6.5221405 8.5473187 11.4351139 NA 9.0216493 9.2597661 11.7166891 7.4330888 10.6583732 9.8541925 9.4371360 9.3222198 9.0623910 11.8572161 10.3432180 9.8328490 10.2170990 6.9115514 9.7849629 4.7299443 9.4371360 4.8642456 7.8602334 11.0973333 -0.00788630 0.00060546 0.00041387 -0.00443120 0.84435000 -0.00069303 -0.00995650 0.79956000 0.08262100 -0.00788630 -0.00788630 -0.00788630 0.00060546 0.00060546 -0.00041585 -0.00041585 -0.00041585 -0.00041585 0.00652620 0.00819590 -0.00429290 -0.00069303 0.00000000 0.00000000 -0.00995650 -0.00484610 0.00498140 -0.01122600 -0.00995650 -0.06316600 0.08262100 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 10.2303742 6.8236042 6.9944451 7.6247750 NA 9.6716012 9.4371360 7.1168908 9.9384472 11.3998431 9.9441459 6.4704246 5.8481271 9.8471131 3.2792781 7.4002988 11.1049846 8.4677902 -0.6277165 7.2611368 4.3723950 -0.6277165 8.0377292 8.0831995 10.9030921 10.6344880 10.7658641 7.1138599 0.9573203 NA 1.6943008 10.2194505 7.7255401 9.0072042 NA 5.0728347 9.1521124 9.8652478 9.4505440 9.4167872 8.8722390 9.4167872 10.6432725 4.3723950 10.5873193 8.9154250 7.3553863 4.2792856 9.1504703 6.5322640 13.3701901 10.7441698 9.1700547 14.1220531 12.0094708 5.8959545 8.8880930 9.4371360 7.1339447 10.5547875 0.9573203 13.5974499 6.2792837 10.9346356 1.3723950 NA 9.5448207 6.1138609 13.1612134 9.8692470 13.9145182 9.3075583 8.6060128 11.0505531 10.4016804 8.1037122 12.5509024 11.3684641 11.9190465 12.0205260 10.2725052 3.2792781 11.2381264 10.4167873 10.3639151 7.4913344 7.7211211 10.1708650 13.0222107 8.1138604 11.2264823 5.9269814 6.7299456 9.0017499 11.3214903 12.2886458 9.6309593 1.3723950 -0.6277165 9.1087952 12.5338400 11.1100335 7.3892011 10.8236042 11.7119649 12.2477586 10.6344880 10.0693607 11.0514334 5.5016748 8.6807322 4.5423200 8.9981021 4.9269814 9.3738013 6.4167874 8.7365278 11.8774554 8.9115520 10.8236042 9.4181528 3.4598513 14.7644087 6.3082061 6.7299456 7.6358030 10.9815719 7.2427578 1.6943008 9.1322812 9.6321364 8.7474327 11.2986892 5.6012122 9.3780178 8.0866389 3.6943231 9.2792837 11.0602062 10.2679684 -0.6277165 11.5313184 9.3453729 4.6203225 10.0892126 2.3723950 8.5891391 6.9944451 9.1765242 9.5569834 -0.6277165 8.9269820 0.9573203 10.5010319 10.9606393 10.4330891 11.7258157 10.6721736 11.1627416 10.5074611 10.8354066 7.4651501 9.1071028 10.3251344 10.2131711 NA NA NA 8.0658803 11.4661771 8.9479323 NA 9.0216493 7.5221405 11.3853668 TCGA-GL-A59T 46 0 NA 546 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 5 NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5303550 10.3437117 4.7744392 0.0739573 8.8036213 8.9319817 10.3897162 8.4791420 5.3959299 10.5416061 9.5262418 11.2240652 6.0852271 12.1103459 8.1825250 10.3183644 9.3857490 8.0512807 7.3914129 4.8288905 10.1896945 9.9566436 10.6697243 6.8154678 1.3959402 11.1452853 2.4497462 9.0032590 7.7178567 3.6589655 10.9397338 9.1183948 9.7753071 9.5887738 3.8813514 7.6053817 10.8703282 5.7033582 11.2138717 10.0303768 7.4791424 8.5798122 8.1046679 10.9887594 10.8413574 10.0405060 7.8520775 16.0112824 9.1693977 8.5127926 10.1421071 3.4663139 8.4049176 7.7393364 10.5921619 2.5334388 12.9429196 4.7117867 8.5291225 8.9005490 4.9068906 9.0963683 2.7744392 9.4706054 9.3004127 12.7408903 6.6514292 13.9195573 2.0739916 9.6587094 7.0281967 12.0261958 -0.9260427 7.1238493 14.1843208 12.8879821 7.9319814 3.2439280 7.8388724 9.6504849 10.3112105 10.3993060 7.0047385 6.6053817 8.3147921 9.1074235 0.6589198 9.5127924 7.9688183 9.9988131 9.9147786 9.9312041 7.9748671 11.9498632 9.2007052 13.6084859 NA 4.7744392 11.5228912 9.5507468 9.2071427 10.1218061 -0.9260427 -0.9260427 1.6589655 13.7514450 10.6481210 10.3153879 11.6706562 6.1825255 10.6631835 11.5324072 3.7178573 8.8619033 4.8288905 10.8095566 12.0603760 12.0628539 9.5231493 8.8893838 8.9853926 10.9132044 5.1614645 -0.9260427 4.4663204 9.1333449 4.8019191 NA 9.5678561 12.4132939 8.5578163 10.0289238 9.1812176 NA 8.7605011 8.0311024 10.4298636 9.5608357 4.4663204 8.9226236 5.0512807 3.1614685 11.2310316 7.3219281 10.9950976 10.9447506 7.5334325 9.7151492 13.0621527 9.1667576 9.2032836 8.3501250 8.8586353 -0.9260427 5.8553594 10.3034203 0.9058900 9.2242301 9.1759764 11.3871671 9.4716752 10.2097098 12.6470560 10.4950134 1.6589655 10.5138315 9.5795243 2.3959402 8.7813597 NA 6.3959282 4.8288905 12.1319923 11.2548421 9.3981810 10.3976184 11.2788773 8.4004299 0.0739573 11.0285531 9.8610869 8.7744402 10.4517534 2.5334388 5.5002667 3.0740087 4.0281978 8.2338718 1.6589655 10.1494798 -0.9260427 8.6073303 6.1508155 NA 1.6589655 11.6636517 11.0318281 11.5049758 10.5169441 11.4074355 8.6923860 6.2398124 6.8333557 8.1183945 9.5837755 9.1387433 10.4495831 8.1825250 NA NA 10.1122337 9.3709169 7.2980021 4.2032873 11.7826534 9.4425071 8.8238700 7.2846233 10.8757090 0.0739573 -0.9260427 -0.9260427 -0.9260427 13.8374205 6.0852271 8.2032834 11.0803267 0.0739573 9.1654359 9.2053045 11.1594730 7.0397843 10.3772105 10.4260440 9.3536111 8.6570833 9.1548181 11.6119469 10.3425426 9.9045159 10.9096563 7.3076207 9.8087102 2.9808844 7.8553600 4.5658530 7.0337126 11.8370054 -0.01464100 0.61770000 0.66420000 -0.00415460 0.69623000 0.00000000 -0.00968060 1.36520000 0.19649000 -0.01464100 -0.01464100 -0.01464100 0.61770000 0.61770000 0.66420000 0.66420000 0.66420000 0.66420000 0.00346870 -0.00415460 -0.00719580 0.00000000 -0.00041585 -0.00041585 -0.00968060 -0.00235530 0.00013863 -0.01519100 0.70438000 -0.04521900 0.19649000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 9.1238490 6.6589626 7.9100508 7.8334562 -0.9260427 9.7569952 11.0358120 7.8033155 10.0970619 11.8577151 10.8150461 -0.9260427 6.6960523 9.9420514 0.0739573 6.2032834 10.4944872 5.0512807 -0.9260427 7.6887105 3.8288854 -0.9260427 8.3777814 7.1929418 10.4411805 10.0128450 11.3955482 6.9808913 1.0740258 1.3959402 1.3959402 10.2483021 6.1929418 8.7779043 -0.9260427 5.8154678 8.8305570 9.4381352 10.4353961 9.5768324 8.3052218 9.4403227 10.4293517 2.5334388 10.7835153 10.2084269 7.9226236 4.9068906 8.6831792 7.4227283 13.8819592 11.2868009 9.0527110 13.7544700 11.9021371 5.2638269 9.7295314 10.2256514 9.5283000 10.7065414 3.3219281 13.8610869 3.7744392 9.8095566 0.0739573 NA 10.9194906 6.6514292 12.6171533 8.7196589 13.6084859 8.3914133 8.3981810 9.2797937 10.9909997 6.1825255 12.0970618 12.0628539 10.9778824 12.2498620 9.8594531 -0.9260427 10.8925827 9.4876284 10.3058218 7.3219281 7.9596971 10.1380697 12.5455488 8.0683543 10.8175727 5.9688188 6.5975625 8.4981667 11.5560522 12.1849732 8.6570833 NA NA 8.9642649 12.4684633 10.5822212 7.0796256 10.1149752 11.4312776 11.5474527 10.0128450 9.3720632 11.2473654 5.4833902 8.2858890 2.9808844 9.1521515 3.9808936 8.6073303 6.0852271 7.6362432 12.5014431 10.1067351 10.6039191 8.7639984 1.6589655 14.7424147 6.9187380 7.1019064 7.5456758 11.2442386 7.0397843 2.0739916 7.6362432 9.5778263 9.5405868 11.2338719 6.9988127 10.2407913 8.0768156 0.6589198 9.6457532 10.8688226 10.1922928 NA 9.8163099 8.5558001 1.3959402 10.5293278 0.6589198 7.4093909 6.4663188 9.1812176 9.5152331 2.0739916 9.9068906 0.0739573 10.3034203 11.0918529 9.7169547 12.1319923 10.9714679 11.2154691 10.4517534 10.7348878 7.6701903 8.6150973 10.0347266 9.3834769 0.6589198 0.6589198 NA 7.8454901 10.9044881 8.2955876 -0.9260427 9.1654359 8.1614635 12.0694144 TCGA-GL-A9DC 66 0 NA 392 kidney stage i t1b n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 8.323232e-07 6.66666666666667 23.3333333333333 16.6666666666667 23.3333333333333 30 7.5832904 10.5453345 11.0756084 8.9135581 9.7989469 8.9531989 6.7290075 9.9903939 9.0280757 0.8897850 0.2402533 5.0395508 5.7352947 5.6971594 6.8670835 10.6542608 11.7541834 7.9204708 12.4667605 10.5081801 12.5756476 13.6715585 10.7135691 11.2702649 7.3574095 6.7918167 6.7290075 11.1484641 6.2906824 4.6446927 3.5902427 10.2533911 10.5617871 9.9752762 2.3492237 1.4747735 9.1635994 9.1554189 9.4766435 8.7755003 5.4443921 5.5336599 10.0054978 11.1023002 4.7477848 8.8279130 7.1041228 10.7183371 10.3690788 8.4766437 7.7035852 2.9772616 9.6571607 9.8584706 10.4625040 7.7570826 1.6971511 10.9255652 4.1197795 10.0734392 8.0009397 5.0395508 11.0087449 9.9450862 7.4250791 9.7787753 3.7477848 6.3244326 10.5591318 2.5902427 12.3526895 10.5286922 10.2517476 5.2821210 9.5797668 11.7783568 10.5789282 9.1643916 6.9066116 16.2248016 9.4366982 8.4366982 11.1401022 4.4747670 9.0471506 7.4055040 10.1624336 1.8897850 14.1919072 1.7012829 8.5881090 10.1924427 5.9341980 8.9719527 0.4747735 9.7686210 9.5841617 12.6969575 8.0087451 14.7336952 5.3816572 9.6337966 6.9825613 11.4000735 NA 7.8264417 13.5398458 12.3896497 8.3975985 5.5336599 7.8146164 10.9746122 8.6379967 11.6461516 9.2648432 7.2864090 9.2853379 9.2670144 1.2117598 10.5386108 8.0267951 9.8381710 10.1353566 9.0870204 8.7632479 12.1439895 9.6907038 13.0135211 2.4747735 4.5045123 10.8410885 9.7427234 8.2928158 10.5980255 0.8897850 4.0190881 -1.1102928 13.7655052 11.3358532 10.4491809 13.0381215 8.9825610 9.7578547 10.6760734 2.5902427 8.3181641 7.6074805 11.5869886 10.7996969 11.6236813 10.3435889 8.5497997 8.0672235 10.6534312 3.5902427 -0.1101371 3.2117287 8.4386255 5.5902427 0.4747735 8.2735080 12.9296653 10.1477809 11.5280135 9.2117319 3.4133639 9.5227990 7.2207208 10.1929281 9.2495534 5.1935865 8.5063528 3.7966912 4.8670860 11.0565946 8.3856588 11.8062431 11.1545396 7.9177098 9.1270139 12.3398552 9.2991947 10.5622292 7.7601684 8.2495534 -0.1101371 8.4153247 10.2976026 2.4950555 9.1484522 10.0074470 10.7043863 10.3680678 10.3685735 12.0370088 10.8149873 2.0597360 9.5127707 9.6283183 5.8205415 8.0992573 0.8897850 7.6612936 6.2561256 12.4027911 10.9548833 9.8160998 10.5648788 10.4074732 9.1305953 2.2117287 10.9093216 9.1981430 7.8841571 10.7804481 4.4747670 5.1935865 2.0597360 2.3187507 8.1353563 1.8897850 10.6886806 2.6971511 8.3181641 5.2512230 0.4747735 0.8897850 11.7659370 10.9795853 12.0807088 10.7333324 11.8443637 8.1258179 9.5035656 6.7544239 9.6329552 10.7329397 9.8490813 11.7425284 5.2117326 -1.1102928 NA 9.9619364 8.9904662 8.3181641 NA 12.1445372 9.8138740 9.9832214 5.4091261 10.1670912 NA -1.1102928 0.8897850 2.6971511 14.9270719 7.8897193 9.1659283 11.4843617 0.4747735 8.9218496 9.5829859 11.2410192 7.0139256 10.3322290 9.9963667 9.3213015 9.0152174 9.1436513 11.8218340 10.8293830 9.9599247 10.5332091 7.0845607 9.6379967 3.7966912 9.7187337 5.1377330 7.1862153 10.5876402 -0.01739100 0.00523730 0.00027728 -0.01070600 -0.00360110 -0.00512270 -0.01656700 0.73473000 0.04783600 -0.01739100 -0.01739100 -0.01739100 0.00523730 -0.00110870 0.00027728 0.00027728 0.00027728 0.00027728 0.01112100 -0.00263220 0.00485790 -0.01312700 -0.00443120 -0.00443120 -0.01656700 -0.01174900 0.00833510 -0.02008400 0.75681000 -0.07907700 0.04783600 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2610359 6.7035852 7.1518984 7.3648884 NA 9.9957123 9.8490813 7.8664537 9.0697129 11.2312698 10.5395091 5.6971594 6.1471907 10.0382805 3.5902427 7.0845607 10.8469059 3.7966912 -1.1102928 7.9341980 3.7966912 -1.1102928 8.2139844 8.0597289 10.8771496 10.6542608 11.0257695 6.6177246 0.4747735 NA NA 10.0267949 7.3695843 9.2539385 NA 5.1935865 9.362495 10.234654 9.168253 10.365537 8.935563 8.511856 11.016831 5.019088 10.535462 9.128209 7.452046 3.934196 9.530952 7.977267 13.655919 10.556028 9.542649 13.672393 12.293482 7.008745 9.893322 10.075918 8.823495 10.279973 1.474773 13.469473 5.316070 11.861347 1.211760 NA 9.875646 8.411404 13.060668 9.793686 13.013521 9.547122 8.936928 11.319734 11.052510 8.982561 14.175242 11.623681 11.928551 12.368700 10.492967 1.889785 10.781208 10.447267 10.015863 8.385659 7.906612 9.851254 12.985778 8.338952 11.614742 6.610902 6.838171 9.012632 11.549354 12.549800 8.891212 NA NA 9.075918 12.554584 11.208601 7.286409 10.974280 11.4436731 12.5487963 10.6542608 10.5081801 10.7135691 5.4133673 7.9719527 4.9772662 8.8784884 4.9772662 9.3926356 4.7477848 9.1282086 12.4069700 9.9558930 11.0644175 9.8153583 2.3492237 14.5191889 7.7496489 7.2296542 7.7518834 10.7226938 6.9983287 8.1401022 9.0572220 9.7352939 8.8140226 11.6868573 6.3975976 9.4434330 7.8116451 3.5902427 10.2139844 10.7974456 9.8996324 -1.1102928 11.1510173 9.1786698 3.8440039 9.9832214 1.2117598 8.8026931 7.6278964 9.2117319 9.3475335 0.4747735 9.2229591 NA 10.2976026 10.6014708 10.5538066 12.4027911 10.4064887 10.8216494 10.7804481 10.6509394 7.3856588 8.2184790 10.0363726 9.9878359 0.4747735 3.6971622 NA 8.3076562 9.2532597 8.7617091 -1.1102928 8.9218496 8.9204711 11.2097581 TCGA-GL-A9DD 69 0 NA 341 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma 20 1956 white not hispanic or latino NA NA 1 2 3 6 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 7.97643e-07 4.59770114942529 17.2413793103448 17.2413793103448 26.4367816091954 34.4827586206897 9.2982285 10.8014231 10.4866615 10.4204104 10.0662612 9.2005468 -0.9567955 8.7996728 8.4589418 NA 3.2918835 4.9258428 6.4694644 6.7014118 6.5745814 10.4494049 11.8764853 7.7226798 11.3993767 10.1260142 12.0186896 13.8358641 10.9754147 10.8867284 9.5549525 5.6431116 6.8760896 14.1036847 6.5270156 2.8505594 5.0432001 9.8713364 10.5920218 10.3566498 5.1724835 2.6281670 8.8760899 9.2659947 11.8216877 8.4269042 5.5189348 5.0432001 9.3908214 11.0057344 7.3785905 12.2509768 8.8776709 10.4024004 9.4694646 9.1306627 8.9011810 4.7156243 11.5625904 10.2833949 10.1666747 7.6168473 2.0432045 11.0289600 2.6590797 8.6733395 7.7226798 3.5026361 10.7266332 9.6560683 8.1038957 9.7502915 3.3651326 8.5249992 10.4899834 2.7436442 11.7613046 10.2037016 9.7838240 7.2526531 9.5370454 10.1352963 10.6168471 9.4127972 8.2768195 15.6657522 9.3297576 8.5370553 10.0731773 4.3285995 9.2911274 7.6870558 12.4588096 6.4182389 12.7098677 4.4525888 8.7724469 8.3628718 6.5430457 8.6111558 0.6281670 9.6834449 10.2055912 12.5095313 7.4182397 15.6522848 5.3286031 9.9525004 7.9042866 11.3132032 0.0432045 8.3963466 13.5982683 12.2741210 8.6225157 8.0318848 8.1146622 10.5092763 9.9470817 10.6761951 8.1543356 7.6725562 8.9590792 9.4494050 2.6281670 10.0190479 8.2206192 10.1840297 10.0460149 9.2206194 8.5977889 11.9079954 9.2055912 13.8657707 1.6281670 4.1306591 10.6149525 9.5797191 8.7014115 10.3372462 0.6281670 2.7436442 3.0432045 13.6327340 10.4531211 9.9783650 12.4492720 8.5549525 10.2404165 11.3372462 3.9011855 8.0875938 5.6281612 10.9668988 10.7005184 11.7775369 9.9568373 8.9857145 10.7353794 10.6229873 5.0204800 0.6281670 3.5667665 8.8633788 5.4694660 1.6281670 9.6915575 12.0102460 9.5618531 11.0244103 9.8155144 2.0432045 9.8689537 7.4985269 9.9694588 10.6500678 8.0261936 8.3099865 6.3919275 5.9258428 10.8039198 8.5706770 11.6611264 11.4523256 8.8505547 9.1682517 12.5684760 9.1916764 9.2696120 9.4913162 8.3538129 1.0432045 7.7540063 10.2617632 2.0611195 8.9512323 10.0133058 10.5598849 9.7156252 9.9365015 12.1206832 10.4944110 2.8505594 10.5618531 9.2808519 5.0204800 8.0627904 NA 7.0766232 6.7366874 12.1484537 11.1900867 9.3424078 10.4819917 10.1699043 9.3309122 0.0432045 10.9245127 9.0766230 8.3146630 10.7362511 3.7980920 5.9620631 4.7436388 5.7540056 7.7812922 3.9011855 10.3763552 1.3651326 9.3181605 6.3738483 -0.9567955 3.0432045 11.5000676 10.5450370 11.6149525 10.3228105 11.6549164 9.2243522 8.8045350 6.2284724 7.7677137 10.2131249 9.6761951 10.9327038 8.3874957 NA -0.9567955 10.0889595 9.1789091 8.7863513 5.9380176 11.5556935 10.7672873 9.9545918 6.8713361 10.2569117 1.0432045 1.0432045 1.3651326 2.6281670 14.0243212 7.7540063 9.1038957 10.6579097 NA 9.1464877 9.3998609 11.1881767 7.9011807 10.6187392 10.4339063 9.6906584 9.2379568 8.9724583 11.3291800 9.9952130 10.1432051 10.4214947 7.9166438 9.3297576 3.9500951 9.3718749 4.3163413 7.6103952 11.1415610 -0.00318590 0.00875280 0.40261000 -0.00290910 0.41312000 0.00041593 -0.01078400 0.41028000 0.07915900 -0.00318590 -0.00318590 -0.00318590 0.00875280 0.00875280 0.40061000 0.40261000 0.40261000 0.40261000 0.00000000 -0.00290910 -0.00069303 0.01293400 0.00124810 0.00124810 -0.01078400 -0.01161100 0.00025018 -0.00318590 0.42385000 -0.02493500 0.07915900 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 9.4673661 6.8760896 8.8097289 7.7946433 2.8505594 9.5270156 8.5939468 9.3247591 10.7310130 11.3124610 10.1549877 3.4355219 5.3651291 9.9944845 3.4355219 6.2720195 10.9338441 6.3919275 NA 7.4051440 4.2911246 2.2131295 8.5290291 8.0403796 11.0260687 10.4494049 10.9193101 7.8886897 0.0432045 -0.9567955 2.0432045 9.5400536 8.1038957 9.1776261 -0.9567955 7.4610521 9.6006636 9.9220172 9.6196843 10.5881643 8.3309124 9.7182748 10.4913162 3.1306673 10.4247428 9.5320442 7.0032019 4.7156243 9.2156274 5.9011807 13.4711674 11.1718387 9.4127972 13.4102733 13.0086234 6.6942520 8.8030882 10.1119782 10.1833906 10.3297577 5.2330252 13.0416140 3.9011855 9.8808278 2.2131295 NA 11.0215528 7.9197167 13.0650474 9.5569275 13.8657707 8.9440666 8.4799116 11.7427723 10.7897142 8.5549525 12.8671641 11.7775369 12.0242320 12.1343046 10.0984823 -0.9567955 10.8972891 9.9930265 11.3735566 8.5706770 7.6834445 9.7401675 12.7639785 10.4285231 11.2271423 5.0204800 6.8824034 8.3469808 11.3727159 12.4432788 8.4007518 1.3651326 0.0432045 9.2453238 12.5332986 10.6540218 7.1980177 10.5405527 11.5033998 12.1186790 10.4494049 10.1260142 10.9754147 6.2428730 11.5270157 5.1724835 9.1750570 5.5026329 9.4106146 7.3785905 8.2982285 12.4863934 9.0779989 11.0481225 10.0003019 2.9500951 14.2461654 6.3027541 7.1146627 7.9518926 10.7379930 8.6579097 5.5509930 8.6486793 9.7745189 9.2792140 11.5709212 7.5470256 11.7955805 7.8212772 0.0432045 11.1795502 10.9193331 10.4220366 0.0432045 10.7423385 9.0389670 3.4355219 10.5794471 2.7436442 8.5209581 7.3651282 9.8155144 9.5135434 4.9500904 9.6281624 2.6281670 10.2617632 11.0875940 10.2055912 12.1484537 10.9046746 11.0804036 10.7362511 10.6073494 7.5229801 9.3041195 10.0731773 9.8505547 2.0432045 -0.9567955 NA 9.8673631 11.5437132 8.5997061 0.0432045 9.1464877 8.9470817 10.9720883 TCGA-GL-A9DE 74 0 NA 496 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 4 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.358249e-06 1.005724e-06 7.21649484536082 22.680412371134 21.6494845360825 29.8969072164948 18.5567010309278 9.6042091 9.4388540 10.9191223 11.3217599 10.0725638 6.6066480 -1.1877072 8.7248221 8.6147485 NA 1.1712068 4.3357976 10.4474970 5.2551759 7.3668214 10.4677630 11.7862883 7.2716638 9.2290298 10.1414624 11.5399400 14.9675203 11.2037444 10.7437085 9.1959366 4.9251402 7.8037540 9.3906049 3.7664255 NA 4.0216840 9.7700598 10.3499360 10.4004784 1.6196008 -0.1877072 8.5853716 9.7070500 9.5629392 6.9049898 5.3971937 4.7429709 9.3367739 10.5541206 3.2045477 11.9104289 8.4379410 10.5927720 7.9102644 7.8456550 7.4415889 1.9821448 9.8129365 10.0380421 10.4864245 7.4195625 -1.1877072 11.9227090 2.8748756 8.9298753 8.2920124 0.8122107 10.6833674 9.3811384 7.9311730 9.5965726 1.9821448 6.6514364 10.7767717 -1.1877072 11.4184061 11.0225992 2.9821631 0.3971458 9.7743908 11.7497900 10.8514940 8.5903093 6.1959361 15.8465906 10.0860278 8.3259597 10.9787092 4.2716647 9.1565281 6.7310950 11.6875977 2.5126820 12.8582478 2.9005481 8.4523685 10.6541896 6.4488564 8.9402267 5.1520820 10.2237433 7.6131323 13.2425541 7.3706525 14.6375610 5.0976361 9.7390694 6.7780167 12.0227514 NA 2.5126820 13.9477011 12.2514138 8.5195914 4.7895102 8.2798376 10.5800029 7.9337656 10.8542336 8.6050224 6.2468603 9.6979286 9.0241205 NA 9.3070878 8.6050224 10.6167667 10.5956398 7.8783213 8.1251153 11.5658167 9.5427024 12.9490632 1.1341552 1.1341552 10.2458177 10.5291031 9.7459228 10.8857044 NA 5.5536984 0.3971458 13.6932028 11.0032915 9.5696223 13.7223596 9.2665315 9.7902276 10.9230418 2.5126820 7.2551759 4.7429709 10.6667111 10.5113709 11.9054253 9.8850348 8.3839850 11.1634476 10.7580419 -0.1877072 -1.1877072 -1.1877072 9.0216857 1.6196008 -1.1877072 9.5477883 10.9676830 10.6541896 10.2925175 7.5837214 1.8122518 9.5754447 8.1872719 9.9120336 12.7376940 6.5401528 9.6632003 1.8122518 4.6280620 11.3898971 8.4379410 12.5812436 12.0259440 9.1182941 9.4158586 12.6138396 9.0119045 10.1409072 9.0577849 8.0906820 NA 7.6324115 10.2195000 2.4537809 10.6234865 9.7664285 11.7492382 8.6561535 10.2018636 10.3155611 10.8593562 0.3971458 9.8009169 7.6238961 3.7664255 4.3971937 NA 5.4121447 6.0020566 12.4874175 11.3045862 9.8695471 10.3362842 11.2382348 8.8983686 3.2716647 11.1280724 9.1883576 7.5091994 10.5178646 -0.1877072 6.4704441 2.8996977 1.8122518 5.8996953 4.1341634 11.1744501 1.1341552 7.2426844 5.6195861 NA -1.1877072 11.4908324 10.9752529 11.4688806 11.0707983 11.3761435 11.2826369 8.8359866 5.7990977 7.8428997 10.9395818 10.3596088 11.5978890 2.3972006 NA NA 9.9076293 9.0941622 8.5004826 3.7664255 11.2460785 10.2655029 10.0866104 5.3956901 9.3792376 -0.1877072 0.3971458 3.1341552 4.8783232 12.4018834 7.2216229 9.3000722 10.9482621 -1.1877072 8.9298753 9.2348962 11.2282380 7.2716638 10.5989103 10.4850995 9.6131321 9.1228451 9.0410510 11.1626190 11.3887166 9.9016827 10.5717044 7.7221251 9.3370873 2.6195773 8.5804165 3.3959950 7.1061640 10.8097646 0.00221930 0.00000000 -0.00289270 -0.00207840 -0.00166290 -0.00055444 -0.00512270 0.00374650 -0.00235530 -0.00159560 -0.00159560 0.00221930 0.00000000 0.00000000 -0.01106000 -0.01106000 -0.01106000 -0.01106000 0.00138680 -0.00761580 0.00430210 0.00166420 0.00583090 0.00583090 -0.00435250 -0.00013862 0.00430210 0.00861350 -0.00249380 -0.00193990 -0.01126400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.6709904 7.2675592 7.0883568 7.5161704 0.3971458 9.6427474 10.4241792 6.4666532 9.7729583 11.6551561 10.3754285 4.0976361 6.1697847 10.1476227 2.8122312 8.4881892 11.1125848 1.8122518 0.3971458 6.2468603 4.5401513 NA 8.8150473 7.0976340 10.7163664 10.4677630 11.4026228 6.6825972 -0.1877072 -1.1877072 -1.1877072 10.3125762 7.3279325 9.0289782 -1.1877072 5.4704425 8.8079995 10.0707982 9.5494795 8.9607089 9.4864246 9.1872716 10.2242728 3.2716647 9.5629392 9.3571968 7.6195869 4.3357976 9.9556155 3.1341552 13.5583266 11.1467849 9.1598537 13.4296997 13.0144273 6.2045496 9.3239849 9.1774611 6.9871583 9.6340062 2.7191177 12.5308721 4.0601598 10.5654490 -0.1877072 0.3971458 10.4269421 7.4952267 11.7002144 8.9376457 12.9490632 9.4934706 8.6979288 4.8122312 11.6482826 9.2665315 14.4816156 11.9054253 10.6530102 12.9519435 10.2742232 -1.1877072 11.5386633 9.9466586 10.7870053 8.4379410 7.5091994 9.7569444 12.7485941 8.8470313 11.2093614 NA 6.3971954 7.4121447 11.6946843 12.3987202 6.6702129 NA NA 9.8715768 12.6272152 10.9616015 6.4775689 10.9610266 10.6998336 12.3393427 10.4677630 10.1414624 11.2037444 4.1341634 9.4837733 4.5935928 9.2342970 3.1341552 9.4424994 3.2045477 7.6482828 12.4503231 10.2018636 10.8442780 9.6363955 1.6196008 14.5302299 6.9566352 6.6825972 8.6748388 10.9437677 6.9971072 2.8996977 8.9285761 9.6678794 10.6344047 11.1165835 6.4269423 9.8990319 6.4846570 NA 12.7288582 11.2673026 10.3249727 NA 11.1741760 9.6647617 -1.1877072 9.8681924 9.3050868 8.8023361 8.2899907 7.5837214 9.6450432 1.9821448 8.6292160 -0.1877072 10.2195000 11.1924227 10.4214110 12.4874175 11.4121451 11.7657012 10.5178646 10.6596812 8.0192466 6.3896615 9.4793438 9.3445882 -1.1877072 NA NA 9.6001348 11.8532907 9.1114404 0.3971458 8.9298753 9.2152442 10.7013559 TCGA-HE-7128 NA 0 NA NA kidney stage i t1 nx mx male NA NA NA NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 2 3 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.3624565 14.3449941 11.0253908 11.3663036 9.7190088 4.0911074 7.9713062 11.8937881 4.1615008 1.9391137 4.4971014 10.1217774 10.6267744 9.4211307 4.3237736 -0.2307360 9.2006797 9.7783109 12.8781149 9.5668437 4.4416096 7.0499531 10.4868585 10.8271739 5.4556823 13.4456351 9.3466110 9.6012811 9.8005387 8.3578968 7.1828105 5.0171113 12.3373758 10.3447214 10.3252092 7.5765373 0.3541136 11.0367355 3.5084920 8.8566450 8.0099736 3.0171024 10.6858081 10.0087807 8.6456991 9.5051951 3.2286186 9.4247128 10.1748555 3.0911074 12.3851566 9.0672448 10.7153574 7.5373667 10.7981208 13.1230182 10.3980833 9.1145875 8.6639999 15.3325870 9.6209313 8.1657869 11.2687789 4.5240699 9.4539307 7.0028015 11.4745985 4.4130389 14.2460549 2.3553546 8.1872877 7.5765373 6.8135760 8.8285265 4.3541418 9.5933454 9.5797538 12.3874529 7.5668433 15.1126033 5.2610343 10.0188112 8.2306618 10.6643787 NA 6.5635975 12.3522649 12.3576626 7.5797541 11.1442216 7.7804092 12.1566610 8.7291840 10.9299990 8.6548784 7.8081012 10.3068859 9.1614995 0.7691793 10.5081188 8.4076179 9.8579704 9.7811082 8.7219235 8.6456991 12.5739384 8.9328319 13.9797013 1.9391137 2.8566471 10.3314245 9.5257385 8.1679259 10.8433236 NA -0.2307360 1.5765221 13.5372114 9.7705904 9.4389530 10.9828939 10.2509816 8.5973185 10.7094958 5.3237700 7.6548787 5.2449137 11.6378118 11.2383152 11.2561956 11.1569302 8.8632599 11.1620362 10.9453553 3.6760755 0.7691793 2.0911243 8.3352363 7.3390376 -0.2307360 9.7839001 12.4837497 9.7719971 10.0365540 10.5114916 2.1196882 9.2193624 6.8933040 9.4386519 10.4044469 7.5829631 7.0683903 5.2286148 6.6700486 10.0347972 9.4039932 11.6523982 11.3769748 9.6925097 8.4885708 11.7208311 9.0511121 9.3884851 8.6518252 7.3276029 -0.2307360 8.1806929 10.7309935 0.4872805 8.5265720 10.0069897 10.6197597 9.4988029 10.1496432 11.3989941 10.6154560 1.7691793 9.9061733 8.8293378 4.8352723 7.2408571 NA 8.3522651 7.3728085 11.9136811 11.2149730 8.4003590 10.6170226 9.6991803 9.0218475 -0.2307360 10.7149917 8.6426261 8.1134781 11.0726775 4.3237736 4.9391090 5.5505406 2.8179506 7.8271737 3.6271632 10.6306568 1.0911243 9.9877454 5.4023231 -1.2307360 4.2286109 11.5278218 10.3695597 11.8198811 10.7124296 10.6337552 8.7204669 9.2985151 5.7703084 8.2058939 10.9682410 9.5619724 11.4282861 6.6395462 -1.2307360 -1.2307360 10.3073711 8.2829096 9.0603528 6.0075880 12.5375733 11.3259277 9.7262842 5.2408562 10.1859797 NA 3.3541418 3.7691793 1.9391137 15.1911155 8.9201986 8.3256882 11.0386011 NA 9.2408574 9.7379353 11.4206824 6.1179111 11.2702730 9.6858081 10.0039996 9.2027676 8.8053557 11.5017736 9.9792447 11.5386068 10.5757318 8.5439691 9.0312769 4.4416096 9.2017240 4.3366047 6.3701364 10.0803628 -0.00166290 0.00944910 0.35661000 0.27111000 0.35643000 -0.01037000 -0.01416200 0.34145000 0.11814000 -0.00166290 -0.00166290 -0.00166290 0.00944910 0.00110930 0.35512000 0.35512000 0.35512000 0.35512000 0.00110930 0.27111000 -0.00470790 -0.01037000 -0.00069303 -0.00069303 -0.01416200 -0.00968060 0.00000000 -0.00401620 0.34258000 -0.02109800 0.11814000 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 9.802605 6.657926 9.631044 7.018390 4.931877 9.195447 11.824634 9.916374 10.856645 10.743253 10.451299 4.054588 5.427395 9.013546 5.308343 6.135504 11.160694 5.228615 -1.230736 6.091110 4.292745 NA 8.570082 6.959006 10.815140 11.194136 10.519977 7.012356 NA NA NA 9.369095 7.777611 9.466150 -1.230736 6.627163 9.665515 10.179633 9.095612 11.814601 8.378361 9.121226 11.247952 3.856647 10.408975 9.151806 5.929052 4.998001 9.671557 5.178571 13.931023 9.935973 9.776910 13.094488 12.545718 7.934089 9.020665 9.736408 11.929211 10.271517 5.469622 12.960935 3.469626 9.028925 -0.230736 NA 10.329515 10.083765 13.727327 8.890716 13.979701 9.309310 9.350383 11.591355 11.302755 10.250982 12.974823 11.256196 13.342060 12.452615 11.007288 2.676064 10.663621 10.260534 11.487073 9.403993 7.261035 9.570891 12.743059 11.541497 11.471138 5.627163 5.261034 8.367235 11.005196 12.250477 8.420234 NA -1.230736 10.193348 12.514436 11.239584 6.582964 10.748607 11.5290703 12.4216911 11.1941358 10.7461042 11.0253908 6.9441076 11.5188421 5.2927449 8.6895350 5.7804098 10.2234814 5.4556823 9.6162395 12.8395497 9.1168035 11.4209066 10.5161163 0.7691793 14.7716016 7.3821242 7.3199286 7.2901940 10.3299926 9.7852940 5.6518238 9.1289318 9.5749261 8.9868611 10.5381935 10.8227687 12.7349665 7.4696223 4.4130389 10.9198815 10.4635400 10.1684600 -0.2307360 11.0953307 9.5644102 4.2286109 10.7507494 3.8135760 9.4565579 7.2966593 10.5114916 9.5625578 7.9761964 9.8619392 1.5765221 10.7309935 11.0778056 10.7266470 11.9136811 10.3361875 11.0182956 11.0726775 10.1206736 7.1528861 9.6387760 9.2917638 9.5869653 1.5765221 1.0531113 NA 11.2449156 10.7005993 9.7929365 1.5765221 9.2408574 8.5089626 11.1700616 TCGA-HE-7129 NA 0 NA 2492 kidney stage ii t2 nx m0 male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 5 2 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2357718 10.2313800 6.9006277 8.1739519 2.7742916 10.1742568 10.0800284 8.3145588 7.3784483 0.5518851 8.3826794 9.6446570 10.5784234 7.4904995 2.5172253 11.2209636 3.6665407 8.0920409 7.8465209 -1.0329790 11.1100017 9.6582447 8.8210265 9.4736913 5.7871164 3.2523400 10.0431617 0.5518851 12.0940450 9.8760804 10.1283843 7.4786904 11.0822997 12.9087186 9.9452903 8.4119524 9.0242524 15.9124441 9.5908189 8.3994792 9.8613762 4.9211316 9.1185881 8.2243254 11.3017693 -0.4481149 14.7351476 5.0407566 8.7596382 9.2354794 5.3592541 8.4865736 -0.4481149 9.6503707 9.5215262 11.5951551 7.3952976 14.6067585 4.6948579 9.8685774 8.0583728 11.3632746 -2.0332742 6.5593939 12.5829118 12.6761289 8.4617929 1.7742916 6.6811836 10.7694537 8.3473986 10.9438594 7.3441476 7.5668502 8.4517605 10.0383997 -2.0332742 10.0444208 7.7934856 10.5212864 9.1437340 9.3441479 8.6215735 11.2113413 9.5162407 15.4640329 NA -1.0329790 10.8347953 9.5724725 8.5424767 10.9395583 -0.4481149 1.4263721 2.1368476 12.6668351 8.7982446 10.1208060 10.4605427 10.2540726 9.2302066 11.3402104 0.9669472 8.3266870 4.0962197 11.9071592 10.4667833 11.7090078 10.5754232 9.2832190 6.3244902 10.4342882 7.6621656 -0.0331266 4.9327226 8.9605835 7.7084045 1.4263721 9.8426868 12.5170228 10.2704328 12.2984842 10.0490864 4.3431946 9.5386901 7.1666100 10.7188266 11.2318197 3.4587888 9.2984143 4.8617569 2.9669288 10.9076181 9.0383997 12.7565729 11.5327535 7.7050296 8.0636523 12.3175313 9.1084061 10.0682566 9.1769999 6.8587208 NA 8.5002671 10.5804967 0.3343394 8.8843693 10.4414038 10.8063381 9.8587211 10.4276492 11.1795858 10.8318973 NA 10.2849152 9.0945900 2.7742916 8.6384786 -1.0329790 7.2360640 7.7887112 11.5149163 11.1499524 9.4109168 10.4990498 10.4848528 9.2190114 1.9669472 11.0934063 8.9291104 8.0936420 11.3452322 4.5215282 4.7998282 2.5519097 NA 5.1763906 2.7218320 10.5887604 -0.4481149 6.3805650 5.6984602 NA -1.0329790 12.0002744 9.8330572 11.5555349 11.0075696 11.1465355 7.6931559 9.9189214 7.4932214 9.3101231 10.9176755 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.905 0.905 0.884 0.884 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.907 0.000 0.000 0.000 0.000 0.000 0.000 1.568 1.568 0.000 0.000 0.000 0.000 0.139 0.139 10.1915420 6.1763906 6.3932017 7.7226429 -0.4481149 9.7239106 12.2955422 6.3459250 9.2372327 11.1819789 10.6300507 -2.0332742 5.9893048 9.6786044 5.4587921 7.5002675 11.6776362 4.8617569 0.2888901 7.1981582 2.4263721 NA 8.0884708 7.4924581 11.3476420 11.3476690 10.6779418 6.0003606 0.2888901 NA -0.0331266 9.8628913 7.5443664 9.3576437 NA 2.7742916 9.2939286 10.0721912 9.3672833 10.3963442 9.3123425 9.9098184 11.3809619 4.4098797 10.6562802 9.3688836 6.9327215 2.4263721 9.5866989 4.6251477 13.6738650 10.2667178 9.8484338 13.1327473 12.2370867 7.8249187 9.7839210 10.2062376 5.7934850 10.5024558 1.1368476 13.4779487 4.0962197 9.0623344 0.5518851 -0.4481149 9.8446050 9.4273933 12.4778869 9.2764138 15.4640329 9.3614001 10.1702854 10.5584597 9.8295748 10.2540726 13.5626902 11.7090078 12.5909332 11.8688413 10.5486088 0.7743338 10.6770980 9.3763284 10.6558433 9.0383997 7.5631269 9.9456478 13.0790510 7.3678166 11.6672676 4.4426715 7.1443564 8.1230205 11.4815282 12.2354794 8.0610152 -0.0331266 NA 8.9886114 12.4721287 11.5895612 7.0357152 10.9194967 11.6707329 12.7391488 11.3476690 10.2196028 11.4469702 3.1368640 7.6604245 4.6251477 8.4816513 2.6673699 10.0520778 6.9006277 10.0563879 12.8199501 9.5949271 11.1535159 10.1283843 1.7742916 15.1429547 6.1346563 7.2243249 7.4551595 10.8900791 6.2243259 -2.0332742 9.3283329 9.9046790 9.1762811 11.0800284 5.6811822 8.6560619 4.9893071 0.9669472 9.6211259 10.6760212 9.9178578 NA 11.6327174 9.7222423 3.7998230 10.2707181 -0.0331266 9.5908189 7.7268258 10.0490864 9.3398079 0.5518851 9.5807268 0.5518851 10.5804967 11.4312278 10.7950739 11.5149163 10.6809682 10.9229505 11.3452322 10.7564710 7.2684335 8.2786855 9.8943450 10.5832565 -1.0329790 -2.0332742 3.4263721 7.6639046 10.1085592 9.8346022 2.0543970 9.8617552 8.7474770 11.3388501 TCGA-HE-7130 NA 0 NA 1770 kidney stage iii t3 nx m0 female NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 1 4 5 1 2 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.51667274 6.34312174 10.68934232 2.18078439 8.79549586 7.17073228 4.79222026 10.25284410 10.63976215 8.73196012 9.67915211 -0.98907697 4.05525640 10.59582354 7.37718363 10.48811328 9.77241224 7.57691511 8.19325528 10.64838697 9.18078588 10.39348506 8.35983256 13.02871333 16.17347851 9.81014262 6.77904561 8.07155675 4.98813931 9.41067288 6.61077387 7.74895359 4.81821658 13.87958711 4.08468510 9.85011994 14.61355986 8.23967967 8.07155675 10.42554627 10.73793058 10.71778865 10.12720494 6.66907213 13.46434835 7.39887791 10.18423206 9.58828982 10.63337045 NA 3.09831849 7.57310333 9.88276622 8.10625827 1.33279385 10.43555213 8.50671618 7.35958881 12.72048335 10.56256928 5.69736239 9.46207216 9.58261358 3.09831849 10.73238742 9.32827370 11.22274927 8.68151708 8.86261008 10.28989117 11.96022082 10.15296800 9.99883551 1.33279385 0.01092303 9.24926566 9.34736757 8.53442312 11.67597480 7.10361828 6.69034166 -0.98907697 13.13247545 2.59581394 10.43450219 2.01085143 10.51766447 8.63656988 9.95995819 2.01085143 6.51865630 9.00379926 12.01736239 10.25165235 11.89622753 12.21405603 9.17073228 8.31235705 11.66661530 0.59579007 3.01086933 3.71129666 7.88430486 0.59579007 1.01085143 10.07223218 9.67263908 8.92972414 1.01085143 11.49442486 3.04295945 10.31064141 7.98814102 10.04117644 3.81821658 2.01085143 6.80527698 4.71130217 2.85985031 10.75148506 9.83024185 8.81337750 11.27588995 10.71043349 9.22396524 12.05968840 9.54904995 6.16060763 9.01788823 7.09300972 0.59579007 8.73878135 10.36400778 3.67192738 7.51301614 11.91699998 10.03114648 8.71649334 10.06952925 10.94970548 11.23757423 2.81821658 11.02766926 8.56742452 4.40317909 8.81176097 -0.98907697 8.18828074 9.07560376 13.01780063 10.76658315 7.95337525 10.93752765 8.93567337 8.87039585 3.47028956 11.01531671 8.53246152 8.17827892 11.62188580 2.18078439 1.33279385 11.27148655 4.50271249 2.33279385 1.59583780 10.64385619 2.47030258 7.40746578 6.75569545 5.61077387 -0.98907697 12.47246833 10.80446430 12.24343182 11.62901704 11.56353011 9.28349077 9.46308169 6.28129580 9.78400021 9.03184095 10.57405722 8.74895325 NA NA NA 10.85203217 9.00521442 9.80690063 -0.98907697 10.23667091 13.37677329 12.17325232 0.68445970 9.85713487 -0.98907697 0.01092303 NA 2.33279385 15.11775104 9.69823671 8.80852245 12.46965207 -0.98907697 10.22274927 9.15039949 11.76177730 6.67619687 9.60425206 9.94455161 8.72510650 9.59957555 8.79385915 11.69692372 10.90643630 9.16947058 9.83103990 7.29626283 8.76071363 5.73878135 8.13756551 2.01085143 7.05010876 10.16377960 0.140130 -0.206720 0.778490 -0.328780 0.530110 0.090720 1.411700 0.000000 -0.176770 1.264400 0.561700 0.140130 -0.206720 -0.883020 0.201980 0.164270 0.222990 0.222990 -0.343080 1.536200 -0.778120 0.087969 -0.780490 -1.292900 -0.341480 -0.342740 0.581580 0.561700 -0.337450 -0.056173 0.232720 1.412 -0.341 -0.758 -0.331 0.121 0.121 0.597 0.562 -0.323 -0.337 -0.337 -0.813 0.000 0.353 -0.321 0.000 0.000 0.496 0.496 0.113 0.491 -0.169 0.000 -0.175 -0.295 0.223 0.223 -0.719 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10.85163888 12.35432433 13.89665268 5.66907213 4.40317909 6.01086038 7.59206155 13.78389715 10.24986270 13.43850121 9.28115621 9.99883551 10.54710824 9.15679325 15.09989761 10.48760723 10.51766447 13.68593591 11.89622753 11.68483250 12.10576341 11.22548366 NA 10.16631174 12.26677474 11.33588527 9.83024185 7.53442273 11.21695958 12.82414117 8.87504710 12.20700050 4.62556858 8.64203797 7.69385560 10.80568294 12.96605680 9.04152802 7.17576809 0.01092303 14.78922051 13.56437030 12.80922850 6.75232846 11.44887308 11.85340777 12.81165981 12.29119681 9.85791834 10.86261001 8.41174061 6.70434773 8.24687501 9.86884200 4.18078439 10.15742968 -0.98907697 5.31464215 13.46309386 8.16314597 11.88833686 11.90359354 2.01085143 12.69987616 7.94855822 8.63108099 6.35346974 9.48963064 7.49870084 2.01085143 10.05183565 10.89273967 8.73707931 11.59464894 3.86884477 9.96578428 7.22031448 6.94159816 8.08232311 10.91436629 9.93789813 0.01092303 10.96977618 10.19944979 5.97664546 11.68284425 -0.98907697 9.41706599 4.05525640 11.49442486 9.64841870 6.36841217 10.72424754 2.47030258 10.36400778 11.34541362 10.83064093 13.01780063 11.18641055 9.75064167 11.62188580 11.45224902 5.01086038 6.15041142 10.29452817 11.05080817 -0.98907697 3.23736486 3.33279385 8.59770063 10.28225399 10.46978018 0.59579007 10.22274927 6.27764820 10.53736024 TCGA-HE-A5NF 58 0 NA 2582 kidney stage i t1a nx NA male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 2 3 2 4 9 1 4 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9373512 9.9093121 5.2050054 2.1006750 8.5100607 8.8528831 11.9408182 8.6210918 5.1710587 8.3447957 10.0183401 10.9845348 5.2381716 12.5302856 8.6273646 9.1230376 9.0242942 8.6946208 7.9386128 5.5601005 11.5277729 10.5100606 10.5377975 7.3101229 2.5860922 11.2096070 2.3172751 9.3829983 7.8820292 2.3637038 11.5747812 9.7109564 8.2665818 9.8689731 3.6856375 8.1537810 10.9480403 3.7787448 12.1756139 9.8135406 8.3062185 2.7787342 9.8741385 12.7254651 11.0302240 9.4297934 7.8231360 15.8966687 9.5617399 7.9586507 10.2875268 3.2381754 8.9636169 6.9080251 10.8231357 4.5336319 13.5659300 3.8161286 8.5319584 8.7271087 6.1881319 8.7271087 3.5860922 9.5202085 9.5568187 13.5868008 7.4297934 14.2339256 4.1710627 10.1213719 7.2865365 12.2276322 NA 8.6765869 14.0750125 12.5419539 7.8394375 10.5151435 7.9833129 8.7094788 9.7256478 10.6367226 8.0687605 7.0075599 9.5925228 9.3637040 -0.2212868 9.6674849 8.5502312 10.7197891 10.0756578 9.1817536 8.0916247 12.0948647 9.0710633 13.0850881 2.7787342 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0.000 0.346 0.346 0.357 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.375 0.375 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.170 -0.387 0.000 0.346 0.346 0.357 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 0.111 0.111 9.4315866 6.8662045 9.3504942 8.2422662 4.0266673 9.2944413 10.9297581 9.1534550 10.4730994 11.1581362 10.6413789 0.7787132 5.4225963 9.5402927 1.3637318 6.8767735 11.0704879 5.6116327 -0.2212868 6.6613848 4.8231379 -0.2212868 8.2625572 6.4369530 11.1421865 10.3786545 11.0101308 7.4369530 NA NA -0.2212868 10.0171464 6.6491067 9.0525371 NA 6.6976043 8.806648 9.855557 9.941133 8.980865 8.486101 10.487825 10.715379 3.479179 10.750285 10.130785 8.040837 4.948666 9.459980 7.221685 14.406788 10.556819 9.240221 13.017743 12.269091 6.082522 8.961136 9.848862 10.451167 10.599718 4.866206 12.802669 3.586092 10.091624 2.586092 NA 11.290000 7.533629 12.392761 8.682624 13.085088 8.649106 8.874139 7.540293 11.578428 8.688635 12.382831 11.933775 11.848527 12.041717 10.020725 NA 10.716115 9.363704 11.282070 8.254475 7.732938 9.767426 12.984840 10.486101 11.149974 6.153781 5.506662 8.217533 11.550644 12.349309 8.426200 NA NA 9.520209 12.542576 10.696106 6.721256 10.365581 11.5019759 11.9455323 10.3786545 9.9348246 11.3203222 6.6613848 9.0571911 4.4791788 9.0455282 5.5066622 9.6429277 5.2381716 7.3256365 12.6214808 9.1646040 10.6720431 9.7871703 0.7787132 13.9261055 7.0592341 6.1185923 7.0954308 11.1732043 8.7899688 2.7787342 8.6613848 9.5877057 9.5780232 10.8004156 9.7197892 11.9464733 8.4153662 0.7787132 11.5686827 10.8515441 10.0396611 -0.2212868 10.1285757 9.0290401 NA 10.7263785 3.2381754 8.4895482 7.5925228 9.5235755 9.6620570 4.4791788 10.0171464 2.1006750 9.9348246 10.8774317 10.1329910 11.8049192 11.1992282 11.4414099 10.5820655 10.1395887 6.5860967 8.4617360 9.5485794 9.4297934 -0.2212868 0.7787132 NA 8.8555572 11.3449288 8.8608905 -0.2212868 9.1881326 8.0870804 11.2785874 TCGA-HE-A5NH 62 0 NA 791 kidney stage i t1a nx NA male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 5 2 4 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4995549 1.9885938 11.1049370 3.2659769 8.6581868 7.6666650 3.2516282 10.2978421 9.8125972 8.2813746 10.0667545 4.9520679 5.4215532 10.3566630 2.9885938 11.9916893 10.1931642 9.6018300 4.6666657 10.1012933 13.6225873 10.0297047 8.4995549 7.6033029 15.5182677 9.5246459 8.6033029 10.5408780 4.2516282 9.5074428 7.9566840 10.7448158 1.9885938 14.2305167 2.8365907 8.4160315 9.6091795 6.1902277 8.6295610 -0.3333343 9.6553497 10.0514488 12.4375353 7.6091795 14.7276969 3.6666657 9.4895704 7.3461449 10.2978421 NA 7.5914775 12.0855717 12.7674916 8.2478658 NA 7.6890328 11.0131787 9.6722896 10.9287598 8.5855282 7.2887166 8.7083242 9.7528013 NA 9.9038749 8.9658732 9.9601366 9.4265533 9.0845174 8.7959481 11.1123679 9.2038834 14.5011854 -0.3333343 2.4740206 10.6468046 9.7804072 8.9122178 10.5500720 NA -0.3333343 NA 12.6060606 10.6150322 10.1464452 10.3557895 9.2289074 9.1625200 10.1383402 3.4740206 8.3601518 3.7541286 11.3679715 10.9363761 11.7443219 10.2260421 8.7620621 7.4868439 10.3766104 4.9885938 0.6666657 5.8365907 8.2739951 5.6666657 NA 9.1803926 12.0519882 10.0771164 11.4602683 9.4772367 1.9885938 9.9485950 7.0503689 10.3393556 8.7300601 4.1902277 9.1803926 3.7541286 4.7541286 10.0362624 8.4013745 12.5366443 11.9378362 8.0675446 8.8415908 11.8912697 8.9264084 9.8527792 8.9050698 8.1823651 NA 8.7028386 10.4635158 NA 8.5514460 10.2996602 10.9543774 9.7646971 10.3168192 11.6051420 10.6708855 -0.3333343 10.1823648 8.9167740 4.6208620 8.8265364 NA 7.6945710 6.3809112 11.8996854 10.6396448 9.4348494 10.1675068 10.6966424 9.3302231 0.6666657 11.0686112 8.9543775 8.5645104 10.5682862 2.2516282 4.7959487 3.7541286 1.9885938 6.9050692 2.6666657 10.6848652 0.6666657 8.0546825 5.7110598 NA NA 11.6460902 10.7394676 11.0680779 10.7501444 11.2226920 7.9795481 9.3949087 6.6125766 9.6135712 10.6069786 9.9427894 11.2675071 6.5370304 NA NA 9.9942176 8.8712362 8.5944429 3.1260973 12.5186092 7.9145926 10.9738658 7.0204289 10.3645014 -0.3333343 1.2516282 -0.3333343 0.6666657 14.6615046 7.8010914 8.8663374 11.5160701 NA 9.2516275 9.1019812 11.6935342 6.7751889 10.5959234 10.0406177 9.3373213 8.6722896 8.9497535 11.6425130 10.6077126 10.2702914 10.2563161 6.8564890 9.7804072 3.9145932 9.7367860 4.9202742 7.2960214 10.8074948 -0.00802440 0.00315700 0.00360760 0.00180300 0.80442000 0.00000000 -0.00581400 0.76389000 0.04599100 -0.00802440 -0.00802440 -0.00802440 0.00332990 0.00315700 0.00194180 0.00360760 0.00360760 0.00360760 0.00138680 0.00180300 -0.00249380 0.00000000 0.00027728 0.00027728 -0.00581400 -0.00415460 -0.00801930 -0.01064500 -0.01009400 -0.04874800 0.04599100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 0.000 0.000 0.000 0.000 0.000 9.9169634 5.8761191 7.0153927 7.3306498 NA 9.5720520 9.1902269 6.9443712 9.7881986 11.3923210 10.1615205 5.6208620 5.7751902 9.5705468 3.7541286 6.1096092 11.2150053 3.7541286 -0.3333343 7.1823646 5.0589831 -0.3333343 8.3945853 7.4282161 11.3895451 10.7901398 10.4595284 6.7541272 -0.3333343 -0.3333343 0.6666657 9.7607427 7.8712362 9.2038834 NA 4.2516282 9.4820484 10.1168453 9.3069100 9.8227481 9.0908312 8.9193305 11.0718064 4.6208620 10.7124247 9.2231710 7.0503689 2.9885938 9.4916236 6.7959474 13.5156791 9.9532227 9.5675318 13.6914584 12.2381806 6.9520668 9.4836487 9.8049369 6.9334511 10.6792895 1.9885938 13.2788424 4.8365907 9.7817087 NA NA 9.8176816 7.9704459 13.0816145 9.1823648 14.5011854 9.0373523 9.2591220 11.6069786 10.0153932 9.2289074 13.0976402 11.7443219 12.5308511 12.0115157 10.6460902 0.6666657 10.5416464 10.4056016 10.8036561 8.4013745 8.1178763 9.9806817 12.9224313 8.5401090 11.3809105 5.5735563 6.7541272 8.6918046 10.9624339 12.1672580 8.4013745 NA -0.3333343 8.1464455 12.4515043 11.0792084 7.5184140 10.9744350 11.6194063 12.7217779 10.7901398 10.4707960 10.8718473 4.8365907 9.1444232 5.0929305 8.6208613 5.0242177 9.6806855 4.2516282 9.3791921 12.1033739 9.3688377 10.9543774 10.0471261 1.2516282 14.6771057 6.8683966 7.0329868 7.6423413 10.3248765 6.9050692 3.1260973 9.1784176 9.9193304 9.3843415 10.9222838 5.2813756 9.8087721 7.1423981 1.9885938 10.1853181 10.7131070 9.6410796 NA 11.7124247 9.5705468 3.5735563 10.4072890 2.8365907 8.9427895 7.8164122 9.4772367 9.8363521 NA 8.9658732 0.6666657 10.4635158 10.7048982 10.4537513 11.8996854 10.1403707 10.5974023 10.5682862 10.6018300 7.0845172 8.9543775 9.8049369 10.2450377 NA 1.8619951 NA 8.5974023 10.5715780 9.6047743 0.6666657 9.2516275 7.9612859 11.0280606 TCGA-HE-A5NI 73 0 NA 360 kidney stage i t1a nx m0 male NA NA no NA kidney papillary renal cell carcinoma 50 1961 NA NA NA NA 1 5 4 1 4 9 1 4 NA NA 0 0 0 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10.6642410 4.8588712 9.2617172 7.9066225 12.5768091 3.4803556 12.3812243 5.9300513 9.1187210 10.0817569 7.0532471 8.1357093 1.7433857 9.8863499 9.1213253 13.1823569 6.8166407 14.3483134 3.4803556 9.4862739 6.9133167 11.3138801 NA 7.2669542 14.4135317 12.4446983 8.6780656 6.4063564 7.2877124 11.0987430 8.3383384 10.5752268 7.5071572 7.9066225 9.2773704 9.4690422 NA 10.3346025 7.4982796 10.5992985 10.2014567 8.9944796 8.6382096 11.1317608 9.6582752 12.8636297 NA 0.1584663 10.7149354 8.8379095 9.1038732 9.8829432 0.1584663 1.1584017 0.1584663 13.1712285 11.4519010 10.6917591 13.3591747 7.0410721 10.9249583 12.0202917 4.1584259 8.9786084 5.1126251 10.5982602 12.2757478 11.4848588 9.8623330 9.3824310 8.6975883 10.6672146 2.9657843 1.1584017 1.1584017 9.5485983 8.0532471 1.7433857 10.7602002 11.2857789 10.7043591 11.7804812 9.2590917 3.4803556 10.1024093 8.1471138 11.0677225 12.1324854 7.2773702 8.6178608 5.4063564 5.5846950 10.6290883 7.3968342 10.4576374 11.7923328 9.9446990 9.5247515 12.9481668 8.0349464 10.1877165 8.6582754 9.0592961 NA 7.2352445 10.0054867 0.1584663 8.5749734 9.6055127 10.7592715 9.2458923 9.8571341 10.7263854 10.2747733 3.3283482 9.9544690 9.3924084 1.7433857 8.9299188 2.7433857 7.5593090 4.8022863 11.3739624 11.6142703 8.6975883 10.4039821 11.4281405 8.9266136 3.6178627 11.2238455 8.7471440 8.3233363 10.8202074 4.1584259 5.6178597 6.1584299 2.1584340 7.7950539 1.1584017 9.6321351 3.1584340 7.6741294 6.4252159 NA 2.1584340 11.3214500 10.3581017 12.0847254 10.5635709 11.6795390 7.9976334 8.8965216 6.9270111 7.2669542 9.9116460 9.2773704 10.5093686 5.1584299 NA NA 9.9032632 8.5421338 8.9913195 1.7433857 10.5432131 11.0109589 9.3183008 6.6137571 9.9528452 NA NA 0.1584663 3.3283482 14.1156221 6.6013726 9.0007797 10.4938197 NA 8.4298925 8.1022923 11.3950416 9.3005365 10.4345538 9.9865658 9.3030875 9.8880500 8.8998964 10.9825926 9.9216418 9.8998963 9.7546191 7.3383388 9.6975881 4.5507468 9.4599256 4.9133155 8.7620558 12.3522627 -0.00526100 0.75949000 0.80850000 -0.00926660 1.62960000 -0.01050800 -0.01061200 0.79878000 0.27159000 -0.00526100 -0.00526100 -0.00526100 0.75949000 0.75949000 0.80850000 0.80850000 0.80850000 0.80850000 0.00000000 0.00138680 -0.00678130 -0.01050800 0.00055459 0.00055459 -0.00857660 -0.00981850 -0.00736630 -0.00885260 0.80986000 -0.06589900 0.24016000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 10.4496001 6.2669533 8.1807973 8.5053420 NA 10.2643379 10.8631976 8.2603527 9.2000884 11.4379239 9.7657597 6.7130180 4.4803556 10.5951409 2.4803685 7.3383388 11.8157478 5.4063564 NA 8.4158174 2.4803685 NA 7.8022856 9.5071576 11.4602628 9.9802033 10.8965470 6.4438321 0.1584663 3.6178627 2.9657843 10.2825507 8.3233363 8.5027252 NA 6.1807963 9.1357093 9.8829432 9.6582752 10.7508864 8.2669538 9.1213253 10.1959764 2.9657843 9.7804812 9.6721569 8.2564616 5.2028252 8.5247517 6.1584299 12.1686078 11.0387781 9.5334687 13.1449825 12.4676215 5.8022863 7.0287946 8.9365066 9.0832418 10.2419087 4.1584259 13.0664466 5.3678812 11.2028235 2.7433857 0.1584663 10.3666637 7.4982796 12.4493122 10.5367242 12.8636297 9.1973484 7.3081761 11.1520754 9.7859632 7.0410721 13.0007797 11.4848588 11.1731473 11.6447616 10.0117390 4.0653224 11.3445436 9.2538265 11.1328439 7.3968342 7.7206718 9.4415177 12.1367823 8.6622550 10.5027253 6.2028232 7.8237653 8.6422452 10.6810109 13.1768034 10.3107142 1.1584017 NA 9.1328439 12.1703554 10.3626581 6.1584299 10.1682579 11.7606643 11.7606643 9.9802033 10.4541983 11.7689929 6.2877124 8.5378078 3.1584340 9.1299730 5.6502820 9.2082780 6.6819917 7.9066225 12.0694093 9.5846940 10.2164210 9.8965216 1.1584017 14.4379674 7.5654418 6.8308549 7.7439175 10.3884498 7.7804814 2.9657843 6.8308549 8.9397890 8.6178608 11.8161944 5.8022863 10.0132977 7.9593291 3.1584340 11.0418363 11.4205242 10.3763871 1.1584017 11.5555691 8.7358582 3.7433965 10.4982794 0.1584663 6.3872488 6.2028232 9.2590917 9.7962859 2.4803685 9.8202075 4.1584259 10.0054867 10.9116461 10.0965387 11.3739624 10.3043615 10.2760725 10.8202074 11.3056343 6.7433924 8.2245183 9.9960574 10.3568744 2.4803685 NA NA 8.9365066 12.1196258 7.3482537 0.1584663 8.4298925 7.3183006 10.9569012 TCGA-HE-A5NJ 58 0 NA 1726 kidney NA t1b nx m0 male NA NA no NA kidney papillary renal cell carcinoma 7 NA NA NA NA NA 1 5 1 3 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6747036 -0.2794589 8.4676267 9.1171127 NA 2.0625017 6.4484286 1.3054453 7.0955468 8.0424359 11.1701724 11.5514192 8.1509607 11.0197160 10.6115320 13.3394669 12.8444935 11.4774811 11.1409945 6.9778958 7.0424364 6.8803794 10.6016907 4.5278648 1.3054453 5.5817188 10.4458742 10.8753260 10.3101590 5.1467733 2.3054745 9.0998864 9.6834040 8.2557835 8.5278628 6.6630229 6.6977877 9.8651661 10.8349010 6.4209472 7.2362075 2.0424342 9.0758591 9.8600593 8.9943034 10.0390508 -0.2794589 9.3241342 10.0105267 10.0890144 7.7148616 -0.2794589 10.8471091 3.2824398 8.3679664 7.8651660 2.3054745 10.7056383 9.9577179 8.6363872 9.5247842 3.8904370 4.6747036 9.5675652 2.8904272 11.9327003 10.9725819 8.7091927 10.4192125 9.4209476 13.1961147 9.9966324 8.6241188 10.3955829 14.9776747 9.7035015 8.8677127 10.1436238 5.2123592 9.6571459 8.5084104 11.1665573 5.3352188 14.6054892 5.0885784 9.1910042 9.7261325 8.0736548 7.8954335 4.4753962 9.7345284 9.9287422 12.3675165 7.6153258 12.8014070 6.0424364 9.0904761 7.7649021 9.6977879 NA 4.3643623 12.0824517 11.9007279 9.0514249 -0.2794589 6.8702550 10.6819576 9.0035963 11.0620267 7.1881131 6.4484286 7.7261323 9.3352177 2.8904272 10.5438751 8.3858439 10.2002882 10.3991081 9.7676318 9.2421082 11.7675739 9.9053832 15.3887558 2.7204974 2.5278711 10.7771456 9.1298989 9.2731769 10.4398967 NA 1.3054453 2.0424342 13.2773731 7.7703567 11.0458134 6.0242886 8.7919703 8.9849504 10.1052916 2.3054745 8.5565582 5.4209472 11.5128915 11.2606360 11.5711479 10.2856099 9.5738174 3.8904370 10.3562260 3.6273967 2.8904272 7.1634514 9.0491829 8.0105270 1.3054453 9.6318999 11.7587410 10.8145856 11.9699177 9.0802574 2.7204974 10.1235199 7.1128252 11.3579796 7.7703567 4.1799409 9.8574990 5.6273996 4.7649034 9.6527227 7.9053834 12.4936471 11.2002882 10.5270575 8.9966322 11.8788020 8.5278628 9.3571326 9.8638911 7.5278625 -0.2794589 8.9896346 10.4745603 2.5278711 8.8040671 10.2846574 9.7879422 9.7703565 10.1881134 11.0265696 10.7428757 2.8904272 10.3715596 9.4327254 2.0424342 9.7730759 -0.2794589 8.7649021 5.8290326 11.7226197 11.1701724 8.8472124 9.7373161 10.5310795 9.2460287 2.0424342 11.1543228 8.5815949 9.0977185 10.6423489 3.0424342 4.1128252 4.1128252 3.6273967 3.9684318 2.5278711 10.3544113 1.7204974 8.6776101 6.8656764 NA NA 11.8600592 10.4712149 12.5464605 10.7926405 11.4509780 7.3643641 9.2789287 7.0021129 10.0379206 10.4407522 9.9861229 11.4598666 6.0424364 1.7204974 0.7205411 10.0736548 8.6482860 9.8485023 NA 10.1224540 10.6985033 11.1047521 8.8213279 10.2233398 -0.2794589 NA 1.7204974 1.7204974 13.6933980 7.5084104 8.8727928 11.4209476 1.3054453 9.2789287 8.4122167 11.9134171 8.3129651 9.9684354 9.7442622 9.3204208 9.1819873 8.7511751 11.7784996 9.7035015 9.8549343 10.0424360 7.1298991 10.1341358 5.1128252 10.6130507 5.6747036 8.8159049 11.3516850 -0.00609040 0.00597000 -0.01560400 0.00124810 1.96160000 0.00097064 -0.02705300 0.91617000 0.13258000 -0.01298900 -0.01298900 -0.00609040 0.00597000 0.00597000 0.00541390 -0.00510780 -0.00510780 0.01000600 0.00221930 0.00124810 0.00000000 0.00097064 -0.00193990 -0.00193990 -0.00761010 -0.00249380 -0.00097017 -0.01230000 0.06494000 -0.09379900 0.09565300 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 10.2263195 6.2123612 5.9103321 8.0718007 NA 9.2123609 11.0093740 8.9671061 8.1592997 11.4319469 10.2302829 5.2440688 5.0780590 10.2712547 3.6273967 7.0151284 10.7798524 5.6273996 NA 8.2865619 4.2440727 NA 8.6688751 9.4586002 11.8752596 11.1701724 10.4026598 6.0603587 -0.2794589 NA 3.0424342 9.9896346 7.1383609 9.3035906 1.3054453 3.8079731 9.7063498 9.9177246 9.5954893 10.8778548 8.8394488 8.4070085 10.9708064 5.7649008 10.9654663 9.3166976 7.6862925 1.7204974 9.2401442 4.3643623 12.5757657 10.2894141 9.5278628 13.6980562 12.8126043 7.8497910 10.4166061 9.6600872 5.2750965 10.8916847 3.3054745 13.5372916 5.8079705 9.3840660 2.0424342 -0.2794589 9.0424359 7.8954335 12.7796833 10.4509780 15.3887558 8.9177247 8.8778550 11.5406869 10.3553189 8.7919703 12.4862084 11.5711479 12.2178608 11.9669516 10.2043237 2.8904272 10.4928225 10.5310795 9.7959870 7.9053834 7.9348273 9.9115671 12.8557362 7.0868305 11.1399415 7.4753954 8.3535033 8.6659516 10.7764682 12.7139771 8.1425727 -0.2794589 NA 9.2596668 12.1878587 11.5834900 7.2203541 10.5916430 11.6884546 12.4332498 11.1701724 10.6115320 11.4774811 3.8904370 9.0082202 5.7865964 8.5214077 4.5278648 9.8727928 6.4209472 8.8497910 12.4498950 8.6243897 10.3361375 10.1031320 2.3054745 14.5191822 7.8350310 7.6571455 7.4651403 10.1160420 6.6862918 0.7205411 8.6717926 9.4703774 8.5722568 11.4424615 2.7204974 8.1213874 8.3571323 3.3054745 7.2518895 11.0857367 10.3643641 -0.2794589 11.8329474 9.1799394 4.0424342 9.2941550 4.7205083 8.4381843 6.0242886 9.0802574 9.9516931 NA 8.0998864 3.3054745 10.4745603 10.6430924 10.8778548 11.7226197 9.5358912 10.1911668 10.6423489 10.9642770 6.3929339 8.5342893 9.8079707 11.2347288 NA NA 4.6747036 8.1213874 10.8851886 8.8316436 2.3054745 9.2789287 7.4209480 10.6578817 TCGA-HE-A5NK 82 0 NA 2228 kidney NA t1b nx m0 male NA NA no NA kidney papillary renal cell carcinoma 35 NA NA NA NA NA 1 2 4 3 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.86356559 10.18101096 11.86169953 12.16189338 11.03232976 10.74951751 10.45794625 5.19412252 5.26811995 14.49170107 3.64663503 1.53116933 4.70108324 10.08957680 10.13725272 10.23043925 4.64663503 0.94620683 8.69102740 9.52173273 12.37455372 9.45992111 5.30374422 10.45695776 9.31469992 10.64749998 6.91197794 12.16929024 10.07676417 9.94900856 9.37455374 8.74385523 8.18936747 5.50078294 12.62281183 10.29934037 10.50843598 7.58281790 2.26813492 10.15218228 1.94620683 8.63619138 7.82883655 3.26811995 9.95881803 9.27934895 7.48535276 10.34279839 4.53115685 9.21063604 10.15929780 3.11611519 12.51557451 9.16051259 9.29270722 5.67411316 7.67411386 8.27711022 11.40971795 9.25453263 8.86505676 15.18590395 9.74547517 7.50078214 9.81809880 4.85308245 9.37664614 7.21297976 10.67836096 4.40562483 12.76237724 3.11611519 9.45563217 5.94619279 7.44603948 9.08574491 NA 9.94337298 9.52739412 11.59544972 7.25907660 15.51379913 4.80417233 9.69847392 7.75354838 10.11987074 -0.05379317 7.90038986 13.66761322 11.76277725 8.38082164 5.82883719 7.10606455 8.87397157 10.57007503 10.37769120 7.85308432 7.75997471 9.03630606 9.35770462 2.26813492 9.83341416 8.49308808 9.94478394 10.30923316 9.34065617 8.43804661 11.60513246 9.96856139 12.46164701 5.33850999 4.64663503 10.32340407 9.17741480 9.19885900 9.30374559 NA 2.53114437 2.26813492 14.02041866 8.03365646 9.89893478 11.10669530 6.30374605 10.46386294 11.24540160 4.85308245 7.04422580 6.24997431 10.47367054 12.40536899 11.65996241 10.34493721 8.15076477 10.14954162 11.05210209 5.07547701 4.03365205 0.94620683 9.16051259 5.70108047 NA 9.92918709 13.43378240 9.33851088 9.43202277 8.99876163 1.53116933 9.63793713 7.95181798 9.80230778 3.11611519 4.64663503 8.72098055 5.92347249 5.26811995 9.67070741 7.43000922 11.10290872 11.07354312 8.90619553 9.92918709 13.17786475 9.26586559 7.96856139 9.60440497 7.72755361 3.26811995 7.89456072 10.21882330 0.94620683 7.07815294 9.04948130 10.87397149 9.42395186 9.33421093 12.12267841 11.03033760 3.85308744 10.60618949 8.76984743 5.40562483 9.06513470 -0.05379317 7.78539754 5.70108047 12.11141463 11.00418528 10.46779403 11.28437283 9.77274212 7.46189357 -0.05379317 11.28270013 9.29048937 7.96300182 10.25453263 3.26811995 4.40562483 -0.05379317 2.75354036 7.05471826 1.94620683 10.24768973 NA 9.60261833 7.44603948 NA 1.53116933 11.69354737 10.48049648 11.20887568 9.79638036 11.25850933 7.54610655 7.35558455 6.73226649 7.95742073 10.10101167 9.45992111 11.67793687 7.99058790 NA NA 9.98236718 9.89163745 8.38913698 5.59005104 13.29173740 12.04455467 9.93913194 8.19089038 10.14709220 NA 2.53114437 NA 5.43804661 14.03033757 5.75354838 8.81655843 11.36510027 NA 8.40562526 8.72486204 10.55074679 6.53115529 10.33205591 11.14279568 8.88870794 9.38498530 9.18698479 11.43252582 10.42293979 9.28158397 10.95532232 8.43000922 9.77274212 5.77908371 9.42395186 3.64663503 7.96856139 11.30923321 -0.3927400 0.0071584 -0.0173600 0.4136200 -0.0011087 -0.0033243 0.0133530 0.0403260 -0.0422450 -0.3927400 -0.3927400 -0.3927400 0.0071584 0.0071584 0.0118180 0.0082197 -0.0044006 -0.0044006 -0.1805500 0.4136200 -0.0226810 -0.0433310 0.0139110 0.0139110 0.0133530 0.0134920 0.0044411 -0.3978600 0.0329860 0.0503920 -0.0813740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.74060937 6.23159561 8.31688112 7.81476894 NA 9.69270790 13.17305727 9.07111613 10.82117494 11.03258860 10.09847838 0.94620683 5.37245765 10.21063616 1.53116933 6.81655875 10.65786050 5.92347249 -0.05379317 7.52362233 5.72755293 3.64663503 8.25907660 7.73409584 10.00044514 9.83949513 11.76639246 6.74060920 -0.05379317 1.53116933 -0.05379317 9.94478394 7.71437810 9.07805044 NA 7.53865068 9.2153202 9.5084360 9.3598216 10.3320559 7.4460395 7.7340958 9.5198407 4.3385100 10.1211193 9.2838155 7.0336565 5.0754770 8.6431610 8.8134724 13.0121145 11.1592978 9.3168809 12.8004776 12.3745537 4.9003886 9.8710061 10.0883006 10.3212330 10.0638367 5.5007829 12.8600179 5.7790837 8.7242707 1.9462068 NA 10.7798743 6.5311553 12.3449372 8.7979426 12.4616470 8.4380466 6.5755498 8.2860434 10.2726230 6.3037461 11.7495175 11.6599624 11.2838155 13.2593600 10.3026455 5.8288372 10.8732307 8.4618936 10.6851303 7.4300092 7.7853975 9.2993404 12.1304491 10.4843825 11.0521021 8.0442258 6.8041749 4.8041723 10.3860245 11.9409005 7.6396808 0.9462068 NA 9.7127225 12.5117717 9.9627512 6.9348785 10.5160491 11.28158391 11.81347230 9.83949513 10.18101096 11.03232976 6.24997431 12.30264552 5.37245765 9.16051259 5.03365646 9.75032462 6.91197794 6.76637254 11.88208787 9.20122216 10.77353626 9.40767311 3.64663503 13.48329059 8.13428769 7.73409584 7.29810474 9.70774478 9.60082967 4.03365205 8.39740468 9.45001937 7.63269427 11.38186379 8.01765583 11.38706275 9.40357450 -0.05379317 10.59993432 11.55352385 10.49019204 NA 10.15320785 9.01228261 4.46975576 10.30704059 3.40562483 7.52362233 7.05471826 8.99876163 10.15030009 4.11611519 9.05471799 -0.05379317 10.21882330 10.71189407 10.63444389 12.11141463 9.96439372 10.77433005 10.25453263 10.91486032 6.61861896 8.52739412 10.47171433 10.04554140 3.75355105 NA NA 9.72262654 10.78258327 7.37245852 1.53116933 8.40562526 7.74709330 11.03895067 TCGA-HE-A5NL 51 0 NA 767 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA NA NA 1 5 4 6 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 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10.4036744 8.2488844 9.6679017 8.9850526 -0.2510236 9.6354666 8.5724058 -0.2510236 4.2498397 4.5563926 6.9969660 7.0344402 7.5945284 10.5418287 11.8194948 7.3637484 12.5201152 10.0321267 12.4285185 13.9567201 11.1721543 10.9370090 9.5515549 6.4905060 6.4769584 11.3715479 6.2408924 NA 3.9969672 9.9850526 10.7927493 10.2862568 4.0709646 2.0709732 8.9339137 9.4214638 11.2588134 8.2166440 5.6070195 8.2288187 9.6664104 10.6701355 6.0344402 11.6878829 8.2488844 10.2997852 9.0619214 8.6619277 8.5819285 3.2084704 10.9736431 10.3386896 10.1456432 7.4972315 NA 10.9800375 0.7490622 8.6589316 7.7658470 3.5563926 10.7469236 9.4752566 8.3188939 9.2530629 4.7032336 8.4460060 9.7961623 4.0709646 11.7306057 10.7609645 9.0040671 2.3339961 8.9038565 10.0076045 10.1175449 9.0709665 7.8885898 15.5014713 9.5644218 8.1021852 11.1815803 5.0344402 9.3207911 7.6797756 11.6081849 2.3339961 13.0709665 3.6559242 8.8009271 8.9339137 6.7934329 8.5238254 2.3339961 9.6377818 9.8431161 12.2686747 6.8151271 14.7610990 4.9189634 9.8715041 7.7658470 10.7010516 -0.2510236 6.1753030 13.6777418 12.8805739 8.8311875 8.4701374 7.6132244 11.3554437 8.6797756 10.7455119 8.0844289 7.7205822 8.9802596 9.5739972 -0.2510236 10.6116758 7.8258543 9.9314328 10.0933344 9.5005824 8.8523263 11.7809877 8.9609266 13.2455178 -0.2510236 2.0709732 10.5361247 9.2308378 8.9945910 10.0321267 NA 1.7490193 2.9189586 13.3310628 11.2308378 10.4346633 12.0551001 8.3340010 10.0402092 11.3236319 4.6559299 8.6377816 5.5303985 10.6893520 10.3964969 11.3060234 10.1219035 9.2745592 9.8271893 10.4718460 5.3036273 -0.2510236 1.7490193 9.3674239 5.9189634 NA 10.3955971 12.1573682 9.7046884 12.2443938 9.8285232 2.7490408 9.9850526 7.4072499 9.7947981 11.2518703 5.8987864 7.9584918 4.9189634 5.2084704 10.4072499 8.1197260 11.2528641 11.6727373 9.1065904 9.0949314 12.5346952 9.0459546 9.6255554 8.5303981 7.7658470 NA 7.1240779 10.2538574 2.7490408 9.0996240 9.7306057 10.5114205 9.5402013 10.1847086 11.2079576 10.7003231 4.2725981 10.2498804 9.1481453 3.4494821 8.0619214 -0.2510236 7.9682071 5.9969649 11.6985004 11.3833957 8.9239642 10.2706388 10.6738509 9.2247718 -0.2510236 10.9616625 8.7988871 7.5434541 10.9754506 1.3339961 5.7714050 5.2408905 2.5564049 7.4072499 1.7490193 10.3112808 -0.2510236 8.4905056 5.9291471 NA 3.0709732 11.5357165 10.6915529 12.1560406 10.5929595 11.6077965 8.6499053 8.7602655 6.8595485 6.7263190 10.2084701 9.9474835 10.6937505 8.4285185 0.7490622 2.0709732 9.9326738 8.9584918 9.0596511 4.6070166 10.4803574 11.1109822 10.4658579 6.7517409 10.5491294 0.7490622 1.7490193 -0.2510236 1.7490193 14.3689718 7.1327424 9.4072499 10.4407820 -0.2510236 9.0866604 9.0560570 11.3428964 8.1626662 10.5732016 10.0017039 9.7177052 9.6589316 8.8124334 11.1642520 9.5188762 10.1456432 10.1021853 7.8731599 9.6723659 4.4494755 9.7377231 4.9189634 7.1584289 11.3906386 -0.00650500 0.01014600 0.63153000 -0.00235530 0.63664000 0.00000000 -0.01225800 0.59836000 0.12196000 -0.00650500 -0.00650500 -0.00650500 0.01014600 0.01014600 0.62752000 0.62752000 0.62752000 0.62752000 0.00666530 -0.00235530 -0.00830050 0.00000000 0.00194180 0.00194180 -0.01225800 -0.00097017 0.00763920 -0.00318590 0.62424000 -0.03490400 0.12196000 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 9.9682070 6.8679792 8.2408915 8.0251628 NA 9.8679795 10.8171449 8.5461162 9.9814594 11.3771969 10.1197258 -0.2510236 5.0709646 9.9886370 3.4494821 4.8783232 11.3452282 4.9189634 NA 7.9089096 5.3928944 1.7490193 8.0111333 8.3526650 11.9394094 10.5418287 10.9081782 7.6559292 0.7490622 NA 3.2084704 9.8070301 8.1197260 8.8911454 NA 7.1499178 9.2706390 10.0216682 9.6842035 9.7162647 8.7490384 9.2227442 10.5188763 4.0709646 9.8510141 9.5692175 7.6070195 4.8783232 9.1732047 5.3036273 12.9665418 10.8994204 9.5850887 13.3704035 12.7708859 6.1065912 7.2328545 9.6147717 9.9814594 10.2418931 6.3489512 13.4841713 4.5039275 10.5213530 NA NA 10.3036272 7.3414957 12.0126011 10.1836666 13.2455178 9.1131730 8.0754679 12.1539139 9.6438562 8.3340010 13.4871307 11.3060234 12.0579462 11.9499370 10.1531156 2.5564049 11.2318464 10.0158249 10.7961624 8.1197260 7.6132244 9.7824615 12.5197023 10.1120781 11.3419626 5.4769584 6.7263190 8.5913888 10.7947981 12.6066307 9.4512111 0.7490622 -0.2510236 8.9363906 12.4714191 10.8839332 7.2959333 10.4829011 11.6147717 11.7924075 10.5418287 10.0321267 11.1721543 6.7490381 9.9487108 4.7934329 8.9139452 5.3637493 9.7810841 6.0344402 9.1815804 12.4236633 9.4249955 10.7426845 10.0123076 2.0709732 14.9710408 6.4446141 7.0158254 7.7441275 10.6023479 8.5628198 4.3928944 8.0888884 9.5385721 8.9536095 11.7462179 7.6974055 11.2997852 7.7824616 1.7490193 11.1679451 10.8258541 10.5795536 -0.2510236 11.3108037 9.0344405 2.9189586 10.9778571 2.5564049 8.1626662 6.6316820 9.8285232 9.6966607 2.9189586 9.7377231 2.5564049 10.2538574 11.2318464 10.3856630 11.6985004 10.5442664 11.0419352 10.9754506 10.6900860 6.1413551 8.9584918 9.9437952 10.0944437 2.3339961 NA NA 9.7672387 11.7950983 8.4769588 NA 9.0866604 8.1584294 11.2125628 TCGA-IA-A40U 56 0 NA 511 kidney stage iii t3b n0 mx male 2011 NA no 90 kidney papillary renal cell carcinoma 10 1991 white not hispanic or latino NA NA 1 5 1 5 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.100611883 7.201540749 7.291295044 9.570459516 12.289146484 5.014453493 11.756958512 9.799441912 12.500376911 14.663655902 10.885388433 10.791368531 8.416253275 5.387662382 5.606797528 12.938810466 5.946284042 4.418351888 4.606797528 9.977217234 10.681211350 10.105829040 3.079548784 1.577054132 9.315141635 9.206406112 10.260628967 8.771806365 4.515649382 10.876639033 9.549550584 11.552419774 7.773446509 9.540908762 7.019993181 10.467820308 9.357315788 8.186843700 8.076895210 1.799460369 10.415202822 9.989972030 10.837577004 6.892953179 -1.007811664 10.176869265 2.267086290 8.569515776 8.079549850 3.577054132 11.264133443 9.078223141 8.635942986 9.726008979 3.240008965 7.146904650 10.410466616 NA 11.818635419 10.963630465 7.095374868 8.765226085 8.201540259 9.491932843 11.029633846 10.435548486 8.095374868 16.034622679 9.810669150 8.685574034 10.563365514 4.577048088 8.604955312 7.286707452 10.082199348 5.331938052 12.804665357 3.666211218 8.962135137 6.141833302 7.435030125 9.094062638 1.314000384 9.867068190 9.050078546 13.198414514 7.052783216 14.459443786 4.606797528 9.471897494 8.179438894 11.424367822 NA 8.179438894 13.672995810 12.419006815 8.451518579 3.240008965 8.781620687 9.007501918 9.472877027 10.716174348 7.409939056 6.643138992 7.789748159 9.112324816 NA 9.997711430 8.323003854 9.604955497 10.926883481 9.074235944 9.067566120 12.354230756 9.555283173 12.751246912 3.451514458 0.992115808 11.271987660 9.489938853 8.675081626 9.828926338 NA 2.898982227 -0.007956724 14.470129700 10.530275816 10.266465060 12.634815564 5.650299284 10.962192773 11.305820251 3.577054132 7.952088903 5.240012782 10.875493882 11.787517844 12.267994614 9.828926338 8.039210790 8.588276514 11.196963708 1.314000384 -0.007956724 2.162016633 9.107130485 5.295866259 NA 8.949189100 11.867068267 9.807470204 10.210650160 8.542833775 3.653725017 9.228101012 8.728488914 10.670304118 7.957871080 5.621442390 7.084844521 5.635942986 5.898977391 10.369297435 6.928724439 10.974724033 11.104526420 9.502851093 9.654595038 13.273364984 9.208832776 9.319639609 8.489938653 5.483941504 NA 6.773446509 10.052782809 NA 8.709677660 9.629617447 10.960393695 8.857820238 9.876257392 11.605646187 10.770164024 3.384409054 10.157622057 9.682469010 1.992079543 7.977928990 NA 8.277489201 4.277486411 12.653753697 11.122979179 9.418351677 10.563365514 11.442782687 8.320761746 1.992079543 11.149544417 9.549550584 8.167012629 10.253006436 0.577054132 5.799442236 3.384409054 3.635940084 6.986440517 3.451514458 10.148169961 NA 8.247115294 5.824976555 NA -0.007956724 11.569751769 10.697287317 12.186228165 10.785690228 11.454333535 8.714894584 6.972169927 5.498295552 7.730179361 9.992086909 9.607716645 11.612764944 8.999114105 -1.007811664 -0.007956724 9.911695177 9.352933935 8.690791759 2.451514458 10.620076740 10.344130321 10.828926259 7.566642416 9.994901981 2.314029397 1.314000384 4.162008574 NA 13.773446633 5.786502270 8.699446136 10.320761858 1.314000384 8.131638354 9.383104845 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.780805317 6.786502270 9.344130321 7.865192584 4.349641277 9.896721561 10.755299296 8.787737064 10.141834068 11.399221893 10.282105805 0.577054132 5.773447828 10.171996011 1.577054132 8.103222755 10.315141635 5.635942986 -0.007956724 8.606796788 4.874728124 0.577054132 8.251830320 8.302699692 11.239061983 9.570459516 11.859771088 6.459692264 -1.007811664 -1.007811664 4.240016600 10.488441400 7.327477195 8.685574034 NA 7.225706810 9.004711 9.880830 9.778357 10.005410 8.055482 8.685574 9.951364 2.692516 9.838361 9.368212 7.713186 5.058178 9.210045 5.181910 13.391966 11.542834 9.362774 13.540307 12.303551 6.171995 7.713186 10.053458 9.121370 10.422017 4.349641 13.804715 5.367126 9.095375 NA NA 10.058849 6.467821 12.146905 9.488941 12.751247 8.786503 7.706332 10.491933 10.853174 5.650299 12.728595 12.267995 10.806669 12.468200 9.910205 1.799460 10.666279 9.719156 10.261214 6.928724 7.946283 10.001916 12.547755 8.738601 11.168260 5.720008 6.230491 8.511723 11.297009 12.567508 8.295868 2.162017 -1.007812 8.358409 12.419138 10.513550 7.105829 10.153219 10.7746756 11.7225570 9.5704595 9.7994419 10.8853884 5.8375775 11.2521243 2.5770541 9.9049763 4.6067975 9.0075019 7.7734465 7.1213698 11.6953351 9.7783566 10.7799895 8.3757910 3.1620166 14.5161082 7.7162255 6.5919995 7.4302133 11.0732374 7.8218097 3.7994396 7.5581413 8.7602712 8.1213698 12.1909923 5.2209065 10.2148819 8.4939243 3.8989822 10.9202352 11.2394211 9.9426428 0.9921158 10.6063366 8.7114756 1.7994604 9.9146713 2.3140294 7.0848445 6.9977113 8.5428338 9.3854345 2.8989822 9.3605934 1.5770541 10.0527828 10.6399950 10.1701292 12.6537537 11.0712383 11.3311018 10.2530064 10.8967216 7.5808012 7.8838707 9.9235631 10.1620120 1.7994604 NA NA 8.8547244 11.0027934 6.6785875 NA 8.1316384 8.7734465 10.5131966 TCGA-IA-A40X 49 0 NA 608 kidney stage i t1a nx mx female 2011 NA no 100 kidney papillary renal cell carcinoma NA NA black or african american not 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8.3213351 11.3610352 10.1058114 8.8970879 6.4333868 15.3899200 9.5346196 7.9678159 10.8505047 4.5536800 9.4373010 7.5787093 10.3064288 0.4947740 12.1754391 1.4947740 8.7614326 11.5394084 7.0946995 9.1613065 8.7693588 10.3480961 8.8271963 11.7853814 6.8871036 15.2766110 3.6102630 8.8012282 8.4274935 11.6098302 NA 6.2496748 13.5442948 12.6531858 8.9623920 2.4947740 7.1143951 9.7009869 6.1289924 11.3170918 7.9946323 7.7615732 8.6512910 9.0157325 NA 10.0345916 8.4547887 10.1265699 10.4136498 9.1326190 10.0474556 11.5493705 10.1952263 10.8896065 -0.0901885 NA 10.1404450 9.6529754 9.7195921 10.1488258 NA 3.9542149 NA 13.8644293 11.0516119 10.3245093 13.1201149 7.6713755 10.4739736 11.3512121 3.0797536 7.7268074 8.3297842 10.4111636 10.8534378 11.5762456 9.7886413 8.2384988 6.6780085 10.5666958 2.4947740 0.9098115 -1.0901885 8.9826266 2.7171884 0.4947740 8.8242090 12.6095049 10.5459955 11.0320049 8.9349637 2.0797365 9.8331515 8.2826891 10.8235250 8.8611086 6.0595716 10.6763529 5.7678057 6.9759133 10.4377897 7.4136499 11.5236135 11.3928840 8.0235664 9.5875437 12.9617976 9.1143951 9.5901836 8.3402765 12.1613065 NA 6.4644134 10.2345672 6.7161486 9.8228480 10.1672119 11.0180217 8.5208489 10.1082691 11.2709454 10.9962921 2.6102748 9.7678051 8.6524367 5.6377435 7.0183482 0.4947740 8.5428191 5.2496729 12.5315325 10.8931739 9.0934596 10.4739736 11.2393401 9.0365286 3.4333868 11.1680927 9.3117701 7.1672124 10.3830224 -1.0901885 4.7427123 1.7171664 -0.0901885 7.7615732 2.9098307 10.6300683 7.3318888 6.9041770 6.2355337 -1.0901885 NA 12.1719189 11.4333860 11.3776843 10.9091194 11.7960922 7.2496738 8.0311763 6.6158018 8.9718703 10.1241432 9.5787091 10.7343851 NA NA NA 10.1125601 9.1434437 7.8286874 1.2317396 8.5769355 14.4146430 9.8106908 7.1806800 9.6024396 NA -0.0901885 1.7171664 NA 12.9017002 6.1289924 8.6944589 10.5693740 NA 8.5804802 8.3520006 10.9314981 7.1241430 10.4121587 10.5666958 9.7801887 9.7147617 9.0671711 11.3088349 11.0458539 9.4663302 10.7670276 7.8581912 9.0032284 2.9098307 10.1958042 4.5923972 8.4556572 11.2041576 -0.00117410 0.00458000 -0.00124730 0.78176000 -0.00277070 0.00000000 0.01474900 0.01251600 0.02651400 0.00291330 0.00291330 0.00110930 0.00458000 0.00458000 -0.00367020 -0.00124730 -0.00124730 -0.00124730 -0.00816240 -0.00290910 -0.00470790 0.00000000 -0.00039791 -0.00039791 -0.00369160 0.00055459 -0.00180140 0.00319100 -0.87712000 0.01572700 0.02651400 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.1076550 6.9972868 6.6445341 7.0835517 NA 9.9006371 10.8114452 6.2846899 10.5064798 11.5132394 9.6846112 5.8167149 5.3192133 10.5143773 3.1577552 9.0339455 10.9245420 5.7678057 NA 7.4489827 3.6102630 NA 8.4116614 7.4333860 10.6948923 10.0784962 11.5945814 7.9999363 -0.0901885 2.9098307 2.2317396 10.5018138 7.4985389 8.9637498 NA 6.6977266 8.881368 10.103349 9.769359 8.245214 9.014423 9.631778 9.369256 2.369243 9.387582 9.132619 7.128992 4.369257 9.358973 7.610264 12.732096 11.350693 9.109496 13.274848 12.780458 6.385557 6.881367 9.954901 7.049376 10.206167 4.401678 12.801987 9.750602 8.401677 0.494774 NA 9.688723 7.028765 12.352120 9.409670 10.889606 9.418609 7.452856 5.804642 9.877771 7.671375 12.075987 11.576246 12.725107 13.257722 10.719994 NA 11.669920 10.563565 8.986640 7.413650 7.637744 10.218163 11.890321 8.725207 11.038141 6.148228 7.074731 7.637744 11.069380 12.138342 10.530502 1.494774 -1.090189 9.227237 12.456839 10.877378 6.834637 9.975913 11.5824704 11.9765860 10.0784962 9.6993576 11.0445712 6.3692553 8.5608758 3.6647104 9.5733821 3.2317550 9.6453801 5.7678057 9.2067402 12.4104033 9.6006951 10.7627436 9.9335784 0.9098115 14.1236877 6.2862528 5.9432462 8.4274541 11.1989784 7.1766110 8.8956659 9.1045809 9.6713753 11.1745598 11.5758261 5.1577511 9.6292129 8.3234520 1.9098115 11.3115036 11.8016078 10.8953103 -1.0901885 11.2629709 9.2136049 2.0797365 9.5813652 7.6171831 7.6546582 8.6496047 8.9349637 9.5936344 0.9098115 8.9759133 1.7171664 10.2345672 10.7674164 10.4141465 12.5315325 10.8368612 11.1934912 10.3830224 11.0206336 8.2067404 4.9542196 10.7712987 10.3154974 NA 5.6911824 NA 8.8999281 12.4434288 8.5428191 NA 8.5804802 9.3865702 10.0326520 TCGA-IA-A40Y 60 0 NA 62 kidney stage iii t3a n1 mx female 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 3 4 3 6 4 2 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4597070 -1.2152448 2.8805484 6.2924266 5.6048097 8.5005941 7.5428554 10.2306814 11.9259409 3.7846296 9.6907710 9.8338000 12.8972344 13.8104620 10.4189893 11.3592256 7.1812368 3.2440650 5.9645419 14.7028694 6.6611496 4.4570558 4.7153718 11.1322534 10.3742831 9.4094274 5.5395187 1.5919666 9.1574970 9.4588243 8.7329994 8.3062326 7.3003315 9.4167184 10.3145505 11.7736717 3.0325593 9.4329897 4.2764818 10.3910372 9.5717183 8.3919623 7.8014400 2.8720998 9.2140388 10.4094275 10.6892667 7.6016156 8.5653523 9.7200476 1.7201033 9.3468745 9.1661749 7.4815993 10.6688026 10.1372272 10.5172234 9.7916593 2.1065493 5.2275755 10.0236338 5.4284875 11.4034763 10.0601745 3.7388327 9.7012579 9.4383191 11.8798642 11.5964081 10.1817023 9.3411381 15.1725988 9.2450880 8.7271465 10.8547530 4.8290275 9.8859512 7.8667813 10.0013779 4.5659931 12.7257714 3.2687637 9.8399076 9.6151472 6.8180555 8.9343791 1.3696061 10.1104996 9.7402820 14.2046909 7.0230368 14.0689103 4.8720949 9.8596966 9.2844778 11.6441668 NA 9.5486742 13.3968094 10.7435472 8.6565371 3.0325593 9.7754452 8.6127686 10.3845448 11.2887062 8.1982599 6.7153690 9.0630814 9.5635305 5.4570558 10.0992152 8.4320904 9.2461114 9.4711326 8.2003739 8.8097717 12.2556619 9.7504162 13.4184787 0.3696061 1.7846296 10.8382186 8.7417339 9.9432417 9.6952748 NA 3.9545593 3.1065661 14.0151779 11.6771748 10.6854989 5.3993420 7.6143550 9.8460032 10.6191031 3.4284908 8.2150845 9.9626744 11.1911028 11.1405337 12.4373706 10.3416170 8.9381840 7.8235513 11.9879800 0.7846715 4.9545593 4.9343797 8.1200222 5.5125524 0.3696061 8.1683362 12.4671878 10.5923894 11.6820994 8.7049850 5.1629713 9.4039349 8.3975005 11.1391184 4.2440650 7.9867556 8.8042227 10.3086840 5.3695956 9.5210340 7.7676257 10.3770890 11.7704740 9.4658704 9.3647116 12.1200224 9.1801663 8.4030176 8.5159509 9.6214713 NA 7.3392211 9.8405923 1.7846296 7.4109618 10.2244629 10.7658425 9.4544029 10.2056449 12.8134878 10.5733504 3.0325593 10.6095908 9.3863656 3.0325593 7.9419790 1.5919666 7.5193414 5.6301229 11.8293676 10.4020994 9.2983596 10.7729617 11.0031953 8.8931565 3.5395187 10.5103817 9.0467268 9.1993173 10.1110616 3.8720900 5.2440650 1.5919666 6.8701847 9.7832225 4.3081934 9.3459199 1.1065493 9.4517436 7.3520178 NA 0.3696061 11.8507212 10.4284882 11.8828286 11.2203023 11.7757995 7.1855118 8.7757146 5.6745934 9.0746510 10.6222600 9.4746299 10.1892414 5.7846322 -1.2152448 NA 9.5577712 9.6832334 7.6457189 -1.2152448 9.9551830 9.4588243 6.9394499 7.6268567 11.4630121 NA NA 4.5125556 NA 13.0904088 7.1683362 8.1177875 11.3468745 -0.2154123 8.5544699 9.5835736 10.8405923 7.6426128 10.0740745 10.2522375 8.8358410 10.4271350 8.7388283 11.2697066 10.9097226 8.7860402 10.4089706 7.6238361 10.7494024 1.3696061 9.8331189 1.1065493 7.2150845 11.3965790 0.894070 0.351200 0.496140 0.404900 0.425810 0.606660 -0.564250 0.602860 -0.033132 -0.540170 -0.540170 0.894070 0.351200 0.351200 -0.548540 -0.548540 -0.548540 -0.548540 -0.560040 1.122700 -0.594390 -0.036265 -0.917250 -1.292900 0.000000 -0.415860 0.132880 -0.543400 0.484400 -0.122260 -0.033132 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 -0.540 0.845 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 -0.540 0.845 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 9.9664055 6.7212701 8.1661751 6.9537553 NA 9.9400827 10.6254100 10.6606155 9.6877608 11.0848931 10.3140626 6.4212570 6.6672748 9.9898144 1.3696061 7.0746510 10.6688026 10.3086840 1.9545686 8.0769534 3.9940818 -1.2152448 8.2087982 9.5879560 10.3525120 10.2306814 10.5948341 6.1333601 2.8720998 3.4284908 3.0325593 9.8049175 7.1333601 9.8317560 0.3696061 4.8069994 10.1961430 10.2009018 10.1476716 9.9922565 9.9885917 8.1155488 10.6414466 5.7958604 10.8921761 10.3057417 7.8042227 3.9139138 9.9830771 7.1509546 13.3354990 11.2628960 9.6511382 14.0438972 12.3740491 7.0514189 9.6246231 11.4151267 7.5528166 10.9623630 5.2275755 14.1903386 4.7846296 10.1520467 3.1769450 5.9139162 10.2161296 7.5057314 12.8188292 10.4450736 13.4184787 9.0349304 7.9190582 9.6748963 11.2921789 7.6143550 13.5611679 12.4373706 10.2714670 13.7284288 10.6615326 1.3696061 11.4025586 10.7594051 10.2608719 7.7676257 8.1596716 11.1495874 12.2528742 7.1897732 11.5563278 7.7417339 8.9533042 6.9545569 11.4667488 12.8972344 8.7930606 -0.2154123 NA 10.0607564 13.1006307 11.6706677 7.9445036 10.0307789 11.2779871 11.3167444 10.2306814 9.8338000 10.4189893 4.5125556 11.4915597 6.2603663 9.2583378 6.1769490 8.7944607 3.0325593 3.2440650 11.0390643 9.1574970 11.1214175 9.3667740 2.3696061 12.2271868 8.3279927 7.5461830 7.0226541 11.0328561 6.2108973 -1.2152448 8.3295963 9.7547379 7.0884130 12.1107806 3.6915230 8.8773891 7.5461830 -1.2152448 8.7460816 11.3230635 10.0878420 NA 10.1748010 9.1629268 3.1769450 9.7315383 0.3696061 7.2844780 6.5594184 8.7049850 9.1234352 -1.2152448 8.7860402 1.7846296 9.8405923 10.1239253 10.4107973 11.8293676 9.9756912 10.3320086 10.1110616 11.0473142 8.5395194 7.2844780 9.8892308 10.9922565 NA NA 0.3696061 9.7789855 10.5336801 7.8317557 1.9545686 8.5544699 7.9670262 10.2119449 TCGA-IA-A83S 81 1 2609 NA kidney NA tx nx mx male 2003 NA NA NA kidney papillary renal cell carcinoma 65 NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9253297 8.7790174 4.3195890 6.8609591 13.8556246 6.0357932 2.0972062 5.2935912 9.9510225 9.7918413 10.0953134 2.9716631 0.5122775 8.9237417 9.1740089 10.3740930 8.1811155 5.6207565 4.2126705 8.8916091 11.6603895 5.7976330 11.4307213 10.2771023 10.9168401 8.9530999 8.8916091 6.9300832 4.0357910 10.2435497 10.0110799 10.2654474 7.2737816 3.2126627 11.2802041 2.5354807 8.7743255 7.5401366 2.6821463 10.9007862 9.4576745 6.9216220 9.7374382 2.9716631 7.4251202 11.0484779 NA 11.4359296 10.4780150 8.1306164 6.2935912 8.0120764 13.8813509 10.6408695 9.7168018 7.7458504 15.9691947 9.8453861 8.1775665 11.3219988 3.9716631 8.5783199 7.0744733 11.9139102 4.1560891 13.0266982 2.3195890 7.9176275 8.9899891 6.2126705 9.4100761 1.8341449 9.5810090 9.6076146 13.1524756 7.1560871 15.3849003 4.6415113 9.8203649 8.2704537 11.8526372 NA 7.2126705 14.4925042 12.9216216 7.8386600 6.3066469 8.0475062 10.5607175 9.3733176 10.4880786 8.1269403 7.1121434 8.4040145 9.0377515 0.5122775 9.8587444 8.1987313 10.4656996 10.6619778 9.4085631 8.9088354 12.3840262 9.3244081 13.2618907 3.2126627 5.6207565 10.4009740 10.0495268 8.9818726 10.0387300 NA 2.6821463 2.0972062 14.5175482 12.4149826 10.1943475 12.1659715 6.8872706 10.6587993 11.2026652 4.0357910 7.2126705 7.4895108 10.3203905 10.8526372 12.1554105 9.1704421 8.2022287 9.9716624 10.7350256 3.2126627 1.0972062 1.5122269 9.0533272 5.7410489 NA 8.8045525 12.2279782 9.9889769 10.4161125 9.3733176 -0.4878237 9.2350382 7.8697826 10.3968363 12.7697659 8.1596892 8.6181392 5.3702131 5.2935912 11.1673141 8.2435496 11.4288566 11.2418514 8.7313991 9.6657827 13.5265999 9.3017644 8.9818726 8.9426831 8.8160115 NA 7.1121434 10.3074587 5.1459505 9.7635474 9.0915467 11.1677614 10.4887949 10.2238977 12.2435497 10.5122307 1.8341449 10.5079979 8.4479263 3.5122269 7.8386600 NA 7.3887475 5.4191209 13.1248689 10.9859365 9.7350256 10.7713855 10.6357055 9.1578890 NA 10.7523303 9.5387541 8.0000710 10.4591370 3.0971894 5.5566256 4.0971894 3.8341550 8.6695778 2.9716631 10.8725291 2.0972062 9.1917107 5.9241664 NA -0.4878237 11.5826871 11.0025802 11.2886637 10.2264763 11.4127202 10.0668195 6.8431472 5.6619776 8.2091984 10.2952289 9.6517820 10.1158570 7.7020549 NA NA 9.9859364 9.6846582 8.0080857 5.6207565 11.3033936 10.8548610 9.5810090 7.0673569 10.2637747 2.0972062 NA NA 7.3702114 13.6210002 6.5890459 8.8341588 11.1287795 NA 8.8409057 9.4896967 10.8867269 5.8341600 9.3355980 10.6940041 9.4236227 8.5206591 9.2804149 11.4576745 10.6683137 9.6115785 10.8796454 7.4547451 8.4808976 4.0971894 9.4236227 4.0357910 7.5671880 10.9935256 -0.00097017 0.00597000 0.48992000 -0.00221680 0.04641700 -0.00367930 -0.00760690 0.05309400 0.06708800 -0.00097017 -0.00097017 -0.00138580 0.00597000 0.00597000 0.48992000 0.48992000 0.48992000 0.48992000 -0.00415460 -0.00221680 -0.00373950 -0.00152430 -0.00387790 -0.00387790 -0.00498440 0.00000000 0.00110930 -0.00346270 0.48285000 0.00513590 0.06708800 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3098922 7.1195606 8.2604237 7.9550913 4.6785452 9.7825260 9.5917155 8.6657829 10.1434077 11.6056813 10.6983449 3.8341550 6.3066469 10.0397077 3.0971894 7.1121434 10.1351976 5.3702131 -0.4878237 6.7976330 3.5996987 1.0972062 8.8653776 6.8160108 10.5936209 10.0677785 11.6598332 7.8160115 NA 2.5122269 0.5122775 10.1177102 7.5290393 8.6259729 -0.4878237 6.3324090 8.8160115 9.8273802 9.2401512 9.8719802 8.5647988 10.5877098 9.7374382 3.0971894 9.8487373 9.2903078 6.8697826 5.0357910 9.1195611 6.7313991 13.2956382 11.5377164 9.0820862 12.9200296 13.3041058 5.9551733 8.7976330 9.8785529 7.2126705 9.6089458 5.7790180 13.2135372 3.9716631 9.3435380 3.8341550 NA 10.6676814 8.3733176 12.8876775 8.8431475 13.2618907 8.7143544 7.7168016 12.7895181 11.3131306 6.8872706 13.8293606 12.1554105 11.5983669 13.1567630 9.8217070 1.0972062 10.6266238 9.8194316 10.5192579 8.2435496 7.3639797 9.8576360 12.4204357 8.8894413 11.2260468 5.7216844 7.3887475 8.1881878 11.9026684 11.9173722 8.0896597 -0.4878237 NA 8.5009156 13.1391945 10.3250738 6.4895108 10.4355582 11.7461499 11.8916091 10.0677785 9.1214094 11.0416613 5.6415142 9.7719740 4.4191209 9.7743255 5.8520813 8.9363971 5.7976330 8.2637748 12.5201322 9.3163616 10.8774595 9.0896594 2.5122269 14.4999832 9.0857831 7.5620791 8.1989763 11.1547337 7.7313991 3.6821575 8.1560871 9.8045523 9.2903078 12.2260468 6.1269398 10.5387542 7.5729268 4.4664248 11.7816496 11.1846560 10.5756257 -0.4878237 10.5943798 8.4040145 4.0357910 9.9205604 6.3825946 7.7265499 7.1704419 9.3733176 9.6416038 4.5996927 9.9045481 2.9716631 10.3074587 11.0308839 10.1908309 13.1248689 11.2545401 11.4078060 10.4591370 10.6915178 8.0971931 7.0668200 9.6821558 9.6142063 1.5122269 2.9716631 NA 9.3228022 10.8842523 8.2333297 NA 8.8409057 9.1452258 10.4980726 TCGA-IA-A83T 80 1 2684 NA kidney NA tx nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8792135 5.2930835 6.1379645 9.1971707 11.6927200 6.1143774 13.0133203 12.0090630 9.6874014 10.0085299 8.1321048 7.2395794 5.9641352 12.6351806 11.3467862 9.1630898 5.7765094 0.9285030 11.5205334 0.6065370 9.8107758 8.2120635 0.9285030 10.1901368 9.8025711 8.9816232 10.5258532 3.5134781 9.7493291 10.6272166 1.6065844 9.5716465 10.1702567 3.2504462 7.6150123 9.1084011 12.6055267 10.2286356 9.6893981 8.1222834 15.8834261 9.9652349 7.4042449 9.5217162 2.9285030 8.6317235 7.1877846 11.7979515 3.8160364 13.1303295 4.0135963 8.2808821 8.7138010 6.5432221 7.9126457 5.5607791 10.2612198 8.6591518 11.0464147 6.3944867 14.5148462 3.1301401 9.0383426 8.2468289 10.7384407 NA 6.6122080 13.2233049 12.4250661 8.7229277 10.1059314 6.6009372 10.9878564 9.6400068 10.8850333 7.5520273 6.7046161 7.1726375 8.7098717 1.4139190 9.0053276 9.0380814 10.1976386 10.0868691 9.1467117 8.1592528 12.1604674 9.8751258 12.9759085 2.1915311 2.3070204 11.1621316 8.9718125 9.6927201 10.1578114 -1.3932735 -1.3932735 -0.3934630 13.9189350 11.0310126 9.6625439 12.1240071 7.2576358 10.7805731 11.3739406 5.9816244 8.4938042 4.9988995 10.1654828 10.8105435 10.3972377 8.1990407 8.7111827 11.5061295 11.0626815 5.6726743 1.6065844 6.2860642 9.4449999 3.5607761 0.9285030 8.3714552 11.9444844 9.2647954 11.2825408 8.5881509 0.9285030 8.1123952 7.8850331 9.9918801 9.8019560 4.4394769 8.5607803 5.4520748 5.2790106 9.9503248 6.2432083 10.7686604 12.1183365 8.5622336 9.8873545 12.7310283 9.4520738 8.3070236 9.2018414 7.2825408 NA 7.8521362 10.3497351 -0.3934630 9.1992932 9.3362046 10.1721619 9.5424854 10.7157615 11.7014862 11.3979502 1.7765252 10.3135114 9.6543485 4.6726743 8.3846607 NA 7.7255251 4.8919878 13.0441408 11.8623501 9.1094157 10.1094155 10.6292983 8.9859623 2.4139460 11.4781137 9.5910022 8.4692214 9.2459246 0.1915627 6.2504405 4.8545094 5.3879449 7.6807252 2.4139460 9.7827570 0.6065370 10.0333728 5.6418783 NA 2.9285030 11.8633822 11.3803412 11.6823972 10.8533244 12.0291742 8.4520740 7.0617470 6.6553976 8.0474528 9.1877843 8.3813708 9.6571126 8.8341999 NA NA 10.3199703 9.1457427 7.8639719 6.8639719 12.7850930 10.6223473 8.8556973 7.4215507 11.0063958 NA 2.9285030 0.9285030 -1.3932735 14.8822900 6.0236767 8.4645649 10.4622310 NA 8.7752560 9.4232475 10.6129099 4.7964109 11.2479582 10.8536212 9.0307502 9.8209028 8.8873547 11.6523435 11.0396476 10.5991682 10.8425980 7.8803794 9.7537887 4.1611702 9.2432085 3.0023245 7.1266529 11.5315818 -0.00214940 0.00245650 -0.00111990 0.00166420 0.51594000 0.00166420 -0.01100000 0.48509000 0.05637000 0.00069327 -0.00214940 -0.00214940 0.00652620 0.00245650 0.00180300 0.00180300 0.00180300 0.00180300 0.00000000 0.00319100 -0.00387790 -0.00138580 0.00750000 0.00750000 -0.01100000 -0.00013862 -0.00180140 0.00027728 -0.03791900 -0.03190500 0.05020600 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 9.741010 7.467671 8.447362 7.768245 5.759377 10.383428 11.178099 8.910821 10.654389 11.862984 10.042254 6.354777 5.704615 10.502916 2.513465 6.489227 9.544693 5.452075 NA 6.840204 6.286064 1.191563 8.852137 4.910363 10.802534 10.848865 11.197035 7.384661 -1.393274 -1.393274 NA 10.550197 6.320829 9.088383 -0.393463 7.620604 9.392036 10.173589 10.099438 9.502159 8.768975 8.621999 8.905792 0.928503 10.974545 9.074189 7.667280 6.313942 8.263009 4.537321 12.907079 11.149857 8.609399 12.725687 12.379001 5.766455 9.466895 9.996215 11.662883 10.616762 4.835404 13.530700 4.334504 8.141859 2.776504 -0.393463 10.578487 5.863971 12.682648 8.598106 12.975908 8.293084 7.820903 12.251229 10.916913 7.257636 12.703711 10.397238 11.936240 11.914638 10.161173 -0.393463 11.471930 10.214376 10.379311 6.243208 5.955313 10.546163 12.441549 9.495327 10.739084 5.537321 6.811155 8.748691 11.510654 11.429553 7.972906 NA NA 7.172638 12.704040 9.043212 6.313942 10.065503 12.0500454 11.8181680 10.8488648 8.8221167 11.1114028 6.4892266 8.2576353 1.4139190 9.4066748 6.1143774 9.3242602 6.1143774 7.1183369 11.6441291 7.8663269 11.2526925 9.0782589 2.7765041 14.5614390 7.8957728 6.1064300 7.0815473 10.6341443 9.1602131 5.9285125 8.5924256 8.7410102 8.2027737 12.1773882 9.6632215 12.2016081 7.7889780 -1.3932735 11.0283856 11.7659822 10.9789048 0.1915627 10.2166858 7.0495273 1.7765252 10.5633230 2.6940556 7.7098717 5.7461354 8.5881509 10.0268178 6.0412123 9.5351021 1.4139190 10.3497351 10.9560862 9.7840033 13.0441408 10.4434232 10.6790514 9.2459246 11.2295507 7.5665861 9.2432085 10.8080952 10.3989675 1.6065844 0.6065370 NA 9.4307469 11.6707253 6.0244372 NA 8.7752560 8.4815649 11.0202117 TCGA-IA-A83V 63 1 2941 NA kidney stage i t1b nx mx male 2002 NA NA NA kidney papillary renal cell carcinoma 40 NA white not hispanic or latino NA NA 1 5 1 3 4 9 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.1008263 10.7081547 9.6256926 7.4758639 10.2843027 3.4227578 8.9060307 10.3078387 5.6033237 10.7271418 9.8590475 8.0511371 4.3232187 8.7106188 11.5066749 10.7093872 9.4480766 9.1213413 15.6159903 9.6982562 7.8332747 10.4152188 4.3232187 8.9421265 6.8821845 12.1911574 8.4758639 12.7178326 3.5355678 8.8129615 8.7943112 6.2301069 8.3296430 4.0394280 10.1997337 9.3232167 11.2084774 7.0157083 14.6244958 6.8287445 8.8636604 9.5711443 11.7225710 NA 8.6296040 14.3637511 11.9734992 8.6757334 6.4700585 7.6191496 10.3992688 10.0608263 10.6079583 7.7732500 7.1008242 8.2573289 9.2488773 0.5158134 9.0374624 8.8332744 10.2564859 10.0895090 9.4377028 8.2606956 11.9352085 9.8656960 12.5458392 4.5158638 4.0394280 11.1392861 9.0216735 9.3908433 10.2815624 NA 2.5158638 -0.4841866 13.8463587 10.8623756 10.0364805 13.1923699 6.8995660 10.7861572 11.2425058 6.8287445 8.5900035 8.1083190 10.3511228 10.6782532 10.9299128 8.3328453 8.4167287 10.7488823 10.8144973 4.2707457 2.1008095 6.3102783 9.1008245 3.3232115 -0.4841866 9.1379136 12.4114372 9.2922949 11.0206809 8.9442221 1.6033118 8.3037643 7.4642288 10.8947961 8.8534839 5.9081788 8.8557119 7.8909014 3.9752908 10.3566398 6.9996776 10.8805437 11.9121991 9.1953419 9.6990381 13.1457876 9.5326701 8.4046051 9.0895090 7.3676113 NA 8.0819158 10.4235037 6.1239310 7.9529899 9.6895391 10.4852484 9.4391893 10.4458599 12.0545358 11.0196876 5.2437833 10.6920350 9.1150122 5.2437833 8.0781044 -0.4841866 6.8196426 5.0394236 12.8501352 11.5595727 9.6006702 10.9804076 10.4838086 9.1882872 2.3232259 11.3317455 9.5116289 8.4406744 9.7143068 1.1008431 5.6451454 5.3232151 5.2707494 7.4167283 2.6857832 9.9305471 4.7253158 9.6945268 5.8933331 NA 1.1008431 11.5006363 10.8794491 11.4744146 10.4634988 11.8802702 8.9525735 7.2712837 6.3468523 8.6348031 9.9504901 8.9608768 10.9033407 6.3862264 NA NA 10.2539542 9.2505715 7.8150701 3.6857832 12.7096952 12.9638491 9.4988554 8.2093491 10.8162144 -0.4841866 3.6033237 1.1008431 0.5158134 14.7705953 6.5926768 8.8909014 11.0733256 1.1008431 8.6059743 8.8169008 10.7667524 5.2972208 11.0559899 10.9788753 9.0569585 9.1794200 9.1213413 11.4892005 10.4197438 10.0675702 10.7785440 7.6033244 9.2437824 4.2707457 9.5017039 3.6033237 7.5736373 11.6835936 -0.0056757 0.0066653 0.0013868 0.0000000 0.4782100 -0.0069965 -0.0123860 0.4468100 0.0394780 -0.0056757 -0.0056757 -0.0056757 0.0066653 0.0066653 0.0013868 0.0013868 0.0013868 0.0013868 0.0053880 0.0000000 0.0016642 -0.0027707 -0.0058140 -0.0058140 -0.0099565 -0.0022168 0.0040243 -0.0045695 0.4503700 -0.0525310 0.0394780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 9.8810907 7.3487521 7.7398636 7.9138361 NA 10.2258073 9.8854592 9.7716930 11.1008243 11.8797666 10.4598418 4.8377919 5.1305726 10.3660487 2.9753000 5.7446805 10.3151434 7.8909014 -0.4841866 6.4106803 4.1597180 1.1008431 8.6656092 5.7253158 10.8718956 10.2471809 11.2311976 7.6399831 1.1008431 -0.4841866 0.5158134 10.4121943 6.8557119 9.0704508 0.5158134 7.3862264 9.0914010 10.2823908 10.0951778 9.7167605 8.6605201 8.6138940 9.3831407 2.5158638 10.6687804 9.0452925 6.9915955 5.3985043 8.8377900 7.5980108 13.2118513 11.2197654 9.0354980 12.5685997 12.7509786 5.8377894 9.2076054 10.2110902 10.1139144 10.4174830 6.2573294 13.5897524 3.2162996 8.5602560 4.1008263 -0.4841866 11.3058030 7.0704505 13.0325468 8.7350303 12.5458392 8.1561068 7.7253151 11.4892005 10.3969758 6.8995660 13.8237742 10.9299128 11.5482520 12.2784515 10.0236565 2.5158638 11.3812085 10.6125770 10.9804076 6.9996776 6.5926768 10.1820859 12.7362402 9.6668783 11.1139144 4.8377919 6.7253158 8.4700581 11.9510112 11.7356354 8.1524867 1.1008431 NA 8.3232169 12.7518761 9.5971989 6.5382293 10.2632157 11.9839768 12.0513803 10.2471809 9.6541337 11.2403757 6.5045473 8.0077152 2.9753000 9.5270891 4.8377919 9.1882872 7.1597180 6.9337143 12.0745217 8.6451450 11.1909368 9.3135234 1.1008431 14.0912238 7.9865617 6.2163016 7.4967443 10.4794805 9.0016911 7.5765577 8.5354527 9.1953419 9.3222664 12.2082594 8.6217702 11.8495763 9.8995661 4.5158638 11.9368747 11.6023298 10.7198216 -0.4841866 10.5772331 7.7779568 3.4227578 10.3637022 5.7446805 8.0781044 6.8377894 8.9442221 10.2791489 6.2707494 9.3923788 2.3232259 10.4235037 10.7867412 10.1036394 12.8501352 10.6643385 10.8417294 9.7143068 11.0521091 8.0354980 8.2674061 10.4794805 10.1542978 1.5158638 4.6451425 NA 9.6857869 12.1285899 6.7732500 1.8377818 8.6059743 9.1561068 10.6178375 TCGA-IA-A83W 70 1 2043 NA kidney stage i t1 n0 m0 male 2003 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 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0.2454957 8.0037630 3.3330086 0.2454957 8.4328922 7.9734603 10.5953354 10.3316762 11.3035554 5.8305013 NA NA NA 9.8482389 7.5263106 8.9090980 0.2454957 3.4934680 8.6697064 10.5187529 9.3475157 10.4549934 8.5964794 10.6496172 10.7577867 5.2899340 10.2727549 9.1464068 7.4353644 3.5674724 9.6832920 3.4934680 13.9565079 12.1720214 9.2483550 12.9096539 12.7770433 6.2342254 9.2953885 10.8333175 6.3748239 9.9692010 1.8304987 13.2390092 7.2844586 10.5216644 -0.7543826 0.2454957 11.1062390 7.5447481 12.5594151 8.4452123 13.5204277 9.3748230 9.2242504 6.4549934 10.4922806 9.4279344 14.1216732 11.9309305 11.3048845 12.9569919 10.2434251 -0.7543826 11.6135089 9.8482389 10.1880546 7.7924344 7.5355592 9.6926232 13.4597832 7.1821778 12.2632167 5.5123280 7.0203266 7.4982054 11.9593561 11.8961430 7.1821778 1.2455565 -0.7543826 6.9937332 12.1019656 10.9157404 6.8893957 10.8776265 10.9468465 12.1064330 10.3316762 9.9144250 11.1546831 4.6718029 7.0399554 4.2899377 9.3696612 3.3330086 9.0383303 5.7373920 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9.95863507 12.16819000 10.51877903 3.50707153 5.28728389 11.17178340 0.56842131 3.68394343 9.76650191 6.31442101 -1.01654119 7.93187094 4.59821631 -0.01654119 8.00864319 8.33885491 11.10981773 9.77303731 11.68983348 6.75829118 0.56842131 NA 4.37581793 10.97679594 7.86614700 8.43471495 -0.01654119 7.46731943 9.35636877 9.92894749 10.82977759 10.37903780 7.49129835 8.60188924 9.62826125 -0.01654119 10.70503013 8.12049502 7.08679120 5.02789715 8.38651567 6.26890593 12.33692622 12.00066005 9.04284813 13.42456744 12.06432121 5.56846692 7.98912822 9.57409072 8.97785717 10.85540890 3.56846996 13.68616338 4.98350441 7.28728482 1.56846996 -0.01654119 9.58155613 6.74505443 13.61859825 9.53905138 13.58492628 7.55715120 7.41395620 13.70123364 9.62826125 3.30543069 14.42119074 10.47065033 11.20599675 11.67981922 9.35745633 4.76486098 12.01675460 9.72665499 11.13452021 6.28728389 7.67350130 10.20085558 12.24309985 7.60555582 10.41238725 5.64171653 7.60188887 8.52460048 10.96042577 11.63746833 7.75168799 -1.01654119 -1.01654119 8.74006001 12.26180792 10.05477157 7.44293520 9.90236697 11.22727274 11.19265240 9.77303731 9.09202821 11.41107843 4.73838955 10.22369875 2.15341624 9.15967686 4.71142332 8.46530315 8.11792979 8.12561081 11.48707106 8.51877903 10.48235290 9.37474717 2.89038832 14.89975638 8.40392722 6.24089244 6.87224639 10.00309439 7.47134356 4.23143241 5.89039319 8.79246789 8.99473103 12.44191028 6.15342840 10.09137456 6.92014202 2.89038832 10.76116998 12.34681714 10.30599525 -1.01654119 11.46757132 8.35636877 4.65592994 9.26311424 4.47535731 6.07096672 6.69086263 8.80687083 10.01042125 1.30544528 8.39289481 2.44294350 10.10179595 10.49278384 9.49723132 12.40569989 10.15280237 9.62735988 9.58527449 11.29383245 7.75499303 9.78440354 10.88663237 10.36828742 NA -0.01654119 NA 8.58155613 12.51707676 7.47134356 0.98353178 7.07096672 8.57782835 10.76813850 TCGA-J7-6720 42 0 NA 388 kidney stage i t1 n0 m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA asian 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11.3831143 9.6557379 9.3256326 6.7339793 9.2442356 10.3999668 10.9466918 9.1045110 7.5697911 15.7185061 9.4628760 8.0639327 10.8939718 3.8498992 9.1033990 8.5421555 11.1839752 6.2218674 13.4578277 4.3099474 7.5251841 8.5156529 5.9019867 9.1515298 1.0843364 9.3198999 9.7848041 12.2883241 6.9864382 14.8454903 6.3170254 9.0373968 8.0268786 11.1045110 -1.2375236 6.6511794 12.9113100 12.3066763 7.9816050 6.5568524 7.5889844 10.9166215 9.7944820 10.5181584 7.9864377 7.3398651 9.0843644 10.3562943 1.3473822 10.2043430 8.4008722 9.5314476 9.9090050 9.7624364 9.0032275 11.7450075 9.1472199 14.5049826 1.0843364 1.0843364 10.9010280 9.8565139 8.9497885 10.4259944 -1.2375236 -1.2375236 0.3474389 13.6125254 10.4134880 10.1563630 11.7544895 7.9936574 10.2952792 10.8868808 5.0662184 8.1823963 5.5826162 11.1028428 10.8699803 11.8460669 10.2741890 9.0933531 9.6753257 10.6389533 4.0103681 0.7624764 3.1547614 8.9960559 5.6079250 0.3474389 9.1493765 12.2309331 9.8325573 10.8611264 9.1482986 -0.2375236 8.9936574 7.4489365 10.3780015 10.2110688 3.8917205 8.9398557 5.1887016 3.8068293 10.3753048 7.9621088 11.4015508 12.0395784 8.8904306 9.6211944 12.6742028 9.1407311 10.1045110 9.2732005 7.6297151 NA 8.3679157 10.8670351 1.5697827 8.7201334 9.0420467 10.9470017 8.0911111 10.2562917 12.0281978 10.6648114 4.0843620 11.1800251 8.8530119 3.8917205 7.7875761 NA 8.4988380 5.1887016 12.5427710 11.2290226 9.8197512 10.8150043 10.5580701 9.6887324 NA 10.9764305 9.3604887 8.1802886 10.5339258 1.9323636 5.6450791 6.0008406 4.1199869 7.2053798 3.6204222 10.6258483 0.7624764 8.9448306 5.5306201 NA NA 11.3469291 10.9298545 10.7404316 11.0204134 10.7813319 8.1823963 7.8091514 7.2571323 8.4259942 10.6270093 10.0860541 10.1488377 3.4062918 -1.2375236 NA 10.0690676 9.6204172 8.4852437 6.0198242 12.3483377 10.3131830 10.8978250 7.4151375 10.4264390 NA -1.2375236 NA -1.2375236 14.6197613 6.5568524 8.3322917 11.3225302 NA 8.2918669 8.7084214 12.2296597 5.6328004 10.1643824 10.1744768 9.4929065 8.8498992 9.8425876 11.5423608 10.6640574 9.8231322 11.0047172 7.6016401 9.5331002 3.4628769 9.3954315 4.5466784 6.6916947 11.5959194 -0.0047079 0.0026357 0.0000000 -0.0031859 1.1177000 0.0178240 0.0109210 0.5411800 0.0670880 -0.0047079 -0.0047079 -0.0076101 0.0026357 -0.0065229 0.0000000 0.0000000 0.0000000 0.0000000 -0.0027707 -0.0027707 -0.0042929 0.0178240 0.0220240 0.0220240 0.0185230 -0.0062286 0.0199230 -0.0040162 -0.0149160 -0.0237030 0.0670880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 9.5380465 6.3398643 8.3771463 6.8920279 NA 9.4506865 8.3322917 8.2336235 10.6994422 11.4398785 10.3539586 4.4628769 6.4489373 9.7518307 2.3474105 6.9621082 11.7479225 5.1887016 NA 6.9718895 5.6204163 -0.2375236 8.8177189 6.8231328 10.5354683 10.5649527 11.3047814 7.6420192 NA 1.5697827 0.3474389 9.7346981 7.0753198 9.2502764 0.7624764 6.3697666 9.218791 10.042627 9.162248 9.499684 8.728221 8.773663 10.304501 3.669322 10.101173 9.201228 6.942346 5.860469 9.567374 4.971888 13.427606 11.367684 9.600064 13.089919 12.429775 6.093353 8.870961 10.184501 9.772964 10.524818 3.669322 13.546151 5.751121 10.291379 2.932364 -1.237524 10.478398 7.672329 12.580219 7.914721 14.504983 8.676821 8.326586 11.030978 8.384488 7.993657 12.339865 11.846067 11.985986 12.631452 10.439715 2.462864 10.077586 10.897183 10.540513 7.962109 7.417072 9.756790 12.884213 9.702015 11.602427 5.971891 5.962109 8.111164 11.363046 11.718268 9.226982 NA NA 7.725332 12.921125 10.868914 7.184501 10.986740 11.6837193 12.4863105 10.5649527 9.3936133 10.5814178 6.1718273 9.1265710 3.8917205 9.5206595 4.8709614 9.5347509 5.4206475 9.4809691 11.8862327 9.7361337 11.3983811 9.9241980 2.5697827 15.0428083 7.4271326 6.4348617 7.9496400 11.0821084 8.5256488 4.5173261 8.2482654 10.1622482 9.0838457 12.5180541 7.2542898 11.2429741 9.1739472 2.5697827 10.4427958 10.5830142 10.3590920 -0.2375236 10.7610267 9.2632781 2.9323636 10.6043937 2.2218771 8.2361419 7.3015950 9.1482986 9.4678095 5.8392517 9.6857638 2.5697827 10.8670351 10.7941375 10.8278524 12.5427710 11.1150315 11.4672045 10.5339258 10.7750608 7.7958591 8.5633362 9.6032142 9.9241980 0.3474389 0.7624764 NA 9.0866169 10.3850601 9.0139186 -0.2375236 8.2918669 8.6602819 10.6738283 TCGA-J7-8537 37 1 321 NA kidney stage iii t3 n1 m0 female 2011 NA no 80 kidney papillary renal cell carcinoma NA NA asian not hispanic or latino NA NA 3 2 1 7 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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21.9512195121951 24.390243902439 24.390243902439 7.5318774 10.7317021 9.5642989 10.9637108 10.8033507 9.2960944 NA 8.4000106 9.0801225 -0.2850731 4.1435077 4.0724489 7.4394079 8.0368220 6.6277834 10.8791722 12.7454747 6.3073502 8.7177086 9.8148990 11.7893698 13.7943323 10.3291434 11.0069277 8.4066374 6.4830773 7.9437121 13.2504765 2.5222567 NA 6.2305931 11.0661090 9.8036820 8.7903729 3.4697818 -0.2850731 8.4445147 10.1733004 11.2890142 8.3092185 8.3873190 8.4359931 11.3219928 11.8647996 7.7970428 10.9962442 7.2733145 9.9875235 9.6603375 8.4995286 6.3659462 3.4697818 11.1131030 11.0195303 10.6153832 7.6456311 6.7863559 10.8351543 1.8848323 9.2563583 8.4428141 6.7917099 10.6996682 10.2550218 10.2355124 9.6030206 3.2384506 5.7917099 10.0872147 3.3587479 11.4211739 8.7078322 6.8493200 3.2998601 10.1753497 10.0340013 12.7159500 9.2713423 8.7606534 15.2416833 10.0707954 8.2828498 11.4500266 4.6921761 9.1029111 7.3406023 12.5736518 7.7997019 12.7327461 2.6131073 8.7916959 10.7299603 9.0647279 8.9022458 3.3587479 8.9010081 9.4394077 13.1709272 7.5852585 15.7069330 7.1946741 9.9329241 6.9096507 12.3844432 NA 8.1285218 14.1405686 11.3961321 7.5318774 7.4048921 8.8557235 10.4892691 9.9828509 11.9657843 9.6202807 8.2733145 9.2598581 9.5572441 8.2167308 10.0446901 8.1599087 10.5346737 9.0888465 9.3784518 9.8461076 12.7846666 9.5960076 12.2661214 2.0368198 3.2998601 10.9547906 10.2742900 8.9828507 10.1768847 NA 4.4962514 1.7148829 13.4938949 13.3030813 10.7745762 13.1099592 9.8357796 9.8766555 10.0249384 12.2798768 7.9437121 9.3766718 11.0760151 10.0691431 11.9933432 10.6165149 9.1640423 11.0092273 10.8224378 2.4153260 2.1743105 NA 9.1411584 0.2998308 NA 9.1568006 11.6290920 9.8954246 4.1072108 9.3873190 0.2998308 9.5650806 8.0163899 10.4053239 3.6690948 9.8954246 9.1274636 6.3148071 5.5975371 10.2728361 8.6036371 9.7856856 11.0289104 10.7310056 9.0095146 11.9806553 8.9851890 9.2771363 10.1226926 7.3623524 4.9243470 6.6978878 10.0351302 2.6323148 7.0440618 9.8461076 11.1845356 9.0175328 10.3970106 11.6803173 10.0135291 4.5975371 11.6030662 7.6601913 4.7809819 5.9437127 NA 7.3873195 6.6456311 11.3059485 10.5406476 10.4785211 10.3259185 10.9974031 8.5414420 2.0368198 10.3615064 9.3378607 9.3677386 10.2828498 3.6690948 5.3148053 3.7148939 10.5627185 10.1789288 1.0368198 9.4351381 2.4153260 8.5270711 6.4291389 NA -0.2850731 10.8938698 10.3983271 11.3440227 11.2139922 11.2804719 10.2037381 8.8538310 5.8168173 9.9711025 10.9081110 10.4205261 9.7681408 6.0458099 NA 1.2998308 9.2828498 10.0014515 7.9746371 NA 12.5071757 10.5246619 7.9722814 6.3935295 10.3026712 NA 0.2998308 NA 8.3908508 12.2307167 8.0921043 8.3820053 11.0413232 NA 8.6950334 9.9177583 10.7776145 4.3296044 10.8512441 9.8873213 8.5697622 9.4588866 8.7688195 11.2749877 10.8425657 10.4818367 11.1085524 8.4013941 9.6187757 5.7592890 9.8885708 4.1411548 5.8255084 10.0385115 0.00541390 0.00295690 0.01474900 0.01670500 0.00861350 0.01447000 -0.00027724 0.20779000 -0.12823000 -0.40860000 0.00541390 0.00541390 0.00295690 0.01042400 -0.37546000 -0.37290000 -0.37290000 -0.37290000 -0.35931000 0.01670500 -0.36691000 -0.38750000 -0.37493000 -0.37493000 -0.31221000 -0.37842000 -0.36352000 0.00527490 -0.01367700 -0.43061000 -0.12797000 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 8.6618002 6.7317019 8.3837786 6.1269976 1.2998308 7.6426720 8.7148939 9.6215964 8.6763436 10.8041952 11.2598582 NA 6.9096507 9.4714501 -1.2709041 9.3614526 10.9437124 6.3148071 NA 7.2771358 5.0724446 1.8848323 8.7064155 6.4496026 9.3107014 10.8791722 10.6688755 9.3784518 0.7149269 -1.2852489 NA 8.6806781 7.0768380 9.6074365 -1.2852489 7.7592877 9.6005902 10.2569583 9.6943189 8.9010081 9.9127247 8.2790431 10.8916902 6.4083807 11.2152377 10.7465949 7.3873195 7.1242847 10.1573189 6.3943735 14.4138425 11.3078179 9.4797653 13.8766161 12.3337380 6.9816803 9.1189709 9.8966672 7.8260292 10.7806465 6.9769891 13.1700925 7.0141020 9.8640058 3.2384506 0.7149269 11.6045878 8.4764449 12.6799565 9.1125683 12.2661214 9.9219080 8.7233224 9.7386481 12.0868065 9.8357796 13.7895370 11.9933432 12.1125684 13.5784025 10.0921042 3.5222441 11.4479091 10.6229110 11.8201475 8.6036371 8.0591898 10.4962535 13.0957606 11.1689359 11.4832848 6.0277778 7.6005902 8.9734597 11.4927655 12.4879299 7.9121103 -0.2850731 NA 10.9065699 13.0860578 11.5564345 7.7233224 10.1712481 10.914873 11.158873 10.879172 9.814899 10.329143 7.486383 9.858277 6.401395 8.801030 6.554098 9.554885 7.797043 4.107211 12.389306 9.226647 10.792043 10.727867 NA 12.891301 8.407143 7.728914 7.098252 10.173300 8.839015 4.036820 8.192652 10.385550 10.526670 11.302202 5.904718 12.057246 9.150564 NA 11.752441 10.650795 10.596008 -1.285249 10.121099 9.121099 4.645632 10.261788 3.174327 8.569762 3.174327 9.387319 8.885220 8.447909 8.997982 3.759284 10.035130 10.049167 10.010089 11.305949 10.298447 10.389969 10.282850 10.170735 7.697887 5.238454 9.254053 9.440260 2.884813 2.522257 2.174311 9.775590 10.778643 9.820148 1.884832 8.695033 7.674896 9.640448 TCGA-J7-A8I2 75 0 NA 307 kidney stage i t1b n0 m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA asian not hispanic or latino NA NA 1 1 2 5 1 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.5518402 1.9225023 5.5547515 9.4239227 12.6279431 11.7268243 10.8573538 11.3913112 8.0558827 7.7103340 6.1397151 10.0025016 3.5074522 NA 6.7704802 10.0445350 10.1920778 10.8389602 6.6558384 1.9225023 8.0393473 9.5298139 9.7413852 8.0722307 8.0476387 4.6880181 10.0944109 10.7792203 4.3554462 8.7064639 3.5074522 10.1319369 9.1083501 8.6145759 9.1986078 0.6005552 7.1004016 11.0173530 10.2389914 8.1551441 4.1241213 10.5559656 NA 7.8389600 8.5634514 4.7704802 10.0215683 9.8100087 9.3284759 10.0289470 0.6005552 5.0268222 10.6843472 5.8100086 10.6387886 11.7243535 2.9224833 3.0599955 7.7142977 11.4670616 9.4538651 10.0362257 11.0273444 14.3499011 9.4678342 8.7579023 7.6339782 5.8100086 9.8136597 8.3520995 7.0599868 5.3554427 9.8859576 4.6113377 11.2569892 14.0651012 9.5474618 8.7142977 10.3909040 10.6456325 9.5179276 9.4616423 5.9043372 14.3208916 7.0599868 9.0054202 7.7401066 11.3674984 1.1855494 4.5074458 9.7817077 6.4831983 9.1221558 3.3010023 8.2004681 7.8813263 6.8766802 11.4436913 8.3982170 6.9842601 8.9359459 8.3250693 NA 9.2551915 8.4366058 10.2632238 11.1962791 10.4686063 9.4143366 10.9642412 10.6463151 10.0046326 NA -0.3993496 10.5735352 7.3554427 10.6256950 10.3361114 12.0745148 3.6005552 2.7704908 13.8039034 5.0268222 11.8464052 2.4079237 5.1855177 11.5360889 11.3851903 2.7704908 8.7246769 6.6449493 10.9060472 9.3044590 11.1240929 10.2389914 8.4984009 8.8026792 11.4034757 NA 3.0599955 1.1855494 9.7220889 5.1241172 -0.3993496 9.6145759 9.1221558 8.5892403 NA 9.7246767 -0.3993496 11.0078232 8.9337107 12.5716409 4.4079101 3.1855177 9.1063669 6.5074458 0.6005552 7.9269850 6.8389606 9.2605512 10.5253679 10.5066945 10.2253509 13.2085792 9.9247359 3.1855177 8.3654270 5.6005552 4.1855177 6.9404052 10.4421198 NA 6.6773715 10.2398961 9.4207344 3.7704802 10.4809043 11.8188159 10.9470692 5.0599868 9.1779843 8.6062079 3.1855177 9.8437294 NA 8.4239227 4.9224833 12.9135802 10.9614025 7.5720992 9.5342461 7.4953730 8.1589762 2.7704908 11.2531092 9.7452136 8.4429058 10.5201637 0.6005552 4.0599868 10.3344181 3.7140916 4.6449522 -0.3993496 9.0924086 3.9928772 8.1779840 7.0982479 -0.3993496 1.1855494 12.1808140 10.6367290 12.0556257 11.1206830 13.1575404 8.3044590 4.4145956 5.8876203 10.6753659 7.8905744 9.6201461 8.5194188 1.6005552 NA -0.3993496 10.2534004 9.7903799 9.7285498 2.4079237 9.8063487 11.3512624 8.0599868 7.7047869 10.4530850 -0.3993496 NA NA 0.6005552 13.4591193 5.3554427 10.0414247 11.5554788 1.9225023 8.8951763 8.8516116 10.7496674 10.0152407 8.4491784 10.1911425 9.4444766 9.8602986 9.4999124 11.6575318 9.0099464 9.3900892 9.8986180 7.6666444 9.7767286 3.9928772 9.5223964 3.9224833 9.6996797 11.8383629 0.00191450 0.00274720 0.00608170 -0.01406300 0.00260840 -0.00113600 -0.00033217 0.83840000 0.05363600 0.00191450 0.00191450 0.00191450 -0.00002724 -0.00321310 -0.00196710 0.00608170 0.00608170 0.00608170 0.01430200 -0.01309200 0.01234900 -0.00113600 -0.00016586 -1.29290000 -0.00067770 -0.00418170 0.00233080 -0.00321310 -0.00929380 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6.6773715 12.3384365 12.1848133 9.2835500 14.2211762 12.9572825 6.8100086 7.2516074 9.4223295 3.1855177 11.3335708 13.7605056 14.5013751 7.3753427 3.6880237 5.4079101 2.1855177 11.7188477 7.1627981 12.2299120 10.6827044 10.0046326 10.1455199 8.3079144 7.2371803 8.4923391 5.1855177 11.0944109 11.1240929 9.1704111 12.7442575 10.0351837 NA 11.4866330 9.6906678 9.2335507 6.8389606 8.7401069 10.4507423 12.6471679 5.7503037 10.5393999 6.9581072 9.5014222 7.7298382 10.3520995 13.2614427 9.9202275 1.6005552 0.6005552 10.1113196 12.2330963 11.7219432 7.5194185 9.9690620 12.2621109 11.3541900 10.8690974 9.4239227 10.8573538 7.0924083 7.8389600 5.1241172 8.1123081 5.0268222 8.7090800 4.3554462 5.5312941 11.9853257 8.5223964 10.9690619 10.6793734 3.0599955 12.8529252 9.3871191 8.4709203 7.7183541 9.9314722 7.7142977 1.1855494 6.8673418 9.2817937 8.1900943 13.3607556 4.8859599 10.1930125 8.5576575 NA 6.9224833 11.5703017 10.1599325 NA 11.0199890 8.8341752 2.6005552 10.4793728 0.6005552 6.4460461 4.3009949 9.7246767 10.5127187 3.4079101 12.3350534 5.8100086 10.4421198 11.1512205 9.5963226 12.9135802 10.1358309 9.7579023 10.5201637 11.3575286 8.2262643 8.9992991 10.8323766 10.9224835 0.6005552 -0.3993496 3.3010023 9.0661218 11.9377313 8.8269676 0.6005552 8.8951763 7.0351840 10.0813456 TCGA-KL-8323 57 1 1158 NA kidney stage iii t3b nx m0 female 2000 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 NA NA 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4603076 9.3744777 7.9219653 9.0674284 6.6796631 -0.3259010 9.6929336 11.0422716 7.2362802 10.5490193 1.4814023 9.7414724 9.8452148 9.3464634 7.8389448 0.2589410 7.6796624 9.5289065 10.0550401 7.5536216 2.5809173 11.3015764 2.1295138 9.7374331 8.4586728 -0.3259010 11.1771184 9.5921559 7.6484525 8.9847531 -1.3259010 3.0663476 10.3770763 0.6740086 12.6180179 8.4339263 6.3882843 2.4814023 11.1650668 9.8110291 9.9449173 8.7901351 7.5597342 14.7373910 10.1833182 8.0027132 9.2267072 5.2286263 8.2438937 8.5132416 6.5869268 4.9028550 10.9917333 2.7140476 6.6450070 0.6740086 10.2538254 9.1966196 4.7825606 10.1065800 9.6620125 11.9584284 7.6077283 14.0655498 7.1618776 10.8394947 9.5140291 12.8303581 NA 3.7614980 8.2887480 11.6491694 8.7401272 0.2589410 3.9219694 5.2739522 7.9337815 11.5505549 9.6333155 8.9384805 10.6807147 9.5673395 1.9959548 10.1416435 9.1887520 11.2151346 10.8706401 9.1528076 9.1857907 11.8775680 9.7259267 13.6537758 4.4553996 -0.3259010 9.3241923 8.6796627 7.2093130 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9.80923725 10.15434042 10.97392749 4.43949681 8.16386349 8.95485468 NA 8.90462047 12.37126295 11.11130797 NA 10.33062092 8.81378119 0.91594151 7.51584883 5.20133980 6.61637534 8.58836123 8.54529233 10.47361007 -0.08405849 10.56608991 9.81831087 10.06695226 11.35160597 8.59189293 11.66957037 10.05036211 11.24348838 10.33694856 10.14475446 5.96033099 7.44731718 11.13268158 10.95004689 0.91594151 3.23786960 NA 9.12782413 13.34797646 8.65064538 1.50090401 7.74248393 7.70383853 9.60767929 TCGA-KL-8328 60 0 NA 3127 kidney stage ii t2b n0 m0 male 2003 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 4 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9621845 11.8414415 9.8593215 8.4817950 11.7072989 10.5583531 12.7757516 7.5373931 2.0278264 10.1188329 9.3376937 9.0649276 10.0618731 NA 4.7886492 1.8579014 14.1254316 1.4428639 10.1028717 NA 8.5125493 12.4317972 12.0688891 4.0278352 7.0076608 9.0734464 10.0328391 11.6092482 12.0086016 10.2773469 9.0685848 5.2329523 11.6644630 3.3173475 1.4428639 5.6392727 9.7143389 4.4125038 NA 9.6684851 10.3961023 9.7205507 10.1450486 9.0746593 -0.1420986 9.3785320 7.7158941 10.0980309 8.8858193 3.6652677 7.2799782 7.5303384 1.4620000 12.2150530 7.4981583 8.6392730 11.2930627 9.9592326 11.0012966 13.1884802 9.5267983 9.5035718 12.1333104 2.8579213 2.6652791 8.7158944 9.7382622 9.0634134 7.7093816 9.5858339 8.7282780 -1.1420986 11.2974846 10.2987826 10.2998201 3.0278441 11.1258704 9.4119073 2.8579213 4.8351914 NA 9.2340388 5.9871958 12.1715050 9.8670422 7.0575857 9.0465022 9.6708929 10.3080936 4.2841810 11.1900367 9.1317091 7.6194644 10.8565038 8.1082118 6.0177839 6.6392727 NA 0.4428639 10.8624674 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11.3654603 11.8040886 10.8565038 9.8193631 5.9974640 8.5841316 11.0755682 10.8294569 0.4428639 4.0278352 -0.1420986 8.3029281 6.5907248 9.7073184 3.2502340 8.9598889 7.9186093 9.9955450 TCGA-KL-8329 57 0 NA 2752 kidney stage i t1b n0 m0 female 2003 NA no NA kidney chromophobe NA NA asian NA NA NA 1 1 1 3 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.792572003 9.189727964 12.053439552 10.031714847 13.387373810 5.449488743 2.405093798 9.853209577 8.854241937 8.286207037 10.199915227 NA 9.345406799 -0.009989098 13.858653225 1.575021826 9.832929878 3.449482140 10.667481751 10.687602525 11.467645336 4.019799751 6.269280060 7.385232567 10.840503046 11.343386335 11.625226647 10.613022616 9.041717734 8.624261770 10.800091716 1.727005550 0.990083536 4.554840534 8.945221123 5.653019878 -0.594878965 10.272371896 11.418241400 10.398739310 3.797407330 9.802232968 2.401493945 9.756584676 6.476555047 9.461094063 7.722505643 5.063304472 8.758239874 9.181526240 2.727027340 11.186452893 8.984409059 9.919314158 10.814749315 10.366181107 9.827236781 13.059785179 9.446752278 10.288500222 12.606145014 2.311997105 NA 9.673050374 9.995212433 14.388795175 7.446888925 10.311608011 9.394487775 2.105543992 10.978740414 10.843885101 11.383446182 2.797407330 10.520787198 8.124499259 4.133012711 5.449488743 NA 9.137260663 7.542084668 12.173070702 9.982522056 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6.3340551 11.4098404 8.1583098 1.8645328 11.7852837 10.8263691 10.6485648 10.7502212 6.6387125 10.4715188 8.5420843 -0.5948790 8.8542419 11.5726682 10.4865766 -1.5950969 10.8147493 9.2466575 1.5750218 8.3534605 2.2124448 10.0713171 8.2188746 9.8022330 10.3054694 4.4494887 8.1831704 10.1982901 9.9952124 11.5965766 9.3089751 12.1730707 10.5677993 12.4783143 11.1031467 9.6829618 6.7887979 8.6470763 10.6506459 9.9848805 0.9900835 5.9519887 NA 8.7393665 8.9703001 10.3450397 1.9900472 9.2622967 7.7225056 10.4805723 TCGA-KL-8330 44 0 NA 3304 kidney stage ii t2b n0 m0 female 2003 NA no NA kidney chromophobe 35 1977 black or african american not hispanic or latino NA NA 1 1 3 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.69928510 3.81226204 7.47875425 6.91347348 7.60516539 10.78260170 10.41009768 0.97092726 6.53065447 9.76537529 12.44441154 15.38735963 12.13890023 10.57520378 9.33801006 4.89378933 8.18203674 5.92515681 -1.61396164 -1.61396164 4.74354728 8.89379145 10.02307456 10.61120439 3.14087679 0.38603836 9.31599500 9.52298810 6.51528037 6.60031585 4.81226204 NA 9.43720589 11.19556414 5.63392520 7.90955892 2.63391939 9.64691650 9.33873817 9.63214368 7.74794052 0.97092726 7.25327549 9.49582765 10.04108045 7.68977788 NA 11.66476726 -0.61396164 8.82062511 8.97001987 NA 11.65043954 9.38176421 8.24397795 9.39729407 NA 3.08644411 10.46426117 0.70796645 12.00392350 9.18932076 6.03704831 2.97096406 9.64926031 10.11858840 8.89774958 9.17308320 5.61481583 13.51624573 10.57952233 7.94441749 6.66212145 5.66212003 8.43856483 8.38458735 6.87784975 1.55591429 10.93842592 3.47346224 6.98665326 1.55591429 8.18365870 8.74794086 4.26863650 10.59788523 7.06547753 11.82465888 6.75231909 13.47275353 6.06547753 10.09162936 10.10281636 14.23569525 -1.61396164 4.77831373 6.76103656 12.79346389 9.58995669 -0.02899914 2.38598316 1.38598316 3.90956192 11.63466578 9.39021733 6.21254599 10.76239367 9.37183892 -0.02899914 10.28195089 9.00254586 11.51897859 11.57674759 9.20537785 8.81121283 12.33259899 10.52938019 13.61838041 5.36327623 2.08644411 9.71411086 9.40628240 7.98962327 10.96766830 NA 6.00070765 1.84542983 13.19123701 2.63391939 9.59484093 -1.61396164 10.81330983 11.37981988 11.21690824 -0.61396164 6.64338435 7.26251396 10.80595712 10.49223276 11.57805086 9.83875295 9.19897635 4.11391715 10.84260806 1.84542983 -1.61396164 4.26863650 9.31599500 4.86173210 -1.61396164 10.72612524 9.41597431 10.39757367 9.34164691 9.92418586 -1.61396164 9.90415831 7.13083102 9.51805314 6.47875344 2.47344925 7.43312053 8.01353093 2.19336174 12.80878447 8.81226171 10.16242998 10.68405954 9.53764784 9.25596094 13.81938679 9.24086525 10.40558771 10.78847610 -0.02899914 -0.61396164 9.28005690 9.80858745 14.68910271 8.23241181 10.16735667 9.12830629 1.55591429 11.53859869 10.06371662 11.22480693 3.34019193 10.53796480 8.44972891 1.19333020 5.28081530 NA 9.64809185 6.93289149 11.75872599 9.53447351 8.01170584 8.15252569 9.95680142 10.55686094 5.16735793 12.14331299 9.50753045 7.82062511 11.45829705 5.20617433 6.20617629 4.92515444 NA -0.02899914 10.80957514 12.36497548 3.02985922 5.92515681 10.14950403 NA NA 11.71383025 10.41700890 11.68248306 10.78527492 11.32355466 8.15252569 9.74266901 6.41958440 7.45208636 11.35915617 9.95395298 7.15748640 0.70796645 NA -0.02899914 10.99955620 9.60152995 9.68004334 NA 9.05665316 10.03030393 6.62440216 8.75502709 8.93192677 NA -1.61396164 -1.61396164 NA 14.62116978 8.40415550 8.98776766 11.21135327 -1.61396164 9.51978130 9.24204891 11.58336723 3.67139529 10.16037228 10.99886547 10.47644022 9.58444206 8.79750785 12.56193630 10.68863585 10.40071488 10.24979611 6.12070652 8.28384262 10.29025528 10.53192909 4.02464769 8.35131958 10.51173329 -0.8082300 -0.7833600 0.0593660 -0.8277500 0.0491140 0.0420240 -0.8248900 -0.8205500 -0.3950800 -0.8149900 -0.8149900 -0.8082300 -0.7833600 -0.7833600 0.0424490 0.0424490 0.0424490 0.0424490 0.0543760 -0.8389700 -0.8252900 0.0420240 0.0239870 0.0239870 -0.8248900 0.0339720 -0.8177800 0.0401850 0.0034687 0.0122370 -0.3950800 -0.825 -0.825 0.000 0.000 0.000 0.000 -0.818 0.000 0.000 0.000 0.000 -0.816 -0.816 0.000 0.000 0.000 0.000 -0.815 -0.815 0.000 0.000 -0.827 -0.639 -0.783 -0.783 0.000 0.000 0.000 0.000 -0.818 -0.818 -0.813 -0.813 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 -0.395 -0.825 -0.825 0.000 0.000 0.000 0.000 -0.818 0.000 0.000 0.000 0.000 -0.816 -0.816 0.000 0.000 0.000 0.000 -0.815 -0.815 0.000 0.000 -0.827 -0.639 -0.783 -0.783 0.000 0.000 0.000 0.000 -0.818 -0.818 -0.813 -0.813 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 -0.395 10.4097514 7.1804125 7.7034094 7.9864115 0.8584585 10.5411314 10.3657794 7.0714817 8.5101181 11.2456463 10.8438908 -1.6139616 5.4194209 10.3668506 1.1933302 10.3137750 9.5344735 8.0135309 NA 6.7523191 -0.6139616 -1.6139616 9.6811918 7.8576719 10.1957891 10.7826017 10.9035974 6.5559220 3.5152835 NA NA 10.0575380 8.0189924 10.2682579 -0.6139616 1.3859832 7.987768 8.175531 8.149210 9.140049 10.543028 11.258864 9.944418 2.086444 10.307094 7.930961 6.363276 5.113917 8.993327 4.193354 12.378581 12.825243 8.966255 12.641247 13.035309 6.237745 7.976584 9.757229 2.633919 9.902189 8.976584 11.970020 9.658627 7.140884 3.743547 1.555914 8.596668 7.887834 11.572730 9.010792 13.618380 8.802795 10.384587 11.676016 8.897750 10.813310 15.200617 11.578051 7.096804 11.699163 10.022168 NA 10.514958 10.733341 10.266728 8.812262 6.885843 9.778851 12.340284 5.494521 11.553258 3.243974 7.522988 9.338738 11.257132 11.826347 3.743547 NA NA 12.402805 11.024207 10.889574 4.430392 10.919570 12.73900590 13.23432647 10.78260170 9.76537529 12.13890023 1.19333020 6.30485963 2.63391939 8.61361305 2.84542983 9.70792505 5.63392520 2.38598316 12.15106751 9.31821175 11.05222099 10.67687976 3.29288480 12.01671913 6.08212988 5.78687599 7.18822287 11.70848851 6.40280573 NA 11.78860937 10.94130508 9.76645801 10.62738432 2.77831373 5.70792505 7.41942007 NA 8.85970281 11.51221745 10.11816438 NA 10.89972457 9.19254656 NA 6.61481583 NA 9.40280530 9.09249289 9.92418586 9.89256240 -0.02899914 11.05709565 10.02804860 9.80858745 11.96375620 9.25095684 11.75872599 11.06085127 12.93475867 11.45829705 9.57025248 4.47346224 5.70792505 11.06569697 10.27512057 NA 10.08588164 NA 7.21571936 5.90877449 10.10452983 3.47346224 9.51978130 8.30038231 10.08252989 TCGA-KL-8331 48 0 NA 3010 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 1.8288753 4.1739349 7.2767451 7.3619613 8.0409324 10.7264292 10.5940863 1.7144873 5.8844270 8.9227375 12.7147672 14.2315942 12.2022175 10.5469975 9.9499190 5.7479271 8.0851904 6.6516703 0.7144873 NA 5.3727153 9.2380650 10.1795592 11.3130209 2.5218548 0.7144873 8.8629798 10.2594675 8.0159993 7.4593365 6.4626953 0.7144873 9.0917136 11.2277372 5.4287487 9.9511152 0.7144873 9.8775237 9.3190563 10.4714763 8.5956170 0.7144873 8.3691393 10.1217709 9.8629796 7.4559699 -0.2854248 11.5769448 -1.2856006 9.8850542 9.0665464 -1.2856006 11.5244721 9.4079900 8.1922612 8.6065599 0.2994791 4.4149406 9.6236461 3.6686978 11.8990685 9.9245655 4.1068173 2.6213838 8.2073175 10.1339367 9.9493206 9.2670858 7.2262561 13.6606326 10.6799267 7.8718498 8.3236817 4.9624287 7.9360902 8.7017670 11.3718216 4.4149406 11.3756131 4.4191006 5.8816206 2.9624380 9.3209084 9.1323555 6.5662520 11.0350216 8.3744992 10.9132551 6.8693212 14.6421667 4.3583611 9.6062868 9.6599469 13.9141371 NA 5.1902356 7.3727145 11.6187614 9.8249864 3.0364330 9.1302449 7.1281315 6.2767460 12.2682524 9.5537068 8.7738477 9.7003450 8.9481228 0.7144873 9.7893136 9.7333987 11.6132934 11.4683466 10.0889993 8.3347229 11.8782141 10.7060250 13.0278822 4.1407705 2.8019657 9.8825483 8.1449554 8.3709280 10.2321724 -1.2856006 7.2919323 3.1068173 14.2606741 2.2994791 10.6359722 1.0363978 9.1302449 11.7328771 11.5683974 0.7144873 7.0091243 8.5709285 10.6202661 11.2363489 11.5788479 10.4677199 9.4364567 4.9624287 11.2265027 1.0363978 -0.2854248 6.4826870 9.1078937 5.2690930 NA 10.7799193 9.9463243 9.8444301 10.1641677 9.3886954 2.6357544 9.6489311 7.2497781 9.5047050 7.6570176 3.5218548 7.9481225 7.6802871 2.2994791 12.5393624 7.8386247 9.6047674 10.9027828 10.1201764 10.0194248 13.1119772 9.1646832 9.4123395 12.1637807 3.4149473 NA 9.7493021 9.7116826 10.7823407 7.8532615 10.5190375 8.7926540 0.7144873 11.6202661 10.6946427 10.7208292 2.8844221 10.8919227 9.1448303 2.6213838 4.8642505 -1.2856006 9.1882088 6.1739349 12.6019141 9.3931032 7.4593365 8.6138602 9.3619615 10.1207081 3.9624287 11.0942902 9.2642878 8.4810321 11.1942833 4.0720543 5.7479271 5.9624310 NA 0.2994791 10.0432622 11.5095281 2.8019657 6.9385046 10.8209875 NA NA 11.5625391 10.6540823 11.5825539 10.9929526 11.6768569 9.7067334 8.5606985 6.0241157 8.7354829 10.8671048 10.0987472 7.6802871 -0.2854248 NA NA 10.8524548 9.6802874 10.0515675 -1.2856006 10.4373107 10.7677502 7.4184067 7.6231960 9.3744990 NA NA NA NA 12.9689412 7.2613973 9.1217708 10.6448709 1.5218548 9.5654713 9.2032670 10.8337685 5.5089198 10.1907430 10.4227248 9.0251157 9.9606498 8.9564862 11.3470440 10.8492503 10.1084297 11.3174339 7.9859660 7.1942831 5.9812887 10.1407678 3.5099618 9.0880425 10.8718500 -0.7741400 -0.7468100 0.1140400 0.0000000 0.1184400 0.1364300 -0.7858100 -0.7799900 -0.3285500 -0.7741400 -0.7741400 -0.7741400 -0.7468100 -0.7468100 0.1140400 0.1140400 0.1140400 0.1140400 0.1076000 0.0081959 -0.7881600 0.1305100 0.1128300 0.1128300 -0.7858100 -0.5981000 -0.7832800 0.1608500 0.1064300 0.1321400 -0.3285500 -0.786 -0.786 -0.598 -0.598 0.107 0.107 -0.783 0.161 0.122 0.106 0.106 -0.774 -0.774 -0.501 -0.501 0.132 0.132 -0.774 -0.774 0.139 0.139 -0.783 -0.490 -0.747 -0.747 0.114 0.114 0.108 0.108 0.000 0.000 -0.788 -0.788 0.118 0.118 0.116 0.116 0.113 0.113 -0.329 -0.329 -0.786 -0.786 -0.598 -0.598 0.107 0.107 -0.783 0.161 0.122 0.106 0.106 -0.774 -0.774 -0.501 -0.501 0.132 0.132 -0.774 -0.774 0.139 0.139 -0.783 -0.490 -0.747 -0.747 0.114 0.114 0.108 0.108 0.000 0.000 -0.788 -0.788 0.118 0.118 0.116 0.116 0.113 0.113 -0.329 -0.329 11.1522552 8.1025206 7.4859927 8.5871009 0.4370146 10.4589165 8.7340938 8.0077449 8.4235870 11.3267357 10.3333474 NA 4.9999053 10.7588972 5.3725726 9.4424235 8.6657878 7.6802871 -1.2856006 6.2994663 1.7144873 NA 9.6939282 7.4859927 10.5702903 10.7264292 11.6330552 8.9564862 2.8844221 NA 0.7144873 10.2909874 7.8617079 10.2198184 NA 2.6213838 8.0114190 8.4525954 8.6989217 9.1260142 9.4835143 11.4683466 9.4601774 2.6213838 10.1003655 8.1175153 6.3798393 4.8019657 8.1003654 5.8844270 12.0483572 13.6142376 8.8881804 12.7202154 13.1441060 5.4826870 8.0409324 8.9695316 2.5218548 9.9451239 7.4010032 12.3069601 8.5910200 6.9092595 2.5218548 -1.2856006 10.1631356 5.9239573 11.0482175 8.7738477 13.0278822 7.9505174 9.3709280 11.6754101 8.5056659 9.1302449 15.3607805 11.5788479 6.4492130 13.0877081 10.8956553 -0.2854248 10.4551271 9.4209992 9.9086444 7.8386247 6.6974972 9.9777723 12.4318582 6.1238938 11.3344938 4.7368700 8.1153824 8.3974975 11.4225092 11.6316886 5.0182825 -0.2854248 NA 10.8784672 10.9166269 10.4768643 5.4559716 10.3909010 12.3515807 11.4479422 10.7264292 8.9227375 12.2022175 3.8019657 3.3583541 2.1739269 8.9987489 4.4424260 8.9348815 5.4287487 7.9671686 12.4283074 8.5346822 10.7789091 10.3259891 3.8437829 11.6500365 6.2613202 6.8230271 7.2300060 11.4775079 6.8230271 -1.2856006 11.6894554 10.5166155 9.9941137 11.0816448 3.6213955 6.9765985 7.9018552 NA 9.6138600 12.0169992 10.5678127 2.1739269 10.6921408 9.3538437 0.2994791 7.0498932 0.2994791 8.2497786 7.8617079 9.3886954 9.4539630 -1.2856006 9.3227579 9.9294293 9.7116826 12.2073577 8.9517131 12.6019141 10.5952345 11.7740166 11.1942833 10.2838840 5.8334442 8.7382575 11.0022155 11.2279840 -1.2856006 8.9588670 0.7144873 9.9912090 9.5393265 9.4652101 -1.2856006 9.5654713 8.2900424 10.9600558 TCGA-KL-8332 55 0 NA 2582 kidney stage i t1b n0 m0 male 2004 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1205133 10.5158427 1.0713508 0.6562675 9.3463058 9.2198219 9.1130045 8.9872248 4.4976124 1.6563133 9.6478298 10.4881429 4.9042336 9.4000204 1.3932514 8.9463267 9.5430206 8.7752491 8.0226302 1.0713508 9.2832338 9.6430980 10.0741605 7.4156412 NA 11.5580271 NA 9.4891875 8.4593628 NA 10.6373995 9.9954155 7.1798703 8.8981639 NA 5.9042360 10.5586830 0.6562675 11.6913361 9.5194617 6.5791394 6.0825727 11.1808268 10.1922313 10.4759548 8.6316784 8.9447896 14.2313350 10.1974046 7.9230945 5.7992661 5.2611697 8.4222847 7.9812385 7.0825727 4.4636617 10.3949632 1.0713508 6.4252864 2.5307699 10.4534290 8.8009662 -0.9287865 10.6735804 8.2210926 11.2719375 7.0937133 15.3872351 7.2160037 9.7712389 7.8592478 14.0529127 NA 2.0713508 8.8947126 13.2217274 8.3751263 2.2412605 3.5307824 9.2929326 4.6860578 11.3873441 8.9339827 8.7188038 10.5394603 8.3819582 3.0713508 10.5786446 9.3636670 11.2911190 10.4706234 9.8592479 7.9812385 11.4444716 10.4934102 12.1526624 3.5949068 1.8786861 9.6619325 8.9294818 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8.7717852 12.1526624 8.3310889 9.2261636 11.4894616 7.4111957 10.3310887 14.9409875 11.9778603 8.8328967 11.9386242 10.8807116 0.0713508 10.7057027 9.8362170 10.5811204 9.5791402 6.5142896 9.4786131 13.0795114 8.2437728 11.4762209 5.7152015 6.9042360 7.8657611 11.4003008 11.8378744 3.1588056 NA NA 12.8431444 11.6471210 10.4625782 6.0138597 10.8022401 12.2891517 13.3293961 10.6497181 9.4849733 11.5629480 4.0713422 7.9661634 3.7152015 8.5870454 6.3001640 9.6553683 4.9042336 3.3192711 12.6996679 8.8094376 10.9909537 10.2832338 3.0713508 13.5076015 6.6649976 5.9417097 6.8195379 11.3393025 9.3636670 1.6563133 11.4195203 10.2076957 10.1870394 10.6302444 5.0486242 8.8461325 8.8625084 -0.9287865 11.1040800 11.5015366 9.8931195 NA 11.5358912 9.0895456 0.0713508 8.2832338 1.0713508 9.3037664 8.4222847 9.8420093 9.5199882 3.0713508 9.7525839 9.8477785 10.1961130 12.4377824 9.5561682 11.0295356 10.7210507 12.6867452 10.7795672 10.2153663 4.6259367 5.7437708 11.1377711 10.9699468 0.0713508 10.8384953 NA 9.4539694 9.1332702 9.4343851 -0.9287865 9.1614579 7.3705532 10.3103472 TCGA-KL-8333 69 0 NA 2991 kidney stage ii t2 n0 m0 male 2005 NA no NA kidney chromophobe NA NA white NA NA NA 2 1 2 4 1 1 2 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.98860872 9.28687768 3.57263505 7.47416993 6.66480138 11.50697834 9.94815446 12.76725844 11.14796138 9.13995443 8.13741694 10.28764082 6.01741643 1.86215380 -1.59727782 7.49281938 4.33344520 -1.59727782 10.29030862 11.54513341 10.22647252 7.35107439 9.80997499 -0.01231532 10.19955800 7.78425008 9.69192493 8.42646143 7.43613018 9.17831752 8.31109981 4.84565062 11.49760962 9.82266738 10.19346302 10.21006212 11.53102381 8.92430777 12.34302081 9.43888082 10.72604348 12.14785628 6.15090081 -1.59727782 9.59807949 10.48552152 13.71355711 6.14059667 10.18488637 11.05890861 4.15759351 10.67300257 10.76848284 11.12273768 3.92626515 10.42646154 8.26118571 3.49017218 5.84565062 NA 9.29600879 7.62911907 11.69114076 9.77448383 7.46879671 9.88046544 9.68984234 11.81408577 5.46879508 10.85821681 9.38141771 7.90454431 10.54225853 1.21007710 4.51123398 7.19712330 2.72462845 0.40272218 5.29752527 12.17429983 5.52164755 9.25913264 8.58814007 NA 0.72465027 10.85108164 10.13699342 11.25874362 11.11845473 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9.2252781 7.4687967 9.6735865 7.3363977 13.2161377 8.5435369 8.5345644 3.9262652 -1.5972778 9.0275027 9.4961248 13.3994455 8.8528874 12.6294957 8.4306131 10.7885696 11.8718402 11.2260744 10.9876697 13.7734287 12.7672584 10.1634272 12.7583336 10.0940146 1.4027222 9.7121836 9.4694690 11.0702623 9.8226674 7.4875153 9.3200794 13.8771420 10.7311017 12.0581239 4.6881076 5.3215710 7.5726320 11.1625954 12.5590273 4.6315234 0.4027222 -1.5972778 12.8035199 12.1842718 11.1051310 6.2606881 11.3650610 12.0120014 13.3431126 10.5860325 10.2220880 10.2773044 6.3452225 8.7885696 5.3334452 8.4941428 7.2792243 9.6115512 4.5726351 7.1203841 12.6824571 9.0909574 11.6737325 10.8110370 2.9876665 12.9421084 4.7602582 5.2975253 6.9280718 10.9541751 9.7858714 3.8945559 10.6765028 10.5770088 11.0586851 10.4076299 6.7155900 11.1795514 10.5086157 1.4027222 9.7201197 10.3874817 9.8200323 -0.5972778 11.1814004 10.0961941 1.2100771 9.0635943 7.4083314 9.7885696 7.2387572 9.8099750 9.3579212 8.2544561 9.6476656 8.7679361 10.4855215 10.4460763 10.8776806 11.6911408 10.8990617 12.8907984 10.5422585 9.7891086 6.0465631 5.7777458 9.7635543 9.0118858 5.9951634 2.8621340 -1.5972778 11.1289254 10.1449239 10.7580583 3.4901722 8.8925553 7.6339281 9.4948036 TCGA-KL-8334 37 0 NA 2949 kidney stage iii t3a n0 m0 female 2005 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2180037 4.5714887 1.1340895 9.4850204 11.2039784 9.1189743 9.0238386 5.4916319 9.5505269 9.4499855 10.1606046 7.2180032 2.7190520 10.2417341 9.7755309 10.1610656 7.3946085 -1.4508730 11.7034606 0.2715452 8.7707058 8.7839362 NA 11.4448833 9.8551804 7.6602541 8.6774353 -0.4508730 4.5935151 10.3500186 2.7190520 12.6088856 8.2770391 7.0804999 4.0409713 9.7315999 12.2985691 9.8783544 9.2590641 7.4590119 13.8172951 10.5962426 7.4039868 8.5462984 4.7190410 8.2073302 8.6030447 9.6111648 4.1340813 10.5718332 3.7150257 7.3098383 2.2495667 9.3467803 9.3851691 7.4916335 10.3504229 8.3451582 12.1999460 7.6963236 14.8718667 5.9753826 9.9198060 9.4233317 13.4927782 -1.4508730 4.5491208 9.3081747 12.1581820 8.7922928 3.7585697 7.2460860 7.1929753 5.8529002 11.4269780 9.1601435 9.5969242 10.4090417 9.4982158 3.8345191 10.3010810 9.1017877 11.1274914 11.3333446 9.0814747 8.7389431 11.9451200 9.8637019 13.6215025 5.5603451 2.0085586 9.9526634 9.1601435 7.6418762 10.2268383 NA 5.2495591 -1.4508730 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0.000 0.000 0.000 0.000 0.000 -0.312 -0.312 -0.769 -0.769 0.000 0.000 0.000 0.000 -0.760 0.000 0.000 0.000 0.000 -0.751 -0.751 0.000 0.000 0.000 0.000 -0.756 -0.756 0.000 0.000 -0.782 0.000 -0.716 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 -0.761 0.000 0.000 0.000 0.000 0.000 0.000 -0.312 -0.312 10.1161240 7.8041472 8.6365815 7.9875363 NA 10.7080439 7.9627468 8.3195019 9.9643323 10.9396961 11.0000721 -1.4508730 5.3946102 10.3214332 3.7190410 9.2956330 8.9910255 7.0843939 -0.4508730 5.9837461 2.7190520 0.1340895 9.7591811 7.4560094 10.2861970 10.2926909 11.1393291 8.8298895 2.1340895 NA 3.6365782 9.5519337 8.2055435 10.1970268 NA 4.0085496 8.1730000 8.6125136 8.6680599 8.5462984 9.2812861 10.8543255 10.0319267 2.0085586 10.1522814 8.7791392 6.5206627 5.5935121 9.2880554 6.6937769 12.8442419 12.6589493 8.7500172 12.8558924 13.4794864 6.3435340 8.9011623 8.9764315 4.0085496 9.3748726 9.4332892 11.5317558 8.8345210 7.9711837 7.5519335 3.0085586 9.1893635 8.0167242 11.5785785 8.5989673 13.6215025 8.1490317 10.1513536 13.1415757 7.7414117 10.4835468 15.4881124 12.0472985 9.5228161 13.2657238 10.4824405 -0.4508730 10.5894084 9.0268769 10.8747052 8.9110624 6.6784015 9.6111648 13.1254849 9.1378334 11.9574471 5.6044005 7.4409024 8.5033149 11.2706452 11.9199423 4.1929753 0.1340895 -1.4508730 11.2388983 11.3556683 10.6812874 5.0409713 11.3475905 12.4759706 12.5782333 10.2926909 9.7152818 11.4435575 4.7970441 7.0489642 3.8345191 9.2188896 4.5264006 9.7863286 9.1189743 5.7487913 12.4408948 9.4627560 11.3247290 10.1051457 3.0726889 12.1954524 6.1083802 6.7827388 7.1437424 11.3345712 8.4055444 0.1340895 11.3067170 10.5134596 10.3648662 10.9257867 5.6259338 9.5163450 8.3106700 0.1340895 10.0064996 11.6803326 10.2884774 -0.4508730 10.7782379 9.6071104 0.1340895 7.9606299 3.0085586 9.4597615 8.2356194 9.5707927 9.2687813 3.1929674 9.0469706 9.9322830 10.0294040 11.6067720 9.1555238 11.9076325 10.9494645 12.6948121 10.8509007 9.4148520 6.4194833 7.4709598 10.5116532 9.9951680 1.3564819 8.8108964 NA 9.1693385 9.1922354 10.4605107 1.3564819 9.2676517 8.2338675 10.6382381 TCGA-KL-8335 67 0 NA 2815 kidney stage iii t3a n0 m0 male 2005 NA no NA kidney chromophobe 27 1961 white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 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7.5685368 NA 12.0544948 NA 8.5046148 7.7107465 0.2678354 11.6370370 9.2132469 7.5439273 9.0944789 NA 4.1422746 10.5489605 -1.3172469 12.4599932 8.8565177 8.5439277 3.8121285 9.5460434 10.4800969 9.9653500 8.6500669 7.1945934 14.0735470 10.6803731 8.3763277 8.9647706 5.1746940 8.5791730 8.5608915 9.4559798 7.4772564 9.7024314 5.5561627 5.8140812 1.4902107 7.7516190 9.2469902 3.2678054 10.1936048 9.1237099 10.7828459 7.6135781 13.2033869 8.1463650 9.8695739 9.9343231 14.1640094 NA 4.5157314 8.4998244 12.7406632 8.9934536 -1.3172469 8.7609913 4.3552630 6.1746940 11.1701783 8.8664759 7.6601207 8.2335876 9.4477123 -0.3172469 9.9595467 8.9032191 11.7998343 11.6076532 9.6083951 8.6912693 11.9908753 9.9266097 13.3172547 4.2678054 3.6370421 10.2873939 9.4192427 8.5715839 10.4217774 NA 8.0943517 2.4901850 13.6817396 0.2678354 9.5392662 2.1422827 10.4188197 11.0527106 11.0980543 1.6828429 5.8726663 7.8502587 10.8803646 10.9280962 11.4953730 10.6874123 8.7795559 5.5532069 9.8916847 4.4901979 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8.5603879 11.9475320 10.3245492 5.2370856 10.9065451 8.4221977 8.2743847 4.2777319 9.7808178 5.0620008 13.2669914 13.6207495 9.0793469 12.8230503 14.1746493 7.5312692 8.4915076 9.4733967 3.4770426 10.0907968 7.5969821 13.0138170 10.1562902 8.4237076 -0.4771407 NA 10.0216900 8.4535781 11.0702174 8.8231933 12.6680565 8.2541599 10.3640119 11.0843674 9.4821182 11.2581852 13.9223858 11.5127533 6.7755063 13.7542120 10.0201937 NA 10.1264671 9.8402535 9.4828426 9.9730210 7.4387203 9.4587425 13.3028678 7.9301087 12.4199280 0.1078218 7.4712078 6.8036119 11.6378844 12.0221884 5.4054853 NA -0.4771407 14.0268528 11.4424490 10.9709519 5.6103044 10.9613728 10.4225753 13.6771447 10.1002696 11.6188970 11.6205438 2.5228342 7.2232806 5.7420089 9.0036309 3.6927619 9.6424305 8.8503935 6.7755063 12.2716511 10.5281144 11.1906176 8.5493642 2.7707656 12.7232797 6.3053158 8.2058353 7.7003350 11.6744916 6.8891632 -1.4771407 11.3093146 9.0735876 11.1393896 10.3390244 4.2777319 8.2473546 6.8174621 NA 7.1558362 11.6446980 10.6836576 NA 10.7805233 9.6195559 NA 7.2810639 0.1078218 9.4001250 8.8649154 9.8317485 9.4996841 1.6927843 10.5679179 9.3691146 9.3180687 11.7679478 9.0256725 12.7487260 11.6724291 13.3477498 11.2169810 9.1096805 5.5001201 7.0888953 10.0884190 10.2507612 -0.4771407 -1.4771407 NA 9.0668391 7.9118054 8.7335123 -0.4771407 9.0454222 5.6417830 9.9205154 TCGA-KL-8340 34 0 NA 2024 kidney stage ii t2 n0 m0 male 2006 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9941366 NA 2.0705267 8.5397466 8.5462455 8.5639673 8.2583587 9.5389323 10.9568182 9.7695638 3.3335525 10.1339070 8.2161895 6.2243182 5.3924411 8.7970707 7.4799031 12.3864540 12.8137475 9.0374500 12.6635295 12.8471917 5.7598110 9.1790365 9.2524095 2.2080178 9.8681734 8.2741046 11.9089281 10.7140075 7.3706360 3.6065607 1.5559143 9.4236588 6.8675246 11.6800601 8.5462455 13.5689623 8.0950974 9.6119958 12.6050094 8.7584125 10.1017307 14.7087895 11.0150483 8.2161895 12.5730454 10.7122025 0.3335382 10.2657611 9.9291147 10.2394348 8.0795008 6.1997940 9.5767203 12.6003329 6.8623262 11.4533521 4.7258611 7.2760611 8.3978402 11.1064107 11.5866059 4.1748458 0.3335382 NA 13.2723908 11.2964424 10.5861606 5.4490232 10.9216363 12.496777 12.526866 10.640368 9.557548 11.946108 4.106139 7.344773 3.555939 9.077259 6.061467 9.798432 5.240436 5.702779 12.374289 8.777871 11.127691 10.409026 3.836045 12.366510 5.607682 6.208016 6.777042 11.327192 7.923509 -1.251539 11.845628 10.489629 10.349403 10.578307 4.555939 7.825400 8.866227 NA 9.300292 11.591327 10.333077 1.070527 10.942725 9.192563 -1.251539 7.529944 NA 9.505140 7.714368 9.628167 10.065821 -0.251367 9.971982 9.939643 9.923509 11.749816 9.362373 11.841836 10.663716 12.763127 10.831731 9.707861 5.191527 7.792978 10.830400 10.546245 NA 9.689808 NA 10.025871 7.074340 9.949482 NA 9.273126 7.640368 10.292582 TCGA-KL-8341 41 1 754 NA kidney stage iv t3b n2 m0 male 2006 NA no NA kidney chromophobe 10 1986 asian NA NA NA 1 1 4 5 1 1 1 1 2 7 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 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0.4869717 NA 5.4412112 8.6214409 10.1319525 10.2888846 1.6245221 -0.8349564 9.7825540 8.4903920 7.9116011 8.5808284 7.7158337 NA 10.0515453 11.1074178 7.0689685 5.8375119 0.9724721 9.8379538 9.2365488 8.8989493 7.4481750 NA 6.5787138 8.2709951 10.5504097 8.1002518 3.1192898 11.5023140 1.6284470 4.8375144 8.3818323 -0.2499938 11.5331838 10.4064740 7.4295289 9.3183410 NA 2.2525368 11.0235591 NA 11.2929197 8.9116008 5.6245191 2.9724353 11.4657537 8.7880537 11.7254194 8.8232981 7.8035222 14.2323739 10.5038230 7.4960037 5.7944445 4.5913503 9.1163713 8.6807864 6.5004770 1.9724353 11.8459955 5.3098456 4.9940502 0.7500919 8.2696854 9.5038230 6.5702276 9.8299783 9.1017244 12.6163621 7.9099207 14.1584500 7.0323654 10.2817554 8.7594112 13.7049118 -0.8349564 2.0719686 6.0599047 11.8548662 8.7907955 0.9724721 4.2525519 3.7500490 5.7273296 11.2235857 9.3350115 9.1272595 10.2435710 9.4614293 0.1650436 10.4022966 8.5082722 11.4144964 10.9810702 9.4802360 8.9772639 11.3186877 8.9995575 13.0742765 6.3794061 -1.8349564 9.6817715 9.5384955 8.7129451 11.0492571 NA 7.6529267 1.3350258 13.4676898 0.7500919 10.4458573 2.0719686 11.0086151 9.5813563 11.8705030 1.4870232 5.9788683 7.2445712 11.6884035 10.8154652 11.9159924 10.7823244 8.4971229 4.9464455 11.1454047 2.8089410 -1.8349564 4.8515891 8.4022967 7.5226388 1.3350258 10.5595493 9.7626735 9.0742295 -1.8349564 9.4591328 -0.8349564 9.8823346 7.0230679 8.9097269 6.1707103 3.4130118 8.5850467 6.1366303 2.5574101 12.5104918 9.7570763 10.3199046 10.8051055 9.9141179 9.9702258 13.2657489 9.8637912 9.7889680 9.9566565 1.8655230 5.5049381 10.3653721 10.1541262 7.0932792 7.6474505 9.6920748 9.6059558 0.1650436 11.1785838 9.2067458 10.8107450 2.1650758 9.9631533 8.6993309 2.8089410 5.5997135 NA 10.6293770 7.1929930 11.6098427 9.7519264 8.3999038 9.0787240 9.4177519 9.4717179 2.4870232 11.4828864 9.6152668 7.1846770 11.8372909 1.9724353 5.1308691 8.8295337 NA 0.4869717 10.6818355 12.5205065 4.1874511 7.2943699 11.1653085 NA -1.8349564 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-0.617 0.114 0.114 0.488 0.488 -0.715 -0.715 -0.660 -0.660 0.693 0.693 0.000 0.000 0.513 0.513 0.000 0.000 -0.664 -0.664 0.524 0.524 0.000 0.467 -0.670 0.543 0.000 0.496 0.496 -0.646 -0.646 0.000 0.000 0.470 -0.176 -0.648 -0.648 0.484 0.484 -0.141 0.526 -0.617 -0.617 0.114 0.114 0.488 0.488 -0.715 -0.715 -0.660 -0.660 0.693 0.693 0.000 0.000 0.513 0.513 0.000 0.000 10.8257511 7.1423665 7.5379514 6.0102629 NA 8.9924294 5.9724422 7.4915164 5.5574040 10.9752886 11.2958180 -1.8349564 6.7119808 10.0156641 3.7285518 12.5775903 10.6763451 6.1366303 NA 6.3939052 0.7500919 -1.8349564 9.6514188 6.0042901 10.6315200 10.7587111 11.2702568 8.3474810 4.8232959 NA 1.6245221 9.2736110 9.0152734 10.4475958 -0.8349564 -0.2499938 8.2325207 8.8348575 7.9316157 9.3046379 8.5986719 10.9633558 10.3487220 4.8089410 9.9546202 7.8017109 6.2995121 3.5574101 10.0038965 5.0354524 13.4352724 13.4805900 9.1366300 12.5850467 12.5658993 7.4342129 9.1791069 9.0168356 1.3350258 9.6168129 10.5439233 11.4684392 11.1436183 7.3696575 2.3350258 -1.8349564 11.2082848 7.7273290 10.6257984 8.8143428 13.0742765 8.1134536 10.6576909 12.3655255 6.5401265 11.0086151 14.3541776 11.9159924 7.6866868 12.5910892 10.7825540 -1.8349564 9.4591328 6.6847234 10.9305799 9.7570763 7.3745396 9.3999040 12.4648670 6.6886490 11.9153738 0.1650436 6.9562495 8.2040057 11.4308481 12.0179087 4.9979788 NA 0.1650436 12.8572662 11.3661384 11.6097094 5.3939069 11.7746116 12.2440713 13.9494402 10.7587111 10.2173149 10.3440626 0.1650436 4.9199740 6.5702276 8.5648987 4.2311789 10.1305101 7.0689685 8.4400469 12.9888971 9.2311758 11.8117578 10.3662916 5.4960021 11.7137881 7.3877123 8.3794057 7.7453637 11.9912378 6.9398742 -1.8349564 11.2698491 11.2604836 8.7139085 10.3536754 3.1192898 7.4688676 7.5401257 1.9724353 10.5118773 11.3914988 10.0315927 -1.8349564 11.3440626 9.6473904 3.8655230 5.8997968 4.5049381 10.0749797 11.1259935 9.4591328 9.1950500 1.1651080 10.0350659 10.0753545 10.1541262 12.0439795 9.3872777 11.6098427 11.2179942 12.6279722 11.8372909 9.7292361 5.6162989 7.4527989 10.2271328 10.7311406 NA 9.5619374 11.0833908 7.4734257 5.6528450 11.2930809 2.9199693 9.9382258 7.4224744 10.4183431 TCGA-KL-8342 45 0 NA 2248 kidney stage ii t2b n0 m0 female 2006 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5651426 9.4364209 7.9376557 2.5453259 9.6997668 9.9838102 10.1169450 7.1577814 NA 11.6553456 NA 9.0975639 8.6618821 NA 11.1783333 9.4968470 7.7457651 9.2671104 NA 5.2711642 10.1013843 2.6522570 11.4164141 9.0725145 5.9638394 5.2542879 11.2119609 11.1903037 9.3417523 9.3155574 7.9560340 13.8010023 10.1577814 7.5102341 7.4109524 5.0737174 7.8892928 8.5964425 7.9163608 4.1302967 9.3347464 4.0047710 6.8984442 2.3043358 10.3125040 9.2553499 2.9323636 10.3352480 9.3704193 11.4810699 6.8838175 13.7064129 7.2329159 9.6609381 10.2763960 13.4341985 NA 3.9741805 9.7313572 11.9316981 9.1958377 2.3043358 5.4742543 6.6714462 6.7028791 11.1242188 8.7547917 8.6229757 9.9786829 8.6064496 3.0148195 10.0827059 9.2144957 11.0827059 10.8392519 8.5137833 8.0047699 11.8994790 10.1221858 12.8151841 4.4298636 1.4298570 9.5888913 8.2155859 8.5190905 10.1354933 NA 4.9109868 2.7517850 13.6022364 2.5453259 10.1668265 1.6522341 9.2836903 11.2463113 11.7075358 3.0928332 7.1980452 8.2836903 10.5909929 10.4443464 11.6815406 10.5004291 8.8575229 6.9586409 11.1463946 4.6262581 -0.1550520 2.7517850 9.1175283 11.1947325 -0.1550520 10.5762175 10.1690790 9.7305948 9.3840571 9.8236089 -1.1552126 9.6385018 6.9376551 10.0343523 8.3206318 2.8449078 9.8286046 10.2226512 3.8448978 12.4835606 8.4223272 9.3337428 10.5453382 10.3053543 10.0403384 13.3644733 9.4138046 9.8484164 11.7532911 1.1668440 2.1668118 10.7328805 9.9396359 12.4434744 8.6918304 10.0129438 9.6674692 4.4596087 11.0019295 10.2441764 11.2906893 3.1668279 10.6542647 8.4456477 3.3043358 6.1395186 -1.1552126 9.1623110 6.2961105 11.6984029 9.8617067 7.2627507 9.3994873 9.2447104 9.8769442 4.8892934 11.5335924 9.7778513 7.0688997 10.8738405 4.2024491 5.0148239 6.3206327 NA 1.1668440 10.8657465 11.6397204 4.0928248 8.6997668 10.3475016 NA -0.1550520 11.3201252 11.0195121 11.3009961 11.1034645 10.9213800 8.0856897 10.0647627 5.5407527 9.7083104 10.9841300 9.5582850 7.6872490 1.1668440 NA NA 10.3816313 9.5779137 9.7252473 1.6522341 10.9615673 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0.000 0.000 0.000 0.000 -0.806 -0.806 0.000 0.000 0.000 0.000 -0.815 -0.815 0.000 0.000 0.000 0.000 -0.787 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 -0.828 -0.828 0.000 0.000 0.000 0.000 0.000 0.000 -0.299 -0.299 10.443416 7.481523 8.545338 7.311036 -1.155213 10.173573 6.184748 8.315822 9.373353 11.608333 10.566852 -1.155213 5.336751 10.240968 1.652234 8.771194 9.121023 10.222651 -1.155213 6.073717 2.014819 -0.155052 9.643370 5.474254 10.158717 10.448525 11.270854 7.810683 1.429857 NA -0.155052 9.871422 8.306378 9.996549 NA 4.751790 8.215586 8.687249 8.545338 8.533149 8.799095 10.716034 9.523499 2.429857 9.916361 8.328714 6.613082 5.974181 8.892022 6.769711 12.283690 12.899672 8.921714 12.636570 12.730785 6.376280 8.370419 8.669857 5.822179 9.492357 10.339254 12.018888 10.351702 7.364535 2.932364 2.166812 9.916361 6.883818 11.589732 8.754792 12.815184 8.206842 9.013571 11.905594 7.565998 9.283690 13.911282 11.681541 8.254289 12.763203 10.585522 NA 10.585101 8.577914 9.074919 8.422327 6.833583 9.610599 12.423271 8.710632 11.900350 5.034722 7.448524 8.004770 10.968050 11.643573 4.822179 7.459609 -0.155052 11.465577 11.280569 10.252161 5.856127 11.485143 12.4278637 13.0179509 10.4485248 9.3012529 11.4244501 4.9109868 7.2836903 3.2372119 9.1758152 5.6777873 9.2784838 5.4596087 5.0737174 12.4282128 8.9177009 10.9997166 9.9780407 2.3043358 12.7493449 5.4662192 6.7336418 6.6130822 11.3956453 8.8851881 1.8449078 11.2492417 10.3332407 9.5804546 11.0506917 5.0737174 9.4023621 9.0833033 0.4298570 9.5770658 11.8966172 10.2312999 -0.1550520 10.7540415 10.0160752 -0.1550520 8.2199381 1.8449078 8.9573380 8.4336130 9.8236089 9.6655480 2.0148195 10.8041760 9.7005457 9.9396359 11.9693429 10.1016968 11.6984029 10.5638594 12.7688758 10.8738405 10.1022862 5.3684611 7.5796078 11.2428404 10.3033051 0.8448677 6.6966477 2.6522570 9.0928258 10.6938734 9.5305232 0.8448677 9.5155548 8.3879303 10.3038176 TCGA-KL-8343 72 1 2172 NA kidney stage iii t3 n0 m0 male 2007 NA no NA kidney chromophobe 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10.05411004 -1.51127935 13.69516480 8.07911886 7.12515616 3.57598995 10.88652469 12.24321073 10.47295042 9.10599936 7.65092321 13.27112073 10.30151140 8.25008330 9.29910359 4.81045853 8.06217893 8.52195489 6.81045981 1.94796532 9.84828147 3.50956917 6.62254679 4.73645876 9.65281038 8.69432515 6.16095648 9.73645944 9.53565583 12.84057539 7.80594438 14.82271148 7.89792288 10.22185244 8.76116159 13.87792803 NA 6.16095648 6.64334971 13.16922112 7.81944913 1.29589931 9.31746168 5.29588829 5.13238765 10.66626289 8.55462108 8.08472177 10.31587469 10.03301354 NA 10.73971843 8.43835856 11.05029721 11.37136604 8.99632660 8.81158663 12.13057349 9.79857662 13.71738822 3.77393305 -0.51148499 10.23504633 8.87223623 7.84388275 9.97687425 NA 2.57598995 -0.51148499 13.54905902 0.81048423 8.91164785 3.01208591 11.13554058 10.89260907 10.79373871 1.94796532 6.66844112 8.10508088 11.76043263 10.63796157 12.22995470 10.80933252 9.67959111 6.88084957 10.28619352 4.44273122 -1.51127935 2.73645335 7.79914496 5.84608457 -1.51127935 10.33088227 12.89652991 8.99929623 8.65594997 9.67773884 NA 9.69065577 7.40142141 9.27462182 8.95919084 5.62808241 9.10599936 5.56534736 2.81046367 12.12084561 9.17503251 10.02234839 10.90030773 11.42590577 9.65957729 12.89280872 10.22535664 10.14003217 13.27684246 5.54381445 NA 8.25671631 9.76814247 13.69133227 7.99628705 10.33950008 10.30711415 2.65846286 10.57334035 9.97083568 10.50185460 4.63827661 11.13238817 8.87521364 3.24342536 4.39541932 NA 9.96932219 7.03542597 12.11891285 9.34417916 7.90004321 8.89047801 9.60227407 11.12696789 5.16095648 11.27203159 9.50812278 8.77624450 11.14406269 2.18897055 6.12515720 5.88084957 0.48851501 0.07354606 8.82417912 12.33225677 4.41926920 7.73408499 10.36544792 -1.51127935 NA 11.42553788 10.23840140 11.78458782 11.51661070 10.29508163 9.11697757 10.42036639 5.95874294 9.47009917 11.28801595 10.78630802 9.99235774 1.07347751 -1.51127935 -1.51127935 10.12379667 9.66095945 9.12152704 NA 8.65720410 14.33622553 9.58458825 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12.49108330 10.10140045 -1.51127935 10.05696320 10.71705003 11.61636510 9.17503251 7.56534736 9.68451931 13.92221520 7.71253388 11.89924434 4.10324584 7.12152730 8.94077313 12.03699266 12.06407120 3.45985125 -1.51127935 NA 10.38107481 11.65155260 10.58029786 5.54381445 10.74178852 12.21432422 13.39396597 10.56868323 9.61200668 11.76741694 1.65846286 6.61781565 4.24341775 8.68205741 5.58656360 9.35889665 3.29588462 4.82838278 12.27968976 9.22154725 11.36543255 10.80933252 2.88084222 14.20842876 4.24662090 5.88941027 7.66965965 11.38732226 8.00620151 -1.51127935 11.34262113 10.41111636 11.04671348 9.96831227 4.77393305 8.05648815 8.92940104 0.07354606 8.68697703 11.10554019 9.38637750 -1.51127935 11.64871853 10.03687226 NA 8.44998182 4.98038639 9.23504633 10.42074671 9.67773884 9.73461936 0.48851501 9.34340027 9.34651285 9.76814247 11.52156599 10.28091561 12.11891285 10.96629022 12.85129770 11.14406269 8.64081684 6.00423170 6.78773935 9.94180266 9.93922775 -1.51127935 8.64056309 NA 8.58260982 11.25577912 10.75238801 2.81046367 9.07255496 7.53838063 9.84278136 TCGA-KL-8344 51 0 NA 876 kidney stage iii t3a n0 m0 male 2007 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 3 2 1 1 2 1 2 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.72323089 9.58391372 9.47404761 10.96909414 7.78838425 1.65910254 10.54104656 0.67996420 8.27224439 8.55391876 -0.21541226 10.65319736 9.82492168 8.33794118 9.49412375 NA 4.57470705 9.79725654 1.19968805 13.31060137 8.43687933 8.38330512 6.61329737 9.98946802 11.49184734 10.85497666 8.93607135 9.00702446 13.18301945 9.76143472 8.79772215 7.22757551 5.32895132 9.38764020 8.00056964 8.37209716 5.79958211 12.09524480 3.16314446 8.24428200 5.39934202 10.72126994 9.15822214 8.23858865 9.96909421 9.83946238 12.15622718 8.00541346 15.62092751 9.31210900 9.35638462 9.24269682 12.63924073 NA 6.26575943 9.67692180 12.33481766 8.47346508 2.84352163 5.36959560 9.02939215 6.95121360 11.00581631 8.86589346 8.20669694 9.23446851 9.44937566 -1.80037476 9.91305604 8.49887752 10.11741454 11.13630746 8.51595091 7.11853312 11.69343495 10.38113236 12.70386781 3.52160358 2.36960607 10.33858130 8.72028804 8.29901748 10.45970691 NA 3.98103063 0.78467148 13.47433887 5.43807324 9.53450152 2.78462961 11.03690323 10.37771181 10.81391928 2.78462961 7.17694903 8.82446493 11.77816015 10.50402087 13.01031245 10.91670324 8.70944470 6.67540242 10.47433889 4.38949110 2.84352163 1.90010361 7.57253425 5.01984867 0.52155333 10.55446990 12.18879788 8.87914976 9.74752805 9.85296249 0.56987991 9.79259364 7.58121264 10.60269757 15.10992577 6.03255933 9.13188422 6.33409626 4.89886134 11.00903576 10.03808563 10.75449814 10.50886160 12.60700368 9.40790398 12.44187603 9.36080144 9.68700713 11.01865107 4.98103063 -1.80037476 9.59841322 10.67058252 14.60701929 6.66776442 10.41489914 10.87165278 4.62593673 9.96329681 10.83606756 10.87804961 5.94113684 10.60507693 8.99351671 4.30819339 6.97774701 NA 9.12076664 7.30295690 11.98971252 9.06849213 8.37084649 11.32120307 9.50687027 9.66880257 6.50800865 11.22064949 9.49715906 8.17694953 11.22774823 3.84352163 5.61752183 6.43328999 NA 0.19962524 3.90011327 11.83855790 6.68348593 9.21926026 5.66147599 NA NA 11.75844897 10.51566811 11.54063231 11.09391889 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12.1827522 8.8694405 7.4260819 5.1304079 3.4850661 8.7921265 9.2454291 12.2176088 8.2440636 12.7038678 9.0815481 10.5356181 9.0669484 8.7628657 11.0369032 12.4931412 13.0103125 9.6316895 12.6680390 10.8093100 -0.8003748 9.4954385 8.7921265 9.9624667 10.0380856 7.8685547 8.9981413 13.8827190 8.2804868 11.9155211 3.7846296 6.4236706 6.9777470 11.3049233 12.3013990 5.6342970 NA NA 10.1643713 11.6953997 11.0502451 6.9645407 11.4674803 11.1189053 13.7003558 10.8607796 10.8228652 11.8560944 2.8435216 6.3289531 5.3081934 8.5506087 6.6508809 10.5269415 5.1883534 5.2977013 12.7611222 9.3212030 11.4504120 9.8534103 3.0576582 14.8669197 5.4517683 6.7114219 7.8388654 10.8129986 9.4687963 0.5215533 11.3495754 9.4605890 9.3882584 10.7022527 5.0700329 8.8685544 9.8817863 1.5216036 10.8643390 11.0394638 9.3494166 NA 11.8268614 10.2399592 -0.8003748 8.7251904 2.1996566 9.9237570 9.0967586 9.8529625 9.3434354 1.6591025 9.0317685 8.9360713 10.6705825 10.7721329 10.7136438 11.9897125 10.5227243 12.1028924 11.2277482 9.9339557 6.5528166 6.2549511 10.1344661 10.7614348 0.1996252 8.7780423 -1.8003748 9.4670414 8.8979661 9.8471280 1.6591025 9.5125524 8.6311672 10.1315150 TCGA-KL-8345 75 0 NA 1665 kidney stage iii t3a n0 m0 male 2008 NA no NA kidney chromophobe 6 1949 white NA NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6375516 6.5633656 1.8025655 8.9157172 9.7573965 10.1756607 7.8758028 0.6326405 11.6233622 -1.3673595 9.1400966 8.7950201 -1.3673595 11.4789029 9.5566992 7.5574415 8.3490711 -0.3673595 2.0920721 9.4327200 2.2176030 10.9975843 8.4512111 7.0961533 4.1244853 10.8748444 10.3656442 8.9133996 8.4734070 7.7280259 13.1702114 10.4160365 7.9500414 7.7541626 5.4399854 8.2288187 8.9180311 6.8758034 2.5395311 10.9369802 4.1321573 5.8405211 3.0920552 9.5387678 8.7912388 6.6605351 10.1037961 9.4559962 12.1016347 7.7619122 14.6552107 6.8420825 10.6174034 10.3291618 14.1691190 -0.3673595 2.7200814 6.6660521 11.6693177 8.8150233 4.0249490 6.7772869 3.7619129 4.4399821 11.3345851 8.9680193 9.2926249 10.0910356 9.2719697 0.6326405 10.6138395 9.0578447 11.6266287 11.0111948 9.5648436 7.8590409 11.7643043 9.7489729 13.2429040 5.6326288 2.4399954 9.5991344 8.4591775 8.4188987 10.7855475 NA 6.5334964 4.3330659 13.4716358 0.6326405 9.9573720 -0.3673595 11.0198385 11.1022707 11.0033164 1.2176030 6.9040915 8.3032853 11.1045581 10.6466494 12.0930272 10.5540980 9.4327200 6.2399593 10.6990545 3.3330659 -0.3673595 5.1717873 8.6783885 7.5692670 NA 10.2330065 8.6326288 9.2185303 9.5955249 10.0125487 NA 9.6831578 6.6879117 9.5200476 4.3605469 5.4270463 9.3622496 3.1561862 3.4399821 12.3720931 9.4423970 10.1683903 10.9981312 11.2771612 9.9312644 12.3925171 9.3261160 10.5026083 12.1958252 2.6326405 2.0920721 9.5641051 8.8493748 13.3704440 6.1747320 10.0557449 9.2917329 0.9545686 11.2592506 9.1948713 10.0672571 4.9901789 10.5156540 8.7493107 1.9545686 3.6770233 NA 9.3824984 7.3015136 12.2285857 9.7638428 5.7515708 8.9545569 9.1012530 11.1048121 7.0120077 10.1335804 8.6099090 8.0313726 11.2164169 4.8224548 5.5274457 7.7489730 0.2176030 -0.3673595 12.4789352 12.2664189 4.6770233 7.1756603 11.6819211 NA -1.3673595 11.4369617 10.6483925 11.1586390 10.7753742 10.7286852 10.8193622 10.9233851 4.9781682 9.4975888 11.3577821 10.1610830 8.5766087 4.7619129 0.2176030 NA 9.9579343 9.6012958 9.6012958 NA 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4.9704211 6.4230033 2.5895238 8.9166062 8.4843525 3.1041018 11.3018162 9.2395608 11.2405865 6.4686811 12.4539122 4.9319288 9.7835881 9.1320141 14.4375709 NA 4.5635426 7.5236466 13.4758302 9.1164531 NA 2.6890755 5.3968890 4.6648241 11.3680813 8.9867511 9.1242545 10.3125862 9.2052957 NA 9.7975949 10.0055784 12.0232693 10.5168896 9.7849950 8.4981419 11.7159277 11.1156148 13.1798546 0.7821569 NA 9.6762397 8.1220297 8.7378297 10.6758606 NA 9.5627196 3.3057371 13.1344303 3.0301065 9.8121572 -0.2177592 8.1130967 11.4815355 12.0379462 1.5895238 7.0536425 9.2949203 10.5499506 12.4114227 10.9438031 9.6800254 8.9433119 3.1745023 11.1105743 0.3671474 0.7821569 5.6769979 9.4251341 5.2899746 -0.2177592 10.3544064 8.6602309 10.6984326 10.5474660 9.9483430 -1.2179270 9.6393834 6.8696432 9.8409428 5.8045467 2.4826160 7.7565943 7.3406005 2.0133193 11.7501266 8.1309082 8.8238391 11.1995051 10.5834841 10.8028127 14.3541399 9.8676523 9.6315851 11.3572464 0.3671474 -1.2179270 8.8736154 10.1052347 12.0023012 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11.40435261 10.42410003 9.58585114 11.20026353 3.34881312 8.50338889 9.28516938 0.95650278 9.51873694 12.16335623 10.15371124 -0.04349722 10.24131859 8.68950989 NA 7.90193847 1.95650278 8.58585114 8.90193847 9.24074030 9.23539703 -0.04349722 10.83684330 9.14878720 10.33316262 11.12359902 9.12014429 12.14847903 11.33614361 12.79412244 10.23900379 10.27164405 5.18531156 5.20442247 11.00430004 10.25054086 NA 2.23744135 8.47613093 9.08706498 10.92390452 9.31074387 NA 8.56567333 7.51873655 9.55175190 TCGA-KM-8439 30 0 NA 708 kidney stage i t1b nx mx male 2011 NA no 100 kidney chromophobe NA NA white not hispanic or latino NA NA 2 1 3 2 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4056682 5.7005729 10.5932498 11.2349005 0.8057877 9.1456054 9.1310608 11.8925550 16.8411820 11.1613817 10.2007538 6.9142799 4.1276828 7.6291227 8.7394461 3.3293102 7.2278200 3.8932166 8.2382972 10.4482584 11.0745897 6.4781807 1.3907227 8.6990567 9.3224402 9.6899258 8.5027228 4.6637374 -0.1942948 8.7958591 10.7279680 1.3907227 9.4000800 3.8057568 9.6147194 9.7708181 7.8169823 7.5772445 2.9756852 9.4781807 10.4900657 10.8110290 7.7453348 NA 11.4556941 -0.1942948 9.0188595 8.4278073 NA 11.2966062 9.2682575 7.4130854 9.5245194 NA 5.0911582 9.4648594 -1.1942948 11.8978517 10.3646543 3.1276828 4.7830375 7.4130854 9.8772177 7.4278073 8.5336759 6.5871144 14.6270061 10.4010128 8.1764430 9.3972776 5.3756094 9.2682575 7.8029351 12.7013306 NA 11.1514377 3.3664761 7.2266415 2.3907227 8.5251441 9.2023602 9.1072516 10.1905391 8.1140942 12.6215389 6.9504136 14.0464576 6.8501493 8.8727189 10.6227389 15.0170353 NA 1.1276993 8.2193835 11.5733191 9.2935953 1.8057465 9.4586002 7.7305680 7.9580399 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9.4825940 6.9142799 10.6378542 NA 6.9142799 1.9756669 1.3907227 -1.1942948 0.8057877 11.3133022 2.5061957 6.6066554 10.8267422 7.1764425 -1.1942948 11.5255719 11.0557576 11.0740049 11.1081086 10.6741921 9.0477385 8.2713216 5.5867227 7.6637360 10.5948813 10.0894225 10.5332504 -1.1942948 NA NA 10.1709842 9.3125588 8.4075261 NA 8.1366723 11.2759058 7.2569663 7.8388478 9.1775319 -1.1942948 NA NA NA 13.3193596 6.5936585 9.5514297 11.2567088 1.3907227 8.9744275 8.8595590 10.6543783 6.0249247 9.7621315 9.9844202 10.1894596 9.0200743 9.5673066 11.4708691 9.3234248 9.5362255 10.6263332 7.9681466 8.5491928 4.3603432 9.1894596 4.4204622 8.1219691 10.3708574 -0.00180140 -0.00110870 0.00000000 0.00000000 -0.00304750 -0.00027724 -0.00138580 -0.00124730 0.00374650 -0.00180140 -0.00180140 -0.00180140 -0.00110870 -0.00110870 -0.00456950 0.00000000 0.00000000 0.00000000 0.00346870 0.00000000 0.00097064 -0.00207840 0.00027728 0.00027728 -0.00138580 0.00069327 0.00013863 0.00097064 0.00138680 0.00027728 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7.590390 10.395406 12.282628 7.791597 11.385307 1.805746 6.788748 9.429637 11.996043 11.822215 2.893226 NA NA 8.881235 12.581880 10.870818 7.114094 10.926965 11.7399991 12.0009737 10.5932498 9.1310608 11.1613817 3.5061957 6.8057555 3.5061957 9.5353761 2.5061957 9.3184958 1.3907227 1.3907227 11.2898179 8.5268544 10.1078229 9.5009837 2.2651968 13.2042986 3.9912270 5.5200010 7.4822764 11.8540719 7.5639787 1.1276993 8.1433771 10.0660869 12.1046770 11.3285820 5.2651856 8.6402265 9.3224402 7.9856644 9.2549039 11.5268545 10.0882646 0.3906677 10.8562842 9.0524961 -1.1942948 8.8364225 4.2976096 7.3907175 9.0560537 8.9756803 9.0582196 1.9756669 9.1288102 9.0737123 9.9694049 11.1369522 10.1349911 11.5691752 11.9742707 12.5193566 10.6378542 10.0748820 8.5936578 7.5903902 10.6215388 9.4887500 -1.1942948 9.1976433 NA 7.0005116 12.3071447 9.3651324 1.6131073 8.9744275 9.2320201 9.5539481 TCGA-KM-8440 37 0 NA 1366 kidney stage iii t3a nx mx male 2009 NA no 100 kidney chromophobe NA NA black or african 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6.4578651 1.7911056 9.8689921 5.6391048 8.9730059 6.3271610 5.8954456 11.4338711 8.8245311 11.0663015 10.3962173 3.4691827 12.6071319 5.7340918 5.8442199 6.6883482 12.1930543 8.1094248 NA 9.6663968 10.3099581 10.7353810 11.5359421 4.3760681 7.7499512 9.2307314 0.4691566 9.1433725 12.5275102 10.3020702 NA 10.4392860 8.6590047 NA 6.9769753 2.4691827 7.1902790 6.9449135 9.2390180 9.7632725 NA 10.2570827 9.6700787 9.8090301 11.5619373 8.0578948 12.0368986 10.9484551 12.5376225 10.4614104 9.5352693 5.6979989 6.3146693 10.7865928 9.9600310 1.0541539 7.3518235 NA 9.0616372 12.8368570 8.7289235 1.4691566 8.3395450 7.4349643 9.9489604 TCGA-KM-8477 56 0 NA 1553 kidney stage i t1a nx mx male 2005 NA no 90 kidney chromophobe NA NA white not hispanic or latino NA NA 2 1 NA NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.1514367 10.4559091 3.3070787 8.8163210 12.0238275 5.6550083 NA 5.2869440 10.2817612 NA 0.1106305 3.6550083 7.8448338 7.7118404 5.1875025 10.7694952 11.6947116 1.1696044 6.1963828 9.4156104 11.6390207 16.0464159 11.1922276 11.0281851 9.1548551 5.1514367 8.0644000 8.2885233 -1.1523237 -1.1523237 6.5818890 8.4512808 10.7363975 10.8852013 1.8476362 1.4326388 8.8920485 8.7257054 8.6339241 8.0473268 4.6025400 1.6550312 9.4614438 10.1439970 4.6290127 8.2378232 5.2739187 9.0200818 9.5713152 8.2248646 5.7180191 -1.1523237 9.3731751 9.2612823 10.5696080 7.7424718 0.8476763 11.1779298 NA 9.0522254 7.8532790 NA 11.1500076 8.8588815 8.0200816 9.1367510 -1.1523237 4.0175835 10.7787612 3.3070787 13.2726079 10.0794755 7.3868135 3.1695883 11.5937550 11.1434233 9.0908283 8.6742029 7.4098966 14.3740924 10.8616748 8.9730676 7.8975030 4.9351155 9.7187895 7.4250833 8.3692549 6.2139771 10.1038629 2.9553500 7.1322704 2.3070787 8.7960214 8.8574828 0.8476763 9.9884840 9.3484962 12.9021738 7.6290141 16.5541050 7.2947374 9.5788206 10.4888029 14.5414407 NA 2.6550083 8.7424721 12.7873253 8.7454999 2.0175656 10.7605437 7.0275632 4.9974008 11.0824717 8.6789617 6.2313594 10.5098776 9.2968029 1.8476362 10.1015018 9.7417142 10.7283858 11.9184461 7.9456861 10.0256966 11.7403982 9.8776317 13.7935096 1.4326388 0.8476763 10.2270327 9.1548551 9.7657721 12.1636529 NA 3.9769410 NA 13.1026091 2.5480913 9.3009249 -0.1523237 10.3726856 10.5537186 10.4222478 2.0175656 7.8163213 7.3274350 11.1485788 10.2697191 12.7961894 10.6489585 8.3172959 6.3314706 10.5089870 2.0175656 -0.1523237 NA 8.1144409 10.0399472 NA 9.1639359 12.1427057 9.2335166 9.1445706 9.4003234 NA 9.2864462 7.6900050 9.6919992 9.7356364 4.4326187 8.9258051 6.8532784 7.4512804 12.6765841 9.3162784 9.2117890 9.9872056 10.7367779 8.7916344 12.5736595 9.8906815 11.5708886 12.8110923 3.8920510 NA 10.4892545 10.4349630 15.1050147 9.2721042 10.4924119 10.5107676 4.8018519 10.0955818 7.7515360 10.6322891 1.8476362 10.5861688 8.2157461 2.5480913 4.5200828 NA 9.9820806 6.9872060 12.0645517 12.1022401 4.6025400 9.6058775 10.2781069 10.4531339 4.8476562 11.4050103 8.8893135 7.8420077 10.8413004 0.4326388 6.0668233 5.1875025 NA -1.1523237 4.6805438 11.9063226 3.1695883 7.5721681 5.8881076 -1.1523237 NA 11.5878567 10.5802458 11.1112169 11.6434911 10.5912265 8.8033042 11.0524058 5.1769570 9.5747239 11.1847187 11.1514351 7.9244699 0.8476763 -1.1523237 -1.1523237 9.4484965 9.3375024 8.9056460 NA 10.0269414 12.0200818 8.0424112 9.5064817 8.3848727 NA NA NA NA 14.1048580 8.2570450 8.7071890 11.0540582 -1.1523237 8.7071890 8.9256316 12.1041579 4.4915132 11.6618362 10.0710527 9.8220689 8.5341550 8.7500293 11.9497941 9.9903996 9.9581377 10.2570453 7.8532790 7.6040439 5.4326154 9.7894355 3.5480913 7.0239273 10.1144408 0.00000000 0.00013863 -0.00041585 -0.00041585 0.05765300 -0.00332430 -0.00415460 -0.00152430 0.01140000 0.00000000 0.00000000 0.00000000 0.00013863 0.00013863 -0.00041585 -0.00041585 -0.00041585 -0.00041585 0.00097064 -0.00041585 -0.00138580 0.00097064 0.00027728 0.00027728 -0.00415460 0.02988800 -0.00069303 -0.00138580 -0.00191960 -0.00124730 0.01020800 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.0337685 6.4475676 9.9264723 7.1787953 0.4326388 8.8206340 6.0473268 8.6846357 10.3843871 11.3859742 10.0985448 NA 5.1514367 9.8127171 4.2668540 9.6008711 10.0056327 6.8532784 NA 5.8810772 2.6550083 NA 8.9652974 2.4326120 10.1601572 10.7694952 10.9917262 9.0836684 NA -1.1523237 -1.1523237 9.1179495 7.4512804 9.0764730 -0.1523237 3.0175835 8.6371878 10.8409466 8.8769414 9.0062641 9.8220689 10.3998430 10.1897290 3.1695883 10.1032731 8.3887509 5.9769364 4.6550083 9.8091039 6.1875045 14.1826259 12.4005635 9.1073976 13.5445132 12.7392482 7.1605370 8.2612821 9.4522075 4.6025400 10.3892350 9.4960119 11.9061535 7.6646379 7.4288551 5.3868144 0.8476763 8.3906862 8.5738725 12.2878746 8.5567382 13.7935096 8.9258051 10.7325880 13.9634702 6.8476537 10.3726856 13.8524453 12.7961894 8.1808097 12.7409558 9.7272376 0.8476763 10.4260270 9.8734859 11.6058775 9.3162784 7.3633542 9.4568330 13.4200585 8.4231937 11.7903502 1.4326388 6.2052068 8.6273737 12.5905953 12.6165623 4.2052048 NA -1.1523237 9.9317983 12.1808097 11.6696275 5.3395080 11.2660340 11.9294706 12.6351488 10.7694952 9.4156104 11.1922276 1.4326388 8.1399759 3.9769410 9.5227292 5.4326154 9.3152599 4.6290127 3.9351203 11.9683733 8.5498270 11.1650669 10.7612918 1.4326388 13.2894962 4.7492446 5.4326154 8.0731267 12.3064454 7.3829300 -1.1523237 10.7341130 10.0436416 12.4839334 11.2434562 4.0955785 8.9217957 8.5941686 -1.1523237 9.6158387 11.2380920 9.6388173 -1.1523237 11.8222482 10.0275634 -1.1523237 7.8783213 2.3070787 9.0943950 9.2644517 9.4003234 9.7695473 NA 10.7230197 9.7835560 10.4349630 10.9107123 10.6533982 12.0645517 12.4574102 12.8083803 10.8413004 9.2226937 6.9665954 8.2947374 9.8497662 9.1272649 -1.1523237 7.8672448 NA 10.0269414 11.1848469 10.5107676 0.4326388 8.7071890 7.5058655 9.0534475 TCGA-KM-8639 67 0 NA 953 kidney stage i t1a nx mx male 2005 NA no 100 kidney chromophobe 20 1965 white not hispanic or latino NA NA 2 1 3 2 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.8869211 1.7571086 7.6942799 8.3677961 -0.7022803 10.6756988 9.4800692 7.6263501 10.0492106 -1.7022803 4.9270336 10.1860377 1.6196008 12.8964253 10.4068526 3.1556521 5.6899924 7.6397495 11.1628282 8.4825502 7.6921377 6.3798237 15.0349355 9.6003138 8.6252274 9.9767150 4.4675990 8.9709839 7.6683624 9.9352054 -1.7022803 12.8043544 2.8262536 7.4262362 2.9981233 8.9911618 9.1114560 0.8826039 9.6710839 8.6263497 12.2504162 7.8826375 15.1153280 8.8084391 10.5292531 11.4140189 14.3334406 NA -0.1173178 7.6596185 12.4809226 9.0084813 2.5455978 7.9612332 7.7935298 6.4575467 11.0552733 8.3200428 8.8319779 8.1289821 9.5016346 -1.7022803 10.8175568 10.6461265 11.6566008 10.2109383 6.8251521 8.9621221 11.7752283 9.5796050 11.3432640 -0.7022803 5.2045672 9.8455335 8.8144485 9.2735229 10.6875751 -1.7022803 0.2977197 0.8826039 12.2421125 3.5071223 8.8271054 5.6552259 10.1182528 10.5600635 10.4531256 2.5455978 8.1337253 8.1741917 10.8182936 10.7655352 11.1449515 10.2684998 8.3200428 6.5168441 10.4822403 0.8826039 8.5432275 1.1050075 8.9797916 2.2976610 -1.7022803 7.8751036 12.0854755 8.9031543 9.8099216 9.5621174 0.1536756 9.4732244 6.8863892 9.9011947 5.7239408 3.6552259 9.3461618 7.2195161 7.5912613 11.2828053 8.5703047 11.3699750 10.4172646 9.4613245 9.5859643 12.6958842 10.0753412 9.8064600 9.3684667 9.8182936 NA 8.1178540 10.3721509 14.2297810 8.8541522 10.2243416 10.7819944 8.0136370 10.5022461 9.1977870 10.6008848 3.2976757 9.8455335 8.3071115 2.4675925 4.7406200 -0.7022803 8.5842327 6.1803190 11.0993833 11.7161864 8.7581309 10.5453058 10.0728737 9.0823098 3.4269624 10.8703515 9.3082029 7.0153515 10.4314594 0.6196478 5.7975215 2.8826430 4.0490818 1.4675925 1.1050075 11.5121458 1.8826430 6.6813790 7.4360494 6.8901317 -1.7022803 12.0512051 10.5723443 11.1210422 11.0236801 10.9283970 10.2135543 9.9509679 6.0062756 7.9013014 10.7411365 9.8632530 11.6539893 NA -1.7022803 -0.1173178 10.4065260 8.8751036 8.0408261 NA 8.9709839 11.3666211 9.5138144 6.6417483 9.2920285 -1.7022803 -0.7022803 NA NA 14.1810819 7.2891963 9.9572250 11.3309258 NA 8.7197396 9.0531385 10.8307613 5.6552259 10.4208264 9.8727414 11.0839446 8.9388236 9.1795536 11.6155115 9.7338659 9.9915974 10.5366767 6.9123852 8.3089023 5.8826382 10.0843529 4.3876796 8.2261785 10.5104752 -0.0031110 0.0030181 -0.0115070 -0.0057097 -0.0028047 -0.0019476 0.0014914 0.0120630 0.0574760 0.0134580 -0.0031110 -0.0031110 0.0030181 0.0030181 -0.0117560 -0.0117560 -0.0117560 -0.0117560 -0.0111280 -0.0057097 0.6003000 0.0030181 -0.0096147 -0.0096147 0.0014914 0.0000000 -0.0091626 -0.0012813 0.0120630 0.0302750 0.0574760 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.1529328 6.8329508 9.2533249 7.5171584 NA 9.4701024 10.1054323 6.9023389 9.3221219 11.5480992 10.3661174 NA 5.5168441 9.8236850 2.7571086 4.1556521 9.9998476 7.2195161 0.2977197 7.7713805 4.2518705 -0.7022803 8.1353030 1.1050075 10.9255894 11.1234288 10.9980149 8.4075057 0.6196478 3.5830737 -0.7022803 10.0810825 7.4825506 8.7550558 NA 5.2401884 8.2135543 9.9342995 9.6105578 7.0658588 10.0843529 10.8936317 10.3634276 0.6196478 10.5807633 8.8994457 7.2976747 3.9415289 9.6948147 4.9270336 13.6878775 11.5743809 8.6748854 13.6008492 12.5473810 6.4309710 7.5192620 9.8329503 4.3851411 10.2273032 11.1774496 11.8993297 8.1603121 11.4306566 6.5119945 -0.7022803 10.1451239 7.5922956 11.8929324 8.9981145 11.3432640 9.1001913 9.6218555 13.4916622 6.2749549 10.1182528 15.0977027 11.1449515 10.8462560 12.1608933 10.8094275 0.6196478 10.3688021 8.8464968 11.6085717 8.5703047 7.4800696 10.2041898 13.3837282 8.4912001 11.6774580 -0.1173178 6.4009631 10.2902593 12.4385047 12.1237268 6.1816631 -1.7022803 NA 11.4109287 12.1404181 10.8589462 6.5876935 11.2223019 11.6264901 12.3359938 11.1234288 9.4480568 11.1544895 4.3420711 5.9630116 3.1050243 8.8541808 3.9700990 9.3082029 2.5455978 2.3851273 12.1826019 8.4385045 10.6601667 10.6339025 2.1050411 14.2331853 3.9808113 6.0525615 7.5259162 11.2038139 7.6464032 0.6196478 9.3698076 9.9523110 10.2576623 10.8440871 10.1210421 8.8261290 9.6851539 5.2401884 9.6014557 11.4693208 9.5040789 NA 12.1771624 9.1194488 2.9415383 8.5761245 4.9123864 9.1218381 10.5399559 9.5621174 9.9248394 3.1556521 8.4359469 10.0617171 10.3721509 11.0198421 10.4856455 11.0993833 11.6899923 12.0550649 10.4314594 9.6502702 7.9701001 7.6878438 10.7977699 9.6212927 -0.1173178 9.7183142 NA 8.1848957 11.6270312 9.8416733 -0.1173178 8.7197396 8.8975877 9.6308303 TCGA-KM-A7Q6 36 0 NA 106 kidney stage i t1b nx NA male 2013 NA no 100 kidney chromophobe 15 1997 white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KM-A7QK 53 0 NA 1101 kidney stage i t1b nx NA male 2012 NA no 70 kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KM-A7QL 36 0 NA 730 kidney stage i t1a nx NA female 2010 NA no 100 kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KN-8418 41 0 NA 3935 kidney stage ii t2 n0 NA female 2002 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 5.548821e-07 22.4489795918367 32.6530612244898 32.6530612244898 8.16326530612245 4.08163265306122 7.04164492 9.99823839 3.52919627 8.48202217 11.38443015 3.57102144 -1.55809164 3.83679266 8.82974969 NA 0.28166858 2.61166815 6.87218482 7.54502005 6.49701511 10.64201793 10.80203081 4.98088901 5.49701511 9.83028781 12.61345649 15.33987776 11.83015334 11.01016357 9.45295963 5.65449569 7.91949085 6.20328339 1.24908121 -0.55830406 5.56802298 8.82759486 10.01585281 10.19995558 2.02669384 -0.55830406 9.86956901 9.43820592 7.57615855 8.08739070 5.34862194 2.02669384 9.40535104 10.99823839 6.85112311 7.97116300 4.76366121 10.11017425 9.12560435 9.36208519 7.81023872 0.44169594 7.81459721 9.89191263 10.23777199 7.51854773 0.76366652 11.87028360 -1.55809164 8.32455861 8.67894233 -1.55809164 11.41865442 9.56714592 7.45295942 8.88592938 NA 3.52919627 9.97213876 NA 11.79073710 8.67894233 6.18992535 2.76366652 6.82275564 12.11790983 8.98669677 9.06011793 7.14563568 13.70456130 10.86616115 7.69676101 7.31209697 5.65118662 8.09994370 8.49837016 8.13696087 3.34862902 8.19828885 4.95979333 6.61755562 2.61166815 8.48612667 9.62536767 5.14217242 10.00206521 6.16965247 10.97603528 7.53184461 14.31550856 7.07835685 10.06332645 9.02010517 13.89120346 NA 4.05644480 7.24586355 12.16272471 9.36208519 1.61164454 4.50782001 4.16965247 5.79045928 11.22145173 8.94754402 7.91746577 9.88260148 9.29971333 2.14218468 10.25831610 8.86379725 11.13521933 11.83069139 9.32437544 8.87218482 11.94746578 10.12954538 13.40187008 6.86799651 1.61164454 9.76535009 9.26111306 8.06195220 10.23004290 NA 8.43749950 2.34862902 14.05336238 1.02672925 9.77320911 -1.55809164 10.42864104 10.96112292 11.35256246 1.44174905 6.36654428 7.08558824 10.73376631 10.74722416 11.36769098 10.82327536 9.35761182 5.50782001 10.83646298 2.61166815 -0.55830406 4.50782001 8.40028516 5.75461497 NA 9.69203081 11.66964911 9.91543814 8.78713760 9.72366231 -0.55830406 10.31671371 7.08919092 9.72082054 8.16283137 2.96528560 6.82111067 9.73635305 2.12316954 11.40751666 8.34561415 10.28132988 10.74779404 10.52952670 9.86477997 13.51871493 8.87636070 10.13913434 12.60065756 2.52919627 3.34862902 9.85218366 9.66392345 13.91736226 8.02860948 9.85382057 9.30669219 1.24908121 10.71901980 10.35649126 10.92831606 2.76366652 10.55872606 9.66084646 1.61164454 5.32437499 NA 9.74036769 7.26191156 12.15350688 9.57936403 7.64140441 8.80805452 9.47308897 11.41578840 4.59148195 11.61286380 9.34711927 6.98476364 11.20950302 7.01916147 5.51854773 7.69439759 1.02672925 -1.55809164 8.32220353 12.49047466 3.61165635 6.71001704 11.94045819 NA -0.55830406 11.71436213 11.20970990 11.42632881 11.16837628 11.05344882 8.63771964 9.53718209 5.54323603 8.73290309 11.36635932 10.51185334 7.52121724 2.02669384 0.02672925 -1.55809164 10.08739084 10.10261969 9.43325430 NA 9.89705962 14.20507443 8.00397489 7.64899097 8.93758745 NA NA NA NA 13.64492740 8.17982452 8.85324342 10.96259652 NA 9.16965272 9.04909053 11.30553146 3.61165635 9.70088720 10.50546453 10.33919975 9.27936032 8.99728027 12.15501147 11.00254283 9.95743220 11.49531891 7.43041742 8.31714395 5.73635322 10.40462834 3.35005871 8.51445448 10.31939992 -0.84468000 -0.81261000 0.04202100 0.04641300 0.02342300 -0.00857990 -0.86090000 -0.84668000 -0.34148000 -0.85194000 -0.84088000 -0.84468000 -0.81261000 -0.81261000 0.03862700 0.03862700 0.01741900 0.01741900 0.04584600 0.02412400 -0.85250000 -0.00857990 0.02033900 0.02033900 -0.82269000 0.03002500 -0.85989000 -0.38246000 -0.00097346 0.00193850 -0.34148000 -0.861 -0.861 0.000 0.000 0.000 0.000 -0.847 0.000 0.000 0.000 0.000 -0.849 -0.849 0.000 0.000 0.000 0.000 -0.841 -0.841 0.000 0.000 0.000 0.000 -0.813 -0.813 0.000 0.000 0.000 0.000 0.000 0.000 -0.852 -0.852 0.000 0.000 0.000 0.000 0.000 0.000 -0.341 -0.341 -0.861 -0.861 0.000 0.000 0.000 0.000 -0.847 0.000 0.000 0.000 0.000 -0.849 -0.849 0.000 0.000 0.000 0.000 -0.841 -0.841 0.000 0.000 0.000 0.000 -0.813 -0.813 0.000 0.000 0.000 0.000 0.000 0.000 -0.852 -0.852 0.000 0.000 0.000 0.000 0.000 0.000 -0.341 -0.341 10.8937162 7.5914797 7.5658538 7.9295525 -0.8183249 9.9813759 7.3546214 7.4496563 7.3576118 11.0301940 10.5742321 NA 6.3120970 9.8173148 2.6896570 8.8950029 9.0882911 9.7363531 -0.5583041 6.8805239 1.0267293 NA 9.4353784 7.3335159 9.4424648 10.6420179 11.2527598 8.6849064 4.2230904 0.4416959 1.2490812 9.6147847 7.9652943 9.9006516 -1.5580916 2.6116681 8.1282331 8.3842467 8.3167137 8.6327917 9.2627092 10.9215126 10.0082622 3.2997136 9.5895733 7.5051272 7.2934818 4.3243786 9.3035947 5.7455143 12.6082093 12.9524965 8.9225226 12.8351899 13.8005209 6.1282336 8.1899253 8.8753178 3.6511895 9.5921143 5.7815827 11.9305767 10.1945311 8.4289966 4.3724716 1.4417490 9.1806690 7.6091507 11.0446632 8.6572652 13.4018701 8.4874920 10.0435031 11.7874148 8.9174658 10.4286410 13.5250455 11.3676910 7.8297494 13.4612797 10.6911422 -1.5580916 10.0747275 9.8394069 10.6290844 8.3456142 7.1865659 9.3835136 12.6303212 6.9731141 11.5052909 0.7636665 7.7681618 8.5172115 11.5951261 11.7359223 4.9652948 NA -1.5580916 11.8994980 11.2039067 10.9833033 6.0039755 11.6221078 12.45426963 12.90971993 10.64201793 9.83028781 11.83015334 2.83404371 5.38424671 2.68965699 9.39955992 4.11415877 9.83028781 6.85112311 3.90116618 12.38497519 9.36208519 11.72814573 10.56940432 3.61165635 12.20203650 6.14133878 6.62660705 6.85815013 11.69188272 7.27462229 -0.55830406 11.98379692 10.69173462 10.79097765 10.44208457 3.90116618 7.42187211 7.87218482 NA 8.65362077 11.51620839 10.16112117 -0.55830406 10.78019025 9.48407568 -0.55830406 6.40751591 0.02672925 9.44454739 8.61290903 9.72366231 9.50312389 0.02672925 10.65999286 9.66814448 9.66392345 11.31863296 9.45156103 12.15350688 11.10729039 12.76970596 11.20950302 8.95150737 5.71785735 6.19662081 10.75971021 9.96969805 -0.55830406 4.53300884 NA 7.93390601 10.80844523 10.55188943 -1.55809164 9.16965272 7.40173456 9.90576756 TCGA-KN-8419 43 0 NA 714 kidney stage ii t2 n0 NA male 2004 NA no NA kidney chromophobe NA NA black or african american not hispanic or latino NA NA 1 1 3 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.3248221 10.9950111 10.9356105 8.7332913 5.9617530 8.9778122 7.2040028 NA NA 5.3219281 7.3591873 10.4054384 11.1574644 2.9831304 0.4805753 9.6480440 7.7691072 8.8411073 8.2062759 3.5395187 1.4806270 9.9277091 10.4904545 7.9318367 8.3406780 7.4768636 9.4319106 9.9864374 7.6371306 7.4464101 0.8956904 9.8462192 9.9731467 10.4285062 8.0530103 -1.1043872 11.2703062 NA 9.8650498 7.5395194 NA 11.2895900 8.7691076 8.2265803 9.1152432 NA 4.4192220 10.6729186 -0.1043872 13.3421651 9.3271610 7.1483291 3.5395187 9.7931988 13.0993937 10.2181549 8.9180311 7.9778122 14.5576919 10.2755832 7.4655191 8.5926308 5.4192254 8.6488799 7.8815056 6.4502528 3.9831304 8.2641700 3.1504135 6.8644449 1.2176030 9.7497525 9.0941083 7.8672071 9.6522197 10.4250939 12.6017276 7.6997945 15.2727212 9.3018684 8.8542161 8.2310536 14.2619514 NA -0.1043872 12.5353432 12.2064181 8.1741128 1.4806270 9.7957754 5.1435893 4.9400587 11.3461014 9.1879849 7.5821638 9.3895188 9.2243382 2.3551009 11.0181678 8.9671257 11.6453233 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8.1600585 11.7173504 11.0935951 -0.1459245 5.0438213 10.2142950 NA 11.0941916 9.2580737 5.1207832 -1.1459245 7.8455183 1.8539956 -0.1459245 9.4659435 4.1393958 9.9695540 10.4924325 11.1651261 8.5157747 2.1759397 NA 0.4389315 9.9460929 8.3236385 9.6557049 -1.1459245 2.8539956 7.111384 8.836990 8.468706 8.970341 9.334787 11.048753 8.971640 1.661339 9.640266 8.750329 6.796511 4.784734 9.227949 5.554435 12.414688 12.982555 9.252740 12.440485 12.630430 6.621718 10.885698 9.276061 4.211550 9.907244 7.420050 11.861024 8.501455 5.635357 6.393155 1.853996 10.242552 7.296940 11.697721 8.580215 12.113004 8.730514 8.903845 12.448554 6.526423 8.540497 12.349602 11.864509 7.564803 12.119758 10.098360 NA 10.400891 9.366737 11.212648 8.111385 6.941460 10.056120 12.307010 6.431426 11.064668 4.377561 7.063450 7.793576 11.871675 11.866097 4.282610 NA NA 11.034527 12.082966 10.346841 5.635357 11.300305 12.9425364 12.8084655 10.4924325 9.0138678 11.3933978 4.8081945 7.3498518 1.6613392 9.3989610 2.8539956 9.8589192 5.7728595 9.5175546 11.9236125 8.0658846 10.8366337 10.2484593 3.1019190 12.1952374 6.5541590 5.5264226 7.2432187 12.5184438 7.2927882 NA 10.9722888 10.3548385 10.1149160 11.0716514 4.4687071 7.7788091 7.4687063 5.7366400 12.6942827 11.6651705 10.0658849 NA 10.1231232 8.6418989 -0.1459245 7.8197806 -0.1459245 9.0024730 5.3931553 8.8929155 9.1861227 1.1759397 9.1207830 9.4548386 10.1054789 11.4922062 7.6516581 11.2497984 11.6711801 12.6795517 10.6357661 9.8497637 4.7119794 4.6088861 10.4333125 10.2665664 -0.1459245 3.0239295 NA 9.1646093 7.7645193 9.5492248 0.4389315 9.3357961 7.4008914 9.4687063 TCGA-KN-8423 44 0 NA 788 kidney stage i t1b n0 NA male 2005 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 1 0 0 0 0 0 0 0 1 0 0 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10.69266798 8.24925712 8.56303035 11.73945812 6.20801385 NA 6.07455039 9.02604671 NA 0.03294716 3.41215825 6.54601006 8.22522335 6.01041509 11.36424909 10.77872004 4.37151007 8.14611193 10.10254109 12.61781251 15.80003672 10.92346841 11.38895775 8.33101813 3.19643394 8.49371257 7.19351452 -0.75779385 -1.75779385 7.11259485 9.22664845 9.92214982 10.24504506 3.24223664 1.24220615 9.37922109 9.39768062 9.25345728 8.36764364 4.14912114 2.24223664 10.14007539 10.75916108 7.05601119 9.48480860 1.94268340 9.53627636 8.57426654 8.40083974 7.31100805 1.82720931 9.86473943 9.41278110 10.60197956 8.23799719 NA 11.18676089 -1.75779385 9.03479264 8.81682367 -0.75779385 11.40005061 10.15062263 8.46139841 10.05383345 -0.75779385 4.32969051 10.99326556 1.94268340 12.52510123 9.03664591 6.39197732 4.43205744 11.71587489 11.12028091 9.66166357 8.79105183 8.69550079 13.52950950 10.31402747 7.72604578 8.97609265 5.31904704 8.94699836 8.49134325 7.10950892 2.14912927 11.35987307 3.70852938 6.96963978 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9.7460557 1.2422061 8.5854155 10.9285116 8.9962822 NA 6.7220096 2.9426646 -1.7577939 9.2422300 7.7420756 10.3714808 11.3642491 9.9749782 8.5206796 2.2422366 NA -1.7577939 9.2852572 8.7057544 10.0215390 0.2422061 4.5641586 9.175921 8.939197 7.985381 10.422139 10.322714 10.301912 10.715428 2.827189 9.915981 8.689313 6.761866 5.773611 9.509602 6.259039 13.157829 12.282091 9.693441 12.744067 12.336225 7.270136 7.643109 10.339274 5.935717 9.651090 10.439447 11.775316 11.847478 8.370224 1.242206 -1.757794 8.773611 9.143097 11.633608 8.957334 14.637145 8.919069 10.441902 11.851986 7.013719 11.660346 13.322256 11.159753 9.627014 11.470598 10.507259 NA 10.361495 9.877041 10.773611 8.898655 7.350754 9.390707 12.831237 9.190597 12.058113 5.693442 7.422139 9.334987 11.361333 12.007516 2.242237 NA -1.757794 11.463213 11.407451 10.997744 4.856941 11.584444 13.1328268 13.7048920 11.3642491 10.1025411 10.9234684 4.7179615 7.7775052 4.1729675 9.1707483 5.1370485 9.8829268 7.0560112 2.4901593 11.8120761 9.6025283 11.8114923 11.3824207 2.6345468 12.4769726 4.8614939 4.0235925 7.0807717 11.7252900 8.3624677 1.0495611 11.7213787 10.4348311 10.9131031 10.6178125 6.2866243 9.4680399 8.3136925 8.3296928 9.1218132 11.6149590 9.9287305 -0.7577939 11.2840602 9.2639041 0.5641342 8.0037810 1.4121312 9.9564755 9.0252282 9.6616636 9.3137660 3.4121583 9.3270383 10.8759064 10.1960627 11.2125157 9.0970982 12.1810744 10.5616199 13.1988784 10.9868536 9.3042760 5.5820802 7.4925286 10.6789415 10.4180914 -0.7577939 10.1074104 NA 8.4109020 9.5014790 10.8997718 0.8271686 9.4984388 8.9331011 8.9084539 TCGA-KN-8424 42 0 NA 1983 kidney stage i t1b n0 NA female 2005 NA no NA kidney chromophobe NA NA white NA NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5516689 12.7707294 9.5436016 11.1278876 4.6094890 7.1632008 8.3855937 11.4046479 11.9197777 4.2350913 NA -0.5197349 10.5590245 11.7205507 11.0925982 4.2875609 11.3379932 13.1346747 12.9796787 10.8821526 10.0003340 10.8214473 5.6798798 7.3412938 4.0651673 10.1397565 4.0949201 9.4278435 8.8178285 7.1596867 11.6534089 9.0183955 11.5890576 10.8429722 2.4802134 12.8846829 5.5911348 4.3628486 7.3079622 11.5322650 8.2267209 -1.5199417 11.7389198 10.6085231 10.3528814 10.7751144 8.3162571 9.8536155 8.4942272 NA 9.7364151 11.6721910 10.2471495 -0.5197349 11.0103689 9.1249642 -0.5197349 8.4227212 4.5246028 9.8666079 7.7998787 9.5556856 10.1177688 4.7281328 8.6451133 10.5412401 8.4183160 10.8052309 9.1745645 11.7987493 10.8394070 12.7145000 10.5929718 9.9027970 5.6197593 9.0299911 10.9783078 9.9411743 2.4802134 9.3178345 NA 9.0232384 9.9619757 10.4303979 1.2875905 8.9870098 7.9720596 9.7874073 TCGA-KN-8426 50 0 NA 108 kidney stage iv t3a nx m1 male 2006 NA no NA kidney chromophobe NA NA white 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0 0 4 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 2.639158e-05 1.1167e-05 71.9060523938573 10.4787714543812 10.9304426377597 4.7877145438121 1.8970189701897 4.6307200 9.9304872 4.9455937 9.8113577 10.9828988 3.5950978 NA 5.6424619 8.9170250 NA 1.8593335 5.0146365 3.7967327 7.1588651 10.0425935 11.7737617 10.6207902 1.4430762 9.2632727 10.0704250 12.2846581 14.1265198 11.6728473 10.9004747 9.1147332 6.2215369 8.0263857 9.9775048 2.5211010 0.5951217 7.1950099 10.4614485 10.2175148 9.9701362 5.1679881 1.8581402 9.1311498 9.9570406 8.6074420 8.3947023 10.0712355 2.3606452 10.0230382 11.5324707 9.9331647 9.6230028 4.7161129 8.8832707 9.9070721 9.6241080 7.4826224 1.9736113 8.1060588 10.5495840 9.6312706 8.3010750 NA 11.7422369 NA 8.7305496 8.3216558 -0.1419394 11.4536996 11.0399047 7.4679258 8.7101094 -1.7269019 4.0010906 9.7650218 NA 12.5286400 9.9649123 6.2331710 3.1800524 10.2432531 8.5550987 10.7468745 8.9596693 10.3979363 15.6624388 10.3103725 7.8804988 7.7789806 5.8730823 8.5883185 8.4330400 10.7782360 6.2675227 8.9367269 3.4775478 7.5981143 1.5950739 7.5928412 8.5883185 3.1800524 10.4527669 7.7140380 10.5207997 7.1496862 13.7386992 6.3816935 9.9459610 8.4075949 14.2343924 -0.7269019 4.1311532 8.3298067 11.1787438 8.6362084 1.4430762 8.8132967 5.2955357 8.4959637 11.3880498 9.5417107 8.8767950 9.8786483 9.4273539 -0.7269019 10.4688485 9.6957592 11.1227694 10.4614485 10.3672464 9.1342556 11.8251858 9.2568750 13.3347931 1.4430762 -1.7269019 9.7595011 9.6057649 7.0078783 11.3721878 NA 3.9736113 1.4430762 13.8664140 3.1311450 11.5877520 3.0280563 10.6838851 10.6665592 11.3469756 0.8581402 6.6130188 5.2156825 10.9061640 10.5809389 10.6602626 11.1811861 9.5545192 5.5860531 11.1798715 3.4430894 1.2731578 5.5860531 8.2829976 8.3161960 NA 10.7831911 9.9491258 8.3579773 2.5211010 10.7248950 1.4826418 10.1147331 7.1123728 9.0963212 10.2346184 6.7769949 8.4380757 9.1573394 4.8277581 12.1187568 8.2418354 9.9544072 11.0458957 9.5364380 10.5335003 13.0758366 9.9138657 10.2515217 11.9536382 3.7967327 7.1466125 8.1076398 9.5786606 10.9642928 9.9964074 10.6152435 8.4617577 3.7326057 11.0083016 8.9385046 10.7279821 4.4826224 11.4917320 8.0937788 5.2843957 5.5305577 NA 9.8716866 7.1679861 13.3825506 10.4437198 8.5364380 10.1435335 9.0618871 9.9048006 3.1311450 11.1620775 9.3072798 7.7888684 11.7061021 3.1800524 3.8277581 6.2731690 1.8581402 1.2731578 6.5098526 11.5565466 4.1311532 7.2533086 10.9772821 NA -1.7269019 11.7364377 11.1208134 11.4390179 11.1483422 11.9507783 10.8320677 9.5067346 6.5627721 8.8702901 11.9369492 10.8253575 10.3247176 1.4430762 -1.7269019 -1.7269019 11.3558168 10.0450709 9.2331707 -0.7269019 10.2309964 12.8136601 8.0692086 7.3320804 7.5281970 -1.7269019 -0.1419394 NA NA 12.0425934 7.8730817 10.2255461 11.1143400 -1.7269019 10.1493019 8.4976048 11.1826869 6.2331710 10.1060588 10.3321752 10.2393137 9.7046664 9.6422209 11.6817639 10.6152435 10.1979813 10.5800849 7.6307207 6.4279866 4.9025271 10.4267208 5.8680916 7.5827359 10.5695115 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5.5769484 2.5211010 -1.7269019 9.1319269 5.5305577 11.0976662 11.7737617 11.1168230 8.4605210 4.5210947 -1.7269019 0.2732175 10.2951898 8.1264784 10.5408333 NA 4.6482066 8.4935473 9.0487792 8.9088870 8.1249179 8.1634328 9.8874185 10.2320839 7.0413536 10.5013862 7.7428106 7.6307207 5.2039059 9.4746802 5.4127206 13.0519646 13.1328977 8.9473611 12.5259820 12.7064934 6.5067892 7.0112608 9.6163546 3.6654837 10.3852824 3.9170211 11.9078664 9.1927771 8.2969231 3.4430894 1.0805212 9.3875618 7.7549683 11.1098109 8.8392227 13.3347931 9.0222002 10.4623756 12.9503929 10.2941487 10.6838851 15.3605591 10.6602626 9.6628001 13.4705391 10.7137785 NA 10.8830400 10.3800588 10.0973320 8.2418354 7.3526535 9.8688925 12.3713654 8.0933478 12.4864994 0.2732175 9.4623757 7.8543691 10.8377947 11.5209480 4.5769514 5.3921113 -0.7269019 14.6236073 11.6439924 11.5582661 6.4480948 6.9242211 12.3367324 12.1889548 11.7737617 10.0704250 11.6728473 4.9736067 6.8006463 7.5815079 9.5276070 4.5950978 9.6520055 9.9331647 8.3985821 12.7453475 9.0255493 11.1681760 11.0152676 2.5211010 11.3000380 8.1467820 8.8035751 6.7249163 12.1415091 6.7967301 1.5950739 11.1873670 10.8241560 10.7366931 11.1922183 6.1979813 9.0732598 8.7326003 -0.1419394 8.7589980 11.8010123 10.2896289 1.0805212 10.0479559 9.5287875 2.5950978 8.0247131 4.0280563 8.7098803 6.6438562 10.7248950 8.7289480 6.3816935 10.4171897 10.7521911 9.5786606 12.1284266 7.6394912 13.3825506 11.4731478 11.4198966 11.7061021 10.4540103 7.2068591 9.4024519 10.6257640 11.0355509 2.4431027 6.4874880 -0.1419394 7.9822526 12.1017913 10.3823465 1.7326165 10.1493019 7.7730146 10.2508065 TCGA-KN-8429 38 0 NA 2650 kidney stage iii t3a n0 NA female 2006 NA no 100 kidney chromophobe NA NA white NA NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.0238031 NA 7.9953466 8.5839620 NA -1.2092280 3.6518324 7.8975266 7.6438562 7.3024635 10.7928895 10.7026432 7.2438518 6.2990816 10.5654277 12.6096191 14.7933244 11.6348278 11.3473696 10.0109378 5.1937284 8.5054190 5.8559573 -1.4355731 NA 6.2854707 8.6182974 9.6121770 9.8817841 1.3717261 0.5643294 10.1488642 9.4862124 8.9620460 8.5185678 4.6518324 3.0879380 9.8057587 10.9475357 6.4470138 8.1493341 6.6571283 9.7591282 9.2990809 9.5423668 8.4454855 3.4223541 8.9097767 9.4012108 10.2456099 8.0542195 NA 11.3881347 -0.4355731 8.5194546 8.7204546 5.0562237 11.0564749 9.5279901 7.8704332 8.9624524 1.1493244 5.1189618 9.8558242 0.8862770 12.9628479 8.9285059 6.2225824 3.2082207 7.4780391 10.3992374 9.0502007 8.9516671 7.1973661 13.2420360 10.4023935 8.0401050 8.4667466 5.9394100 8.9885376 8.5713988 8.2717305 3.0879380 8.1717017 4.2821877 7.2672717 2.4712655 9.2561150 9.3733357 3.9219218 10.1596289 7.6728956 10.7796010 8.1455720 13.8527974 5.7342977 10.0138709 7.6250673 13.2783485 NA 4.2922885 8.0093864 11.9264522 9.0299379 6.0721658 6.2225824 5.4712623 6.7786909 11.2914410 9.4832346 7.1074033 10.2068744 9.2046164 0.1493894 10.7919873 8.8997617 10.4795038 12.2361336 9.4262337 9.8891145 12.0781348 10.1474541 14.2619635 6.7342964 1.8863160 9.7153879 9.3829536 7.9673836 10.0507037 NA 7.1790810 1.1493244 14.0186386 0.5643294 9.7677193 NA 11.1275677 10.6836368 11.0554729 3.0879380 6.5922776 8.0073149 11.0225216 10.5083513 11.7402780 11.0514578 9.1294734 6.8952881 10.5794379 2.3717261 0.8862770 4.4712590 7.9415817 4.1493325 -1.4355731 10.6833125 11.1127117 9.9075571 9.3242595 9.9795850 0.5643294 10.3399817 7.2190078 9.1401943 7.0441515 3.8123031 8.0278960 9.9383240 2.4712655 11.0780990 9.7732154 10.3250913 10.2225829 9.0522115 9.7701647 12.9954119 9.0622232 10.6894619 12.4737020 1.1493244 2.8122928 10.6855811 9.7931900 13.8168358 6.9649519 9.8224427 9.6378435 -0.4355731 10.9265892 11.5743749 10.9711079 2.8122928 10.9227479 8.4777397 2.1493244 5.2508706 0.8862770 9.7020029 7.9885376 12.6281035 9.4067218 8.3192589 8.7255033 9.2982342 11.5750743 3.5185729 11.4861658 9.4145582 7.1189598 11.4895549 3.9219218 5.5643721 7.4408883 -1.4355731 -0.4355731 6.6336869 12.3675944 3.8862965 7.9019934 12.0725685 -1.4355731 0.1493894 11.2506531 10.8027761 11.5503912 11.2561149 11.5836146 8.2332563 10.0668751 5.7967431 8.9979568 11.6803904 11.1827569 8.0073149 NA 0.5643294 0.1493894 9.8681521 9.7261332 10.1294735 NA 10.4176809 15.0473841 10.4328082 8.7904101 9.1864233 NA NA -1.4355731 NA 14.2476402 8.8027761 9.8152619 10.7507952 1.8863160 9.2794755 8.9606979 11.6511711 5.4832354 9.9727011 10.4599467 9.2473660 9.3869422 8.7305343 11.8353967 10.6709343 10.0577266 11.2216899 7.4254585 8.9210545 6.7292781 9.8381671 4.0371801 8.8906887 10.0652133 -0.8206400 -0.7987000 0.0169850 0.0147490 0.0065262 0.0081959 -0.8363200 -0.8306500 -0.3745900 -0.8227700 -0.8227700 -0.8311400 -0.7987000 -0.8007400 0.0169850 0.0169850 0.0169850 0.0169850 0.0116790 -0.0012473 -0.8328400 0.0081959 0.0738330 0.0738330 -0.8406300 0.0012481 -0.8350200 0.0339720 0.0037465 -0.0289010 -0.3745900 -0.836 -0.836 0.000 0.000 0.000 0.000 -0.835 0.000 0.000 0.000 0.000 -0.831 -0.831 -0.830 -0.830 0.000 0.000 -0.823 -0.823 0.000 0.000 -0.825 0.000 -0.799 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 -0.833 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.836 -0.836 0.000 0.000 0.000 0.000 -0.835 0.000 0.000 0.000 0.000 -0.831 -0.831 -0.830 -0.830 0.000 0.000 -0.823 -0.823 0.000 0.000 -0.825 0.000 -0.799 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 -0.833 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 -0.375 10.1469838 7.2046161 8.1170404 7.9374539 NA 10.2091290 8.5783919 8.0749576 8.2403286 10.9018651 10.7198222 NA 5.7640435 10.0340132 4.4951067 9.1818388 9.6878461 9.9383240 1.1493244 6.5811795 2.0237876 -1.4355731 9.5692942 8.1131931 9.8344331 10.7928895 10.8555047 7.8217593 1.8863160 -1.4355731 0.5643294 9.4500678 8.5502135 10.3829536 NA 4.4223541 8.6425222 8.9609761 8.1247045 8.5459386 9.5728001 10.2005429 10.4481602 3.0879380 9.6135392 8.3685025 6.6465198 5.1189618 9.5366332 6.3845507 12.5962449 12.4451028 9.4176810 12.9241210 14.0312126 6.7039229 8.9252185 9.5853513 5.5416511 9.2420911 6.1493346 11.8655818 10.0083509 8.3292429 4.2648141 2.4712655 9.2456097 9.2082275 11.8542462 9.4802508 14.2619635 8.6182974 10.2176644 11.0271293 10.0849901 11.1275677 13.8431838 11.7402780 8.7442805 13.7830860 10.4761379 NA 10.3180061 10.5541207 10.6719154 9.7732154 7.1266136 9.4176810 12.9835416 8.5922772 11.9746902 6.4161202 7.1112661 8.1717017 10.9824875 12.1925891 4.2082285 0.8862770 -0.4355731 10.9785281 11.3284136 10.9649333 5.9652510 11.7130069 12.3148690 13.5286671 10.7928895 10.5654277 11.6348278 4.9042191 6.7492473 3.6518324 8.7517235 4.8311577 9.9103311 6.4470138 7.4316505 12.4002086 8.9252185 11.7649635 10.8758360 3.8123031 12.2808694 5.9257004 6.3652708 7.4143081 11.1505075 7.7467656 -0.4355731 11.6962283 10.9385958 10.8958203 10.6538219 5.6304608 8.8532375 8.3225947 -1.4355731 9.9764119 11.6002015 10.5926228 -0.4355731 10.8299864 9.6284404 -0.4355731 7.2438518 -0.4355731 9.7823291 8.9019934 9.9795850 9.7010871 3.2082207 9.9404968 9.0800713 9.7931900 11.6413540 8.3845502 12.6281035 10.5748995 12.6714250 11.4895549 9.3964704 4.7541980 7.4378153 10.7907836 10.0406114 -1.4355731 6.7133054 NA 9.1855076 11.5339126 10.8308652 NA 9.2794755 7.1227918 10.5134685 TCGA-KN-8430 75 1 NA NA kidney stage i t1b n0 NA male 2007 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 3 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9258502 10.9607600 9.4824801 5.7101645 8.0343461 8.8800904 -0.2898273 1.0321008 6.9049224 8.7586523 9.9862899 10.0992590 3.2337347 1.2951352 9.6759498 9.2704983 9.6952960 8.2704986 5.6170575 2.6170633 9.6252981 10.9810448 6.8900745 9.8618163 7.8471563 9.6708915 9.5966242 9.1634361 8.0320937 2.0321008 10.0343461 10.2738385 10.4075675 8.1067702 NA 11.3151310 NA 8.9353731 8.5820708 0.7101727 11.4524750 9.5665910 8.0981827 9.2141799 -1.2898273 5.3395222 10.4758660 1.7101727 12.6994713 9.4175247 8.1237934 4.7545615 10.9530627 12.3992899 9.9443843 8.9317528 9.1899458 13.6533671 10.4629642 7.4001639 8.0433210 5.5045823 8.7627335 8.2219182 8.0275782 7.4783498 10.3887657 3.4451440 8.0324767 4.1024818 9.6042254 9.1174332 1.8800977 10.1473974 9.6629067 10.8950409 7.0544611 13.7434978 8.1427075 9.9902694 9.3072869 14.4761767 -1.2898273 4.5681477 10.4775224 11.7018645 8.6049835 5.5805314 7.3825912 7.2376421 6.3612174 11.0971057 9.3737237 8.0786717 10.4604538 9.3458836 2.9581003 10.4157980 8.8042433 11.1003345 11.5996695 9.6988501 8.7762547 12.0518762 10.3526686 13.2812071 5.9485705 2.1696044 9.6988501 9.6205010 8.8355790 11.1395723 -1.2898273 4.6874471 1.5175277 13.6740099 2.7101727 9.4474129 -0.2898273 10.6508462 11.0270127 11.1541451 3.0321008 6.7435890 8.3984158 11.3331325 10.1954917 11.7280753 10.2652339 9.4192494 7.6260448 10.6920895 2.0321008 0.7101727 5.8999901 9.0343461 5.3248754 -1.2898273 11.0422021 11.1533681 10.0622090 9.5851470 10.2473839 -1.2898273 10.5307434 7.6140472 9.8089082 5.7545589 5.5045823 7.9147367 9.7073450 3.4650472 12.9108343 9.0655166 9.7380715 10.7477125 11.6129175 8.8687753 13.3723888 9.2589874 10.4393614 12.1812056 2.0321008 2.5175277 8.5287479 10.2430084 14.2761009 8.5916009 10.3817066 9.9586861 2.4106125 10.8029227 11.3000507 11.0053605 2.7976356 10.8323464 8.7023109 3.0321008 6.3100783 NA 9.9874529 7.2800209 11.9884698 9.7415221 7.4516323 9.5398883 9.5540865 11.0803080 4.4915260 11.7526235 9.6019492 7.4106048 11.3200368 5.3540219 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12.9288801 6.6874457 9.1716449 10.2560953 5.6409043 9.4106053 7.5045815 12.4893719 9.1046281 8.7883164 3.9580910 0.2951352 10.0655166 8.7976285 12.2427650 9.2000136 13.2812071 8.8394485 10.0304020 11.1338068 8.9110642 10.6508462 14.3401482 11.7280753 9.3449765 12.2296789 10.1369545 NA 10.2327471 10.1914605 10.2733618 9.0655166 7.2454405 9.6416418 12.7877323 9.9827953 12.0940035 1.2951352 8.0410825 8.9341673 11.3292392 12.1059674 5.3825912 -1.2898273 -0.2898273 12.3948046 11.8426653 10.8212751 5.2020180 11.4824801 12.7843070 13.5002085 10.8199962 10.0781263 11.9258502 6.2951279 7.4516323 4.8999925 8.8252091 4.7101672 9.7545597 6.8900745 6.8239073 12.5372075 8.9640130 11.3832537 11.1306522 3.5175151 12.2169690 6.4970231 6.5303439 7.1280603 11.9997522 9.1353815 2.8800977 11.2481119 10.8580064 10.0461141 10.9281233 6.1858983 10.5359194 8.2685864 -1.2898273 10.3763896 11.4472016 10.0489019 -1.2898273 10.6512132 8.9449829 0.7101727 8.6687184 2.0321008 9.2425215 8.7936449 10.2473839 9.6671877 6.3322174 10.7681573 9.9299391 10.2430084 12.0954887 9.1838713 11.9884698 11.3528942 13.2416688 11.3200368 9.6095225 6.1695964 6.8700367 10.5770581 10.1227353 1.0321008 9.9338837 -1.2898273 9.5728029 11.2196040 10.2527138 1.0321008 10.0128044 8.9604639 9.9663742 TCGA-KN-8431 35 0 NA 588 kidney stage ii t2 nx NA female 2007 NA no NA kidney chromophobe NA NA NA NA NA NA 1 1 2 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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4.6173867 -0.1374891 8.9096204 10.7641176 6.4016561 7.7512394 NA 9.4661228 9.6173839 9.0937176 7.1934130 1.4474734 8.3543495 10.2067924 9.8195986 7.6503991 NA 11.6930157 NA 8.8166928 8.5384536 NA 11.3598494 8.9943534 7.8340399 9.0547893 NA 3.7693909 10.7459034 NA 11.0652325 9.3442959 6.9499597 3.7693909 8.6450690 10.7843374 8.9605285 8.6106894 7.9285859 13.3754838 10.8737237 7.2112245 3.1844231 5.6173837 9.0547893 8.1525156 6.2200494 -0.1374891 7.7753858 4.7607053 6.5158433 2.8624911 9.9943534 8.9710210 NA 10.1092371 4.9499597 10.2929491 6.8959194 13.2611159 7.3219281 9.1776460 11.0160485 14.2961471 NA 4.5629384 8.6826755 12.5895660 10.0816650 NA 1.4474734 5.5629354 4.1104217 11.1110171 8.3742492 7.6569125 9.6953865 8.5938154 NA 10.1444265 9.2178475 12.0964157 11.3737550 7.7390137 8.4624094 11.7177816 10.1222398 13.2286821 4.5629384 -0.1374891 9.3958263 9.4624092 9.4827162 10.5878627 NA 4.1104217 3.1844231 12.9962809 1.8625109 9.5189214 NA 9.5681288 11.0405388 11.1351263 3.1844231 6.6173837 8.3301021 10.4256927 11.2580306 10.8284900 9.4605491 9.0670675 4.5629384 10.6650129 3.5629384 -0.1374891 6.0523202 10.1674181 1.4474734 NA 9.8108637 10.6098503 8.5489972 10.4661229 9.3321384 NA 9.8469149 7.3623428 9.2727359 3.0324183 2.1844390 8.2718874 10.0609415 3.7451405 12.7390134 7.7633631 9.6503991 10.9055237 11.0261461 9.9406473 13.2160569 9.6454947 9.8020757 12.4593850 1.4474734 NA 9.2397071 10.1513625 13.0112082 9.5925929 10.6273681 9.7693871 NA 10.7474301 9.0473718 10.9419812 3.9499551 10.2145399 9.7820004 2.1844390 5.2200474 -0.1374891 9.8904025 6.5767413 11.5555478 10.1889259 4.1104217 9.0399159 10.0198434 10.8610869 6.3860591 11.8293191 9.3742492 7.2803486 10.8268373 6.8397770 6.1292830 6.5207082 NA NA 9.3374801 11.9204882 5.1104259 7.9552535 9.9813596 NA NA 11.6593473 11.1990030 11.3992294 10.2462008 10.8730245 8.7142455 9.0115323 5.0974591 9.8282807 10.3603484 9.4455792 7.6438562 -0.1374891 NA NA 10.4493362 9.5681288 8.9231923 -0.1374891 9.7512398 15.7661195 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0.000 0.000 0.000 0.000 -0.769 -0.769 0.000 0.000 0.000 0.000 -0.782 -0.782 -0.803 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 -0.327 10.3523444 7.5767421 8.2156432 7.5298209 NA 10.4122812 6.7079872 7.5347807 6.8166931 11.1520428 10.5818853 -0.1374891 4.3219281 10.3899735 1.4474734 11.3513408 9.1151620 10.0609415 NA 6.4016561 1.8625109 NA 9.2200484 5.8166919 9.8797643 10.4854635 10.8898358 6.7932339 3.5629384 NA -0.1374891 9.7142455 8.0374223 9.9339588 NA 2.4474470 8.1432674 8.0719498 8.0864982 9.1362921 9.9892009 11.4204388 9.4285505 1.4474734 9.9827344 6.7451392 7.1292830 5.3860591 8.5242745 5.7204782 12.2652421 13.3605977 8.6372835 12.3025870 12.7087704 5.4772078 7.4399256 9.2288187 1.4474734 9.6454947 10.6413949 11.8959195 10.0768156 6.1104238 3.3219281 3.5629384 7.8454901 7.3137075 11.1793437 8.5904168 13.2286821 9.1175249 9.2178475 12.4101140 8.5313815 9.5681288 13.1817452 10.8284900 6.9285859 11.3772105 9.6339860 NA 10.4624093 9.6471314 9.3563518 7.7633631 6.2023472 9.3442959 12.1113136 7.1934130 11.2172968 0.8625109 7.9014154 8.4474589 11.4166056 11.2596363 6.6826758 -0.1374891 NA 11.2628423 11.4275986 10.4670497 4.8166919 11.6629920 13.1493430 12.5769567 10.4854635 9.0523211 11.8261151 3.7693909 5.2887609 1.4474734 9.6454947 4.5063544 9.9956387 6.4016561 3.8625010 12.0364734 9.1956517 10.9014155 10.4455793 3.4474602 11.4055283 4.8282812 5.0324227 6.6698517 11.7824771 8.3899733 NA 11.5672647 10.2090103 9.6552867 10.8952310 4.5063544 7.7328614 8.7693870 -0.1374891 8.6953866 11.6385182 10.1009012 -0.1374891 10.0621688 8.6405736 NA 7.0523213 -0.1374891 9.0621689 9.9218409 9.3321384 9.7598882 -0.1374891 11.4535513 9.4016552 10.1513625 11.6173840 8.5242745 11.5555478 11.1799091 12.6452900 10.8268373 9.4342492 4.1104217 5.8848641 10.7212546 9.8959195 NA 4.3860591 NA 7.9068906 10.7064646 9.5733029 0.8625109 9.2266311 7.7813597 9.2866629 TCGA-KN-8432 86 0 NA 76 kidney stage ii t2b nx NA female 2010 NA no NA kidney chromophobe NA NA white not hispanic or 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8.9102095 7.2072301 13.4046535 10.2037848 8.8049844 9.7042139 5.2181999 8.7110257 8.7071372 6.3537167 0.1737671 11.6398839 2.2146844 5.7357442 2.9811585 9.7802126 9.1074980 4.6332394 9.8629319 8.9386789 12.2304452 8.0503243 14.7346409 6.8104315 8.8568021 8.5181035 12.8866568 NA 0.1737671 8.0533905 11.9339037 9.3424796 0.1737671 10.4815775 3.6973735 4.5313565 11.1603606 9.0518585 6.7662639 9.9042776 10.3978092 2.3437205 11.1449917 9.0776892 11.2606072 11.1720453 8.9436453 8.1624920 12.1345009 9.7606473 13.0585504 4.3832619 -0.8262329 9.7197372 8.6515659 8.0317883 10.5837287 NA 5.5313596 2.3437205 13.1691330 NA 9.6525770 -0.8262329 9.9795514 10.2998666 9.9535269 2.4957463 6.5488466 7.5401296 10.6691629 10.9245144 12.0628341 10.9747073 8.5114293 6.3929768 10.7173226 3.4217350 NA -0.8262329 8.4241058 3.5661210 -0.8262329 10.2099811 11.9413712 9.7168393 9.7139355 9.1752157 1.9811585 10.0533908 7.0866967 8.1332876 7.3734794 4.3832619 6.6000720 2.6332452 4.2181999 11.1471461 8.7606471 10.2579515 10.3990149 10.2632579 9.6301619 13.0210606 9.2236559 10.7802126 11.6293915 2.3437205 -0.8262329 10.7245543 9.8158591 13.9536340 7.8404223 10.2010224 9.5488469 NA 10.5752203 10.2331519 11.1755675 5.1045463 10.7493467 8.9008771 2.9811585 4.3030939 -0.8262329 10.0216478 6.9286948 11.7472180 9.6885215 8.3387145 8.7110257 9.6136383 11.7081104 4.5313565 11.3454378 9.3929759 7.3286256 10.7741850 0.1737671 5.7737195 6.2823323 0.7587296 NA 12.0887400 12.2516246 5.0317878 7.2506234 10.7289574 -0.8262329 NA 11.4864068 10.7857544 11.7214250 12.6850660 11.1478635 8.9336957 10.0050197 5.1785354 9.1424742 11.4909374 10.3941858 11.0368322 0.7587296 NA NA 9.6094778 8.6914769 9.3832608 NA 9.0348944 11.8358082 10.9249330 11.2462550 8.1989469 NA NA NA NA 15.9293732 8.1453223 9.3184658 11.3477969 NA 8.7226293 9.3217500 11.9072465 4.7885187 9.8974684 9.9738985 10.8248592 7.9875886 8.9000257 12.4334036 10.1388703 9.8949067 11.6193397 6.9085175 9.0333423 5.7436631 9.9633412 3.8742461 8.2000820 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9.6188223 2.6332452 NA 6.6414131 2.7587722 0.1737671 9.0941603 7.6855604 10.1067973 10.6860541 10.7389239 7.2927486 0.1737671 NA NA 9.3574429 8.6021677 9.9270243 0.1737671 3.8742461 9.6094778 10.1294574 7.9617101 7.9584425 10.4411794 9.3437325 10.1681609 3.3437347 9.7615850 8.1395918 5.8880540 5.3832619 10.2432572 5.3235538 12.6727813 10.9899911 9.2559565 13.0570235 13.0722199 7.5746866 7.5618248 9.0911796 2.8742461 9.4476032 9.0051147 11.6525771 9.1089726 8.3107986 7.2718393 5.2823323 8.6796191 8.9034282 12.4235135 9.3796008 13.0585504 8.4145990 10.4775882 10.3630143 6.9152747 9.9795514 13.2282422 12.0628341 9.7521801 12.7631075 10.6475132 -0.8262329 10.2147821 10.6162327 10.2168347 8.7606471 6.9747071 9.5357513 13.6267565 9.4534180 10.9983685 1.4957463 4.7885187 8.7587699 11.1457102 12.0947185 6.0066975 0.7587296 -0.8262329 12.3235546 12.3713314 12.1111702 5.2181999 11.3027684 12.5043042 13.4536356 10.6860541 10.4008217 10.5869065 3.9286925 7.4957359 3.6332336 8.1906158 5.3832619 10.1163220 6.6973693 8.1395918 11.7095518 8.8811666 11.7334235 10.5373947 1.9811585 12.4319318 5.4062747 3.9286925 6.9326967 12.2444316 7.9286948 -0.8262329 11.4815775 10.3593024 10.5810752 11.0503244 4.9286972 9.4205481 8.5746870 NA 8.1596494 11.1359805 10.2106679 NA 11.2188845 9.8426924 -0.8262329 7.5874355 3.1738150 9.6495409 8.0686251 9.1752157 9.3335147 -0.8262329 9.8149560 10.1723979 9.8158591 11.1152219 9.7681320 11.7472180 10.5302594 12.7462709 10.7741850 9.3512270 6.4499311 4.6000735 11.3452971 9.6885215 -0.8262329 6.4311950 NA 8.3030903 10.8006800 10.6058273 2.7587722 8.7226293 7.4074275 9.7293553 TCGA-KN-8433 46 0 NA 341 kidney stage iii t3a nx NA female 2008 NA no NA kidney chromophobe 24 1984 white not hispanic or latino NA NA 1 1 1 3 1 1 1 1 2 7 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 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10.6212112 7.3278284 9.3337053 11.2890362 5.6200086 NA 6.7608317 8.0950942 NA 2.7317480 5.2738329 7.5358492 8.3940056 7.0846777 10.4362678 11.0246401 4.4355819 8.5859476 9.2584695 12.1852004 14.5781116 11.8684431 9.7792080 9.9994456 5.1985452 6.5908625 9.8618496 -0.6088922 NA 6.2491722 9.2491718 10.6042950 10.8069325 3.3911903 -0.6088922 8.2890363 9.4693416 10.1725505 7.9457797 5.6579772 0.3912178 8.9476968 10.6289983 8.8750065 9.7963322 5.6006444 9.4328498 9.6983916 8.1758255 8.0846777 3.7131239 10.6236117 11.3501059 9.5062344 7.2491713 -0.6088922 12.1022683 NA 10.4764574 8.7443377 NA 11.2688583 9.2113698 7.4355853 9.8721323 NA 6.5908625 10.5217613 8.4052113 12.4507042 9.5648678 3.5611184 4.0916321 9.7319756 8.9911037 9.6696402 7.6858112 8.1758255 14.1063484 10.7052075 8.0132428 3.5611184 4.5611184 8.7618783 7.9496114 8.4383145 4.6006444 11.4145986 5.6299773 8.1501469 4.3453893 9.5994251 8.8770200 7.5810152 10.3940058 7.7399190 10.9054117 5.8669253 16.0055545 5.2240789 8.2209137 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0.3912178 11.0305315 8.2890363 0.9761436 8.8005816 3.7131239 8.4786536 8.1054361 8.9167116 9.4878927 1.7131239 7.9873806 10.1122899 9.5748262 10.7185919 8.6200094 11.8750065 11.3215585 12.6124758 9.7332654 10.4646630 6.5409386 8.0706711 10.8805370 10.7086034 -0.6088922 8.2646349 NA 7.3337055 8.9392228 9.2429397 NA 8.1626803 9.4190968 9.2001549 TCGA-KN-8434 65 0 NA 1797 kidney stage ii t2 nx NA female 2009 NA no 100 kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 3 7 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.05888359 6.71774633 0.70575678 NA 7.63709433 8.73640362 10.07424304 7.49689930 4.29069717 2.02764949 8.97836640 9.69300058 9.60206895 8.62757766 5.27559191 2.02764949 9.58837959 10.79684131 8.91884088 10.10661607 3.16517232 9.40877490 9.70714478 9.02088607 7.98650707 2.40618289 10.89586993 10.19859115 9.88937193 7.29819365 -1.29442014 11.15599419 NA 9.84482736 8.39048498 -1.29442014 10.88409021 9.77518638 8.28693704 8.93273887 -1.29442014 5.00951738 10.37506453 3.46062463 11.72827777 9.19458082 7.08077596 5.46062463 10.15543720 12.74636876 10.37992880 8.61391909 8.53228501 13.52207027 10.42469749 7.90295328 8.70009010 5.08077703 8.44888815 8.16106384 8.88937193 3.99113632 10.44509526 2.65152246 6.69935451 3.51308643 10.91061335 8.72115149 5.13200097 10.46020655 8.97135157 11.36014883 7.08944095 14.85794792 7.69725812 10.10202555 7.31676122 13.31479984 NA 4.70573467 9.29912764 11.96856550 9.37196064 0.29066031 8.44720351 8.71975706 6.63054963 11.89216035 9.65556328 9.13200122 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7.15282024 9.38433674 9.61262711 9.44551711 4.97252264 11.52787916 9.46312666 8.28316523 11.06959752 6.04558713 5.00951738 7.11936448 1.29071928 0.29066031 11.10222632 11.53228506 5.41998377 8.50663645 10.62902688 NA NA 11.43493242 10.92762576 11.26678578 10.86434627 11.23223581 9.07205889 9.38609615 5.27346367 10.39573451 11.04028917 10.19307412 9.80771217 3.65993597 NA -1.29442014 10.86403064 9.39048520 9.76643250 -1.29442014 11.00007016 14.40679931 9.36305497 10.23515741 9.15694768 -1.29442014 NA NA NA 12.89285663 8.46229286 9.18349495 11.31237310 NA 9.41223258 9.10042424 11.24683321 5.02766276 10.50946407 10.69690408 9.95958398 9.65191185 8.80245174 11.69761268 10.68337425 10.24925179 11.24659110 7.11936448 7.86560771 7.49363933 10.58378748 3.61262379 8.33669534 10.39048520 -0.767430 -0.734860 0.061794 0.073977 0.061079 0.065513 -0.774470 -0.745160 -0.568130 -0.755460 -0.767920 -0.767430 -0.734860 -0.734860 0.057708 0.057708 0.057708 0.057708 0.059366 0.054445 -0.771410 0.065513 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0.1566555 9.1434978 9.3895281 8.2599955 9.9204731 9.9704887 11.9380672 8.1224921 12.5876818 7.6880887 8.9554494 8.5230299 12.7390063 NA 4.1567040 7.4756273 10.8146214 8.0575743 0.5717253 7.2477016 3.4297231 4.7416719 11.4924701 9.2877071 8.7701901 10.2578077 10.2348584 1.7416611 10.5989599 8.6750329 10.7532079 12.2658852 10.8273637 7.7590972 11.8829001 10.5618490 12.7539066 7.4482617 1.5717253 9.9215791 8.8361877 8.8137283 10.7119357 NA -1.4281776 1.8936729 14.4917256 2.8936729 9.7708038 -1.4281776 10.2092756 11.2011016 9.9985339 0.1566555 7.0755711 8.6512297 11.6422015 10.5724493 11.6296759 11.1772245 9.1557680 4.5024834 11.0286128 3.0311834 3.6592053 7.6106639 9.0188283 7.2441707 0.5717253 10.3823167 11.3268412 9.1725870 9.9004199 9.5069101 1.1567202 9.9806055 7.1186390 10.0728159 8.9071355 2.8936729 10.2595581 2.2721725 3.3266380 12.3184693 9.5389713 10.8956442 10.8122383 10.3823167 9.7750930 12.4576320 8.9292972 10.3428217 10.7805891 4.8571450 NA 8.9672793 10.4207591 12.5059132 7.8752745 10.3707716 9.9726245 1.5717253 10.9546392 9.8669400 10.3324649 3.4297231 10.9060183 9.9291486 2.5717496 3.8196682 NA 8.4140954 6.3661613 12.5707761 8.6147724 7.3165793 10.3216145 8.8361877 11.2700156 5.5259404 10.2943903 8.4906082 7.4172348 12.0578258 5.4297264 6.1642030 12.6528123 NA 1.8936729 5.4421108 12.0422768 3.9292987 7.2477016 8.2864885 NA NA 12.0890453 11.2730515 12.0719645 12.1398199 11.7364949 8.0815202 10.9776842 5.4946556 9.4853825 11.6994170 10.4034482 10.2578077 4.7214930 NA 0.1566555 10.2001906 8.9895974 9.1707280 NA 9.1358945 12.2741342 9.3539242 5.3382069 9.2652320 NA NA -1.4281776 NA 12.8708815 7.7909134 8.9895974 11.7048872 1.1567202 9.9699543 9.1912680 11.9243402 4.5024834 9.4604883 9.2704498 10.1016636 8.6024123 8.6364880 10.9635256 11.7308280 9.7119357 11.4722345 7.7738691 9.6768220 6.3790993 10.3303846 4.2840625 8.4084108 10.2949793 -0.52747 -0.47828 -0.52818 0.77733 0.74880 -0.54421 0.72452 -0.49559 0.00000 -0.52747 -0.52747 -0.54291 -0.48957 -0.47828 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9.4140954 -1.4281776 2.4786354 8.4172352 9.3174194 8.2721847 9.8925455 9.2361924 9.1679347 10.6068878 2.2721725 9.1956266 8.1050746 5.5259404 4.5490222 10.1739799 5.7516538 13.0513990 11.6856499 9.3089924 13.5058966 13.5092108 7.6134042 9.5324711 9.3424090 2.2721725 9.7379081 11.9358797 11.5829723 8.7429218 7.3855259 2.6592167 NA 10.1425495 7.8408717 11.5824479 8.6697773 12.7539066 10.1744439 10.4987822 6.8709528 6.7466702 10.2092756 11.3925223 11.6296759 7.9511232 13.6195932 10.5525986 -0.4281776 10.2024672 5.9640636 9.2765132 9.5389713 8.1472843 9.4703465 13.4156661 8.9990580 11.3378577 1.3791219 6.8846284 8.2599955 11.3224520 12.3613806 3.1567040 1.1567202 NA 10.0388411 11.7052084 11.3695990 5.7214930 12.5606959 12.4286568 12.5432886 10.4790112 9.9911786 10.5182858 2.8936729 5.0953084 3.3266380 8.8279536 3.8936729 9.1937969 5.9554500 7.5259412 12.5201077 9.0115759 10.9060183 10.4176270 4.3266308 11.5857655 4.9659505 6.3199376 7.7967353 11.9349216 7.1109040 -0.4281776 11.2632705 10.5295726 10.1923818 10.4763797 3.5717496 7.8338401 7.6297369 3.5717496 9.2894214 11.8567137 10.2339683 0.5717253 10.6515631 10.8276588 5.2582438 7.2156009 1.7416611 9.1215296 8.0188283 9.5069101 8.4511138 -0.4281776 9.7164033 9.8600344 10.4207591 11.8445206 10.6618574 12.5707761 11.3512592 11.6473913 12.0578258 9.9215791 6.7061714 8.6458864 10.6585447 11.7148093 NA 10.0343035 NA 8.7689617 6.4288559 10.7404171 -0.4281776 9.9699543 8.8778068 10.1363709 TCGA-KN-8437 42 0 NA 3068 kidney stage i t1a nx NA female 2006 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 2 1 3 2 1 1 2 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.65404541 4.36587447 9.03262792 9.84699813 11.97640420 16.75925001 11.24545472 10.94128461 5.92658539 5.20044942 8.25177116 8.67935905 2.78091897 5.82530227 5.58826489 8.32316693 10.22468137 10.81873043 5.35379964 1.04397437 9.06723562 9.07184926 9.19199611 9.88576973 4.85129930 -1.54119806 9.86092696 10.55997164 2.70690623 10.91713111 4.62890771 9.09832165 10.08879274 8.07000552 7.05143736 0.78089798 10.44553398 10.60682177 11.05003561 8.80881491 1.26633680 11.43469989 0.96997010 8.73975159 8.34467717 -1.54119806 11.48602291 9.67814939 7.43052448 9.66859269 -0.54098814 4.26633680 9.43196053 NA 12.02717451 10.10958387 5.50337418 4.41317432 8.40442462 9.41244981 8.00780266 7.98841146 7.86412237 14.22398198 10.04347370 8.39561896 9.74553853 4.62890771 9.67875435 7.55437780 11.27676399 0.78089798 11.99729107 2.36683974 6.36250145 3.45898563 9.88209674 8.57532481 6.78090847 9.65987944 8.15942080 13.28463532 7.77865278 14.61838925 8.23870041 9.38735112 9.80826212 14.31021748 NA 1.26633680 7.01356945 11.18881401 8.95483578 1.04397437 9.36662274 8.03073334 6.55173748 11.64895979 9.24932943 7.98841146 9.65127364 9.84430404 0.45901186 10.68328406 9.69798262 11.01931370 10.73510529 8.75360153 9.36436779 11.55933440 9.91687473 11.48947555 8.41026562 1.04397437 9.90503027 9.18272705 9.28791065 10.91507851 NA 3.10284287 1.78089798 12.53328960 3.31695667 9.56029997 1.91842440 10.46144425 10.39008768 10.24484200 7.06260745 7.08103278 8.30603799 11.22468131 10.43088362 11.59787657 10.72254347 8.71872397 6.72576705 10.26714061 4.31696391 1.26633680 6.68298195 7.78765578 1.91842440 0.04390439 9.76561215 11.68764924 9.40076205 10.00635736 10.11942245 -1.54119806 9.94279657 7.81212788 10.17020036 2.85129930 5.20044942 9.66477401 3.58826489 5.47601222 11.77921728 8.73859154 11.14548138 9.87207983 10.80992003 8.87472259 12.48100182 9.29975866 10.13493785 10.10508953 10.54776907 1.45895939 7.66843403 10.50916960 14.14385546 8.77182980 11.06283900 10.80743237 8.65865315 10.27196030 10.88445903 10.38007788 3.78090847 10.05842880 9.10320675 3.91841486 4.83401842 NA 10.33703177 7.15594854 11.44713293 11.90373693 9.29503122 9.98009044 9.34391454 9.32239284 5.25339558 10.77795569 9.07552969 7.76047712 10.93395424 0.78089798 5.78989876 3.91841486 0.45901186 -1.54119806 1.78089798 11.67238888 3.31695667 6.16633986 10.02834288 7.29818449 NA 11.39304025 10.64075431 10.92963975 11.30721254 10.17193761 9.54179514 10.04638328 5.59935053 9.03829680 11.03357435 10.40552166 11.09492563 NA -1.54119806 NA 10.25014372 9.11003249 8.93471434 NA 8.85129836 12.69648960 8.36286260 7.01333942 9.27836164 1.04397437 -0.54098814 NA NA 12.24453548 8.08830116 9.36737347 11.38934858 -1.54119806 9.42259947 8.89499476 11.53345686 5.08833668 9.94933036 9.67147720 10.37149603 8.27596430 8.95583470 11.91674645 9.68177568 9.83727565 10.37336600 7.70215467 8.60618569 5.53579792 9.95733149 4.72726701 7.70222603 9.78259859 0.00513590 -0.00041585 -0.00124730 0.00527490 -0.00678130 0.00332990 -0.00429290 0.00000000 0.00027728 -0.00203870 -0.00115960 0.00513590 -0.00041585 -0.00041585 -0.00124730 -0.00124730 -0.00124730 -0.00124730 -0.00013862 0.00527490 0.00208050 0.00332990 0.00374650 0.00374650 -0.00429290 0.00152550 0.00124810 0.00166420 0.00208050 0.00680440 0.00027728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.81818127 6.34162467 8.85879290 6.53076526 NA 8.73975159 7.84699782 8.50054435 11.49188751 10.94795824 10.64787876 NA 5.90192399 9.68599497 2.41502848 9.90761342 10.95882673 3.58826489 NA 6.66355241 4.74438179 0.04390439 8.83184590 3.54643766 10.31562815 11.24769917 10.40524019 8.39414582 2.85129930 -0.54098814 0.45901186 9.65127364 8.35682652 9.50405782 NA 2.26633680 8.711646 10.271960 9.070006 6.926587 9.466709 10.852639 10.468460 4.567503 10.545781 8.867311 6.562268 4.901924 10.237469 5.481347 13.904836 11.604435 9.404425 13.231811 12.680568 7.113617 9.606186 9.369624 6.180080 10.237469 12.501752 11.838088 8.450503 10.675120 7.613799 NA 10.582132 8.815433 11.633438 9.223023 11.489476 9.383793 9.802722 12.780627 6.838359 10.461444 13.976681 11.597877 11.021462 12.243104 10.915335 NA 10.314239 9.426207 12.107338 8.738592 8.118977 10.243207 13.173548 8.747847 11.906705 1.458959 6.910192 9.669652 12.045352 11.978494 3.413174 -1.541198 NA 9.715779 12.249431 11.250345 6.906064 11.599331 11.666605 12.692151 11.247699 9.846998 11.245455 1.266337 6.470208 4.744382 8.951835 4.567503 9.942293 2.706906 2.628914 11.929238 8.364368 10.509850 10.549755 0.780898 12.830689 5.965032 6.310729 8.056903 11.899980 8.023131 2.458986 9.155948 10.122984 11.497519 10.613483 7.794371 9.205495 8.497900 8.702155 9.909677 11.277763 9.615696 NA 11.602205 9.304471 1.458959 8.617591 6.458981 8.725767 8.681776 10.119422 9.267937 1.043974 9.117192 9.637023 10.509170 11.034520 10.820102 11.447133 11.891262 12.429985 10.933954 9.778653 8.049568 7.398560 10.134938 9.156817 NA 9.030876 NA 7.557013 11.638117 10.527087 1.458959 9.422599 8.662329 9.641375 TCGA-KO-8403 49 0 NA 3208 kidney stage i t1a nx NA male 2005 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 2 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7883543 9.9316803 10.1961050 7.4773762 -1.2022399 11.0406352 -0.2020740 9.4061506 8.1130451 -1.2022399 10.9239549 9.4878937 8.0073491 9.2409118 0.3828332 5.6805382 9.7571733 NA 11.6742209 9.1016766 5.9271782 5.1554497 10.0923959 11.5509035 10.2246846 9.4171987 9.0182742 13.5461410 10.4236046 8.0856079 9.0315154 5.0832985 8.0339097 8.7766061 9.7212233 5.1198251 8.5069795 2.3828609 7.0249823 3.2573275 10.5164287 9.1355177 7.4983354 9.9393643 9.1685069 12.1433010 7.1421918 15.2083175 6.1198230 9.7303321 7.7950753 13.0174425 NA 7.1016763 10.2387649 11.5359880 8.7723103 1.7978846 7.9527139 7.9975679 8.0740199 10.9297528 8.5544522 9.6060556 10.1282525 9.2072867 2.6052573 10.4258856 8.6465187 10.8753791 11.3202321 9.2157482 8.3544019 11.9449957 10.2639722 12.9676642 6.1377453 -1.2022399 9.6108752 8.8409230 7.6651746 9.9957267 -1.2022399 4.4983339 3.4417490 14.2154187 1.3828332 10.6136793 2.3828609 9.4354263 11.1107787 11.6311812 3.8422850 6.0552846 9.1433011 10.5573679 10.0410698 11.7427213 10.7766062 9.2603981 7.8693582 10.7275241 3.0458274 2.8853596 2.9678142 8.5971773 4.3828609 -0.2020740 11.1215135 10.2665198 8.9387257 6.0552846 9.7600689 -1.2022399 9.8014136 7.1288130 9.2749861 7.1945008 5.7167577 7.9116377 9.1543478 3.6052454 12.5656664 9.2726158 9.7564484 10.2710941 11.7169453 10.0876726 13.6162782 9.2199606 9.8140077 12.3017215 3.8853596 4.2573275 8.9514479 10.0815629 10.7919522 7.3422036 9.6934711 9.7957809 3.3828609 10.7025304 11.3896518 11.2655013 4.1554497 10.9583975 8.7048765 3.8422850 5.6558756 NA 8.5155721 6.7694398 12.1647643 9.5527832 8.7462630 9.5069795 9.4983354 10.0757643 5.0073480 11.2868305 9.7070388 7.5923113 11.0097840 0.7979260 5.2241599 6.0363011 -1.2022399 -0.2020740 6.1815995 11.8160959 4.0073480 8.6449529 10.9040399 -0.2020740 0.3828332 11.1612092 10.8206103 11.3795671 10.6934710 11.3637119 9.9005277 8.3827645 5.5914012 10.2746420 11.1680382 10.7658425 11.2348675 3.5527828 NA NA 10.3898855 9.9303955 9.7801764 -1.2022399 10.2491069 13.5947466 8.9412789 9.7781139 9.2398026 -1.2022399 -1.2022399 NA NA 12.1314705 7.8174864 9.1923584 10.9371273 -0.2020740 9.1761906 9.1982309 11.5866141 5.8747109 9.9908050 10.7876451 9.9090314 9.4525318 8.9539787 11.5151438 11.0596969 9.9310380 11.3253728 7.9753155 8.4507407 7.0218972 10.3131027 4.0669330 8.5101478 10.7687207 -0.7392700 -0.7097100 0.0144700 0.0164250 0.0068605 0.0151680 -0.7567600 -0.7409800 -0.3081500 -0.7421400 -0.7368700 -0.7392700 -0.7097100 -0.7097100 0.0144700 0.0144700 0.0144700 0.0144700 0.0086135 0.0164250 -0.7416800 -0.0008316 0.0164250 0.0164250 -0.7527900 0.0000000 -0.7429000 0.0256710 -0.0132640 0.0289030 -0.3081500 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 -0.741 -0.741 0.000 0.000 0.000 0.000 -0.739 -0.739 0.000 0.000 -0.749 0.000 -0.710 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 -0.741 -0.741 0.000 0.000 0.000 0.000 -0.739 -0.739 0.000 0.000 -0.749 0.000 -0.710 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 9.8572402 7.2030376 9.1826796 7.9355016 0.3828332 9.7367402 7.1685829 8.7004519 10.2912509 11.0129858 10.4033753 1.6052573 5.4126054 10.3204773 2.3828609 10.2771708 9.5685596 9.1543478 NA 6.1288130 3.8422850 NA 9.6441698 7.0552835 9.7051620 10.4786948 11.1900817 8.2115238 1.9678326 NA 3.4417490 9.5669070 8.3253729 9.9161880 NA 4.3214591 9.083298 9.057639 8.716759 9.383797 9.266520 10.824073 9.792956 2.119821 9.371543 9.213637 5.605251 6.367752 9.149939 7.257327 12.539257 13.166061 9.153247 13.156616 13.456339 6.110779 8.443554 8.608467 5.257327 9.367751 10.303211 12.037196 9.911638 7.017064 3.441749 1.382833 9.883368 7.375324 11.663436 8.910335 12.967664 8.222062 9.629995 11.445804 8.932322 9.435426 14.676617 11.742721 7.549440 13.391695 10.418116 -0.202074 10.631181 8.325373 9.721966 9.272616 6.698763 9.498335 12.145379 9.177274 11.822862 4.655878 6.611677 7.823035 10.935207 12.014187 5.525815 NA NA 11.898722 11.799832 10.906388 5.643386 10.869023 12.045378 12.858676 10.478695 9.682829 11.289749 4.257327 7.893293 3.441749 9.077506 6.017064 9.700271 7.532605 7.356316 12.441969 9.195570 11.422006 9.948912 1.967833 12.098391 5.871610 6.155448 7.520293 11.729372 9.019483 1.605257 10.511282 10.711533 10.297727 11.160662 5.786581 10.015248 9.006130 -0.202074 9.956505 11.567527 10.522836 -1.202240 10.533875 9.462343 -0.202074 8.562768 1.605257 8.832695 7.128813 9.760069 9.399156 2.605257 10.516429 9.235648 10.081563 11.744254 10.032114 12.164764 10.624444 12.940880 11.009784 9.919429 6.137745 6.297742 10.515572 10.342860 -1.202240 6.927178 NA 9.610073 11.703945 9.970948 1.382833 9.176191 7.585799 10.038091 TCGA-KO-8404 78 1 325 NA kidney stage iv t4 nx NA male 2005 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 2 4 3 2 2 2 2 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 2.56633e-06 1.144444e-06 25 25 19.4444444444444 19.4444444444444 11.1111111111111 8.8053195 9.7159771 2.9402419 8.9482776 9.5294991 7.4457772 1.7178683 2.7428901 8.2698855 NA 2.9173936 6.2097107 -0.8672258 9.1908859 8.5841053 10.3861508 11.6086277 1.4548076 4.8333354 9.3028192 12.5038541 10.1309346 12.3466061 10.5095623 9.6574360 5.3830994 5.8877811 12.8670746 4.1328976 NA 9.2698726 10.4440749 11.2692446 9.4286631 8.0032587 2.1329058 9.1976372 9.4882455 12.4850757 8.8726749 9.3337929 2.3028162 9.3796348 12.1893626 8.6267498 8.8777280 10.4136651 10.4782995 11.9041774 9.9378319 9.1343026 7.6874835 13.1828279 11.7814766 9.3103138 6.7103229 NA 10.3060280 1.7178683 8.8333341 9.4882455 0.1329058 10.2157086 10.9293395 8.9657843 8.9289826 0.1329058 7.3520629 9.8794086 0.1329058 10.2170382 7.9939811 5.9783833 7.9562617 7.8158886 9.4548224 9.6951367 9.6396978 11.9175291 15.4096181 10.4338188 8.9289340 7.3423476 4.9142536 9.0063384 8.0517576 11.8831825 12.5932222 11.8994232 4.6981851 10.4027223 1.9402419 7.5507468 9.0972352 6.2826418 10.8185191 8.5209117 9.8445613 6.3902825 14.1953874 10.1861414 9.1483650 8.1101742 10.7429963 NA 9.3985094 10.5380357 9.7383738 8.2952854 4.6247501 7.7767502 2.1329058 9.7420729 11.4488929 6.9010781 7.6327401 8.6913150 9.0094113 3.1328894 9.3914604 9.8044353 11.1752377 9.5359064 10.4008514 5.7178573 11.4850205 10.5257484 7.5079334 3.7178573 0.1329058 10.7411491 7.9142542 8.7677054 9.9760302 NA 1.1329058 2.5923255 13.4726051 1.1329058 11.8821352 NA 4.6874807 11.1395710 11.3344056 4.8608139 6.5507468 6.6797883 10.1448203 11.2823238 10.3790410 10.6642757 8.8228923 9.5851355 10.6593935 3.3808264 4.5252107 NA 9.7439190 3.5923255 NA 9.4694009 12.4514371 4.8877836 NA 9.8768871 1.7178683 10.7526557 8.6951367 11.0568939 0.1329058 8.5654361 4.7767515 11.3078199 4.8608139 8.1300737 8.0636318 9.9240571 13.0525025 8.6045695 10.5246749 12.6140630 8.9240571 3.7767462 7.2361817 4.4548207 -0.8672258 6.4366749 9.7567758 8.5898238 8.1676108 10.6908365 10.0885442 1.7178683 10.1462170 12.5957799 10.8985947 3.1328894 10.5073904 9.3859618 6.7328064 11.2737240 NA 11.1979738 5.3227178 12.0233485 10.3707018 8.4435072 10.1935902 9.3386876 9.3411287 2.5923255 12.2748354 10.0636316 8.7084335 10.5948852 1.4548076 4.9142536 1.4548076 5.0155377 1.4548076 2.7178464 9.3447826 2.5923255 12.3188537 7.0695325 NA 6.2826418 11.2845451 11.1307794 11.6513015 10.9538709 12.0185906 7.4366749 4.1328976 5.4164446 8.2256514 10.1413229 9.4066899 9.2123792 -0.8672258 NA NA 10.9240572 10.2150433 8.2877124 0.7178245 9.7758484 10.8092922 7.9877625 8.6728867 8.9175290 1.4548076 1.7178683 1.4548076 0.1329058 12.8717254 6.8193948 8.2070358 10.9126136 6.8944455 8.7476042 8.6970437 10.0761416 6.4727444 10.7051208 11.5292315 8.6485941 10.5974400 9.5348404 11.4802388 9.8079692 9.8985947 10.4744131 8.5316380 9.3015664 9.3808219 9.7731392 2.7178464 9.1752102 12.0733914 -0.1506700 0.0585090 0.0536640 0.5493000 0.2114800 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7.5465226 7.5799774 2.1329058 9.7857392 8.5165987 11.2051140 10.3861508 11.0149374 6.6005002 8.2750015 2.4548339 0.1329058 11.2573388 7.1989832 8.1635616 NA 8.8088513 10.0957902 10.8255098 10.3949891 11.1871594 9.1745535 8.5591591 8.6989484 5.7027490 10.8462808 9.3115592 8.5758376 3.9402513 8.6932270 10.5887352 12.4735789 11.6217386 9.0914470 12.8144621 12.5494279 6.3227196 10.5984607 9.7457627 10.6101466 11.0375289 6.8053195 13.4225530 7.1881764 0.1329058 7.8743611 2.7178464 10.5675225 7.8471401 13.0729325 9.0768741 7.5079334 8.2518355 6.5923255 7.0032593 8.3784470 4.6874807 13.4097457 10.3790410 12.4619898 12.9933993 10.7178567 5.9402490 10.7309468 8.8994231 11.5035817 8.0636318 7.8158886 10.8836013 11.7246504 9.5284283 10.9908753 1.7178683 10.0223982 2.4548339 10.5364390 11.9838624 6.7622505 0.7178245 4.0870894 11.8954839 12.8001167 10.3863695 6.7839464 8.8402533 12.5573230 9.7830485 10.3861508 9.3028192 12.3466061 5.9402490 5.8877811 4.6874807 9.8315989 5.9402490 9.7595159 8.6267498 -0.8672258 12.0779723 8.4882455 10.0878175 9.8017793 2.3028162 11.5217188 9.2660364 7.5465226 7.3166291 10.4020210 9.7466838 NA 7.2724460 10.0223982 7.8944455 12.0549211 6.0277114 11.1033597 8.5737634 -0.8672258 12.8948610 12.3096908 10.5846206 NA 8.9158925 7.8298616 1.4548076 10.9321759 5.2826400 6.2309254 4.5252107 9.8768871 10.0950889 3.5923255 9.7558612 2.9402419 9.7567758 11.2030152 10.0562218 12.0233485 10.2505374 9.8985947 10.5948852 11.9928172 10.1868202 6.4992161 10.8263812 12.1297208 4.0870894 4.3423485 NA 8.3784470 12.0690850 8.1300737 0.7178245 8.7476042 7.4366749 9.4981232 TCGA-KO-8405 29 0 NA 3056 kidney stage iii t3a n0 m0 male 2005 NA no NA kidney chromophobe NA NA white hispanic or latino NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.03409463 7.69288118 11.00607995 6.99661923 NA 9.02478978 7.71612392 -1.05859316 1.93047242 3.74869737 8.41707063 8.45900653 6.47271845 10.25705283 11.64761730 1.52631926 8.76151600 9.41909535 12.02498268 14.25327417 11.22558289 10.34061512 10.27337368 7.41301264 7.32935416 11.31773391 0.94133171 NA 6.48049618 8.41301222 9.97544834 10.63438843 2.74869737 1.26327483 8.76311109 9.07960905 11.07287266 8.50929323 3.74869737 1.52631926 9.11376456 10.74506468 9.05768123 11.55558688 10.61155077 9.34966693 10.22500434 8.08599553 8.04986162 5.24511912 10.80009528 10.86131772 10.16714714 6.98025613 -0.05859316 10.70300888 NA 9.95605505 8.29227653 -1.05859316 10.72760679 9.06416503 8.39048584 9.63140499 NA 8.42111724 10.61552941 4.43319316 11.50047524 9.51782152 6.44913213 3.94134111 9.06839001 11.01413969 10.26551765 8.77580811 7.90423299 14.00906561 10.07062023 7.60667318 7.72924005 4.82397858 8.26326544 8.24511769 9.94344888 8.12373137 10.00270829 4.52299104 7.80428464 4.22673971 9.81708646 9.36129727 3.02879898 9.98709685 8.98436434 11.42490105 7.06545814 15.37413464 7.74869200 9.31998975 9.00608002 13.15428945 NA 4.22673971 11.68238276 11.50477177 9.70786606 5.29888922 8.63308059 6.77422700 7.86020054 11.03805229 7.97200445 8.95675221 10.17255840 9.37387916 6.92433034 10.29172395 9.56521863 11.09203647 10.94625984 9.52629969 8.75190887 11.55767923 9.85796312 13.02065526 1.52631926 4.22673971 9.68785155 8.82338412 9.04724554 10.51734903 NA 4.87207521 3.52629422 13.15223676 2.64177721 9.92860113 3.33365271 8.55788601 10.73046317 11.15959765 5.54125153 7.05507958 8.21280033 9.95535756 10.81015973 11.42282382 9.66755528 9.02880008 10.09994686 10.91539317 3.26325981 2.74869737 4.79932048 8.79464687 2.52629422 NA 10.93533694 10.36864996 9.78839453 9.08088840 9.27225396 -1.05859316 9.61993731 7.35918994 9.20848678 7.80552334 6.00742651 8.56338887 9.85572222 5.70952224 12.38311422 8.19163568 9.54403594 10.88970442 11.16141315 9.93569060 13.47466690 9.91144307 10.12807039 11.22702834 3.89553530 0.52626917 7.89843935 9.89843920 13.60485191 7.72659352 9.55328408 10.09805235 5.49592536 10.27895907 11.48557717 11.64156012 3.40077016 10.88385164 8.51303312 3.79931530 7.06027873 NA 8.91144292 6.08088786 11.80726370 10.86392157 8.34434918 9.93498319 10.28118717 9.65214353 3.33365271 11.83859461 10.07319417 7.48049618 10.24910717 3.18927109 5.35072707 7.74869200 1.74867590 1.52631926 7.71612392 11.50166997 2.64177721 9.90206318 7.66925784 0.94133171 2.52629422 10.92539956 10.90206318 11.01715054 10.47807004 11.28840482 8.86317807 8.29227653 5.89890244 9.51498442 10.54171471 10.08663252 9.04331279 -0.05859316 NA NA 10.01815274 10.19577537 9.38012898 -1.05859316 12.83643903 12.00135752 8.75832083 11.92140531 9.65386418 3.02879898 2.64177721 -0.05859316 NA 13.93268184 6.80552334 8.72760670 11.61420444 -0.05859316 8.96924318 8.93982895 10.92717913 5.09108624 10.09742026 11.17974193 9.23250775 9.54959197 9.00203299 11.69851881 10.42263206 9.78839453 10.00203313 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9.50456200 8.28563294 11.18570397 10.77224842 NA 5.43318982 10.26608024 2.84823734 10.87392106 9.87576517 9.85572222 -0.05859316 5.96370531 3.26325981 -1.05859316 9.46979137 7.25421987 9.91714215 10.25705283 11.48817615 8.19400281 3.64177721 -1.05859316 0.52626917 9.74546811 7.42917740 9.65386418 NA 6.91288096 9.5064393 9.0101154 8.7599195 9.8444658 9.0898138 9.8838517 9.5272387 2.1112651 9.8384263 8.9143170 6.6828036 6.1892652 8.9733828 6.9413376 12.6066731 12.9468740 8.8557222 13.2562744 12.2906184 5.8117022 7.9071214 9.5514393 7.7128269 9.8564696 9.1459082 12.8194839 9.0354150 5.8838505 5.3676017 1.7486759 10.0228207 7.0706201 12.7234140 8.7551182 13.0206553 8.1087555 8.4331902 11.1125140 9.5016700 8.5578860 13.8680501 11.4228238 9.4058828 11.9954327 9.5140374 0.5262692 10.9438006 9.7907422 10.7527119 8.1916357 6.6066732 9.7946467 12.1532255 9.9078426 11.5300518 2.2632748 7.7062087 7.4007685 10.8335005 11.8588957 5.7615167 NA 0.9413317 11.7756107 12.5344948 10.4490724 5.0706212 10.7591203 12.52700392 12.25336922 10.25705283 9.41909535 11.22558289 6.25421987 8.39048584 4.11126506 9.40894278 5.64177721 9.59149130 9.05768123 3.89553530 12.37582987 8.89262174 11.32017387 9.87871094 2.94133171 12.56384663 5.56060491 5.18926318 7.01279994 11.60578446 8.72433547 2.84823734 9.51403742 10.49015904 8.81938814 11.61993731 7.55236170 11.65429397 9.47076766 NA 10.60266992 11.28396748 10.38635206 -0.05859316 9.98162693 8.53379420 2.26327483 10.56521863 6.00742651 8.96924318 8.34008064 9.27225396 10.01804588 3.46490347 10.25931498 8.42515295 9.89843920 11.10183888 9.94625977 11.80726370 11.06771897 12.57637503 10.24910717 10.37700745 5.98573039 6.88970473 10.32504141 9.84069407 3.02879898 7.40894278 NA 10.30273270 11.57983418 9.08854207 0.94133171 8.96924318 8.05247295 9.63569509 TCGA-KO-8406 17 0 NA 3145 kidney stage i t1 n0 m0 female 2005 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 2 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.0801332 1.7206287 10.1181836 3.2422366 7.0655346 3.9082557 9.2946956 9.0244086 8.6812732 10.1186589 9.2563351 11.9802403 7.8104463 13.3317720 6.7355777 10.1167045 9.9727675 13.2219674 NA 3.4575943 8.2071276 11.6939265 8.8418735 2.9430211 8.0801332 5.0584983 5.9430211 11.1941080 9.1281315 8.9322458 10.7124645 9.4695659 0.8726318 10.8407216 8.8521990 11.0119264 11.4158560 9.3213667 7.7429958 11.7913927 9.9344071 13.8926385 3.5507037 0.1356662 9.5695984 8.6709405 7.4024519 10.7837232 -0.4492963 7.2854124 2.0101353 13.6830418 1.5507037 9.9648595 2.0101353 11.1387146 10.5461166 11.2864703 2.4575943 6.7105737 8.9590326 11.2053388 10.6500506 11.7029116 11.0008830 9.0505488 5.7105750 10.5418702 3.6381665 -0.4492963 3.3055912 8.4241470 3.7601571 NA 11.1278955 10.9060539 9.6093710 5.6059861 10.0495519 0.5507037 10.2909052 6.6167914 8.7843823 10.2262188 4.9936472 8.3337010 6.7795211 3.3559888 11.6250115 9.9381817 10.8381266 10.4306688 11.3207471 9.6367460 13.0828151 9.0355258 10.4810705 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0.01698500 0.00555290 0.01112100 -0.91725000 -0.90632000 -0.38984000 -0.91093000 -0.90500000 -0.90160000 -0.87166000 -0.87166000 0.00889200 0.00889200 0.00889200 0.00889200 0.00680440 0.00555290 -0.90987000 -0.00034339 -0.00196750 0.00847430 -0.91725000 0.00624810 -0.91153000 -0.01656700 -0.01890200 0.00903120 -0.38984000 -0.917 -0.917 0.000 0.000 0.000 0.000 -0.912 0.000 0.000 0.000 0.000 -0.906 -0.906 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 -0.915 0.000 -0.872 -0.872 0.000 0.000 0.000 0.000 0.000 0.000 -0.911 -0.911 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 -0.917 -0.917 0.000 0.000 0.000 0.000 -0.912 0.000 0.000 0.000 0.000 -0.906 -0.906 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 -0.915 0.000 -0.872 -0.872 0.000 0.000 0.000 0.000 0.000 0.000 -0.911 -0.911 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 10.4375425 6.9811551 8.1110355 7.7254038 NA 9.5944136 5.9685562 8.1030643 9.0772019 10.7767898 10.7321656 -0.4492963 5.2511434 10.0121822 2.4575943 10.1243500 9.8703749 6.7795211 -0.4492963 5.9430211 1.5507037 -1.4492963 9.4814400 7.3287799 10.1944868 10.9338670 10.9224767 7.8726306 1.7206287 -0.4492963 NA 9.4164361 8.6838449 10.1759549 NA 1.8726318 8.6579197 8.9365652 8.0525398 9.1215071 9.1972614 10.9046766 10.4447626 4.5279836 9.7522140 8.7491477 6.2089152 4.2231290 9.2213590 5.7601571 12.9315020 12.3804255 9.2195877 13.1047519 13.2520634 7.1356652 7.8291525 8.6086943 2.4575943 9.3386054 9.7368169 11.7907487 10.3188871 7.8314738 3.1945599 0.1356662 8.7734976 9.0859780 11.3240480 8.5279828 13.8926385 8.3451187 10.7929837 11.4262601 8.5744573 11.1387146 14.7446516 11.7029116 7.9104521 13.1072687 11.1122294 NA 10.4624692 9.4843933 10.3296013 9.9381817 6.7552735 9.2195877 12.4866044 7.1836979 11.6996527 5.6275193 7.3055903 8.3304222 11.0505486 12.0129494 3.3580586 -1.4492963 NA 13.1484062 11.2543901 10.9811448 5.3835937 11.0211074 12.1361348 13.2096394 10.9338670 10.0908308 11.5050808 1.5507037 6.6851286 5.2921707 8.7638069 4.7405283 9.8635857 5.9170259 7.2580619 12.5318142 8.8441744 11.6867326 10.4375425 2.3580586 12.5328051 6.9139174 7.0859780 7.1528081 11.3030834 7.7479197 -1.4492963 11.7676001 10.5168476 10.6770846 10.4504373 4.5049000 8.1855138 8.4560899 -1.4492963 8.4858679 11.0813529 10.0264362 NA 10.9918314 9.7112046 0.1356662 7.5702937 2.9430211 9.7137235 7.7454599 10.0495519 9.6605531 0.1356662 10.4511923 9.6902542 9.9483775 11.8021852 9.0325023 12.0898616 10.5587812 12.6917721 11.3758603 9.2938542 5.2231290 7.1800593 10.5751499 10.4590954 -1.4492963 7.5271235 NA 8.9451655 11.2782765 10.8621673 NA 9.7004499 7.1727545 10.4744017 TCGA-KO-8407 42 0 NA 2820 kidney stage ii t2 n0 m0 male 2005 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 3 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0592092 11.0317511 5.1463945 1.9764736 9.8267944 8.0062161 0.3915478 -0.8948583 4.5069827 9.1034599 8.9435349 7.8672398 10.6473215 10.9422529 6.2577555 6.7549102 9.5697559 12.8030171 14.4582016 11.9917288 10.6672427 10.8502545 6.5412531 7.5813309 5.9562914 NA -1.1933047 6.5207884 8.5993338 10.0269220 10.3697399 3.1284749 1.3914928 9.5147653 9.8893579 9.2710895 8.7938078 5.2494871 2.5069827 8.9588285 10.8873611 6.3763998 10.8406548 1.9764736 9.8392781 9.4965416 10.1103244 8.0159970 1.9764736 9.4413546 9.9820932 9.8399667 7.0208633 1.1284914 11.4469196 NA 9.2016280 8.7980654 NA 11.1080398 9.5705859 8.1988610 8.9595636 NA 5.2822767 9.8427173 2.3914928 12.2609715 9.2832898 5.6891873 5.1103257 9.2722019 13.1693094 10.1165883 9.1497293 8.4157223 13.4709354 10.4540021 7.6074435 8.1640959 4.8065458 8.4230924 8.7607399 9.8372108 4.0544752 9.9364705 4.2179674 6.9627283 2.9764736 10.5676793 9.2212289 6.9814691 10.6307069 8.4647552 11.1304428 6.8886921 15.5384877 6.5139028 9.8283357 9.9176792 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4.0544752 9.6952869 8.6267228 1.1284914 10.2551763 11.7681742 10.2375188 -0.1934697 10.6664666 9.2983967 1.9764736 8.1837540 3.6645284 8.8065435 7.5069835 9.4575953 9.9894345 3.5614361 10.3398734 9.7888242 9.8550306 11.7034436 9.5772075 11.9755291 10.3896264 12.2586562 10.9052337 10.2338564 5.8726318 7.1103246 11.0296403 10.8866949 0.3915478 8.6649756 NA 9.5454804 11.1677006 9.6433829 -0.1934697 9.1262158 7.6042048 10.1051790 TCGA-KO-8408 47 1 507 NA kidney stage iii t3a n1 NA male 2004 NA no NA kidney chromophobe 75 1971 white not hispanic or latino NA NA 1 1 4 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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9.413909 NA 11.511588 9.028350 9.775991 6.264345 6.546745 9.674500 11.760812 7.382819 11.332954 4.327910 8.612036 8.142355 10.558055 11.638601 2.064469 NA 1.054918 8.713103 11.227736 10.454291 4.755331 10.647972 13.359053 12.227111 9.702350 9.058644 10.997895 3.469925 7.315420 1.791856 9.821973 5.514324 8.573217 8.527921 3.791856 10.000336 9.073556 11.313458 10.423398 4.376818 12.058410 5.828360 3.862243 6.464283 12.458614 7.400667 NA 10.187606 10.334115 9.556066 11.664071 2.054883 8.400666 8.489520 NA 9.418296 12.856061 10.543401 NA 10.022598 8.376820 NA 7.211396 2.639857 7.062386 9.111981 8.211396 10.258093 -0.530114 10.178151 9.987599 9.751859 10.710721 8.106554 12.127918 10.990548 12.764837 10.027393 9.948699 4.929360 6.764551 11.931409 10.643606 1.469938 8.184175 NA 7.424126 12.099623 8.844969 2.054883 7.567961 9.011026 9.168634 TCGA-KO-8410 74 0 NA 3136 kidney stage i t1b n0 m0 female 2004 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 2 1 1 1 1 1 2 7 0 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8.6593830 14.1705256 9.9639619 9.1024597 8.3183462 5.4945980 8.2100508 6.9550768 7.4506537 4.5288151 11.8895225 2.3687683 6.8707987 6.8552423 9.5539522 9.3126293 1.6987519 9.8719982 9.7684111 12.7974276 7.9211298 14.3364238 6.1870234 8.3831198 10.9211300 13.4342936 NA 2.4357086 10.8703313 12.1860193 8.3914498 4.5288151 8.3248520 6.9508778 7.8026081 11.4039859 9.5456207 8.2820292 10.4985587 9.2524734 1.1137672 10.7885558 8.3345562 11.0737770 11.6353755 9.3672286 8.2030048 11.9987341 10.0558007 11.5866351 5.6987380 -1.4711287 9.4221140 9.6679033 7.7528141 12.0937956 NA 2.3361691 1.6987519 13.6625970 2.1137672 9.9660444 1.3361691 10.7882616 10.7127580 9.3289035 2.6162871 7.3264744 9.6535801 11.4074383 11.8317370 13.4036763 10.4398299 7.8348743 7.4974790 10.5834169 3.2836996 0.1138338 2.9882484 9.1444421 -0.4711287 NA 11.1421416 12.1337132 10.9035803 8.9738274 9.6307882 NA 10.3497892 7.8026081 9.3970178 9.9969275 6.1870234 9.1389145 8.7944276 5.6268450 11.6355390 8.4506533 10.7024897 9.4402045 10.3040113 9.4222507 13.5890018 9.8630857 10.7696039 10.5174973 3.4830031 NA 9.2652144 10.2007958 15.2658947 7.4351018 9.8176786 10.7214136 7.8371517 10.8368671 11.5428330 11.4177460 4.5288151 9.7879673 8.4205961 2.9211316 4.6987352 -0.4711287 10.2660599 6.6162753 12.1671353 10.8374360 9.4786392 9.1690574 11.3070950 10.6435309 6.1287244 11.1137727 9.8764339 8.4917084 10.3995626 2.3361691 4.3867903 6.7719859 2.6162871 -0.4711287 8.1179957 12.6483211 3.2292495 7.3711633 6.9493622 -0.4711287 -1.4711287 11.5541252 10.8586089 11.3284989 10.5337352 10.9854237 9.8529931 10.5682080 3.9641121 9.8308802 11.6505079 10.1870240 11.3815371 4.3867903 NA -1.4711287 9.6817311 9.5738895 9.9846534 NA 11.7458614 13.1601601 11.0151448 8.2661784 8.8764338 -0.4711287 -1.4711287 -1.4711287 NA 14.0809112 7.9275564 8.0065707 11.7645276 0.1138338 9.2056510 8.6330704 11.0665163 4.8686621 8.6937194 10.2157507 10.3553610 8.4506533 8.5881569 12.3619003 10.6109616 9.5881569 10.1453613 6.5344367 9.9350175 8.2430583 10.3264741 4.0898371 7.9492991 9.0415529 -0.0247730 1.1392000 0.0026618 -0.0361040 -0.0359370 1.1882000 -0.0457450 -0.0525060 0.4458200 -0.0247730 -0.0247730 -0.0343670 1.1392000 1.1392000 -0.0192880 -0.0420350 -0.0188520 -0.0188520 1.2349000 -0.0361040 -0.0205240 1.1858000 -0.0331070 -0.0331070 -0.0457450 1.1806000 -0.0310610 1.2059000 1.1977000 1.1366000 0.4458200 0.000 0.000 1.181 1.181 1.188 1.188 0.000 1.206 0.000 1.177 1.177 0.000 0.000 1.200 1.200 1.185 1.185 0.000 0.000 1.171 1.171 0.000 1.171 1.139 1.139 0.000 0.000 1.228 1.228 0.000 0.000 0.000 0.000 0.000 0.000 1.209 1.209 0.000 0.000 0.446 0.446 0.000 0.000 1.181 1.181 1.188 1.188 0.000 1.206 0.000 1.177 1.177 0.000 0.000 1.200 1.200 1.185 1.185 0.000 0.000 1.171 1.171 0.000 1.171 1.139 1.139 0.000 0.000 1.228 1.228 0.000 0.000 0.000 0.000 0.000 0.000 1.209 1.209 0.000 0.000 0.446 0.446 10.1798642 6.5786610 10.6448316 6.3209521 4.0821746 8.5949016 8.0601939 8.8854514 6.7719859 11.2126121 10.7361320 0.1138338 4.9550756 9.1444421 -0.4711287 9.2196835 9.5003561 8.7944276 0.1138338 7.0004880 3.3361691 -1.4711287 9.4573310 7.3003022 9.7062508 11.0171548 10.0240880 8.9779613 2.4357086 -1.4711287 0.5287713 9.1798643 8.5017922 9.6419034 NA 4.8142171 9.0186606 9.2370342 8.0660311 8.4311875 9.6109615 9.4749878 10.3260688 4.4595497 9.6340663 9.6580956 6.6425543 5.9296916 9.5962470 5.1581673 13.3451962 12.1179955 9.9027652 13.6514384 12.5560274 7.7407009 7.5032271 10.5463170 5.7862017 9.6202479 8.0660311 12.2431654 11.6712387 8.0306495 4.4357019 0.1138338 10.2175000 8.1324391 13.0100444 8.8984100 11.5866351 8.5854501 9.8535557 12.0578770 8.7503998 10.7882616 13.5644279 13.4036763 9.7814779 11.7782223 10.0838810 NA 10.7791110 9.3167151 10.4628719 8.4506533 8.0814818 9.2669048 12.7529650 9.4311877 12.1447870 6.0523746 7.4357028 8.3867937 11.4924312 12.7917149 4.0834006 NA -0.4711287 11.5231660 11.5513537 10.8563483 5.3101729 11.3898994 13.295186 13.294202 11.017155 10.610296 10.135680 5.348990 9.193260 4.551178 9.183449 4.637338 9.488090 2.336169 3.776736 12.286406 9.170864 11.692777 10.854961 2.113767 13.168831 6.789309 5.616275 7.382185 11.568588 8.321603 1.698752 11.112601 10.336570 10.194593 10.887464 5.868662 9.989780 8.530221 10.360120 8.936080 11.172894 10.076189 -1.471129 11.378413 9.102460 1.336169 8.163624 3.955080 9.553952 7.332943 9.630788 9.395643 5.229253 9.346596 10.365257 10.200796 10.926220 9.171767 12.167135 11.096769 13.415795 10.399563 9.630788 5.776741 8.547013 10.620248 9.591533 1.988230 8.577299 NA 10.416795 7.568143 10.308942 1.698752 9.205651 9.525992 9.610296 TCGA-KO-8411 58 0 NA 3958 kidney stage i t1b nx m0 male 2004 NA no 100 kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 3 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5897747 NA NA 2.7639427 8.1389721 7.7838325 6.9114208 10.2770022 10.8371817 8.3916694 6.1175704 9.7633063 12.2315382 15.5652819 11.3530636 11.1707282 9.7277920 3.2944443 8.1253892 7.9405215 -1.4058337 -1.4058337 5.0062801 7.6465760 9.4812283 11.1165892 1.7639214 0.5939752 10.2818207 9.2548949 8.0012753 7.9603298 4.8419329 1.4013574 9.4926091 10.6260534 3.5482023 8.9293981 3.7232855 9.9679602 9.4363580 9.5416445 7.3786425 1.4013574 8.4316355 9.3720847 10.3312550 7.7714274 1.6453789 11.7183519 0.1790014 8.8916002 8.6654699 -0.4060248 11.2548949 9.1360722 7.4978894 8.5970056 -1.4058337 3.8034647 9.7973556 -0.4060248 12.0185676 8.6356666 6.1714370 3.5009040 10.5812361 7.9515598 9.1514712 9.2770023 7.6600972 13.4943084 10.1883323 8.3405218 8.6788160 5.6384012 8.2105564 9.0878630 10.2822579 0.1790014 6.5365223 1.6243349 6.1584623 1.9159415 9.6122078 9.8666374 7.6814703 9.6933554 9.0431564 12.4705246 7.8300220 14.2891100 6.4332115 10.2360232 10.1205068 13.2474126 NA 2.7639427 7.3949077 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-1.4058337 8.8443059 11.5113797 10.2045711 NA 10.8152927 10.3916691 0.1790014 6.8932154 5.2805073 9.2593436 7.2805082 9.8222251 9.3214772 NA 10.5199329 9.8443061 9.8125709 11.7859922 10.5608735 12.1672998 11.1464366 13.1802024 11.0737879 8.9959537 6.5068970 7.1214848 10.6614420 10.1939205 -1.4058337 5.8034621 NA 10.4512111 11.1999385 10.3409417 2.1789695 8.8770961 7.4827507 10.5031507 TCGA-KO-8413 46 0 NA 3038 kidney stage i t1 n0 m0 male 2006 NA no 100 kidney chromophobe NA NA white hispanic or latino NA NA 1 1 2 1 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1178194 5.2609967 7.3777632 9.2494164 NA NA 7.6193661 8.4965091 10.2097706 10.8564052 3.9640104 0.8347112 9.1235971 9.0034032 10.1131806 8.4875760 4.9844800 2.6420777 9.7468720 10.4709027 5.5761986 10.1026883 5.3893190 9.5946195 9.8832180 7.5000675 8.9640142 2.1566555 10.6545111 10.8223505 10.3558409 7.9614358 NA 11.5585841 NA 9.4026872 8.9640142 0.8347112 11.1160817 9.2557441 8.1521439 9.7244253 -0.1652079 6.9946024 10.4383575 0.4196468 11.3240774 9.4713558 6.2097711 4.0826600 10.8471951 10.9251745 10.1605988 9.0096568 9.0575261 14.0585821 9.7954572 7.8570989 8.8417584 4.9640150 8.4875760 8.3425259 9.0294879 4.6927117 11.1390825 4.4337540 7.4262161 4.8120104 10.3801783 9.1120185 1.6421008 9.7491164 9.9314464 10.9643362 7.2941631 14.9551230 6.3969729 8.5936873 10.4844364 13.8961024 -1.1652079 8.0171258 12.8418461 12.0354766 9.2724833 5.3425263 9.0294879 7.4713558 9.2184354 11.2124840 8.6580983 9.0096568 10.0344035 9.6177293 5.3582943 10.9526989 9.1834592 11.2643994 11.2815560 9.2324058 8.3835531 11.8866351 9.4911560 12.5582855 4.6160930 1.4197007 10.0368550 9.0393024 8.1812447 10.9952329 NA 7.5962822 -0.1652079 12.9781144 2.1566555 9.7867443 0.8347112 9.5837626 10.1293519 10.7427484 3.6927173 7.5282181 9.3651376 10.5347374 11.4220399 11.7787990 10.1459119 9.5071566 7.9536721 11.1442075 4.5071540 0.4196468 1.4197007 8.7874723 1.4197007 -1.1652079 11.0288724 11.2051462 10.4499010 10.2329405 9.1977708 NA 10.1729105 7.5455375 9.5407435 7.1015177 6.4567832 9.2849115 6.9168803 4.1566555 12.5726123 8.3816256 9.2119418 11.0638504 11.8600438 9.7066364 13.4386473 9.5045020 10.0484430 11.0279485 4.2609967 0.8347112 8.3504309 10.0276404 14.2237871 7.1750265 10.4069577 9.9653018 2.1566555 11.4528872 11.3107179 12.2232867 4.9844800 10.7246154 8.0517196 4.0441843 5.2776761 0.4196468 9.3064065 5.9327628 11.5438150 11.2599471 8.7004643 9.7112481 10.8452593 10.4271883 6.0731368 12.0893834 10.2243625 7.5177261 10.3984041 0.8347112 5.4045864 6.7830978 1.4197007 -1.1652079 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1.229 1.229 0.000 1.223 0.000 0.000 0.000 0.000 1.327 1.327 0.000 0.000 0.000 0.000 1.254 1.254 1.142 1.142 0.000 0.000 0.396 0.396 0.000 0.000 0.950 1.256 0.782 0.782 0.000 1.265 1.224 1.197 1.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.229 1.229 0.000 1.223 0.000 0.000 0.000 0.000 1.327 1.327 0.000 0.000 0.000 0.000 1.254 1.254 1.142 1.142 0.000 0.000 0.396 0.396 10.2615201 7.8375459 8.9627254 7.1639445 3.8891425 8.9088726 9.1734675 8.9494106 9.0980005 11.5817766 10.7162276 0.4196468 5.9742815 9.4586127 0.4196468 10.5399315 9.5229814 6.9168803 -0.1652079 6.0921186 3.0046632 -1.1652079 9.5677466 7.2651837 10.4127217 10.8739930 10.3434174 8.9920781 1.1566555 NA NA 10.0538997 7.7743107 9.9082033 NA 5.5489760 8.7219519 8.9844783 8.7874723 7.9432556 9.4839874 10.0276404 9.8647085 1.1566555 10.0985872 8.5592451 6.3425263 6.0046564 9.0183666 7.7654684 12.8405312 12.7247104 9.4893673 13.2367440 12.2743024 6.4929427 8.1476140 10.3607413 6.8954274 9.8605628 9.5360377 12.5600974 10.6453028 8.2054184 3.6420892 -0.1652079 8.4234458 7.6612800 12.6123975 9.0538998 12.5582855 8.3365686 9.1566593 12.7154626 8.0850294 9.5837626 13.5344121 11.7787990 8.8262529 11.4358055 9.7838284 0.8347112 11.2588975 9.6169103 10.5382022 8.3816256 6.6160915 9.7097125 12.6383578 9.7625091 11.7634346 1.8347112 8.5071564 8.4102703 11.1698423 11.7524762 3.6420892 -1.1652079 -1.1652079 10.7023960 11.8727928 10.5778616 5.2941612 11.0093449 13.1024689 12.7281275 10.8739930 9.4695423 11.3407908 5.2441221 9.4549511 4.0046542 9.5929544 6.2010535 9.7706328 5.5761986 5.8459592 12.0432506 9.0635499 11.5734568 10.4149898 1.4197007 13.0280255 5.0322419 4.5071540 7.4624107 11.6479111 8.8445598 2.9221978 10.3578030 10.8241256 9.7325767 11.2021459 6.9221943 10.2227484 9.5643519 5.1015198 10.4234458 10.9025017 10.3921949 -0.1652079 11.1572227 8.9035095 1.4197007 8.7189017 5.0245546 9.5177257 10.0665523 9.1977708 10.0437885 3.9640104 8.6817887 9.7860159 10.0276404 11.0629487 9.4017365 11.5438150 10.7979885 12.8941602 10.3984041 9.7617683 5.9432556 8.2054184 10.1044423 9.2910855 2.2941649 9.0659525 NA 10.7921960 11.1747732 9.9838431 1.6421008 8.9895492 9.1003462 9.3474717 TCGA-KO-8414 50 0 NA 3212 kidney stage ii t2 n0 m0 female 2006 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 2 1 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4611348 9.4181164 1.0214797 9.5668621 9.7609546 8.8594547 9.0483114 2.1590156 9.5890873 10.4648695 9.5883266 7.2034087 0.6995516 11.8688586 NA 9.2541721 9.1435628 0.2845141 11.6937600 10.0062147 7.0615267 9.8741471 -0.3004484 4.8493288 9.9421620 1.0214797 11.3438903 9.3059885 5.1258494 4.1258494 8.2147902 11.8354529 9.8327256 8.8782484 6.9987912 13.6517331 10.7962985 8.4444174 9.1682075 4.7219522 8.4511274 8.7080120 10.9335026 1.8695161 10.7309400 3.8110291 7.2801435 2.9475166 8.7122078 8.6939368 8.4086673 10.6693296 8.7233377 10.4788923 6.8081083 16.1637242 5.4677686 8.1096745 7.2073785 14.0649489 -1.3004484 3.0919029 9.2387422 11.8986422 10.1163809 3.4544655 9.1518246 5.8794926 9.0079223 11.4385201 8.7343824 7.8211170 9.4069424 8.8844587 0.6995516 10.7673538 9.9469175 11.5379994 12.1174359 9.5332641 8.5575644 12.2240810 10.3961162 13.0467895 7.2270604 1.5069573 10.1574772 8.0237638 8.5806972 10.5185649 NA 6.3434398 3.4544655 13.4821209 2.5069319 9.5069383 0.2845141 7.7219509 11.4638330 10.8256425 1.6995960 8.0746226 5.8594553 10.0811263 12.2479237 11.3020248 10.4632108 8.9557920 6.1833992 10.9403747 3.0215153 -1.3004484 3.6995849 9.8832188 2.2845437 -1.3004484 10.1569642 11.7352416 11.3569018 9.9199617 8.7989312 0.2845141 10.0510747 7.3506351 9.6912682 7.7052080 2.5069319 8.0056453 7.5544515 4.8687065 11.9653449 6.7976148 9.4735467 11.5741806 9.9223782 10.0961882 14.2151292 9.1854127 9.9884494 12.1547821 5.2694372 1.8695161 10.2760677 9.7480702 13.1531691 8.5204961 11.1781002 9.1184900 2.6995738 11.3257487 10.9400766 11.7094120 3.8695062 10.7477296 9.5041661 4.5324728 5.8594553 -1.3004484 9.5316823 5.8695087 11.3788435 11.0724484 8.6317980 8.7710457 10.5921262 10.5049242 4.3434362 12.2148791 9.8185245 7.6273610 10.1052567 2.1590156 6.2770121 6.9803544 NA 0.2845141 6.1507952 11.5051257 6.4069431 7.3720083 9.5749641 NA -1.3004484 11.9885936 11.1661697 11.4801231 11.2625412 11.3262050 7.8794926 8.3452420 4.9210745 8.7737247 10.7247229 9.9415665 8.2560893 0.2845141 NA -0.3004484 10.1636185 8.6696894 9.1079130 NA 8.7316293 11.9094936 7.4240974 7.7938985 8.9791939 NA -0.3004484 NA NA 13.9213970 5.4809436 8.5435044 10.4878939 2.4000187 8.3416349 9.0261253 11.1378554 4.8894103 10.2637328 11.5979958 9.0929738 8.9017071 9.0438792 12.4466224 11.0993954 9.9569713 11.1169085 6.7710457 8.6868475 6.3142941 10.0560353 3.2767051 9.1550646 10.7900267 -0.18408 -0.12043 -0.16268 1.23930 1.22010 -0.17639 -0.20829 -0.22883 0.39015 -0.18408 -0.18408 -0.18408 -0.12043 -0.12043 -0.16268 -0.16268 -0.16268 -0.16268 1.26640 1.25150 -0.16815 -0.25055 1.12030 1.08180 -0.19925 1.19450 -0.16523 1.21540 1.12310 0.95878 0.39015 -0.199 -0.199 1.195 1.195 1.206 1.206 -0.165 1.215 1.163 1.123 1.123 -0.229 -0.229 0.000 0.000 0.981 0.981 -0.184 -0.184 1.140 1.140 -0.161 0.943 -0.140 -0.140 -0.163 -0.163 1.266 1.266 1.251 1.251 -0.167 -0.167 1.220 1.220 -0.176 -0.176 1.082 1.082 0.390 0.390 -0.199 -0.199 1.195 1.195 1.206 1.206 -0.165 1.215 1.163 1.123 1.123 -0.229 -0.229 0.000 0.000 0.981 0.981 -0.184 -0.184 1.140 1.140 -0.161 0.943 -0.140 -0.140 -0.163 -0.163 1.266 1.266 1.251 1.251 -0.167 -0.167 1.220 1.220 -0.176 -0.176 1.082 1.082 0.390 0.390 10.8432854 7.8028711 7.6004504 7.9316925 -0.3004484 10.1316032 8.2093583 8.2402929 8.8146270 11.6611850 10.8413712 -1.3004484 5.4275023 11.1394142 3.1590156 5.5575633 8.7066107 7.5544515 -1.3004484 6.9616777 2.6064659 NA 9.3649193 7.2034087 10.3783068 10.7073115 11.0025279 8.5497700 1.0214797 NA 0.2845141 10.4797130 7.4034867 9.7629784 NA 5.1914363 7.918752 8.636221 9.142527 9.090827 9.500483 10.456973 9.209358 3.743978 10.292508 7.557564 7.357795 5.506938 8.622911 5.519762 11.997216 11.702574 8.649410 12.483911 12.862307 5.493868 8.983829 8.308762 3.343436 10.347042 8.361361 11.353996 7.612473 7.724723 3.400019 1.506957 8.930804 6.039432 11.596862 8.837855 13.046789 8.728870 9.290170 12.463107 7.765673 7.721951 13.133234 11.302025 7.569948 12.180752 10.573796 NA 10.288298 8.842967 9.912080 6.797615 6.612473 9.613968 12.115985 8.526132 10.346142 3.400019 7.238742 8.935598 11.142527 11.202415 2.787892 NA NA 10.966370 11.088677 10.064205 5.254171 10.190935 13.0019367 12.4586393 10.7073115 9.4469373 11.4185443 4.5575633 6.6595850 3.6064778 9.1174358 6.0571361 9.6199362 7.4611348 5.0919029 11.0056337 8.8288664 10.8407325 10.4008898 1.8695161 12.7191741 7.3592225 5.2994974 6.4858535 11.2840762 7.7023985 0.2845141 11.8216024 10.7443190 9.5667771 10.5387871 4.9663705 8.9510658 8.3825778 NA 8.9838290 12.6979975 10.6893326 NA 10.9557921 8.8881721 NA 7.6094765 1.5069573 8.8198211 7.5822263 8.7989312 10.3149141 2.1590156 8.0876007 10.3693543 9.7480702 10.6914595 9.1914366 11.3788435 10.6139685 12.5954426 10.1052567 10.1513096 5.1089760 6.7710457 11.3838937 10.2929745 -1.3004484 8.5149665 NA 8.4325987 9.2014503 9.2221648 -1.3004484 8.3416349 7.6825768 9.6102261 TCGA-KO-8415 44 0 NA 2939 kidney stage i t1 n0 m0 female 2007 NA no NA kidney chromophobe NA NA white hispanic or latino NA NA 3 1 4 4 1 1 1 1 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9.4735193 6.6430813 6.9556708 10.9842708 8.9431258 10.7337339 9.9842708 1.6888965 12.0568452 6.3551678 5.3518509 6.6888839 11.9160992 7.6196221 0.6888517 10.9541088 10.4471076 10.1081424 11.2860059 4.5957722 9.5826915 8.6585107 0.1039340 10.2396312 12.3986863 10.3996909 -0.8962003 10.6353034 9.2663134 -0.8962003 8.5816804 2.6888741 8.4526502 8.3893242 9.1221221 10.5430256 1.6888965 8.6077475 9.8470733 8.6274839 10.8449675 9.7947929 11.6313989 10.9470578 12.4854649 9.8190259 10.4224647 6.6963792 7.0108123 10.9148951 10.4642204 1.4258352 8.3683646 NA 8.4897842 11.8894950 9.0653717 NA 8.5592494 8.6945090 8.9256960 TCGA-KO-8416 41 0 NA 2752 kidney stage iii t3a n0 m0 male 2007 NA no NA kidney chromophobe 27 NA white not hispanic or latino NA NA 1 1 3 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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8.37069133 9.37607003 10.85230915 10.31004343 NA 5.18195726 10.86255724 2.98031783 10.41439403 9.36229739 6.33081831 NA 6.28288456 0.07340896 -0.92659104 9.55623914 5.61259136 10.32902041 10.58023463 11.26907407 8.98781625 1.39533705 NA 0.65837146 9.93141226 8.01301051 10.03343319 NA 5.07343038 8.43098311 8.83331928 8.82497528 9.24210323 9.71638547 10.81784458 9.67520198 2.07344323 9.66868877 7.58913127 7.20785772 5.77386977 8.89997979 6.65086075 12.46574864 11.96692234 8.74408741 12.83238308 13.49105631 5.96824976 7.94687529 8.39310339 5.44847151 9.84492070 6.88078591 11.62754036 8.36805197 7.98632048 3.46575249 -0.92659104 9.13547741 7.13412748 11.22476492 8.18456694 13.36683100 8.17146306 9.95454516 12.60225156 7.17671870 8.72268733 13.72437075 11.97271261 7.57327681 12.75960342 10.53235037 1.07340896 9.94918049 9.04927925 10.03198386 8.98032183 6.48282247 9.38177026 11.85949658 8.15291604 10.69181216 4.71728708 6.84161592 8.20785772 10.97505233 11.77213586 3.24334919 NA 0.07340896 10.63996098 11.36258555 10.80728544 5.26325605 10.61742963 12.528373 12.759166 10.580235 9.432083 12.057315 3.658394 6.340217 3.321365 9.069198 5.448472 9.962935 4.717287 3.773870 12.283182 8.995272 11.704608 10.278002 1.658371 12.942639 5.728639 5.918920 7.288236 11.833111 7.884003 -0.926591 11.670087 10.427129 10.313030 10.841616 4.906323 9.467894 8.785958 NA 8.965215 11.904342 10.214261 -0.926591 10.986695 9.147573 NA 7.858066 2.243364 9.290177 7.155580 9.687221 9.717964 2.395364 10.148910 9.870282 9.903154 11.811859 8.867847 11.900972 10.738767 12.628619 10.865815 9.988564 5.980322 6.801351 10.973166 11.014479 1.395337 8.585184 NA 11.379208 10.910306 9.430983 1.658371 9.108230 7.408821 10.482292 TCGA-KO-8417 30 0 NA 2815 kidney stage i t1 n0 m0 female 2007 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA 1 1 3 2 1 1 1 1 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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22.2222222222222 16.1616161616162 26.2626262626263 22.2222222222222 13.1313131313131 8.4980270 8.4838271 2.2026998 6.9410523 11.3783931 2.9616974 NA 2.5897156 8.8387665 -1.4977713 0.3780676 3.6721877 7.0947175 7.5521088 7.1852541 10.7451363 10.6699917 2.5897156 5.4680456 9.6257348 12.4764952 15.2326714 12.0949505 10.9190574 10.5377464 4.7690470 7.7286722 5.8859648 -1.4977713 -0.4977713 5.9616905 8.6263811 10.1715879 10.2470938 1.6721990 -1.4977713 9.6166530 9.8631070 7.4535447 8.7080530 5.8773001 -0.4977713 9.4292971 10.8482195 4.8945753 8.6871352 1.6721990 9.9642509 9.3351500 9.8331768 7.6212013 -0.4977713 7.4766741 9.4637097 10.1900729 7.7165787 NA 11.7618046 NA 8.6583429 8.6970169 -1.4977713 11.2533855 9.8674888 7.3192431 9.0426884 0.5022287 2.5897156 9.9565593 NA 12.2967773 8.6250878 6.5301660 4.8945753 9.9187883 8.4477036 9.0759072 8.9941130 7.3096146 13.5622380 10.4214957 8.6858953 9.3176432 5.0872210 8.3970778 8.6896119 7.7596479 1.3096419 8.1188087 3.6511895 6.6571283 3.2026998 9.1613640 9.6488285 6.9493435 10.1586848 8.7104941 11.6387705 7.8816383 14.9683171 6.7310787 9.8695764 10.2314558 13.1732480 NA 2.5897156 6.1957472 12.5808277 9.5008502 NA 3.7876623 6.6107842 5.1461175 11.1944395 9.2156463 8.9243247 10.2065959 9.5113888 NA 10.7581737 9.2199364 11.2708578 11.7732852 8.8465557 8.5493839 11.8988085 10.1839375 13.7872286 2.5022542 1.5022797 9.7807094 7.7430511 7.9921079 10.1201864 NA 6.5897230 1.5022797 14.0945417 2.6721764 9.9555305 2.2026998 9.5211556 10.8219320 11.1707017 2.8945850 6.8465560 7.8443348 10.9400120 11.2240000 11.4692483 11.0186986 9.0549290 4.6107827 10.7617090 2.7501777 -0.4977713 3.3096128 9.1922578 2.6721764 NA 10.1123620 10.1777759 9.6665384 8.5521084 9.8865040 NA 10.0414188 7.0414182 9.3081570 6.0100547 4.3096128 7.9431290 7.3319828 2.7501777 11.4117780 9.2487741 9.9795122 10.7728473 10.4498968 10.0214046 13.4183260 9.3602409 10.5085860 12.6177702 1.5022797 -1.4977713 10.0611589 9.9865793 14.0950921 7.3802801 10.2323054 9.4001054 -1.4977713 10.8123046 9.8778424 11.2548496 3.7876623 10.8584367 8.7829727 2.5022542 5.4909455 NA 9.6443670 7.5817444 12.2004220 9.7334811 8.1316167 8.8913536 9.6081685 10.6392510 4.7310800 11.4670809 9.4550012 7.7807090 11.2569387 3.6315467 5.6721849 6.2770474 0.8241568 -0.4977713 9.8826777 12.2250674 3.8598106 6.9779931 10.4767964 NA NA 11.5282646 10.9675713 11.6480329 11.1406958 10.8117362 8.5656551 9.6117314 5.8816377 8.9921079 11.4667813 10.4626239 10.2716846 1.8241976 NA NA 10.3826087 8.8685821 10.0716408 NA 9.9749507 11.6360443 8.1021726 6.2050562 9.0297369 NA -1.4977713 NA NA 14.1482560 7.9759654 8.9285246 11.2638111 1.9616974 9.1461160 9.3392412 11.5777390 3.5466599 9.7472184 10.5707024 10.2445693 8.4061416 8.7068310 12.0049674 10.4370565 10.5693581 11.4755985 7.1206454 8.5411787 5.8151425 10.4381616 3.0872252 8.3709746 10.1515161 -0.861880 -0.830740 0.024408 0.036935 0.029747 -0.873380 -0.875330 -0.867120 -0.404950 -0.865310 -0.865310 -0.852970 -0.830740 -0.830740 0.024408 0.024408 0.024408 0.024408 0.050108 0.036935 -0.867900 -0.899340 0.022444 0.022444 -0.863180 0.019083 -0.869470 0.013772 -0.028901 -0.044144 -0.404950 -0.875 -0.875 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.867 -0.867 0.000 0.000 0.000 0.000 -0.865 -0.865 0.000 0.000 0.000 0.000 -0.831 -0.831 0.000 0.000 0.000 0.000 0.000 0.000 -0.868 -0.868 0.000 0.000 -0.873 -0.873 0.000 0.000 -0.405 -0.405 -0.875 -0.875 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.867 -0.867 0.000 0.000 0.000 0.000 -0.865 -0.865 0.000 0.000 0.000 0.000 -0.831 -0.831 0.000 0.000 0.000 0.000 0.000 0.000 -0.868 -0.868 0.000 0.000 -0.873 -0.873 0.000 0.000 -0.405 -0.405 10.18437663 7.97190160 8.36024092 7.63999398 NA 9.88866137 7.41514936 7.83818598 7.66967807 10.84773726 10.61502522 NA 5.17468605 10.14295672 3.85981056 9.13252698 9.18525456 7.33198282 -1.49777125 6.01005473 0.08719125 NA 9.61730363 7.17821666 10.37561943 10.74513630 11.32513143 7.87947053 1.30964187 NA 2.08722520 9.37108246 8.28361948 10.13797798 -1.49777125 1.30964187 8.29179370 8.84322261 8.17997973 8.06450243 9.63732785 11.00061055 10.14431155 3.54665991 9.84043916 8.64181116 6.17468605 5.20269981 9.29179347 5.81514245 12.58440896 11.56363111 9.00906327 12.99586521 13.66378549 6.26381190 8.14971816 8.56025181 -1.49777125 9.51837167 7.11328481 11.85540672 9.21392682 8.28852975 3.82418740 0.08719125 9.07021596 7.82868933 11.44514090 8.11912114 13.78722857 8.18525456 10.00658233 12.38366069 7.60816831 9.52115559 13.28428549 11.46924833 6.75018709 13.26469386 10.98102956 0.82415684 9.36567176 9.48596613 9.25045287 9.24877414 6.80604044 9.45281573 12.44550731 7.24709393 10.83177315 3.50225421 6.21650531 8.50507474 11.09167696 11.81938985 1.96169741 -0.49777125 NA 12.14487575 11.44036922 10.96501520 5.38490287 11.16759584 12.5452872 13.0392356 10.7451363 9.6257348 12.0949505 1.8241976 6.5190685 3.7501884 9.2613160 4.3351474 9.9264262 4.8945753 7.6002921 12.5491264 9.3208421 11.7802737 10.7968806 1.9616974 12.9242590 5.6950445 6.6970162 7.0085082 11.4768538 7.7620033 -1.4977713 11.7429022 10.6098040 10.5213675 10.4673227 2.7501777 7.2470939 8.4241008 0.5022287 8.8794705 11.3892901 10.0844020 -1.4977713 10.8600868 9.5425496 NA 7.0606808 0.8241568 9.2156463 7.2836199 9.8865040 9.6193574 -1.4977713 10.2018323 10.0055888 9.9865793 11.7403660 9.4902344 12.2004220 10.6334738 12.6088228 11.2569387 9.4916543 5.8509869 5.7310773 10.4400015 9.9047391 -1.4977713 8.9551085 -1.4977713 8.1058865 8.2563125 10.3071976 1.3096419 9.1461160 7.3726248 10.4341055 TCGA-KV-A6GD 85 0 NA 560 kidney stage i t1b nx m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 3 4 4 9 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.996253861 7.685587699 8.702316082 NA 3.074865038 5.251537324 6.849101047 6.710970320 7.080426362 10.112788995 12.203130236 4.395926512 11.852234191 9.796401617 11.704050992 13.575673111 11.002554224 10.861980867 10.080426895 6.300528282 5.758497734 13.075576334 5.784969800 4.861593157 7.801143132 9.995841474 10.519311118 10.108210009 5.003611231 1.003602237 8.458938477 9.319892685 11.823391205 9.219144314 4.861593157 7.676036749 9.331163952 10.723855537 4.618320892 12.717105165 11.053119484 10.298806183 9.768482925 7.839661724 8.588573732 5.232430521 11.004667534 10.509422797 10.458938477 7.106898941 2.463046938 11.006387586 2.003602237 8.916500530 8.413002061 0.003602237 10.704484427 9.104273488 7.849101047 9.438281206 2.704053025 9.537914144 10.291900613 1.003602237 11.596535430 10.716997751 5.810967438 5.003611231 7.919490852 14.933863486 10.324975723 9.675152391 9.087090451 15.417338338 9.509422896 8.242016030 10.754736796 4.957807832 8.995133130 7.334528053 12.203590267 6.823790114 12.208029555 3.914822808 9.428071605 8.966507182 6.565853037 9.293630049 4.527170450 9.807742272 8.529132223 11.891022291 6.640236258 14.848665344 4.836499825 9.823183627 8.425675814 10.644759845 NA 5.810967438 13.309174297 12.920796836 8.323283591 7.361163016 7.178537380 10.461505129 8.765162422 10.547126468 7.852234230 8.213064840 9.012039801 9.363360778 0.003602237 9.707514783 8.408752615 9.856920816 10.205122564 9.417239239 8.531088213 11.696492619 9.046638660 12.718500683 5.429877032 2.588564737 10.605382008 9.783330596 8.766823712 10.118654841 -0.996253861 3.463046938 3.758495069 13.768120047 10.924336276 10.600732677 13.540890327 6.378650337 10.156529851 10.926195685 5.361164771 8.091074072 5.232430521 10.275657781 11.595367335 11.845749438 9.908998245 8.793144825 10.586694010 11.235732324 7.260999485 2.325530332 2.463046938 9.014838417 5.717857348 0.588612707 9.003611231 12.181653572 9.470197626 10.041844336 9.333407632 0.003602237 9.755991977 8.260999015 9.411070274 11.792737310 5.731530837 8.681330840 8.400215986 5.957807832 10.657352038 7.391628543 11.202670058 11.509918821 9.200828001 9.362262535 12.578441263 8.838082271 8.915003340 9.270397889 7.734930410 NA 7.037034027 10.079758763 4.021977123 9.137280135 9.020419415 10.907869568 8.922474394 10.237230878 11.433541002 10.650619895 4.395926512 10.132250112 9.148944778 4.003611231 8.227613056 -0.996253861 7.588573732 5.647467061 12.637514657 11.251242139 8.881662172 10.490948824 10.750965108 8.842815137 2.588564737 11.011987336 9.456881904 8.050735126 10.432494819 1.325559113 4.957807832 5.957807832 4.091073543 7.983750648 2.910502426 10.302246613 3.395926512 9.706649690 6.765960332 NA 4.325537527 11.386505432 10.740435917 11.379193740 10.280317247 11.816189683 8.579150348 7.116415704 6.550660606 8.962164064 9.841239135 9.373208611 11.305678914 5.898428465 NA -0.996253861 10.162220990 9.301673834 8.222779933 4.429877032 13.462594521 12.674378133 10.145718336 8.499306569 9.965060880 NA 3.861588194 3.910502426 4.618320892 14.542618564 6.069700019 8.743391767 11.244700623 0.588612707 8.746762531 9.032719103 11.010287940 7.519310725 10.509422797 10.434586426 9.146994485 8.920983394 9.275074346 11.017282865 9.711832999 10.302819278 11.425150167 8.511405970 9.746762699 3.910502426 8.616479740 4.079147671 8.015202047 11.198368116 -0.00097017 0.27490000 0.29024000 0.29167000 0.41128000 -0.00526100 -0.00926660 0.29326000 0.11888000 -0.00097017 -0.00097017 -0.00097017 0.27490000 0.27490000 0.29024000 0.29024000 0.29024000 0.29024000 -0.00526100 0.29167000 -0.00571950 -0.00526100 0.00000000 0.00000000 -0.00774820 -0.00346270 -0.00360110 -0.00318590 0.30218000 0.00346870 0.11697000 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 9.2820607 6.9866043 8.4752864 7.7885076 0.4683226 9.1431625 10.6067739 9.6757272 10.0804269 11.3396631 10.2032836 3.7584951 5.9343490 9.9067399 3.1735432 8.2032834 10.2849617 8.4002160 0.5886127 7.2562766 3.3959265 1.0036022 8.3545505 8.1634826 10.8788883 10.1127890 11.1623408 7.5114056 -0.9962539 NA 1.3255591 10.1539933 8.1634826 8.8969127 -0.9962539 7.3699332 9.793144825 9.671609706 9.743391935 11.035656967 8.009235745 8.456881698 10.056858370 3.091073543 10.024591179 9.557240627 7.178537380 7.495464127 8.809355274 7.495464127 13.015711977 11.104930430 9.287857103 14.034364593 12.543012433 5.836502350 8.724710292 9.695354805 11.638875896 10.235432451 5.957807832 13.742284107 4.957807832 9.365554977 5.690112544 0.003602237 10.525211683 6.758499066 13.951202532 9.544707931 12.718500683 8.806127465 6.946126102 11.326384430 11.667836301 6.378650337 12.786200003 11.845749438 11.531332574 12.672828524 10.174788021 0.588612707 11.044243421 9.578204729 11.023201977 7.391628543 7.807742594 10.009235745 12.318052894 10.052098080 10.843208712 6.963612838 6.270398122 7.311949892 11.187866761 12.410613394 8.393780415 -0.996253861 NA 11.065994712 12.624976352 10.458825416 7.246785244 10.252724676 11.6356977 11.2170193 10.1127890 9.7964016 11.0025542 6.5349923 10.5024605 4.3611648 9.2924774 4.9808890 9.2130646 4.6183209 8.2008280 12.5106514 9.8459617 11.1495434 9.7230001 2.0036022 14.4589064 7.8205307 6.8301602 7.4261389 10.6379685 8.5715672 4.2130673 7.9044781 9.4934592 8.9243214 11.7111861 9.1722835 12.0925651 9.6274927 4.8364998 10.8173925 11.0297888 10.4924556 0.5886127 10.5451919 8.9951331 0.5886127 10.8189946 6.7849711 7.1884870 7.1884870 9.3334076 9.5994748 8.1634826 9.8245879 5.4465540 10.0797588 11.0452054 9.5349926 12.6375147 10.7972145 10.8870182 10.4324948 10.6132517 7.4914515 8.5193111 9.6909869 9.7298294 2.0036022 -1.7823970 NA 10.2919006 11.7796576 8.3699336 1.0036022 8.7467625 8.0452704 10.9894532 TCGA-KV-A6GE 65 0 NA 885 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0846979 8.6515031 8.5980938 3.2172773 10.1709141 10.3001813 10.2231638 7.3287799 2.5517867 10.9702180 2.2268476 9.4341332 8.2064977 3.0728775 10.8235449 8.6720119 9.0209419 9.0036194 3.8249511 8.1558711 10.0675332 0.8249715 11.4202120 11.3329969 -1.1749471 4.8473205 7.7907388 10.8407180 9.7460515 9.7689344 7.5630468 15.3269627 9.4651995 8.0752529 10.7049206 4.6578458 8.8445451 7.9948795 12.4408140 3.0728775 11.9329888 5.2595813 9.3156249 10.1731294 7.0681280 8.7964981 0.4099068 9.8473224 8.6625826 11.3788238 6.2843864 14.6979165 3.1468833 9.0583224 6.7791507 10.6140806 -1.1749471 4.8022346 15.1795827 12.9710458 8.8263626 4.9334782 7.4396647 11.0057961 8.8950754 10.6067241 7.1149729 7.7907388 8.7091252 9.1057252 NA 9.7979343 7.8556216 10.4042705 10.4624851 8.7864043 8.3871971 11.4362283 9.6790437 13.2292313 3.4099204 1.9948693 10.8445452 9.5140789 9.2966297 9.8809148 -0.1751100 6.5044345 1.9948693 13.7659104 10.8700316 10.7645338 14.2936422 3.9542335 11.2759080 12.0418519 3.0728775 8.1513840 4.4099204 10.4052131 11.7477247 11.3170581 9.5964440 9.2616660 8.0940814 11.0423064 3.1468833 0.8249715 0.4099068 9.6712284 7.0246266 1.1468507 9.8937328 11.6050841 10.1138205 11.8696901 9.0258533 -1.1749471 9.9490758 8.4742105 10.0630845 11.1028231 4.4396630 8.2678981 6.0246277 4.6063119 10.5188770 6.7615925 10.3509646 11.8785411 7.9998800 10.1944428 13.1769979 8.7864043 9.5279930 8.8050941 8.6594255 NA 6.7733212 10.0501620 2.6849309 9.8242499 8.9438955 10.8819308 8.9097629 10.3986017 11.1118010 10.2220943 4.3795447 10.2951049 9.5802094 3.4688049 8.5980938 2.1468833 7.2129720 3.6323148 12.3693153 11.4894018 8.9334791 9.8679818 11.6048790 8.5865058 2.9948874 11.2869429 9.4341332 7.9542376 10.6578445 1.4099068 5.5798409 5.7075966 5.0435414 8.0846979 1.6323148 9.8410663 1.1468507 7.9282424 4.9554756 NA 3.5253924 11.6596231 10.5881669 12.0639563 10.6786539 12.3836144 8.2364654 5.7674694 6.2582475 8.1126668 9.9308630 9.1457551 10.2590614 9.8604410 -1.1749471 NA 10.3679864 9.4341332 7.9923725 5.9017696 8.4688106 10.1155494 9.5972691 7.9742190 10.0893971 3.9124199 -0.1751100 2.7318349 1.9948693 13.8528605 5.0344094 8.6937772 10.1468826 0.8249715 8.1978197 8.4524884 11.7999068 7.9923725 10.5153891 10.6953192 9.2247665 9.7205299 8.9759712 11.0160138 9.5357610 9.4506634 10.5989179 7.5494682 9.9441097 2.5253924 8.5201830 3.5798439 7.7301005 12.6303961 -0.00318590 0.71697000 0.76255000 -0.00738030 1.55320000 -0.01216200 -0.00055444 0.77964000 0.24653000 -0.00429290 -0.00429290 -0.00318590 0.71747000 0.71697000 0.75891000 0.75891000 0.75891000 0.76255000 0.00055459 -0.00083160 -0.00747200 -0.00871460 0.01502800 -0.00650500 -0.01374500 -0.00830050 0.00791750 -0.00636680 0.78593000 -0.01697900 0.24653000 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 9.9354378 7.2343452 8.0752529 8.1194605 -0.1751100 10.0429123 10.7798778 7.7824341 9.2751347 11.6221317 10.2797678 6.5114554 4.5798439 10.7299654 0.4099068 8.1195751 10.7133173 6.0246277 NA 8.5494682 3.4099204 -1.1749471 7.8079480 8.7288365 11.2403424 9.8263627 11.4595455 7.0823428 0.4099068 -0.1751100 4.2172695 10.6774840 7.0776201 8.5997414 NA 7.4136694 8.817893 9.441503 10.173683 11.036843 7.676703 9.331758 9.605494 1.146851 9.971523 9.862501 7.928242 5.743817 8.114973 7.308770 12.292433 12.033341 9.371849 13.833821 12.469261 6.332749 7.589826 9.733347 8.532313 10.470163 4.891045 13.581198 5.943896 9.712937 -0.175110 NA 10.131016 6.619370 13.131942 9.727330 13.229231 8.579842 7.546054 10.253838 9.984826 3.954234 12.298026 11.317058 10.768934 11.896752 9.555425 4.251219 11.390295 9.661794 10.497380 6.761592 8.164804 9.863874 12.145473 8.584843 10.959381 6.447006 7.360230 8.423007 11.136419 12.729025 9.612041 NA NA 9.385287 11.987031 10.417201 7.186899 9.900434 11.6335165 11.1825065 9.8263627 9.6435368 11.5554246 6.4023828 9.7318451 2.6323148 9.5503208 6.2086597 8.6242362 4.4396630 8.1378375 12.2455687 10.0657458 10.6949338 9.1468825 3.0728775 14.9021040 7.8846504 6.7075980 7.4431566 11.2279665 7.4322847 3.7791546 6.3247998 9.1103567 8.6095895 12.1546107 5.7197721 10.2485957 6.9490761 NA 10.6837126 11.7816937 10.3548731 1.6323148 10.9213402 8.2021650 3.7791546 10.2715209 2.7318349 5.6193690 5.9848263 9.0258533 9.6490540 3.8693483 9.5914835 NA 10.0501620 11.2722961 9.6063142 12.3693153 10.8545868 10.8788804 10.6578445 11.2223618 7.2470189 7.8389751 10.0841093 10.2354059 3.5253924 0.4099068 NA 9.3814605 12.1469207 7.3910090 -1.1749471 8.1978197 7.6483216 11.0362345 TCGA-KV-A74V 40 0 NA 347 kidney stage i t1a n0 m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.0643310 6.4288861 10.3311005 0.3273425 11.5089148 11.3490224 6.7310705 3.8716663 7.8111640 12.4744473 11.4236243 9.8232034 8.2201442 15.4538243 9.4297616 7.9591320 11.3887196 4.0643138 8.6907530 7.9783999 12.6576117 2.8298496 12.7141090 4.6095422 8.6432223 10.1930816 7.1217645 8.8404179 1.7423943 9.8567789 8.1453978 12.7174277 6.5497416 14.3639934 3.1346974 9.4778657 5.5752760 10.8905447 NA 4.5237438 15.0864390 12.8965711 7.8587301 5.6965809 7.7895095 11.8787362 8.4306361 10.3287566 7.9663878 7.5432855 9.2130447 9.0254743 -0.2575626 9.1443319 7.0866819 10.2747418 10.7891688 8.7139295 8.6627389 11.9621171 9.2796043 12.4869044 0.3273425 3.2018220 11.8430482 10.4276340 9.4041640 10.0811223 NA 2.4428374 1.3273425 14.2585168 11.3756082 10.0699385 16.5043201 6.5689350 11.0424523 12.2191321 2.9903196 7.9950514 4.8298496 10.5412627 10.6801275 11.1121032 9.4315103 8.4023820 7.7225255 10.7370928 3.6492820 1.3273425 -1.2577350 10.0370066 4.0643138 -1.2577350 9.3744722 12.1007624 9.8946708 10.2829983 8.7466064 0.3273425 9.4488820 8.3699197 10.5323841 11.9452749 5.3862419 8.0597987 4.7196654 4.4428241 11.9957902 6.8084752 9.7110526 11.3202867 8.0710606 10.1108924 13.1912765 8.8959378 9.2786330 8.1728385 7.3607716 NA 6.7867806 10.2639863 NA 11.0985600 8.9494001 11.4622025 8.8178650 10.4488819 11.5978384 10.2747418 2.5497431 10.0347075 9.3976930 2.8298496 7.1977131 -0.2575626 5.8819362 5.4288861 12.9166094 11.5790280 8.8311742 9.3074880 11.6782875 8.4804780 2.7423943 11.2115621 9.9991843 6.4905782 10.6368247 0.7423512 6.7867806 4.0277910 6.6492763 10.0993879 3.7867845 10.3699198 1.5497185 6.6612494 5.2075454 0.3273425 -1.2577350 11.4758250 10.7651004 11.3909681 10.0993879 12.2751071 11.2887981 6.7702912 6.8662490 8.4838529 10.0626223 9.0877911 10.4423920 8.7494133 NA -1.2577350 10.1759713 9.3422987 7.7976680 6.1174249 7.7619767 9.8509103 9.1010370 7.2670844 10.4054992 0.3273425 0.3273425 1.3273425 4.6492763 13.0740033 5.8509094 8.3235862 10.0682535 NA 9.1389905 9.2955543 11.7151862 7.4804784 11.2138070 11.0535665 10.2561135 9.3543329 8.8587298 11.1037814 10.1384555 9.6537779 10.8803376 7.0415934 9.5147004 3.2018220 7.5941350 4.1347056 6.4030956 12.3861294 -0.0260690 0.7129700 0.7542700 -0.0064064 0.7636400 -0.0012870 -0.0064064 1.4590000 0.2036100 -0.0260690 -0.0260690 -0.0260690 0.7129700 0.7129700 0.7542700 0.7542700 0.7542700 0.7542700 0.0077385 -0.0064064 -0.0104100 -0.0012870 0.0012083 0.0012083 -0.0064064 -0.0077878 0.0077385 -0.0066827 0.7621100 -0.0360320 0.2019300 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 9.6943990 6.9322100 7.2620225 8.2434268 2.1592417 9.9554901 9.6372036 7.0473072 9.4668997 11.8401497 10.5485327 4.3570945 5.0461680 10.6030849 -0.2575626 8.1239289 10.8645667 4.7196654 NA 8.0688154 2.2018220 NA 8.1065205 7.6701641 10.8183296 9.8825766 11.9542514 7.5497408 -0.2575626 NA 1.9123050 10.5355827 6.8404179 8.4583480 -1.2577350 5.7081707 8.4720068 9.3781041 10.5270207 9.6775509 8.2776612 9.7605861 10.1223057 2.0643310 10.6586386 10.3589348 7.9591320 5.3273496 8.4323836 6.3570963 13.6715056 11.6634829 9.1239289 13.6542927 12.3683230 7.1389905 7.1087084 9.6612492 7.9148132 10.7124917 4.1347056 14.1707133 4.5497431 10.9000486 1.9123050 -1.2577350 10.8228703 6.2737676 12.4529771 8.8271944 12.4869044 8.7591941 7.9831772 8.0370066 10.4604906 6.5689350 13.3072499 11.1121032 10.7993622 12.7382413 9.6142911 0.3273425 11.6487128 10.1157949 10.4023817 6.8084752 7.8057813 10.0398753 12.5222078 7.7758091 11.1837739 6.3046279 6.4077215 8.8098202 11.5357860 12.4426088 9.9778018 2.0643310 -1.2577350 10.3108170 11.8833754 10.3481802 7.8665074 9.8984690 11.2568534 11.5625648 9.8825766 9.1108922 11.2774182 5.7081707 8.5138752 2.2018220 9.4077217 7.0507248 8.3441565 4.2969713 7.7785595 12.8702972 10.6088921 10.7884867 9.3653529 2.6492706 14.7073359 6.7663063 5.9807908 7.4959701 11.7067267 6.7480103 3.9518395 8.1174254 9.3112919 9.4427822 11.8374532 5.6003679 9.6296065 7.2737676 -0.2575626 11.4114924 11.5483312 10.1733611 1.3273425 10.3880443 8.5894433 0.7423512 10.9368350 1.9123050 7.2969749 6.7310705 8.7466064 8.7566157 2.2018220 9.7132107 1.3273425 10.2639863 11.5370048 9.4488820 12.9166094 11.6532159 12.0358575 10.6368247 11.4884803 7.3198148 8.6158301 10.2566068 9.8864067 0.7423512 4.6965837 -1.2577350 8.6112085 11.5420196 8.2422319 -0.2575626 9.1389905 8.1260901 11.3082020 TCGA-MH-A55W 50 0 NA 1043 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA 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8.7695850 10.8366991 8.6251949 7.5471922 15.4304603 9.1533714 8.4816041 10.4816042 4.1928412 9.0931608 7.7778057 9.7078259 1.3183458 13.4747730 4.3772695 8.1996306 8.5567785 5.7334113 8.0553394 0.7334411 9.4459383 8.8831586 14.3252258 7.5471922 13.7497286 1.7333977 8.8683253 8.9306279 11.2182342 NA 7.6641486 12.8769540 12.6459265 8.7078260 5.4613321 7.5726153 9.7873373 8.8626944 10.9501572 8.3627679 7.2332573 9.2880002 9.7846203 NA 10.6515292 7.9574132 9.8932827 9.6611893 9.5726152 8.8128961 11.7828413 9.4493734 13.7413146 1.3183458 -0.2665589 10.6463007 9.3645884 9.1533714 10.4596295 NA 2.3183747 NA 12.7649402 12.9086490 9.7164049 11.3786194 9.1680395 9.4234093 10.5796852 3.1928412 8.5471926 6.0001984 11.2357459 11.9513690 11.4519442 9.8831584 9.2252643 6.5278273 10.7571657 1.3183458 1.3183458 6.8729629 8.9330837 6.3481209 NA 9.3736563 12.5314781 10.7682103 11.1433326 8.6700493 -0.2665589 9.0188136 7.4476569 10.0506092 6.9330839 2.7334194 8.9404258 4.1928412 4.0502840 10.1575776 8.2332573 12.2114225 12.2399669 8.1680398 8.6282290 11.9640323 8.8601158 10.1257287 8.4303790 8.9501572 NA 8.1127898 10.8445470 -0.2380340 8.8014371 10.0575919 10.4949626 9.3370376 10.4467979 11.3098957 10.2841582 -0.2665589 10.0440241 9.2145246 3.9033372 7.7220957 -0.2665589 9.0072070 6.2569729 11.5941104 11.5298566 9.0025380 9.9872588 11.2272668 9.3127273 2.7334194 11.0535293 8.8366993 9.3554632 10.5253882 4.0553432 5.8831589 5.0188122 0.7334411 7.7995005 3.0553345 10.7192533 0.7334411 7.0188133 5.1394040 NA NA 11.7085428 10.4502308 11.4282045 10.7880157 11.1690816 7.6522742 9.2210706 7.0894674 7.1342908 10.3907298 9.7873373 10.9058388 7.3844626 -0.2665589 NA 10.0931608 8.6251949 8.6991956 4.5407650 12.6843317 9.6919640 10.7027979 5.2651030 9.6342782 1.3183458 1.3183458 1.3183458 NA 14.5472426 7.5663014 8.7859794 11.4433567 -0.2665589 9.0211238 9.0230382 12.5401623 6.6160548 10.7432399 9.7750705 9.0164997 8.9330837 8.8261684 11.4740354 10.5196810 9.7178298 10.1051880 6.8729629 10.0013684 3.3183747 9.2091448 3.8208733 6.7334113 11.2817516 -0.00013862 0.60593000 0.69428000 0.00000000 1.36480000 -0.00429290 -0.01147300 0.61577000 0.19376000 -0.00013862 -0.00013862 0.00680440 0.60593000 0.60593000 0.00051622 0.00332990 0.00332990 0.00332990 0.01153900 0.00000000 -0.02384000 -0.00429290 -0.00429290 -0.00429290 -0.01147300 -0.00976010 -0.01039900 -0.01780300 0.55521000 -0.01711600 0.17445000 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.595 0.595 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.624 0.000 0.000 0.606 0.606 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.365 1.365 0.000 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.595 0.595 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.624 0.000 0.000 0.606 0.606 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.365 1.365 0.000 0.000 0.000 0.000 0.194 0.194 10.2111696 6.5913922 7.8208740 7.6102963 NA 9.6744589 11.5631341 7.2426320 9.9789641 11.1582285 10.3108402 7.6099285 5.6160548 9.7599348 1.7333977 7.7613172 11.5326929 4.1928412 -0.2665589 7.5599598 4.3772695 -0.2665589 8.4916347 8.0553394 10.8802282 10.6715206 10.5564521 7.0001984 -0.2665589 NA NA 9.8008457 7.0643278 9.2706296 NA 6.6403013 8.6342782 9.7723302 9.2471390 9.6492907 8.5757616 9.2071171 10.4536555 4.0553432 10.4536555 9.7049549 7.1084513 4.9428663 9.3089506 6.5913922 13.6186310 10.3627679 9.6006901 13.0219891 12.3402792 6.0909635 8.5114886 9.8432419 8.0643284 10.4731919 5.8419354 13.1820439 6.0732611 9.9404256 -0.2665589 NA 9.9537896 7.9083368 11.9589200 9.5032491 13.7413146 9.1866820 9.1106219 10.4849554 8.1470390 9.1680395 12.0228539 11.4519442 11.4502308 11.3499602 10.2803058 2.3183747 11.2147062 10.5583701 10.9361473 8.2332573 7.8983184 9.8380101 13.1970634 10.0665667 11.3595766 5.7994992 6.8523522 9.3916227 11.3481212 12.5355237 9.6114622 2.5407712 0.7334411 11.5789014 12.1557390 10.9151723 7.0553399 10.7242244 11.6604485 12.1735018 10.6715206 10.1171157 10.9759900 7.3108400 9.5196809 4.4882965 8.7886939 4.5407650 9.4303790 7.2725701 7.6282290 11.7484604 9.1969357 10.6788552 9.5164096 2.3183747 14.6121328 7.0523605 6.6641486 7.5350226 10.7682103 7.7164052 8.5851605 9.0508238 9.3826675 8.9158056 10.9670310 5.7778063 10.6619297 7.5343114 1.3183458 10.3108402 10.8691206 10.0394731 1.3183458 11.0240062 9.1214286 2.3183747 9.9404256 -0.2665589 8.6403021 6.7778050 8.6700493 9.4206645 2.9033276 8.9355352 -0.2665589 10.8445470 10.9330837 10.8863299 11.5941104 10.5567786 11.2691727 10.5253882 10.6175819 6.5147709 9.1149544 10.0083718 10.3772675 NA -0.2665589 NA 9.5114884 11.3049128 8.9765853 NA 9.0211238 8.4303790 11.1999977 TCGA-MH-A55Z 65 0 NA 845 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 1 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 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7.97643e-07 10.3896103896104 29.8701298701299 15.5844155844156 22.0779220779221 22.0779220779221 8.8301625 9.8378980 10.2859854 7.7757143 9.0897452 7.7757143 NA 8.2839232 8.2426120 0.7060221 2.8148375 5.6446408 6.2606298 5.9539683 7.4156995 10.0760018 11.3405496 4.2503629 12.8847059 9.6785422 12.5770478 13.9404179 11.2991208 10.7154032 8.7022790 5.5968129 4.8215163 8.9649995 5.7935032 2.4429966 3.4430098 9.4720178 10.9837159 10.4401861 4.3305297 2.5805073 9.0694457 9.4497535 9.7394640 8.2631856 5.0983564 10.7069799 8.8421778 10.8374693 2.4429966 10.6999229 NA 10.0181676 9.5431432 8.7022790 8.2243664 1.7060221 10.6436601 10.2542207 10.0518158 7.1434465 1.4430231 11.0300490 NA 9.2230542 7.8421775 3.4430098 10.3164507 8.8058270 8.0606576 9.2884968 5.3109036 6.5557073 9.8206510 2.1210817 10.9983627 10.7481564 0.7060221 4.5805073 8.0518158 10.7864145 9.6573258 9.3690060 7.2348203 15.6889900 9.1654726 7.6947256 10.5015396 4.2085407 9.2125139 8.7003943 12.5821742 0.7060221 12.5776896 5.4114669 9.0180919 10.0846972 6.4339609 8.5389311 4.8759668 9.9515938 9.3256497 10.9895153 6.6833203 13.9812872 4.2503629 8.5915949 7.2708260 11.1354478 NA 7.0339680 13.9097459 13.1101182 9.4214310 3.9790559 7.7357882 11.5606497 9.2960042 10.4703597 6.9154946 7.1763607 8.4430065 9.7658360 NA 10.2131750 8.2784253 10.2978750 10.3960390 9.6308536 8.8128220 11.6847825 9.3713770 13.9564381 1.4430231 0.1210154 10.9288359 9.3474907 9.7837469 9.7881901 NA 1.4430231 1.9284272 13.5211574 11.8709480 10.4977466 12.4988313 3.9790559 10.9408585 10.9755573 2.2910141 8.6718252 4.7935058 10.2840992 11.6372710 11.1486390 9.7649348 8.9428526 6.3207500 10.6293686 2.8215266 0.1210154 4.6129304 9.5557067 4.1654698 NA 9.5240905 11.7538466 10.1118916 12.0536624 8.8093289 1.2420842 9.6397318 7.8692712 10.8412586 12.0050582 1.1210817 9.5187531 8.9476270 4.2085407 10.8023169 6.5805103 10.8340353 12.1702464 8.8709478 9.8545346 12.9937534 8.5743491 9.3855212 8.9697014 8.1267029 NA 6.9024378 9.8817984 1.4430231 9.4990915 9.2125139 10.4024291 9.0113427 10.3594833 11.0965683 10.6505091 2.1210817 10.7558896 9.6591703 3.5805073 8.5494385 -0.8788519 8.3546981 3.2085485 12.0632264 11.5093649 9.4064808 9.8817984 11.4612068 9.1790703 -0.8788519 11.2540826 9.2503614 8.2322142 10.1434464 -0.8788519 7.0694455 6.0399411 3.7649300 7.0399422 3.2085485 9.9219784 2.5805073 7.0694455 5.6767413 NA NA 11.5069409 11.0098218 11.9806133 10.7970355 11.7556627 7.5598703 5.9154946 6.9864405 7.8692712 9.9364619 9.5784593 9.6249042 6.0158967 NA NA 10.0940583 9.3498971 8.3034730 4.9790604 9.5187531 9.8809668 10.7344076 8.1116078 10.1413641 1.1210817 1.7060221 NA 0.7060221 14.0245838 4.5133960 8.4961180 10.2542207 NA 7.8145652 8.8301625 11.7588355 7.2708260 11.1834620 10.2328663 9.2580697 9.5058624 9.0969265 11.2442300 9.9720467 9.1154320 9.9968279 7.2960040 9.3182951 3.0279679 9.1489844 3.7060442 8.1406693 12.5481294 -0.00318590 0.01112100 -0.00371200 -0.00110870 1.71100000 0.00388540 -0.00290910 0.83510000 0.12697000 -0.00318590 -0.00318590 -0.00318590 0.01112100 0.01112100 0.00332990 0.00332990 0.00332990 0.00332990 -0.00041585 -0.00110870 -0.00622860 0.00388540 0.00527490 0.00527490 -0.00290910 -0.00152430 0.00319100 0.00000000 0.00221930 -0.04888300 0.09957900 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 10.2897507 6.4339609 7.3972031 7.5495644 NA 9.8523975 10.3009876 6.6683589 9.3925415 11.5721402 9.5389309 7.1763607 5.6129304 10.5753779 1.7060221 7.8826296 10.8713668 8.9476270 NA 7.8249823 5.3305333 0.7060221 7.8318848 8.3855212 11.2282858 10.0760018 11.4351859 6.5886847 -0.8788519 -0.8788519 2.9284272 10.7895204 7.1545012 8.4609285 0.1210154 6.6602370 8.6407149 9.5794851 9.9106122 10.0577164 8.3402471 8.6621752 9.6278820 0.1210154 9.9720467 8.9743882 7.2859857 5.6602384 8.3855212 5.9284343 12.4469461 11.7307190 8.8659123 13.7187819 12.2013964 5.2085407 7.4786305 9.6308536 5.8353228 10.6154341 3.5805073 13.5841558 4.3305297 9.2191107 -0.8788519 NA 9.9388617 6.0752738 12.3950198 9.5691949 13.9564381 8.0810802 7.2555045 11.8938055 8.3084305 3.9790559 12.3840542 11.1486390 11.4446963 11.9322525 9.6524600 0.7060221 10.9712653 8.9806134 10.1565650 6.5805103 7.4156995 10.1434464 12.5846029 8.0006620 10.8058271 6.0868623 7.3158352 8.5640222 10.8301623 11.9118343 9.1111824 NA -0.8788519 8.8058270 12.1832933 10.5877821 7.5886839 10.2052225 11.7412984 11.8521854 10.0760018 9.6785422 11.2991208 5.5304703 8.8232513 3.0279679 9.5957985 5.3878657 8.6852282 2.4429966 7.9219784 11.3207386 8.5240907 10.6587823 9.6465994 2.1210817 15.0309950 6.7111411 6.2296033 7.2431302 11.1430995 7.4742251 4.1654698 6.6756678 9.1323059 8.7917346 12.3893281 4.8215163 9.4122493 7.6367783 NA 10.6104247 11.4024290 10.2561465 NA 11.2881830 8.1406693 3.1210817 9.9040767 1.1210817 5.5473419 7.0219449 8.8093289 9.9380942 2.4429966 9.5988367 NA 9.8817984 10.5922457 10.0897453 12.0632264 10.7536194 10.7293334 10.1434464 11.2897506 6.4248600 8.3855212 9.9539685 10.7558896 -0.8788519 NA NA 8.0781807 11.8532735 7.9252096 0.7060221 7.8145652 8.2580694 10.2567878 TCGA-MH-A560 62 0 NA 924 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8959020 10.2629804 9.7621671 12.7855961 11.8739649 12.1668168 9.5225095 10.4165581 8.1772047 6.0120479 9.9103434 9.5826561 -0.6461122 1.6757708 NA 7.6299620 11.7902886 8.1053816 -0.6461122 8.0156152 8.7157812 10.3411014 TCGA-MH-A561 66 0 NA 841 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.3198795 9.9771843 2.3249258 11.0781536 9.3955050 10.1927304 7.9322673 7.8947923 10.2452897 12.9260112 9.0898085 11.3417451 4.7399723 6.0160996 9.0391823 11.1787662 11.9479038 7.9855272 NA -1.2601519 8.5131137 12.6998857 10.7100586 7.7816338 10.7028703 11.7716755 12.0107077 10.3408165 9.5319512 11.0947747 5.3398856 8.7413824 3.1322972 9.1344371 5.6824890 8.9603527 8.6378200 9.0032435 12.2263066 8.9285631 10.9061374 9.3601942 2.6468539 15.1668942 5.1238524 6.5854644 7.4025363 10.7028703 7.7678805 3.3249402 8.8985842 9.6956243 9.5783904 12.1301433 7.4334611 10.0875957 6.8795257 3.0618971 9.6707117 11.2184912 10.0590819 -1.2601519 11.1152853 9.2645160 2.0619144 10.2467778 1.5473511 8.0528571 7.0664035 8.9384193 9.6576000 7.1193531 9.0864882 -0.2599791 10.3003071 10.6344132 9.9217478 12.4026427 10.6241449 11.1057500 10.0792677 11.1636155 7.6999763 8.2096161 10.4066422 10.9186392 NA 1.7399777 NA 8.7966120 11.0109121 8.7014240 -1.2601519 8.8808040 8.3361642 11.2539486 TCGA-MH-A562 57 0 NA 616 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 4 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6892789 8.7102182 8.7652818 9.4007093 5.0263132 8.2742416 9.8105851 -0.7285743 10.3462369 11.0690879 NA 7.6808173 7.1662444 8.8125229 9.1184838 10.2400932 7.1601699 15.8754294 9.3171860 7.4612511 9.8554494 4.1294067 8.9509064 8.5591388 12.0749521 3.5193532 11.4572310 4.8820071 8.9544738 9.8592040 6.1662434 9.4893842 NA 10.4747744 8.1479431 10.3205942 6.1662434 14.5053179 2.4413507 8.5565279 7.7471598 11.3354955 0.2714257 5.9007823 14.4458060 12.5390909 8.9206824 6.2937935 6.9787860 10.6311760 9.5062439 10.3327975 6.3482413 7.2080646 8.3348217 9.3942543 -0.7285743 9.5989791 8.4413515 10.2944876 10.3838659 9.5740654 8.3375158 11.5461103 9.2601111 13.7953558 2.4413507 2.0787806 10.9774907 8.6464658 10.4924092 9.5660472 NA NA 1.5933538 14.0537080 10.2551326 10.8530977 12.0369197 1.5933538 11.6656211 11.8561541 7.7712722 8.4084176 4.4808790 9.7164412 11.7585127 10.3714250 9.4237111 8.8336687 7.9332044 11.3750420 0.8563882 -0.7285743 4.5568279 9.9053298 3.2714257 NA 8.7969471 11.1992044 9.5556722 10.8704093 8.3267090 NA 9.1540695 8.4710988 10.8930067 9.2812550 3.7308573 9.3707741 6.4710980 3.9718654 10.6813476 5.7308573 10.0787813 12.9949807 7.8450735 10.5757778 13.5075154 8.3955478 9.1632101 8.6068168 8.0196191 NA 6.7871268 9.5521972 -0.7285743 9.6910600 9.0229706 10.1394773 8.9649132 10.0971802 12.1494773 10.7627785 3.4413507 10.5939180 9.9333738 4.4413507 9.6245732 NA 7.7752521 -0.7285743 12.4743154 11.3936073 8.9260623 9.8144583 11.5978559 8.5358691 0.2714257 11.7308606 9.7164412 8.2110054 9.7481726 2.0787806 6.6551314 5.0787806 2.5933538 6.2139402 2.9718654 9.7102182 2.5933538 8.5774881 5.6464651 NA NA 11.5913807 11.3106882 11.6802868 10.3720888 12.2823041 6.2714257 4.8464382 5.3349293 6.8412825 9.7512066 9.0527862 9.6045818 7.6508048 NA NA 9.9509065 9.5591388 7.8713391 5.9152819 9.5763481 9.0836038 10.1200494 8.2894596 10.0379553 0.2714257 0.2714257 2.0787806 0.8563882 13.5452220 4.6976904 7.6765678 9.5809028 0.2714257 6.9152831 8.9098622 11.3188912 5.7949876 11.0920043 11.1011491 9.0044418 9.8076735 9.3388607 11.1533051 9.8298472 9.3117161 10.2572683 7.9224780 9.2415323 3.3588885 8.0196191 3.2714257 7.7102182 13.3241642 -0.0105080 0.0101460 0.0055529 -0.0102930 1.6599000 -0.0029091 -0.0149060 0.7708000 0.1350500 -0.0105080 -0.0105080 -0.0105080 0.0101460 0.0101460 -0.0019291 -0.0019291 -0.0019291 -0.0019291 0.0102850 0.0016642 0.0000000 -0.0029091 -0.0070576 -0.0070576 -0.0111980 -0.0121620 0.0052313 -0.0062286 -0.0272610 -0.0669220 0.0797350 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 9.9727329 7.2544202 7.5797655 8.1417909 0.8563882 10.4790509 7.6808173 6.9950537 9.4930136 11.9835041 9.9429675 8.2657801 5.6637431 11.4863526 1.2714257 7.4160848 10.2043793 6.4710980 0.8563882 7.5706345 5.4808790 -0.7285743 8.2080641 7.8336687 10.2993324 9.4723251 12.1702564 6.7712729 2.4413507 NA 3.8563882 11.0196192 6.9438522 8.0593288 -0.7285743 8.3955478 8.6871681 9.2770509 10.8985043 9.1433317 8.0462133 9.2154063 9.0196194 -0.7285743 9.8469657 8.7949883 7.7632794 5.7792203 7.8824511 4.6289777 12.3385246 12.1702167 8.7205750 13.2539744 11.5542253 5.2714257 8.7267536 9.8731972 8.6201546 10.4556819 5.1783163 13.5951145 5.7949876 9.9411973 NA NA 9.3903674 6.6023426 11.8502708 8.7612743 13.7953558 7.2937944 6.6637445 11.3884201 8.2227109 1.5933538 11.9420827 10.3714250 10.6701701 12.0597369 9.5358691 3.1783163 11.5908163 9.6839962 9.7920450 5.7308573 7.2937944 10.5475508 12.0767672 8.2515662 10.5950442 6.4312970 8.3851687 8.0396105 10.4649518 11.0947936 8.8824511 NA -0.7285743 7.9891027 12.3234849 10.0407436 6.8260158 9.8925625 11.9233750 11.0832025 9.4723251 8.7792210 11.2461995 6.0396100 8.8971351 2.5933538 10.0171007 3.7949876 8.8125229 6.4513348 7.5288143 10.5282247 8.9206824 10.5423056 9.0787814 2.9718654 14.3839066 8.4050568 6.7226382 6.5288135 11.0196192 7.7910626 7.0852079 3.7949876 9.0462136 8.5382130 12.5630288 5.9579262 10.3509112 7.0462138 NA 10.2154063 12.2499581 10.4911999 -0.7285743 10.4116171 7.5002452 2.7308573 9.7205750 2.5933538 3.9152819 7.4563018 8.3267090 10.2995327 3.7308573 9.0658424 1.2714257 9.5521972 10.4019970 9.4388444 12.4743154 10.6535100 10.2205236 9.7481726 11.4528893 7.3799510 8.0723261 10.5411375 10.4802704 NA 0.2714257 0.8563882 8.1601694 12.7097192 7.1540697 NA 6.9152831 8.0027453 10.2314283 TCGA-MH-A854 62 0 NA 536 kidney stage i t1b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 10 1992 black or african american not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.70505e-06 6.589225e-07 9.09090909090909 23.2323232323232 23.2323232323232 25.2525252525253 19.1919191919192 6.9956100 9.6173130 7.8127459 7.6693819 9.9252206 7.6476865 0.6033118 8.1531928 8.8127459 -0.3966882 2.0415934 5.7325758 5.9783329 6.0126826 6.6907551 9.4218746 12.4383560 2.4106396 11.5325509 9.2827727 12.4114523 13.7272029 11.2032053 10.4651549 7.3581800 5.9636568 5.3037333 12.1959831 6.3846525 6.1578805 4.7732157 9.9531265 10.3911950 10.2262594 2.7732157 1.9252019 8.5976459 9.0688589 8.8535909 8.5428717 5.3581817 10.5862861 9.0126835 11.6214927 6.9431431 11.1660119 4.8512193 11.4246679 9.3797256 7.4674784 8.7832016 -0.3966882 8.5805725 10.2390106 10.4154698 6.0951459 4.3581782 10.1819482 0.6033118 9.8642120 7.8224612 6.6256606 10.7593756 9.1443891 8.0749678 10.1081115 3.7732157 6.5458062 10.5769898 5.1268531 11.1535583 11.7361135 2.4106396 8.0991474 7.1110866 14.2674620 8.6907554 10.5399305 8.8630359 16.4063262 9.6394661 8.0545034 9.7581106 4.4612732 8.4009541 6.7732170 11.0850919 3.6032881 12.4481944 2.9266637 9.2991819 8.5191719 6.6585743 10.0451991 2.6032881 10.0451991 8.5516598 10.9224001 6.0126826 15.5172040 3.5101771 8.7868286 9.4472134 10.9070733 NA 5.6256592 12.7500202 12.3795199 8.7931172 3.9956111 7.6854412 9.3944554 9.6089170 11.0493419 7.5574890 6.5690763 8.3140988 8.2757176 4.9608453 9.7325755 9.3123763 9.9663321 10.3226813 9.5748361 8.9977550 12.1199060 9.9263473 13.0174492 2.7732157 1.1882743 10.3615157 9.2827727 10.0596469 9.8805799 1.1882743 3.9252209 3.3037369 14.4415116 13.1535583 10.8840633 8.8464664 1.9252019 11.0163914 11.9439771 2.6032881 7.4424965 5.5101834 9.7769695 11.4110499 10.6551811 9.5266199 8.2792493 6.6367160 12.1966836 2.6032881 2.4106396 4.1882585 9.6545014 10.1150451 0.6033118 8.3813695 11.8709570 9.6214926 11.7977416 8.0253572 -0.3966882 9.2106229 8.3977084 9.1978037 7.1031388 4.8512193 10.6221881 6.9869968 3.9956111 10.8434875 6.4736571 11.3123763 12.2688505 8.5516598 10.4410939 13.9466170 9.0358345 8.4170736 9.0606732 9.1463243 1.6033118 7.7013245 9.9869968 3.8901743 10.4140086 9.0688589 11.0739513 10.3789028 9.7325755 11.9302837 11.2326491 4.3581782 10.1873154 9.8465855 5.4106464 10.0708980 NA 7.6693819 3.3037369 13.2558014 11.2730633 9.0911325 10.4851712 11.4507414 7.1424512 2.7732157 11.6445307 9.9934614 8.4736571 9.7782181 1.6033118 4.8127446 5.2180023 1.9252019 7.3648438 1.6033118 10.4736572 2.6032881 9.4250665 5.4625170 0.6033118 NA 12.2034377 11.1849638 12.0269337 10.7986647 12.5485534 7.0790260 5.2471490 6.1621718 10.2534466 9.9783319 8.8559579 11.1645804 1.6033118 0.6033118 NA 10.3201120 10.2792495 7.0379203 -0.3966882 10.1540392 10.8157888 10.2871644 8.3977084 9.8944631 -0.3966882 -0.3966882 3.9252209 3.0627262 14.0269993 5.4106464 8.2435372 10.6585749 -0.3966882 8.2143172 9.1788316 10.6263537 5.8321102 9.7980494 11.2512005 9.1863753 8.9608444 9.9263473 11.9761575 9.6032925 7.8886945 11.0815565 7.9564395 9.8029648 3.6032881 9.0729343 2.1664584 8.2972322 12.2039023 -0.0033243 0.0107030 0.0115390 -0.0279450 0.0040243 -0.0058140 -0.0094046 -0.0317680 0.0119230 -0.0551320 -0.0033243 -0.0033243 0.0107030 0.0107030 -0.0093195 -0.0093195 0.0115390 0.0115390 0.0093437 0.0076392 0.0051819 -0.0058140 -0.0157410 -0.0157410 -0.0173910 -0.0136770 0.0012481 -0.8706400 0.7633100 -0.0412950 0.0457080 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9002087 7.1578815 6.8979132 8.4743967 NA 10.2659609 10.9053602 7.8460382 9.4154697 12.1252315 10.9788750 4.7732157 5.6256592 11.1530772 NA 6.4612732 9.2792496 6.9869968 -0.3966882 8.0253572 4.1882585 -0.3966882 7.8224612 7.4798094 10.5266199 9.4218746 12.5989236 5.2180023 0.6033118 1.6033118 3.6907523 11.0405244 7.4041921 8.2326492 NA 6.2032051 8.7807120 9.6201008 10.3911950 10.2889173 8.0462362 9.5919772 9.2932905 1.9252019 9.9837535 8.6693815 7.1268542 5.0627262 8.5101830 7.2471490 12.6879348 12.5951686 8.7881679 13.2235123 11.8683214 6.0462357 10.1219457 9.9859165 7.9386828 10.0534728 5.4361818 13.7392422 8.1346738 9.6639884 2.6032881 -0.3966882 8.9869968 7.2686281 12.8813063 9.1071182 13.0174492 7.8224612 6.5574882 12.4728863 9.8817420 1.9252019 13.9777886 10.6551811 11.1472909 12.4118545 9.5191719 1.1882743 10.9448113 9.4705712 10.0780124 6.4736571 7.4920358 10.4674786 11.8788350 6.1110877 10.4581608 5.0951438 8.0545034 7.3447593 11.6228832 11.5052906 7.0211454 -0.3966882 NA 8.1463243 13.0539882 10.2895566 6.8979132 10.1443891 11.0820621 11.2022754 9.4218746 9.2827727 11.2032053 4.9956111 10.4122566 3.9252209 10.3523239 3.3037369 8.0627240 6.9431431 7.7065803 11.4889889 9.0647719 10.8041911 7.8512200 3.4106532 14.8289518 8.7618012 7.4859355 6.9431431 11.4647671 6.2757185 5.4361818 6.0295567 8.7732174 7.5805721 12.6772666 3.7732157 9.4767367 7.4424965 2.1882427 8.7013245 11.7596916 9.9420288 2.4106396 10.2290013 8.3681642 1.9252019 9.5056677 4.1268573 6.3977089 7.1882545 8.0253572 10.0213665 3.7732157 8.9869968 3.4106532 9.9869968 10.6241405 9.1957494 13.2558014 11.3158195 10.6794400 9.7782181 11.3213972 7.8747558 6.4736571 10.4082302 10.1366222 1.6033118 2.6032881 -0.3966882 8.2143172 12.1718139 6.9252209 -0.3966882 8.2143172 8.4487825 9.8248795 TCGA-MH-A855 52 0 NA 369 kidney stage ii t2b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5384615384615 19.2307692307692 23.0769230769231 26.9230769230769 19.2307692307692 8.7904133 9.8482979 10.2135571 9.3272439 8.7890853 7.7014562 5.0618280 9.7047560 8.9076250 NA 2.3619087 4.8128011 5.6111665 6.0705997 6.3189874 10.2727082 11.3707229 8.0485730 11.7879225 9.6231402 11.7624379 13.8285906 10.9408892 10.8435085 8.3819967 4.7042744 7.1430689 12.3986349 4.5371656 0.7042523 4.7042744 9.7245625 10.1456650 10.1976321 4.1637080 0.7042523 8.3642730 9.7824277 10.6058981 8.4219533 4.5371656 7.9402913 9.1647330 10.9675462 8.9510177 10.8199709 6.0351928 10.2783974 10.0357538 8.2199768 6.7917399 3.7486759 10.9417857 10.3656098 9.6194093 7.3767019 NA 11.2692671 0.7042523 9.6817859 8.2854776 -0.2956592 10.5375624 9.6028783 8.9390943 9.9614998 0.7042523 7.5807937 10.5120343 4.0262069 11.3841968 10.5571966 7.4150834 4.8335581 8.7042768 9.8785785 9.5108267 8.9850478 7.6700613 16.0011663 9.8829418 7.9663716 10.8816965 4.3481333 9.4124987 7.7649731 10.7950510 5.7042772 12.9827990 1.9777928 8.3692575 10.3964565 6.8489346 9.2229301 3.7917412 9.9426818 8.9557594 11.7634524 6.9185961 15.0959405 5.2120712 9.4361135 10.8228937 12.3619304 NA 8.2703308 13.8698514 12.8508456 8.6584732 3.8335581 7.5308253 8.7663232 8.3499354 11.4319848 9.3244967 7.8941017 8.6201564 9.3041898 0.7042523 9.5653639 9.0563204 10.2540617 10.1601179 9.0137534 9.0890609 11.7702955 9.8406274 12.1289682 2.7042744 3.4047124 10.3106822 10.0385782 9.5815610 10.5288380 -0.2956592 2.2892443 1.2892443 13.9168494 10.6743829 9.9716489 12.7974469 8.2684264 10.2419808 11.0202756 3.4047124 8.0284575 6.3837579 10.2741326 10.9267700 11.9268983 9.9354982 8.0126162 9.3143791 10.6368609 5.7595607 2.7042744 6.0793162 8.9593056 5.4321978 1.0262335 8.1094185 12.1454056 10.0836554 10.1003466 9.0987396 1.8742068 9.3925274 7.9850478 9.7112903 11.7614226 5.7377003 10.4958469 5.8335606 7.8916288 10.9557594 8.0684118 10.8987261 11.3580178 9.1779828 9.5707832 12.9821455 9.4029815 9.1534256 8.4304952 11.8460648 -0.2956592 7.6957990 10.3598078 5.0042182 9.6593966 10.0496822 11.1334221 9.7445666 10.3194468 12.3388612 10.6804830 4.0965908 9.9522045 8.7624445 4.8540256 7.3299855 NA 8.6066521 6.1051563 12.9067835 11.0298635 9.2540616 10.8345257 11.1197547 9.5945413 -1.2958363 11.0351546 9.3660551 7.9988978 10.5661393 2.1637241 6.0530049 5.8438281 -0.2956592 8.4954397 2.2452827 10.7383881 6.6929614 8.2569460 5.5617599 NA -1.2958363 11.9030289 11.3231213 10.9634317 10.8713815 11.6032562 8.3004665 8.5148486 6.4095640 7.7182972 10.4338977 9.8571955 10.6156690 NA NA -1.2958363 10.1779827 9.2854776 7.9942957 -0.2956592 11.2717578 13.6144512 9.9751563 6.7147772 9.8996492 NA -0.2956592 -0.2956592 NA 13.5044691 6.7541259 9.2170174 11.2530989 NA 9.1347295 9.1662065 10.9173812 6.0441274 10.8495723 10.5975785 9.6482569 9.1544571 9.2337076 11.2427084 10.5076009 10.0131847 10.7947202 7.8232182 9.3390879 3.1637080 10.3472312 5.0080566 6.4548158 10.7106030 0.00000000 0.01251600 0.00917050 -0.00041585 -0.00456950 0.00101030 -0.00498440 0.01807900 -0.00263220 0.00152550 0.00000000 0.00000000 0.01251600 -0.72093000 0.00153180 0.00917050 0.00917050 0.00917050 -0.00097017 -0.00041585 0.00346870 0.00221930 -0.00346180 -0.00346180 -0.00405000 0.00493670 -0.00235530 -0.00138630 -0.00318590 0.00055459 -0.00263220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.0656725 7.3263288 7.7182972 7.4801504 1.0262335 9.8897719 9.7864260 7.6368754 11.0730562 11.1800965 10.2712823 1.0262335 5.8232169 10.0307064 1.8742068 8.5575866 10.7127056 5.8335606 NA 6.7703666 4.2278412 0.2892443 8.4574937 6.4986929 10.5429176 10.2727082 11.4690739 6.8742019 NA -1.2958363 -1.2958363 10.0385503 7.4823538 9.1357747 NA 7.2703308 9.0441269 10.2622193 9.4038495 9.9651966 8.9988978 10.4253761 9.8779542 2.4047124 9.9294843 9.0351939 6.9804012 5.9616650 9.3134556 6.2817057 13.2275939 11.3539823 8.8335600 13.1570330 13.0819620 6.3116066 8.2703308 10.1487742 9.1104820 10.1008817 5.7703666 13.1942503 8.3116071 8.7917399 -0.2956592 -0.2956592 9.6950901 7.4624998 13.6412369 9.4021133 12.1289682 9.3767024 8.0441269 6.2665186 11.2861836 8.2684264 12.2456156 11.9268983 12.8396656 13.0395277 10.3235799 -1.2958363 11.1875889 10.2090959 10.4055835 8.0684118 7.7676720 9.9774897 12.0016232 9.9669592 11.2339491 5.7917385 5.9426811 8.2414956 11.6651839 12.3038412 10.5252537 NA NA 8.6276043 12.4646851 10.6062186 7.0965939 10.6733037 10.7256040 12.0828428 10.2727082 9.6231402 10.9408892 7.3977636 9.4732883 3.6111724 9.4732883 5.2278373 9.0814874 8.9510177 8.9402913 12.1914814 8.7210852 11.1565182 9.6141700 2.0261981 13.8876022 6.3078292 6.1718833 8.3048592 11.2607830 8.2061142 3.8742068 8.3499354 9.7924027 10.2559852 11.7153295 7.3517352 11.2207157 8.3171453 4.8540256 10.9977486 11.4631248 10.2976681 0.7042523 11.1032878 9.1606313 1.8742068 9.7937275 -1.2958363 8.2511714 10.6804830 9.0987396 9.1432664 6.1221302 9.4287908 1.0262335 10.3598078 10.7390760 10.3593604 12.9067835 11.1479976 11.5322151 10.5661393 10.6639168 8.4012443 6.4524702 10.2793435 9.9498296 3.3481333 1.7042965 NA 10.2145467 11.3719829 8.6096641 0.2892443 9.1347295 8.8742019 10.4637491 TCGA-MH-A856 54 0 NA 947 kidney stage i t1a nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma 15 1982 white hispanic or latino NA NA 2 5 NA NA 4 2 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1492799 9.9778939 8.9624640 6.4739314 9.3024507 9.1609146 10.3353390 8.5348133 9.2561952 5.5228404 10.3489656 9.6941010 8.0253411 9.6341503 0.6159812 10.2462173 9.9401308 10.2489453 7.7034129 2.2009123 10.7857562 4.3113869 9.3267566 8.0422148 4.6603468 9.8615029 9.4708185 7.7758216 9.4104798 3.6159459 6.5817339 10.2186491 3.5228467 11.8094755 11.5307090 6.8447685 7.7192382 8.7707683 10.2288187 9.6017921 9.3170487 8.0505784 15.7958010 9.3557308 8.5555294 10.4432929 5.8827360 9.4054838 7.5046935 11.0301068 5.9558010 13.4176585 3.8887238 9.6327584 10.3207184 7.1395125 8.8803929 -0.3840188 10.2462173 9.3758383 13.3480116 6.8156228 14.4264812 5.6603440 9.3529609 7.4551538 10.3464203 NA 9.4488403 13.7936812 11.5437281 9.3808219 -0.3840188 7.5874940 9.5613941 7.9288334 11.3361944 8.0422148 6.8733383 8.4893944 8.9602461 5.3708373 9.1118052 8.4645731 9.5686915 10.1267144 9.3791626 10.0039674 11.0716011 9.8459706 12.9153013 1.6159341 2.9378717 10.0453570 8.6980993 9.0876254 9.8650636 NA 3.9378811 3.6159459 13.7270859 12.3909431 11.1867546 8.6466174 7.1858061 10.7205489 11.3301957 2.7858853 8.1473316 5.1078050 10.8573375 9.8387451 10.9462621 10.3006988 8.3874397 7.2380024 10.6334546 7.1628445 2.4233092 4.0082717 9.1666969 7.4168499 -0.3840188 9.7770820 11.9535721 10.3775014 12.7123359 8.9423796 2.4233092 10.5810130 8.4488403 11.0356102 6.6820395 4.0753786 9.7322941 5.9197310 6.5584651 9.1858059 8.0125547 11.7852489 11.1217618 9.6383181 8.7034129 12.5696010 8.9909897 10.1858059 9.0505784 4.8638790 -0.3840188 8.2705864 10.8821511 1.2009437 7.0557390 10.2065372 10.2489453 9.5481649 10.0221551 11.2861638 11.0071937 3.2009123 9.6766461 9.6303055 1.2009437 9.3146548 1.6159341 6.9197310 5.3163883 12.7309938 11.0490139 8.8803929 10.2480367 10.9860927 9.3267566 2.2009123 11.0841415 8.4424986 8.0039676 10.6617099 5.9197310 4.5701472 6.6046348 1.9378717 6.1705400 2.9378717 10.0987581 1.9378717 9.7682351 6.8686152 -0.3840188 -0.3840188 11.6887527 9.8217434 12.0914303 10.8513661 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8809792 6.4863154 7.2158630 8.0818839 -0.3840188 10.2989448 10.2723750 8.0752588 10.3515062 11.4848615 9.4233050 6.5584651 5.8827360 10.5250932 5.1705380 4.3163920 10.2830617 5.9197310 1.9378717 9.1177875 4.3708408 0.6159812 8.6657989 10.0443104 12.0676533 10.3716723 11.2269934 6.7555019 1.2009437 NA 4.5701472 10.0242799 9.3775014 9.4071131 NA 6.6712325 9.872159 10.317257 9.067161 11.485930 8.832696 8.768235 10.366657 4.259807 9.241659 9.390737 9.234336 5.423306 8.958025 7.185806 12.602326 11.492467 9.302451 13.691764 13.350871 7.627177 8.859124 9.879219 8.690092 9.818074 6.091683 13.570510 5.139510 8.429731 3.423309 NA 9.071277 7.873338 12.968270 11.278173 12.915301 9.182004 7.928833 13.535186 9.058894 7.185806 13.564226 10.946262 11.875988 12.727901 10.491700 NA 11.146844 8.882737 10.527342 8.012555 8.131650 9.716613 11.855549 8.966889 11.191962 7.223281 8.095730 7.350660 10.593230 13.328047 8.581735 1.200944 NA 8.713982 12.573052 11.314894 6.775821 10.608889 11.8573375 12.0848287 10.3716723 10.6806929 10.7172693 5.0753829 10.5694191 5.6820395 9.6060541 5.2883770 9.3301958 8.5348133 7.5759521 11.7544716 8.2232806 11.0369630 10.5062144 3.4233092 14.4261201 7.9175380 7.7908756 8.7151929 10.4417040 7.5107681 4.9735011 7.8008255 9.5107679 8.5701464 12.8199099 1.6159341 10.7714009 8.7192379 6.3973101 9.5452085 11.2112077 10.4700394 NA 11.9145856 9.6103036 5.4739297 9.7720333 3.0753786 7.6980990 6.7034136 8.9423796 9.6242808 7.6657985 9.1395122 2.4233092 10.8821511 10.8446306 10.8739273 12.7309938 10.2670019 10.5569978 10.6617099 11.0871173 7.9735022 7.6438562 10.2027900 10.6046349 NA NA NA 9.9468671 12.2493269 8.4832289 0.6159812 10.1414710 8.4676993 10.9485462 TCGA-MH-A857 63 0 NA 890 kidney stage i t1a nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 NA NA 1 1 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.20202e-07 1.734007e-07 14.2857142857143 38.0952380952381 4.76190476190476 28.5714285714286 14.2857142857143 7.7902038 9.0008749 6.7902038 8.9861908 11.1239179 4.6970955 NA 5.8144556 9.3029441 -1.2098953 3.1893818 3.7901986 6.3600587 7.3176803 6.1389312 10.8498860 11.7116726 2.1121330 10.1717465 9.6015782 11.6495442 17.2251941 11.0030038 10.6477959 6.4836900 5.1652447 7.5715631 9.2970070 3.2496425 0.7901882 5.1121330 8.7487564 10.7286805 11.3407099 3.7443979 2.1121330 8.8616660 9.0871196 8.7060829 8.1889473 5.0381332 1.3751785 9.1921498 10.4345105 2.6970843 11.3786840 3.8776657 9.3956830 9.8042240 8.4749523 7.8070116 0.3751785 9.1889473 10.2785459 11.1728276 8.2475844 1.9601410 11.5228628 NA 8.7042748 8.6743741 1.3751785 11.3039311 9.3629038 7.2289957 9.7967750 NA 5.1121330 9.8882356 1.1120996 11.2704889 10.7146450 3.3751646 1.9601410 7.2739392 9.0779159 7.6199265 8.4889082 6.8345975 14.8482587 9.9071973 8.6528410 10.0422776 4.6970955 9.6270430 8.0093718 11.9736838 1.7901882 11.8650140 3.1186089 7.3238447 4.6970955 8.0871196 9.0859724 7.7788880 9.7660515 8.5215227 12.7908198 7.5484266 13.9752578 6.2740193 9.9649669 11.0108842 14.5002566 NA 1.3751785 8.2557698 11.0283097 9.2101638 1.5975550 8.6574825 8.4714419 7.1211201 10.9348618 8.1098756 7.6294076 9.1030866 9.6880490 -1.2098953 10.5658138 9.9892624 11.2439886 10.7352815 6.5715631 9.2059452 11.8374689 9.5829938 11.1364403 2.8776657 NA 10.1283829 9.4439443 9.1641562 10.6139688 NA 4.6728439 2.9601224 12.9231852 6.6481850 9.7509295 2.5975550 9.1233589 10.5534159 10.3553056 4.8346000 7.3409503 7.0286078 10.5505077 10.8125714 11.8044368 10.3624301 8.9849604 6.8508994 10.3854610 0.3751785 1.9601410 2.4906471 8.3332354 1.5975550 -0.2097284 8.7646182 11.6398041 9.4122554 10.0087668 9.4863017 -0.3066803 10.4090478 7.5550753 10.0459049 3.5450911 4.4049167 9.9271947 4.0381289 5.6230943 12.6731331 8.2496350 11.0982581 10.0709744 9.8188004 9.5299841 13.0055090 9.7523766 10.5134378 10.3452719 7.4012285 NA 7.2618787 10.3235333 14.0359104 9.3958128 10.6497383 10.9220605 5.3447930 10.2419298 10.1439018 10.1042203 1.7901882 10.3970713 9.0797384 2.5975550 4.3751646 NA 9.6697868 6.6910707 12.0075555 12.0938416 8.6230936 10.3690480 10.1701234 9.1356087 3.4340544 10.6876331 9.4168252 7.7327183 10.7667677 NA 6.7502058 4.3447930 1.5975550 -1.2098953 3.5929115 11.7631833 -0.2097284 6.8345975 7.9029816 6.1652427 -0.2097284 11.5367179 10.5768816 10.9563666 10.9889555 10.9281553 9.6270430 8.9638807 5.5445565 7.9525951 10.8559562 10.3495807 10.2070010 NA -1.2098953 NA 10.1846662 9.4767041 8.6743741 NA 9.4510907 12.2726334 7.0848243 6.7818960 8.6835052 -1.2098953 0.3751785 NA NA 13.6739923 7.0616660 9.1422470 11.6047860 -0.2097284 9.3938300 8.9484093 10.8839512 6.0381311 9.5550751 9.7803075 10.2511714 8.4871712 9.6039847 11.7341835 9.6419526 9.6804678 10.7124163 7.4731984 8.7473055 4.4906407 9.3137655 5.1298765 8.1648084 10.2450169 1.2481e-03 -4.7865e-04 -3.6011e-03 2.0805e-03 2.0805e-03 3.1910e-03 -2.6322e-03 5.5459e-04 -3.7777e-03 -4.7079e-03 1.2481e-03 5.9700e-03 -4.7865e-04 4.1593e-04 -9.4046e-03 -3.6011e-03 -3.6011e-03 -3.6011e-03 2.0805e-03 2.0805e-03 4.2239e-05 3.1910e-03 -4.4312e-03 -4.4312e-03 -8.1318e-01 5.5459e-04 0.0000e+00 -4.5695e-03 -6.7813e-03 -1.1087e-03 -1.2473e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5130110 6.2496350 8.8070119 7.1118159 NA 8.5534158 8.2800516 7.1675004 10.6774242 11.5098512 10.6337321 -1.2098953 5.5044488 9.7305172 0.7047835 9.7253686 10.5316706 4.0381289 -1.2098953 7.6605686 4.4340610 NA 9.1695818 4.1121330 10.5030142 10.8498860 11.0996969 8.5434205 2.2496274 NA 1.3751785 9.7083214 8.5282959 9.3947568 NA 4.1825175 8.4213807 9.8215602 8.8696882 7.6071875 9.5299841 10.8407325 10.0968349 2.3751785 10.6605683 9.4322552 7.1255943 4.5450911 9.7852640 4.8125701 13.8684378 12.3420320 8.8683543 13.3938299 13.0130739 6.0569910 6.9701128 9.1311663 4.9601271 10.1684984 10.6655689 11.9342244 6.6667211 11.2232673 7.9923271 NA 10.0894115 7.4767041 11.7993323 9.5450911 11.1364403 9.2154194 9.2352185 13.4350175 7.1782206 9.1233589 15.5864587 11.8044368 10.4108816 12.3807906 10.7268415 -0.2097284 10.0974043 8.4923764 11.6458507 8.2496350 7.9525951 10.1255939 13.1387934 7.9996568 11.7561609 3.1121330 6.3059031 9.9175530 12.4849967 12.2869325 4.9996573 -0.2097284 -1.2098953 10.7993323 12.6558402 11.2475588 7.1255943 11.4152274 11.8398819 12.3792695 10.8498860 9.6015782 11.0030038 3.8776657 7.4975629 3.5975550 9.3619563 4.2164704 9.1932156 2.6970843 -1.2098953 11.8186017 8.6246745 11.1062022 10.8743476 1.5975550 13.1755267 3.6306617 6.0848233 7.3845282 12.0428690 7.2289957 3.1825175 9.0569902 10.1521473 11.3425701 11.5631366 6.4975629 8.9750790 7.6419527 8.0045227 9.6590262 11.2237890 9.7008463 -1.2098953 11.5172731 9.5087364 1.7901882 8.5975584 5.5316715 8.7090669 8.9335868 9.4863017 9.3439576 3.6970955 8.2248318 9.6135707 10.3235333 10.9475504 10.4213806 12.0075555 12.1567990 12.8002945 10.7667677 9.3947568 7.9849607 8.7617470 10.3351680 9.2740193 -0.2097284 9.6720823 NA 7.0333778 11.5341964 10.1283829 -1.2098953 9.3938300 8.8856006 9.4484149 TCGA-MM-A563 41 0 NA 591 kidney NA t3 nx mx male 2012 NA no NA kidney clear cell renal carcinoma 14 1999 black or african american not hispanic or latino NA NA 3 3 2 7 3 8 2 2 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.117062271 11.144222692 8.750383076 8.097343743 10.013557590 8.297250580 NA 8.120140398 9.271674281 NA 1.992732182 5.292634528 5.499083688 9.988798848 8.970127466 10.586547467 12.212719399 5.499083688 9.778721105 10.557016272 11.758984802 13.893344889 10.489535309 10.763370905 9.243245878 7.601406819 6.292634528 13.593895464 7.018458366 NA 8.868209858 9.366981113 10.224583460 10.061157439 4.255160791 2.007231389 8.595946304 9.581825175 11.558939818 10.089380563 6.614561151 13.164420579 9.659180156 10.741517800 7.446023759 11.846829058 7.862099850 10.669899919 10.341504813 8.800021724 8.084047252 3.865216096 11.447581676 10.699847086 10.227005165 7.880675731 0.007195501 10.242599648 1.007267275 8.939446398 8.118366994 1.007267275 10.031678737 9.987371180 8.857418421 9.432541900 3.329166661 8.236050079 9.420859423 2.329152306 11.084381096 10.739823046 9.042030591 5.577087375 9.850720833 10.701154039 10.248618916 8.946810676 9.831394816 15.521514130 9.340386906 8.811362490 9.521945664 5.156979014 9.731745497 7.429296260 11.205983560 8.435591926 11.791048331 2.814591438 9.265302800 9.591254540 11.070289562 9.335906595 4.051624421 10.063191741 8.563737777 11.323230216 6.714590349 14.782100201 9.506080819 10.266103792 9.462558711 11.803474034 0.007195501 4.814586311 13.534097554 12.091707800 8.548328341 5.775416701 7.967233753 8.816195844 8.588432065 11.002645426 8.482964820 9.070626537 8.652890135 8.983079678 2.177152403 9.203218779 8.819408894 9.574237019 9.943869474 9.810555408 7.640226857 11.627678238 9.845647641 11.771688528 5.889875047 3.094692119 9.995206072 7.911384198 8.809747875 9.815391302 -0.992804499 7.355959763 0.007195501 13.802408795 10.400622033 10.980570179 11.698757009 7.450175297 10.327467989 10.346524925 4.814586311 6.973015386 10.569950994 10.380096611 10.063191741 11.286731879 10.253972135 8.299553308 9.670789714 10.906588500 7.530793345 3.865216096 4.136511330 9.141657837 3.177152403 0.592158002 9.534708492 12.599104493 9.133935926 11.456122179 9.412372958 2.329152306 10.143581938 8.429296260 9.987314044 11.201064928 7.643856190 9.299553308 10.438729175 5.926094330 9.910360309 8.355959763 11.106250552 11.533486259 12.035828355 9.149019493 12.236200528 9.042030591 9.740246921 9.395248781 10.632483804 2.466653220 8.250405491 10.967233537 9.036753597 8.201914630 9.689348263 11.148700151 8.266974828 9.947545187 11.430084774 10.990937776 6.679657435 9.929815995 8.922707781 5.748697369 8.252784154 0.592158002 9.150614762 6.499085283 12.654802417 10.648380144 8.505083474 11.073993505 10.605749419 9.236050319 5.197055456 11.074366749 9.042030591 8.126172720 10.331974653 2.329152306 5.292634528 7.338148044 5.136515431 6.607143861 4.051624421 10.288002390 5.721476565 10.367529966 6.347080949 0.007195501 1.592205852 10.946076011 10.520959132 11.231233243 11.044778514 11.713727600 7.012855798 8.476873358 5.989427427 11.190866925 10.771688528 9.889874590 11.278986361 -0.992804499 NA NA 10.179033880 8.735152182 9.320114570 6.466663008 12.350139595 13.970217918 11.061496689 8.476974992 10.104605305 NA 3.466666270 NA NA 13.339687774 7.099988398 9.458442706 11.877596300 NA 8.495071523 8.732342133 10.664550038 7.814586311 10.469222479 9.887580406 9.223977307 9.002998645 9.313293248 11.147422267 9.761283943 9.657385804 10.580405374 8.497079399 9.774588428 8.945340825 10.708538002 4.373202737 7.973333454 10.644762098 0.00249690 0.00000000 0.02890300 0.01377200 0.01950300 0.01377200 0.01014600 -0.01766600 -0.16117000 -0.03422300 0.00249690 0.00249690 0.00000000 0.00000000 -0.59777000 -0.58686000 -0.58686000 -0.58686000 0.02960600 0.02468900 -0.58569000 -0.60222000 -0.52562000 -0.53557000 -0.00218860 0.00332990 0.01419000 -0.54890000 0.00027728 -0.03694600 -0.13600000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 -0.592 -0.592 0.000 0.000 -0.588 -0.588 -0.536 -0.536 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 -0.592 -0.592 0.000 0.000 -0.588 -0.588 -0.536 -0.536 -0.154 -0.154 10.1715100 7.0128558 10.1595164 7.5871512 0.5921580 9.6725675 10.7741745 10.2297185 9.3075840 11.4714787 9.7436334 2.9141244 6.1365154 9.9409223 2.8145914 7.3381480 10.1858964 10.4387292 NA 7.8113625 4.3647825 0.5921580 8.7770695 8.4187427 11.0902288 10.5865475 10.7256189 8.0946942 -0.9928045 -0.9928045 3.1771524 10.1645785 7.6831883 8.9730160 NA 8.4271917 9.8121693 10.2124139 8.7836645 10.3487504 8.6108580 7.5229314 10.2569376 4.8652111 9.6438562 9.3866099 7.4038361 8.9050771 9.5307935 7.6145619 12.7210477 10.8202110 9.7343011 13.2732128 12.8250147 6.4418602 8.8000217 10.1144486 8.8417027 9.7621191 5.9614289 13.3610676 8.9902251 9.7654549 6.1970555 2.7076794 10.3806405 7.6438562 12.7072377 9.7402469 11.7716885 9.2492147 6.9959164 10.3319747 9.8282082 7.4501753 15.1243064 11.2867319 11.3699973 12.7201884 10.4182128 0.5921580 11.4418598 10.1435819 11.0302928 8.3559598 7.7351518 10.3653333 12.3805046 11.4073105 11.1281174 4.2926345 7.3155708 6.9787757 10.3974005 12.7455350 7.4208596 2.7076794 -0.9928045 10.0833791 12.4800493 11.2575359 7.5347083 10.6582833 11.6329404 12.2169895 10.5865475 10.5570163 10.4895353 8.0867164 11.5320181 5.9845119 9.4038363 6.6654425 9.8535054 7.4460238 7.3381480 12.3402303 9.0502590 11.2465317 9.8667663 2.0072314 12.8084347 7.7222324 6.8464356 8.4351518 10.0960199 10.2786946 6.2740175 8.6219412 9.9305591 8.2312332 11.9521266 6.9020495 12.4894093 11.9340835 0.5921580 11.9009123 10.9980446 10.5005867 -0.9928045 10.3773741 9.5130432 4.0072314 10.1683635 8.8914022 7.6474764 6.6365884 9.4123730 9.6381812 7.8868147 8.9423966 5.8775970 10.9672335 10.6370435 10.7089712 12.6548024 10.5209591 10.8121692 10.3319747 11.0125052 7.4081106 6.2646190 10.4753465 10.2510006 3.0072314 2.3291523 5.2360486 10.7621191 12.5431472 8.7419412 3.5921939 8.4950715 7.5386127 10.3719134 TCGA-MM-A564 68 0 NA 607 kidney stage ii t2a nx mx male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 4 4 1 2 5 3 2 4 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9675968 10.4464101 7.5248230 7.8730977 9.8299120 7.6564957 3.0305127 7.3063151 9.1645372 -0.6700154 1.7868891 5.2608048 5.0849529 10.7698971 9.6281287 10.1341972 11.6724187 3.6519931 8.8865721 11.1179687 11.7584263 13.6843720 10.2622809 11.2451986 9.4861492 8.2459458 5.4798126 10.2407089 6.3744605 NA 9.2548786 9.2929621 9.8368696 10.2369568 3.8536264 1.9150237 8.9648771 9.0511654 9.0630814 9.1518400 5.4175285 3.1374216 9.0095462 10.9285840 8.1849343 9.3173301 3.9739235 10.3934612 10.9215885 8.5612872 7.9484519 0.9150237 9.9666907 10.2466920 10.2157626 7.9336924 NA 10.0542645 NA 8.9582929 8.2987330 1.9150237 9.9169059 9.3370933 8.4899374 9.1228565 -0.6700154 7.3130599 8.6542468 7.1629562 10.8779247 10.7766326 7.1244822 6.1244812 9.6985071 11.4313853 10.2533937 9.1518400 10.5968527 15.5258228 9.0965950 8.7180835 9.1849346 5.2608048 9.7007535 8.5492348 11.2714807 7.6292743 11.3761670 4.0316157 8.8903990 8.3468745 11.9276532 9.8388513 3.7894997 9.7823075 8.8037718 12.0673135 6.8378613 14.4150659 9.9046598 9.4761129 8.5968528 10.5480239 NA 8.0613852 11.9730204 10.3968281 8.9594227 -0.6700154 8.2519070 8.8788881 7.4228233 10.1645372 8.1534335 8.5099753 8.0130608 9.5285112 NA 9.1422434 8.8279181 9.2309329 11.2652312 9.1849346 7.4999909 11.4499346 9.5149414 11.7688580 2.4999862 0.3300994 10.3087767 8.6474789 9.9784238 9.4785427 NA 5.3961561 0.3300994 15.0466445 3.4999862 11.2907922 10.0891220 6.0024910 10.6246869 10.3102057 2.1374052 6.9666912 10.5155611 10.1919285 9.1293477 11.1280640 10.2563622 8.3384948 6.9666912 11.0117438 6.2489295 3.7894997 3.1374216 9.0916173 1.9150237 -0.6700154 9.7925684 12.3094914 8.3826344 11.3005316 9.0999040 2.5143495 10.2324413 8.8138819 10.5099317 10.8487193 6.0982511 10.2035103 6.4280988 5.7223841 10.3356907 7.1374216 10.7094445 11.3304183 12.7958876 10.2637569 12.5006172 9.2504190 9.4385906 9.6212369 4.8846565 -0.6700154 8.4015285 10.8174038 8.0680909 7.3729843 9.5779937 10.8536281 9.3044807 9.6519943 11.3328812 10.7646944 7.8418191 10.3166194 9.1805186 4.8846565 8.1849343 NA 9.5049919 3.9739235 13.7828222 8.9056054 8.1973450 11.2023563 10.1285379 9.7730096 6.5684715 11.0450157 9.3201701 7.9262557 9.7812772 2.4999862 6.2369575 8.3934612 6.3187507 2.6520046 4.5779907 9.9900621 7.0579863 11.3332327 6.7270137 NA NA 10.5167995 10.6457818 11.2954897 11.5124605 12.4361383 7.0305060 6.1629552 5.4614074 11.7264033 9.9954021 10.2271553 10.6909133 0.9150237 0.3300994 NA 9.8098464 10.0348344 9.1582027 1.6520046 11.5056157 13.3650370 11.5254384 8.5753573 10.3676131 -0.6700154 1.6520046 NA NA 14.1891641 5.5588860 9.8348852 11.5768068 0.3300994 7.8017413 8.6361279 10.9262559 6.8057993 10.2481840 9.7072766 9.5211254 9.4294141 9.3771901 10.7239929 9.3116334 9.3087766 10.6848665 8.3300662 10.0849537 8.7330780 11.9288166 3.5371842 8.5154621 11.4708959 0.2010600 -0.0095426 -0.5341300 0.4605800 0.4604100 0.3037800 0.0000000 0.0120970 0.0399020 0.2010600 0.2010600 0.2010600 -0.0095426 -0.0095426 -0.5387500 -0.5293000 -0.5293000 -0.5293000 -0.0111980 0.4595600 -0.0110600 0.3037800 -0.0134560 -0.0134560 0.0000000 -0.0080244 -0.0154660 0.0048579 -0.5114900 0.0112610 0.0399020 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.460 0.460 0.000 0.000 0.460 0.460 0.304 0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.460 0.460 0.000 0.000 0.460 0.460 0.304 0.304 0.000 0.000 0.000 0.000 11.3307704 7.1818152 10.6206611 7.8167405 1.9053894 8.8980224 7.1244822 9.9693435 10.1179687 11.6421266 9.6061905 3.0305127 6.8769601 10.3907621 2.1374052 7.8418191 9.7594730 6.4280988 NA 8.9392448 4.2369594 1.6520046 8.7352077 5.6519931 11.0057895 10.1341972 11.6056611 7.4280980 1.3300420 0.3300994 4.2369594 10.2429555 7.3187507 8.6061905 NA 6.5968532 9.8711628 10.3641773 8.7771494 9.7823075 9.1849346 7.3853482 9.8179062 2.4999862 9.6542467 8.6452156 7.3634891 9.2218498 9.9056054 7.4385906 12.2403341 12.3305944 9.8229208 13.4837765 12.9052508 5.3961561 8.8750305 9.3328811 5.0305038 9.8701942 4.2842624 13.5272060 10.3765081 8.4670573 8.7458081 3.3300707 9.8653415 8.0916173 12.1394324 9.9909534 11.7688580 9.0613852 5.4385923 10.3187509 9.8418187 6.0024910 14.3477445 11.1280640 10.6206611 14.1734475 10.3995159 1.3300420 11.2130912 8.8437939 10.4483584 7.1374216 8.7874472 10.3572810 12.2220397 9.0715332 11.2787984 6.0443111 6.6429484 3.4175285 10.2556206 12.8832154 5.8378600 0.9150237 NA 8.8653417 12.2764242 11.4054751 7.9112667 10.6559338 11.6226754 12.3388449 10.1341972 11.1179687 10.2622809 7.4644927 8.8808128 4.4593464 9.4201786 6.0165676 9.7864206 8.1849343 7.1374216 12.5070138 8.4307285 11.1954128 10.0698467 3.9739235 12.5705594 5.7129066 5.3300671 8.1764026 10.4261224 10.7202351 2.4999862 7.6154685 9.9197173 8.4696174 12.5076414 4.0305038 10.2798928 12.2263986 2.6520046 12.2690944 11.3377943 10.5666784 2.3300707 11.2571033 9.4632084 0.3300994 9.4267813 7.7266712 6.3744605 9.1676941 9.0999040 9.2303291 2.1374052 9.0949378 5.0849529 10.8174038 10.4689779 10.4274399 13.7828222 10.3961553 10.7277408 9.7812772 11.0903703 8.6654564 5.5968517 10.7196975 10.2936848 1.6520046 -0.6700154 3.9739235 9.9512022 11.7484222 8.2429554 3.0305127 7.8017413 7.7051057 9.8128741 TCGA-MM-A84U 58 0 NA 700 kidney stage i t1a nx mx female 2013 NA no NA kidney clear cell renal carcinoma NA 1996 black or african american not hispanic or latino NA NA 3 2 NA NA 2 6 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4436439 11.1882928 10.7744159 7.4941091 9.2950089 7.4153547 7.8015377 9.4064236 8.6316125 -0.8277685 4.3929013 5.5472215 5.8303922 9.3767520 7.9955484 10.2402875 12.0578774 3.5645001 9.3791953 10.2007777 11.8767331 14.0839737 10.6893582 10.7410871 8.9811451 7.2239341 5.2807040 13.4736057 7.5558852 NA 8.6436935 9.6047228 10.4212944 10.4500495 3.4201051 1.7571513 8.4713891 9.3804154 10.7069702 9.2301727 5.7113407 8.1379651 9.1637028 10.5767903 8.1088187 10.4552694 9.0161021 10.2556603 10.6873880 8.7401369 8.0910444 4.3421067 11.2573214 10.6524663 10.0340433 7.7608956 2.3420996 10.3315352 1.9795498 8.9823670 8.3066072 0.1722315 10.2369238 9.6387673 8.4459766 9.0104867 2.3420996 7.6799755 10.1029183 9.3078902 11.9606954 10.9123833 10.0254905 4.8160364 9.1525777 11.2626242 10.5014168 9.0034881 9.9510795 16.2397414 9.4459766 8.0669987 9.1058716 4.8160364 9.3607698 7.2543304 12.0876870 7.0609239 12.8135554 2.3420996 8.3019790 9.7580824 10.9182754 8.7887298 1.7571513 10.1508914 7.8015377 12.2546627 6.7795119 15.1520377 8.4058005 10.2715025 8.9665969 11.7727908 NA 9.1102904 14.0786488 11.4141641 8.3320522 3.0790708 7.9136482 10.0925338 9.1249223 11.1106579 8.2675779 8.1058719 8.4736773 8.5794487 4.3816364 8.9649712 9.1665344 10.2456531 9.9228879 8.9304041 8.1146955 11.3251629 9.8769492 13.3313428 4.4941083 2.3420996 10.3250995 8.7055107 9.5836919 9.8115216 NA 4.4941083 1.7571513 13.6396592 8.3193858 10.7074564 13.1572224 7.3816347 10.8214372 10.6311002 4.0301595 7.4895935 9.0332680 10.4307470 10.7025873 10.9534095 9.9803407 8.1665342 8.1665342 10.7771974 6.8232322 4.7267713 2.4941083 9.3901386 3.9270715 -0.8277685 9.7152128 13.4693839 9.1278308 11.4260285 8.8898574 2.3420996 9.7315580 8.0609245 9.8158388 8.9811451 6.7267699 9.1249223 7.3421058 5.9665966 9.4331005 7.5075711 11.1223723 11.4174366 12.4016007 9.5847932 12.5622155 9.1735892 9.6967228 9.0760628 10.7171454 NA 7.6151242 10.6539804 6.7315200 7.9407951 10.3408531 10.7547934 9.9617146 9.9444955 11.4673759 10.8756520 6.8232322 9.8983991 9.5909612 5.4389681 8.7850496 0.1722315 8.4034019 5.9270692 12.7659222 10.8885717 8.7646381 10.7818215 10.6565004 9.1875960 6.1146960 11.3921179 9.3681683 7.4621996 9.7627680 2.8726121 4.3421067 7.8481378 5.3816329 7.3117320 3.0790708 10.3644738 6.1721815 9.6769999 6.3282136 -0.8277685 0.7571086 11.5815719 10.4895936 11.2128132 10.7329914 11.9541553 7.4805196 7.6232684 6.6291511 10.4034022 10.2688961 9.8578058 11.0764392 1.4941083 NA -0.8277685 9.8949885 9.3693978 8.8966948 6.6233914 12.9877644 14.0221724 10.7205212 8.1922997 10.2240696 -0.8277685 2.7571513 NA 2.4941083 13.9751516 6.7868904 8.6720268 11.7978898 -0.8277685 7.5858091 8.8870274 10.4731055 7.7905668 10.6814611 10.3212929 8.7035624 9.4366235 9.3091721 11.7072133 10.4342759 9.3755291 10.5783860 7.9001012 9.3269990 7.9270686 10.5794487 4.2191995 8.1020313 11.4544007 0.00395000 -0.00415460 0.00374650 0.00485790 0.36986000 0.00638710 0.00388540 0.00160910 -0.35852000 -0.00512270 0.00444110 0.00253180 -0.00415460 -0.00899060 -0.58451000 -0.57881000 -0.57881000 0.00374650 -0.00995650 0.00485790 0.00291330 0.00124810 -0.37471000 -0.37471000 0.00388540 -0.00025267 0.00332990 -0.37223000 0.01460900 -0.00373950 -0.35852000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.071 0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.071 0.287 10.8379610 7.1778052 9.4529518 7.2011369 1.0635720 10.2213488 10.0955085 10.5312772 9.4022014 11.9799706 9.9001015 1.1721675 5.6640334 10.3370879 3.3420996 8.2489968 10.3110927 7.3421058 0.1722315 7.1889893 4.9795361 0.1722315 8.7286872 7.5164769 10.9949549 10.2402875 10.6658013 6.5472200 1.1721675 0.1722315 2.8726121 10.7956053 6.8015377 9.2342271 NA 7.4342754 9.8223352 10.0082314 9.2937144 10.3852852 7.8446066 6.4575828 9.9312369 3.2596491 10.2852719 9.5053364 7.3570567 7.6680361 9.2988856 8.2382700 12.5770564 11.4552693 9.3496006 12.9100621 12.5174476 6.0176703 9.2193048 9.8142327 8.4552693 9.6610254 5.3014633 13.2997723 7.6151242 8.4622000 6.8375169 3.8726219 9.3718533 7.7905668 12.5723933 9.4319242 13.3313428 8.7758075 7.4713891 11.5114743 10.3755290 7.3816347 15.4875959 10.9534095 11.4040022 12.8542977 10.1700661 0.1722315 11.3779743 9.5794487 9.6898504 7.5075711 7.7832058 10.2335522 12.3693977 9.2728432 10.2963023 6.1721815 7.2165751 3.7571406 11.2396154 12.2958174 8.6559968 0.1722315 -0.8277685 10.2382701 12.3861965 11.0284158 7.3066077 10.4183277 11.6146061 12.4548351 10.2402875 10.2007777 10.6893582 6.7868904 10.0425457 3.8726219 9.5253278 7.0790719 8.9119615 8.1088187 7.7306019 11.8966799 8.5537237 11.1480290 9.6630318 3.5645001 13.6807805 6.5630376 5.8446066 7.9806623 9.9899641 9.3804154 4.6640334 8.6878809 9.7832058 7.7683709 11.8630520 6.3117320 10.7795113 11.6453794 0.1722315 11.1907289 11.5349467 10.4003984 1.4941083 10.9835556 8.9270686 2.1721675 9.8534194 6.7113393 7.7832058 7.5428686 8.8898574 10.3257963 5.5297335 8.3937680 4.6640334 10.6539804 10.2950089 10.5170316 12.7659222 10.6433481 10.3669379 9.7627680 11.8516611 7.5030982 6.1146960 10.6382574 10.1350769 2.3420996 1.1721675 1.1721675 9.4748199 12.0795130 8.6233921 2.8726121 7.5858091 8.0700265 10.2110999 TCGA-MW-A4EC 72 0 NA 498 kidney stage i t1a nx mx female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american hispanic or latino NA NA 3 3 2 4 3 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.0801801 10.6936405 9.3649099 6.8482849 10.0878107 8.1484862 9.0414108 5.4648675 8.6854016 -1.2863042 1.0328767 5.3432159 7.2646049 10.1018754 7.6475491 10.2549548 12.1172697 6.0888985 10.5534556 10.5288411 11.5216156 13.8864282 10.1552462 10.9061509 7.6738603 6.7472813 6.2057112 10.0096271 7.5530617 NA 9.2097031 9.3468534 10.1604245 9.9024470 3.4687397 1.2988342 8.3137710 9.4142979 9.6622254 7.8066154 5.5718406 6.7960072 9.5842229 10.9162881 6.1061745 10.1778933 4.5467463 10.9507693 10.3946571 7.6651426 8.2236330 2.7138498 10.3924583 10.0703102 10.4603724 7.7527774 -1.2863042 10.4635517 0.7138717 9.3441252 8.2097131 NA 10.3174845 9.4038561 8.0061796 9.3784832 2.5212015 6.6147246 9.2674873 1.2988342 10.4549037 10.7106846 7.6680546 7.0625859 10.0492317 15.4565491 10.5252328 9.0692091 10.0142106 16.9218972 9.6162333 8.5324405 9.8334477 4.9233108 9.2922307 7.4553248 10.3725159 6.6445961 11.7460761 1.7317915 8.0087087 10.0894407 12.3924583 9.4477209 5.8837821 9.8262976 8.0221969 11.2515619 7.5308417 14.9847351 8.6636848 10.2917873 7.7194826 11.5901832 NA 0.7138717 13.3547809 12.6352342 8.6371856 2.7138498 8.2016981 10.8639227 8.7973376 11.2278324 9.2617167 8.4451771 8.8013210 9.1295999 -0.2861283 9.8092551 8.1464001 9.1906042 10.5593482 9.4645651 8.5718391 11.6955003 9.5308417 11.9608956 NA 1.0357647 10.3477615 9.1956576 9.4038561 9.4770705 NA 4.5467463 NA 14.0343414 9.2027025 10.4952179 13.0297860 8.0199198 10.2181806 10.0537082 2.2988342 7.0492485 9.6897061 10.2931741 9.6839640 11.3208162 10.0675563 8.3631141 7.7826366 10.8135347 3.9233108 0.2987756 2.1732874 8.6563727 0.7138717 -1.2863042 9.3386535 13.3448646 8.8812761 10.9588165 8.9450792 1.8837772 10.7999944 8.3915779 9.8204865 12.2883334 7.2684466 9.2471879 10.0675563 4.8837821 10.7320583 8.2037062 10.9978146 11.1609414 13.5852821 9.3791940 12.4489910 8.7514051 10.3862835 9.0801804 10.7684624 NA 7.9899825 10.7117433 11.2961272 9.1083530 9.7152664 11.2479178 9.0888977 10.2171870 10.7369194 11.1505696 7.2799123 9.8046322 8.4784808 4.6911377 7.2837135 NA 8.1996876 6.2374203 13.2565273 9.5987917 8.8762496 10.8759347 10.4666569 9.7341436 9.5292414 11.0551990 9.5632632 7.4003586 9.7893372 3.0357822 4.4687462 9.0278748 3.2988196 6.3862833 4.7362260 10.7926761 6.3285672 9.3950964 5.9541730 NA -1.2863042 10.8412077 10.9015195 10.8062850 10.6655071 11.4612120 9.2374201 8.3880504 6.8286938 11.7126248 10.7021878 10.0119208 10.8912777 0.2987756 NA -1.2863042 9.6796425 9.5772700 8.9123032 7.4952179 12.9674841 14.9585564 11.0672807 7.8970219 9.9233114 NA 1.2988342 -1.2863042 NA 14.3830754 7.2988205 9.2067128 10.8664598 NA 8.4021086 8.9289299 10.6814447 6.7960072 10.0340946 10.3689416 9.2265986 8.3486693 9.7306664 11.0924239 10.7568854 9.4902911 11.4056016 7.9036824 9.2875053 8.1359227 10.2670074 5.0185496 7.6680546 10.3058479 -0.0018014 0.0063871 0.0315770 0.6178800 0.0068044 0.0000000 0.0011093 -0.0201380 -0.0306770 -0.0018014 -0.0018014 -0.0018014 0.0063871 -0.0065050 -0.6358100 -0.6264600 -0.6264600 -0.6605000 0.0253900 0.5430000 -0.6372700 0.0000000 0.0012481 -0.0060904 0.0011093 -0.0052610 0.0072217 -0.0036011 -0.0239770 -0.0329960 -0.0306770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.618 0.618 0.000 -0.637 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.618 0.618 0.000 -0.637 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2641239 6.3359102 10.1578376 7.7532983 0.2987756 9.1946483 6.2137031 9.8190988 7.8862855 11.3882733 9.6593020 2.0357998 6.4417789 9.7548327 2.5212015 8.0447750 10.1395985 10.0675563 NA 7.4586920 5.0537065 1.2988342 8.6911381 8.0380388 10.3124737 10.2549548 10.9983208 7.2452399 2.5212015 NA 2.8013242 10.4082160 8.0492485 9.1702125 -0.2861283 5.9899837 9.2471879 9.9438786 8.4332470 10.7247359 8.2057112 7.1484868 10.2960001 3.7582499 9.4952179 9.4527947 7.2295581 8.2912868 9.6731356 7.0402875 12.8867544 11.3301773 9.5788180 13.8020252 13.0943253 6.6796420 8.9269625 9.4116944 7.3248826 9.3531989 4.4687462 13.6556394 8.4246647 9.7145624 5.1895913 1.0357647 10.1253692 7.5276396 13.1969181 9.2665273 11.9608956 9.4779003 7.4720816 10.6680544 10.6323487 8.0199198 15.5969309 11.3208162 10.4353846 13.9143353 10.4434789 0.7138717 11.2092135 8.9570321 9.5601320 8.2037062 8.4704144 10.0856347 12.6077284 9.3100479 10.9537490 3.9992604 6.3137701 6.3063151 11.3072493 12.5222190 7.0975623 -0.2861283 -0.2861283 11.0481314 12.3805260 11.0035514 7.9450792 10.7886686 11.6734979 12.2424343 10.2549548 10.5288411 10.1552462 5.6207477 10.6914958 5.5467494 9.1306558 6.2057112 9.1243095 6.1061745 6.2988214 12.7706541 9.1916164 10.7222868 10.1834999 1.7138717 12.9032194 7.0352005 5.5842229 8.1842729 10.5159705 9.8457151 4.9806469 9.0592633 10.3368251 8.9310767 11.3935582 5.2530173 10.4591123 11.1529098 NA 11.3928983 10.7236867 10.6214999 -0.2861283 10.5054280 9.8534095 2.0357998 9.9438786 7.6738603 7.8862855 6.5903745 8.9450792 9.3782966 3.2374261 9.0790869 5.8431422 10.7117433 10.1911104 10.6504960 13.2565273 10.9978146 11.2307893 9.7893372 11.0122072 8.3613166 5.6680539 9.7039620 9.5949721 0.2987756 4.4142979 -1.2863042 9.5826808 12.5433103 9.0670048 4.2988196 8.4021086 8.1814639 10.2818143 TCGA-NP-A5B3 74 0 NA 1069 kidney stage i t1a nx mx male 2011 NA no NA kidney chromophobe 50 NA black or african american not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5GY 75 1 22 NA kidney stage i t1a nx mx female 2011 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5GZ 50 0 NA 980 kidney stage ii t2a nx mx female 2011 NA no 90 kidney chromophobe NA NA white NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H1 66 0 NA 959 kidney stage i t1a nx mx female 2011 NA no 90 kidney chromophobe NA NA white hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H5 79 0 NA 6 kidney stage i t1b nx mx female 2012 NA NA NA kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H6 49 0 NA 809 kidney stage ii t2a nx mx male 2012 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H7 40 0 NA 22 kidney stage ii t2b nx mx female 2011 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-O9-A75Z 44 0 NA 471 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468013e-07 2.774411e-07 0 16.6666666666667 33.3333333333333 44.4444444444444 5.55555555555556 9.9080928 9.5712193 7.3151378 5.8976325 9.9775183 9.4143032 NA 10.5793159 9.2215349 -0.2921219 3.2691379 6.0828473 5.3371652 5.6026261 7.6936493 10.7391638 11.5367371 7.5595561 11.9460627 10.4940768 12.1999108 12.7875936 10.8970141 11.2056591 8.2757632 6.4027563 7.0609542 11.5277867 4.3802307 3.4626937 3.5310445 10.2532545 10.9432231 10.2580731 4.2313710 2.1672295 8.7549312 9.3678031 9.6488548 8.5151621 5.3660179 7.8005641 9.9360247 10.2235070 7.7246155 9.1065509 4.1340730 9.7522013 10.6363256 8.1129487 8.0653590 2.5151573 10.9393284 9.8396642 10.4867057 7.5719930 1.0297002 10.9225604 2.3654406 8.9568141 7.6590918 4.5904523 10.2071548 9.4082469 9.0947475 9.5953401 5.5904493 5.9932101 9.8032043 0.7077898 11.7799398 10.7260074 10.2056591 5.9074796 10.5999440 13.2408327 9.8839804 8.5843240 7.1256594 14.9686716 9.5191819 7.8550123 9.8071551 4.3802307 9.8758525 8.6576339 11.1137464 5.4759928 13.4609717 4.6866910 9.0319090 9.1885975 5.4626937 8.8600922 2.0297356 9.7439809 10.0509930 12.0195555 6.8877166 14.2451530 5.3660179 9.4252180 8.8032041 9.8701986 NA 6.6678098 11.9106963 12.9094717 8.9001000 2.2927817 7.8370905 10.6659974 10.0007040 11.0893502 8.4858844 7.6735918 9.3543660 10.1891022 4.4357286 9.7204317 8.7617331 9.5375300 9.5704445 9.8195949 9.0631583 11.1116395 9.3749188 15.2942366 -0.2921219 -1.2922985 10.4993771 8.9511597 9.0958245 10.2001611 NA 2.8777246 2.0297356 12.9988340 11.4610240 10.7775926 7.4047746 8.9354232 9.8286931 10.8830449 4.2623956 8.5311744 4.7738961 11.0998563 10.2894785 11.6615635 10.5696696 9.4082469 6.6444447 10.5054688 4.0653569 1.2927817 7.2156019 8.5595564 8.0138687 1.2927817 9.4576766 11.1445187 9.5789425 12.3130552 9.2871232 1.0297002 10.2091469 8.0115879 11.1263583 6.3660179 5.6266698 9.5743135 5.6964919 4.0828473 10.2382135 8.4576768 11.8937667 12.2324714 8.3114336 9.5383224 12.0409626 8.3534658 9.3588589 9.1361673 8.2814544 NA 8.4825942 10.5115348 -0.2921219 7.2925443 10.2871232 10.2522887 8.9414268 10.1393049 11.8940763 11.0209737 2.7078119 10.6514209 9.1868699 3.2927670 9.4143032 NA 8.4643636 6.2852357 12.5209872 10.7576558 8.9509813 9.8883381 10.7969266 9.5470110 1.5151573 11.0677818 9.0172836 8.3021317 10.6366957 5.7952708 3.8370854 6.1507506 2.9557406 5.8777320 3.4082499 10.2313692 1.5151573 7.7218279 6.2546243 0.2927817 NA 11.7937775 10.5727671 11.6768339 10.8032043 12.0547364 6.8370905 9.4517664 7.3579610 8.8460789 10.7856244 9.8858495 11.4755779 -0.2921219 0.7077898 NA 10.1129487 9.1129487 8.9943650 -1.2922985 11.2029127 9.6908008 11.1110856 8.0185791 10.6947159 -0.2921219 -0.2921219 -0.2921219 0.7077898 14.5718482 7.7301753 9.2556657 11.0138689 -1.2922985 9.0218239 8.8322517 12.1102864 7.9908953 11.1764312 10.1113519 9.5151621 9.4718493 9.1065509 11.4993771 9.7926156 9.8222004 10.5107274 6.8877166 9.9011478 4.6850880 10.2522887 6.0777109 7.5207868 11.4023828 -0.00326590 0.00958830 0.00083195 0.00471900 1.48220000 -0.00013862 -0.00498440 0.73720000 0.07685400 -0.00456950 -0.00456950 -0.00326590 0.00958830 0.00958830 0.00069327 0.00069327 0.00069327 0.00069327 0.00138680 0.00471900 -0.00110870 -0.00013862 0.00000000 0.00000000 -0.00332430 -0.00207840 0.00610900 -0.00138580 -0.00719580 -0.03026700 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 10.0172836 5.7630902 7.1382595 7.7321437 -1.2922985 9.6893745 9.0686544 7.3460979 10.1240770 11.3687547 9.7664754 3.1001198 5.8267493 10.0559821 3.0297356 3.1672455 11.6692569 5.6964919 NA 8.1214351 3.9557313 0.2927817 8.5422782 8.8511906 11.4884803 10.7391638 10.7794472 6.7467266 -0.2921219 -1.2922985 2.5151573 9.9640159 8.3749186 9.1733736 NA 5.6850880 9.4348767 10.1356439 9.3793483 10.7932797 9.2284260 8.7092155 10.9077862 2.7952682 10.4780581 8.7819488 6.8727143 3.5657921 9.1651881 7.0915116 13.0563971 10.7360586 9.5957893 13.9319974 12.5583848 7.9908953 8.4458996 9.8032043 7.2890081 10.5111312 3.4626937 14.0963627 6.6964919 10.8192689 0.7077898 NA 9.3713652 8.2908902 13.8540179 9.7134317 15.2942366 8.8739703 9.1424354 13.5803859 8.9545479 8.9354232 12.3647906 11.6615635 12.7568049 12.3300879 10.3439787 4.2313710 10.9199996 10.2416236 10.9004083 8.4576768 7.9342193 9.8156782 12.6249928 9.2489038 11.5239869 7.4082474 6.7522013 8.4289066 10.6060307 12.6980885 9.0081597 -0.2921219 NA 9.2974583 12.4409285 11.5430188 7.4357278 10.8457590 11.6858026 12.7393361 10.7391638 10.4940768 10.8970141 5.7301753 10.1713316 4.7738961 9.3243561 4.5406969 9.3489558 7.7246155 9.5343558 11.9820208 8.4271959 11.5279862 10.5866245 2.1672295 14.7527989 5.7087087 6.4289062 7.7817079 10.0498819 7.5087067 3.8370854 8.8018849 9.9781025 9.3558591 12.0654967 4.4626937 10.0631583 6.8727143 5.1507506 9.2833465 10.9287901 9.8390211 -1.2922985 12.1488061 9.4891670 4.4626937 10.0431975 3.1672455 8.8714568 7.2391889 9.2871232 9.5914739 -0.2921219 9.0576414 2.0297356 10.5115348 10.6925817 10.4314681 12.5209872 10.0686543 10.7021606 10.6366957 10.4060778 7.2156019 9.5335610 10.3053943 10.8140430 NA 1.2927817 NA 9.2537369 11.4066356 9.2498717 NA 9.0218239 8.2623960 11.3514380 TCGA-P4-A5E6 67 0 NA 3035 kidney stage iii t1b n1 mx male 2004 NA no NA kidney papillary renal cell carcinoma NA 1950 black or african american not hispanic or latino NA NA 1 5 1 5 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2.219528e-06 7.97643e-07 15.9090909090909 15.9090909090909 13.6363636363636 36.3636363636364 18.1818181818182 8.74487016 11.54010866 10.78816684 9.76455715 8.83668601 6.81057292 0.03576465 8.45330109 8.76200425 0.03576465 2.24055857 5.12324819 6.87498995 4.86867689 8.20069316 9.40647353 11.46047740 5.89376749 11.69332800 9.67964248 12.63372238 13.70843366 11.20790115 10.66696327 8.73101451 5.10187695 6.33956678 13.75314134 5.81714484 0.03576465 3.12325233 9.60469240 10.20758848 10.62121828 4.16506778 3.42810218 7.89997254 9.80974964 10.05815398 8.05537680 4.73622602 8.49726586 8.95613915 10.40101506 6.43666491 10.31829549 9.49419277 11.17309763 8.72752979 8.27657762 8.78397910 3.35772090 9.71965817 10.40973884 10.72359926 7.27896047 1.62072715 11.14136739 3.20570529 8.73622602 8.14692196 1.84313968 10.61132548 8.81386326 6.73622602 9.61604482 2.35772090 7.09106825 10.06023333 3.49522186 11.22591957 10.60753884 3.55934497 1.03576465 7.86550873 10.41624726 10.22251950 9.08154575 6.94867560 15.49555401 10.34013751 8.07744544 10.90229242 4.46205232 9.31655692 7.76710521 11.58749448 4.67964336 12.45903346 3.49522186 9.51222866 9.58653302 7.12854293 9.17789338 3.98998366 10.28845166 8.54358095 10.66650834 6.15472699 14.42055750 4.67964336 8.79369271 7.51151943 11.44862064 NA 7.04701373 14.95634843 12.72763878 8.63383876 3.20570529 7.15990766 10.86630142 8.69578194 10.79192556 6.37563551 7.85915333 7.62450086 8.13118303 NA 9.18044453 8.00732951 10.60469240 9.95613915 8.87341427 8.62824320 11.20134648 10.33040692 12.38049824 0.62077407 5.63569926 10.68549151 8.85436849 9.52362625 9.92984602 -0.96409462 5.12324819 NA 13.84173157 11.21507330 10.66650834 14.16297452 5.69399704 11.40538359 11.84132858 2.94268340 8.14952816 3.20570529 10.20257701 11.60919675 10.95095978 9.80974964 8.04141056 8.59802867 10.94979754 6.29317365 0.62077407 2.20570529 10.03789804 8.10187537 NA 8.86233484 12.11543767 9.37117658 10.74012218 8.87025713 0.62077407 9.20946336 8.30257267 11.07162318 9.48699728 8.19565764 9.14822565 4.98998366 3.89376991 10.29788104 7.54358095 11.04456495 10.90769144 8.36670295 10.01806689 13.49162713 8.99723595 8.90923037 8.23545854 7.03013961 NA 6.83020207 10.44517711 2.49520907 8.05089453 9.34412522 10.50949198 10.51506123 10.05329058 11.33184207 10.88088415 2.49520907 10.13513402 8.69729705 3.49522186 8.63941271 0.03576465 6.42810386 4.81714740 12.17565730 11.44145957 10.09783238 10.09242391 11.04211228 8.78062014 0.03576465 11.57332984 9.72403646 8.24767455 10.12656033 2.94268340 5.73622602 4.28371439 6.53563153 8.76880164 2.03579984 9.70909536 3.03578225 7.47041485 5.28371439 NA NA 11.48957128 10.77345607 11.69845460 10.90422298 11.66582576 7.73622602 6.69356920 6.50689228 8.49316695 9.97830076 9.21445100 11.02624477 8.00445308 NA 1.03576465 9.71702466 9.33956700 8.18299117 4.89376506 10.30608152 9.10052910 9.94717827 8.22088469 10.92984609 NA -0.96409462 1.03576465 -0.96409462 13.67659602 6.21569607 8.65417164 10.46937167 -0.96409462 8.09918104 8.27657762 10.59659669 7.80065792 9.65417164 10.79400940 9.48286945 10.05676613 9.56911604 11.55934817 10.74357673 9.24889033 10.51354453 7.54753851 8.89221189 3.20570529 9.84635792 3.49522186 8.80550851 11.92889810 0.00319100 0.00849420 0.90895000 0.19299000 -0.00443120 -0.00027724 0.00000000 0.00972760 0.05437600 -0.01475500 0.00319100 0.00319100 0.00798990 0.01251600 -0.00940460 -0.01119800 -0.01119800 -0.01119800 -0.00166290 -0.13342000 -0.00346270 0.00124810 -0.00747200 -0.00747200 -0.00691950 0.00597000 0.00402430 -0.00249380 0.95488000 0.00360290 0.05437600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5241285 7.6319759 6.8999719 7.8334480 0.6207741 10.7392573 10.1166038 7.1590802 10.0781296 11.8881733 10.2634022 5.1232482 5.6651426 11.1472480 1.0357647 7.2354590 10.0442149 4.9899837 0.6207741 8.0442149 3.5593450 NA 8.5415977 8.4451771 11.3174816 9.4064735 11.7655471 6.2646040 1.3577209 1.0357647 3.6207506 10.7700725 7.3711764 8.4828693 NA 6.3486697 8.9351432 9.8269491 10.4890569 9.9471783 8.4409277 8.7671052 9.2082136 1.8431397 9.4724977 9.2452397 6.9899825 3.4952219 8.4345298 5.9899837 12.3490944 11.5026274 8.8639227 12.8466591 12.9206245 5.9306049 10.1278827 9.5376234 8.2280789 10.2336172 4.4620523 13.0400945 3.5593450 8.8812761 1.0357647 NA 10.0525945 8.0747050 11.7954664 9.6065907 12.3804982 8.2765776 6.8171461 11.0612719 10.1721366 5.6939970 14.1255677 10.9509598 10.8690716 13.2418085 10.3872777 -0.9640946 11.6433477 8.8463579 10.2537440 7.5435809 7.4787300 10.2069631 11.0650734 8.0801801 9.7931762 6.1650698 6.9245299 7.1906040 11.2006932 11.9694769 9.3246522 -0.9640946 -0.9640946 8.3756364 12.1027163 10.1655522 6.2549549 10.0505041 11.60777582 11.52688774 9.40647353 9.67964248 11.20790115 5.75003296 7.28371346 3.55934497 9.40101516 4.24523704 8.82368886 6.43666491 7.09106825 11.40973889 9.49931056 10.47665539 9.17021251 2.62075061 14.01708592 6.36032740 6.10187485 8.01546858 10.65187553 7.51556660 2.49520907 6.26460399 9.73795896 8.94867560 11.63662834 5.59037447 9.60469240 7.22066176 5.69399704 11.09513068 12.26219840 10.90961479 NA 10.86471607 8.14169487 0.62077407 9.70555705 4.81714740 6.05815412 9.68683788 8.87025713 9.79834267 1.62072715 9.04000663 1.03576465 10.44517711 10.69355125 9.29317411 12.17565730 10.29788104 10.31307360 10.12656033 11.94474171 7.62824357 7.99288850 10.66650834 10.31307360 NA 1.35772090 0.03576465 7.98122990 11.78492659 7.85276981 -0.96409462 8.09918104 9.40756286 10.15472724 TCGA-P4-A5E7 74 0 NA 2649 kidney stage i t1b nx mx female 2004 NA no NA kidney papillary renal cell carcinoma 24 NA white not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.0466307 11.5646529 8.8640041 0.2740529 2.5340616 4.9928590 4.9744788 6.4237882 7.0813961 10.6880212 11.9753472 6.0899578 10.2494111 10.7985726 11.5302495 13.8590369 11.2714555 11.4065405 8.1566838 6.2359721 6.9836994 12.5490983 5.4572627 0.6891202 5.6663589 9.5876796 10.3751410 10.1479974 4.4170018 1.2740529 8.3019465 9.0076210 10.1106172 9.1749075 4.9744788 7.9628740 9.8350104 10.2603569 5.9558638 11.2582219 5.4033223 9.8292689 10.8350104 8.6461803 7.9767909 2.2740529 10.6702887 9.7490986 10.6224001 7.8337364 1.2740529 11.4403420 2.1924151 9.5602134 7.7976025 2.9370053 10.9094566 9.3211646 8.8299079 9.5534657 4.3329370 6.0289293 10.3028677 6.6548623 12.0095968 10.1438916 10.3279666 8.6153744 10.0770847 14.5848192 10.2484554 8.6862578 7.4704376 15.6409663 8.9779444 8.6138907 9.1402894 4.8388257 9.0199951 8.3843067 11.6917175 7.1688586 13.7066262 4.2028878 8.7176751 6.5028588 6.5594429 8.7698957 NA 9.4161479 10.0958147 13.8900918 7.4638652 15.4263010 6.9698493 9.9988048 8.0749405 11.3191178 NA 8.4753480 12.0850140 13.5424366 8.4016053 3.7334737 8.4932094 10.4468849 9.5337841 11.5094567 9.3347368 7.4169985 8.7538211 10.1438916 6.5594429 10.1637982 7.9274829 10.0155077 9.2693369 9.3597344 8.6004701 11.4507022 9.1205759 14.8131592 2.0109946 1.6890755 10.4560212 9.3056272 8.5563570 10.2903848 -1.3107903 5.1648104 -1.3107903 12.5430700 11.9005103 10.1698685 6.8640041 8.4638652 9.3211646 10.8736437 3.7334737 8.3275140 5.7765409 11.1698685 12.1791770 12.5956128 10.3170681 9.4646885 7.5219686 10.5361356 8.2889911 3.4439646 3.8590054 8.1423491 6.1069303 -0.3109693 9.5747746 12.5114499 9.6175966 12.5069613 9.8751924 2.1485112 9.9756361 7.4899780 9.8687138 5.5594429 7.1111430 8.9488216 5.8789019 4.5913922 10.3166121 8.8801376 12.0887567 11.3506337 9.0488280 8.9340842 12.3755788 9.3074638 9.5020577 9.3729501 9.3028678 NA 9.2731011 10.7030987 2.0253478 8.0181568 10.2267820 10.8486343 9.6079415 10.3886507 12.0019612 10.6279227 2.9370053 11.0811273 8.8876952 3.8590054 8.9190987 NA 8.5655953 6.8388257 11.9324010 10.5717213 8.7949867 10.5132415 10.3432668 9.2243536 0.6891202 10.9291183 9.0931553 8.9033975 10.9741914 6.0289293 3.8590054 4.5717193 4.4704393 6.7003052 2.4964368 10.9381918 2.2740529 8.9094566 5.1245391 NA 1.8590154 11.4460515 10.3877829 11.1846835 10.4322296 11.4048258 6.8337364 8.5728976 8.7004175 9.4364321 10.4435482 9.7943320 11.4962319 -0.3109693 -1.3107903 NA 10.6584648 8.9358189 8.5455039 NA 14.3616141 10.0333741 10.7034475 6.3571825 10.2189968 1.8590154 -1.3107903 -1.3107903 NA 14.0667972 7.7685628 8.7672291 11.4806482 0.6891202 9.7612108 8.7362703 11.8351696 7.6490801 9.8388254 10.0361459 9.2224080 8.3825652 9.1577024 11.7242210 10.5048618 9.6563045 10.4385288 7.4169985 9.5468649 4.6198179 10.0781718 5.3472901 7.6777626 11.2180207 0.0025043 0.0221720 0.8260900 -0.0042855 1.6324000 -0.0016554 -0.0154590 0.7962700 0.1517400 0.0025043 0.0025043 0.0025043 0.0221720 0.0221720 0.8054000 0.8054000 0.8054000 0.8054000 -0.0067739 -0.0042855 -0.0079186 -0.0016554 0.0031985 0.0031985 -0.0154590 0.0045875 -0.0038704 -0.0031785 0.8030700 -0.0480650 0.1517400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 10.0104426 6.3329352 7.4237882 7.7144392 -1.3107903 9.4964332 11.0364228 7.9735091 10.5842748 11.2433002 10.5551980 1.2740529 6.2204596 9.5586721 3.5470549 5.9178971 11.9341853 5.8789019 NA 7.9488216 4.6432732 -1.3107903 8.1505576 7.1566838 11.2361222 10.6880212 10.4461933 7.4867401 -0.3109693 0.6891202 1.0109946 9.7638887 7.7949870 9.6109193 -0.3109693 5.6198150 9.5709570 10.0477295 8.9871409 10.6936499 8.7279974 9.9446970 10.9464661 3.3329370 10.4871449 9.5899451 7.6862575 3.6432790 9.4481343 6.3544134 13.6679228 10.6042107 9.5944653 13.9429627 12.7011790 6.4439663 8.9710083 10.0499253 7.7362023 10.4728950 4.9370053 13.4926040 5.4704393 9.6918934 3.2740380 NA 10.1413195 7.6227686 13.5855526 9.7591993 14.8131592 8.8299079 9.0575848 13.3151865 11.5392651 8.4638652 13.0368380 12.5956128 12.0081858 12.0257243 10.2608309 3.1485112 10.3455032 9.0211149 10.3637120 8.8801376 8.0662889 9.9033975 12.9672373 9.1309849 11.3892990 5.3895186 6.9790970 8.6519744 11.3742651 12.5515219 9.2513207 -0.3109693 -1.3107903 9.5959689 12.6338818 11.0603049 7.1607538 10.9793852 11.5730579 12.3786395 10.6880212 10.7985726 11.2714555 5.4834934 9.9202994 5.0466307 8.5686615 5.0813950 9.6670736 5.9558638 9.1658245 12.6884556 8.6476311 11.0630309 9.9244942 2.2740529 14.5770842 7.7578300 7.4473015 7.8142594 10.9024863 7.6345221 4.0110036 8.9070361 10.2224080 9.1572441 10.8254286 4.8590054 10.2777929 8.3667978 6.9928590 8.6904866 10.4518755 9.9622910 -1.3107903 11.0556737 9.5211772 2.4964368 10.7692296 4.4964304 8.8119064 7.3544143 9.8751924 9.5097358 3.0813908 9.7585280 1.8590154 10.7030987 11.2749797 10.7020519 11.9324010 10.5910765 11.2359727 10.9741914 10.4123126 7.0019610 11.1589744 9.7877684 10.0322640 2.0109946 -1.3107903 NA 9.8664979 10.8872716 9.3667980 -0.3109693 9.7612108 8.6749203 11.0036615 TCGA-P4-A5E8 57 1 1306 NA kidney stage iii t2a n1 m0 male 2004 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 4 4 7 2 2 1 2 1 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.4579882 10.0379341 12.2931979 13.1406449 10.9594288 10.8393884 9.1076052 4.4579882 7.6063815 13.9429501 2.5510976 NA 5.7409249 10.5581263 9.8295485 8.6491311 6.3192837 2.3584525 8.8013973 9.3357338 7.7847186 8.7210240 7.3839893 3.2515373 10.1200052 11.5114630 3.6385604 8.7458558 7.2992923 10.4051883 9.8096651 9.5312385 6.6491311 0.5510976 6.6906504 10.0707353 10.4268484 7.3455152 6.6063815 11.0675131 4.4996992 8.4183776 7.2515392 6.9434162 11.2221978 10.1658088 7.7059171 10.0739454 1.5510976 3.5510976 10.8382342 3.4579882 10.9206964 5.5052939 9.7247761 9.0105306 11.1379341 13.8818059 10.2653445 9.4012076 10.0459547 15.4083754 9.6622347 8.2550026 11.1004024 4.5052939 9.0746609 7.2790199 9.8987205 5.2235229 9.1152487 1.5510976 8.5653150 9.0349148 7.1877232 9.2093106 6.5397838 9.9315601 9.9412680 11.4417433 5.9773647 13.7375306 4.9773624 10.2345236 7.0902575 12.7880102 NA 5.9261394 9.6687421 12.1531019 7.8365011 2.3584525 8.3997218 8.6674430 11.1533340 11.2794448 8.2653445 7.2790199 8.3455148 9.3918770 -0.4489024 9.6050250 9.0648265 9.0863743 10.0883175 9.8365012 8.1694846 11.7652178 10.5602278 13.1332410 5.1658075 2.3584525 10.8814558 8.5875199 8.7210240 10.2021508 NA 1.5510976 NA 13.8315074 9.3760579 10.7210241 2.7210226 8.7918902 9.1056880 11.1777207 10.5995860 7.6117950 10.8898354 10.6648412 10.5139951 11.4677026 9.3357338 8.6144942 6.5954932 10.9893711 -0.4489024 7.5510991 6.5734669 9.2270561 10.3201104 -0.4489024 9.7185171 12.0936473 9.3324587 10.6245712 8.8639821 1.1360601 9.4654842 7.7605523 10.7309646 8.6464961 11.0717178 9.9097503 10.0298686 4.3584525 10.6739270 8.5255138 9.6438562 11.8170071 10.0298686 9.7508081 12.9653879 9.4609921 9.2428426 9.8628473 10.2332158 NA 7.8225619 10.4736834 4.5131875 8.1642991 10.8707712 10.7883090 10.0187045 5.6171868 13.0972701 11.1402820 2.1360601 11.0217579 8.7210742 5.5734654 10.1472888 NA 8.6596235 6.4337423 12.4191499 11.0414485 9.6543868 10.1922477 10.4406030 9.0785759 -0.4489024 11.2889125 9.5197658 10.0989576 10.4810971 1.1360601 4.0105292 2.3584525 NA 6.1949558 2.5510976 9.5009257 8.4059673 6.4643481 7.7702674 6.6063815 -0.4489024 10.9898909 10.8067178 11.4807274 10.6464961 11.0043697 8.9689516 7.5340927 7.2251496 9.0166654 10.4744265 9.8190561 10.4744265 NA -0.4489024 NA 9.7990266 9.2428426 7.0667985 NA 11.2354094 9.8272234 10.8428453 11.0743425 10.4504560 -0.4489024 NA 0.5510976 2.7210226 12.1505470 7.6438562 8.7799176 11.9163279 -0.4489024 9.0960634 9.5208453 10.7978397 6.6171883 9.3192833 11.3942350 9.5762387 9.3997220 10.0598843 12.3103631 11.1042483 9.6970311 10.5461595 7.4090803 4.6803806 4.0746596 10.0815054 3.3584525 6.3059869 11.2432786 0.00847430 0.15308000 0.03651200 0.00000000 0.06408200 0.05785800 -0.00463330 -0.04834200 -0.09881400 -0.07061000 -0.07061000 0.02377600 0.15308000 0.15308000 -0.00069303 0.03651200 0.03651200 0.03651200 -0.73249000 0.02749700 0.07815000 0.03035000 0.03439500 0.03439500 0.00138680 -0.08797700 -0.78558000 -0.03735400 0.65443000 -0.07614500 -0.09881400 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2532717 6.5397838 6.2653450 8.7981957 3.3584525 9.3373686 12.6869686 11.3530054 7.9086508 11.3416919 10.4291500 1.1360601 6.4090803 11.0907426 2.5510976 4.2515373 10.1758946 10.0298686 NA 8.8061275 6.7310081 0.5510976 8.1510120 4.0105292 10.2474929 10.8611438 11.4714035 8.1209548 7.2925664 NA NA 9.5941264 6.4579898 9.0883173 NA 4.3584525 9.942343 10.030879 9.060874 11.322589 9.599586 9.503840 9.949843 4.305985 10.511101 10.357649 6.528379 2.873026 9.484790 7.457990 13.306613 10.673280 9.697031 12.626411 13.286972 7.845720 9.979459 10.316800 4.074660 10.437558 9.873027 13.161778 6.539784 7.487737 9.185910 3.010529 11.596517 8.335734 13.388727 8.928310 13.133241 8.688090 7.128527 13.918923 12.182958 8.791890 14.831979 11.467703 12.774799 13.220095 7.921786 2.721023 10.662235 8.854880 11.075641 8.525514 7.850307 10.240223 12.279020 8.034915 11.209311 6.670040 7.305987 7.977364 10.754447 12.107845 7.649131 NA NA 11.367683 13.059018 11.588975 6.528379 10.186817 12.1150103 11.8064227 10.8611438 10.0379341 10.9594288 4.5954917 8.9064502 4.5052939 9.3950202 7.4699625 9.7568924 3.6385604 5.1949538 12.2493653 8.5510991 10.6537309 10.3616707 2.1360601 13.2987676 7.6009476 7.4519661 8.0607159 10.3519989 6.8998270 6.3712783 8.8318700 10.3800288 8.8480154 10.9715857 2.7210226 9.1360616 7.5679074 7.8318696 8.9239642 11.3930565 10.2653445 NA 11.2003553 8.3422618 2.5510976 10.4632399 7.4759117 8.6596235 3.3584525 8.8639821 9.3037305 3.3584525 9.4921466 2.7210226 10.4736834 10.6185334 9.9678966 12.4191499 10.6097673 10.8382342 10.4810971 12.0399434 7.0588933 8.0227745 10.0697522 10.7817200 NA 0.5510976 NA 8.9174213 6.6061638 9.4759115 2.1360601 9.0960634 8.8341875 10.9684242 TCGA-P4-A5EA 54 1 201 NA kidney stage iii t3a n1 mx female 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 1 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8011393 11.1251843 5.1175496 10.9263612 6.1445155 10.7059098 9.4530234 9.3379956 7.4119965 2.3896219 10.7317030 11.5017420 10.5862304 7.2965189 4.5990797 10.3917400 -0.6104332 9.4258019 7.7427749 5.0043396 9.8834837 9.8221702 8.0478399 9.5176225 2.1969847 6.7990186 9.9258754 5.8974220 10.3611718 9.7862330 3.5595530 4.9745890 7.9708289 9.5189114 10.4981527 9.8934540 10.9442172 14.5873441 9.4216740 6.4008555 9.7979580 4.4770880 9.3277377 7.5342865 11.2802726 9.4530234 10.8408394 4.3896288 9.6888248 8.4744369 8.3467305 9.2351184 3.9131862 10.0469468 9.0655852 11.5846929 4.9442166 14.4669694 6.7990186 9.2859001 7.7160581 10.8346431 2.1969847 6.1969827 12.3861018 9.2256786 8.7819459 4.0334847 7.4929163 9.1677054 7.9442172 11.7236222 7.7250185 9.2240994 7.5033702 8.9727110 4.9131910 9.8273803 9.4597492 9.8934540 9.4258019 10.1260302 8.9190588 11.4448768 10.1428451 12.6718480 5.1969847 2.1969847 10.6422937 7.8653615 8.7047779 9.2798926 NA 2.1969847 2.3896219 14.3963050 10.5412791 11.3797322 2.8490585 4.6375581 10.8000797 11.5608051 5.3438235 7.4008555 9.8683979 10.3597342 11.0896345 10.7706034 9.8294592 8.2288322 8.4147677 11.2256786 4.1969847 6.5393760 NA 9.6422938 7.1038742 NA 9.6842491 11.5654897 8.1872897 9.6292267 9.2935100 NA 9.8864820 8.5342865 10.9036667 4.5990797 8.3754704 9.9258754 7.8854835 4.0900658 9.1344620 7.7070409 9.1428451 11.2141893 10.6238469 10.2104774 12.5698483 9.7227836 7.1038742 9.2098072 8.6657527 NA 7.2413769 10.6057678 6.8396850 6.6184472 9.5085693 10.9437374 9.5570464 9.8346431 12.8389059 11.2296193 5.9131910 10.8330899 8.9225490 6.2476086 9.8336079 NA 8.9365228 4.3438271 12.8949437 10.8799778 9.3568545 11.2441071 10.2296194 8.8158930 4.6375581 11.2184114 9.8116931 8.7183031 10.4360702 0.9746027 4.5990797 5.4981519 2.7115610 2.1969847 -0.6104332 8.9190588 6.8572333 9.0514064 8.2546503 7.6232480 -0.6104332 11.2745620 10.3754702 11.4251148 10.2491631 11.7808719 7.8367113 5.5794517 5.8138786 9.5905270 10.5738838 9.3099810 10.8998979 6.1709886 NA NA 10.6063741 10.3445516 7.5893006 1.9746027 12.0418011 12.4268320 10.6422937 11.1794961 11.4853550 -0.6104332 2.3896219 NA NA 14.3885272 6.6657523 8.9422975 11.7848947 NA 8.4064368 8.6446570 10.1200984 7.7776459 9.5794528 10.6244457 8.9783429 9.8273803 9.5176225 11.8959359 10.9594839 8.8592701 9.9632754 8.0796261 9.3839818 7.2225187 9.5482380 4.3787682 8.8289397 11.7191444 -0.2449600 0.0176840 0.2220600 -0.2460600 0.0118180 0.1051500 -0.0012473 0.1911700 -0.0317680 -0.2449600 -0.2449600 -0.2449600 0.0150520 0.0176840 0.2196000 0.2196000 0.2196000 0.2196000 -0.2444800 -0.2460600 0.1134200 0.1484600 -0.2509200 -0.2509200 -0.0012473 0.1168200 0.1166800 -0.2493400 0.1972500 -0.0109220 -0.0317680 0.000 0.000 0.114 0.114 0.000 0.000 0.117 -0.249 -0.249 0.197 0.197 0.191 0.191 -0.257 -0.257 0.000 0.000 -0.245 -0.245 0.104 0.104 0.103 -0.156 0.000 0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.117 -0.249 -0.249 0.197 0.197 0.191 0.191 -0.257 -0.257 0.000 0.000 -0.245 -0.245 0.104 0.104 0.103 -0.156 0.000 0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 10.2129956 7.0116801 7.9480489 8.4269281 3.2965161 9.8774684 10.2545883 10.0078210 8.3025178 11.5347485 10.2398151 2.1969847 7.0262534 10.9651675 NA 5.0043396 9.6351810 7.8854835 0.9746027 7.8572340 4.4770880 0.3896769 8.9613808 3.9745936 10.5626807 9.9575844 11.9649383 8.4850254 4.3438271 NA 1.9746027 10.1977880 6.2351182 7.7383564 -0.6104332 9.1528408 9.807481 9.365476 9.794770 10.622649 8.259993 8.788372 9.496845 5.272270 10.282930 9.527900 7.110728 10.525979 8.606374 8.704778 12.694978 11.809062 9.509866 13.219945 13.263937 6.103873 9.284446 9.795833 8.485025 10.656415 10.592364 13.739808 7.417534 7.944217 7.228832 NA 10.180791 6.665752 12.637852 9.470446 12.671848 8.033485 6.628033 11.999500 9.921010 4.637558 13.819231 10.770603 10.880980 12.910247 9.711556 4.913191 10.548869 8.004338 9.866375 7.707041 8.177531 10.106448 11.731147 11.752942 11.329942 6.144515 8.836712 8.000653 9.479741 11.892212 7.944217 2.196985 NA 9.362608 12.669529 10.759433 7.423051 10.005258 11.5272599 11.3181467 9.9575844 10.4757645 11.2256786 8.7070409 11.3615310 4.6750312 9.1969832 8.8011393 9.5214852 5.1175496 5.8974220 11.3021434 8.7471803 11.4404972 9.5843851 2.8490585 13.6300470 8.1658311 7.9092643 7.1840442 10.0883330 9.7328141 7.4981527 5.1175496 9.8169411 7.7294780 11.8421269 4.2476086 13.0193264 10.0226235 4.4340210 9.4543711 11.5576736 10.6831000 2.3896219 10.1486843 8.6819499 5.5794517 11.2456647 5.5990827 5.8814811 5.0620526 9.2935100 10.0198681 10.5614306 8.7883718 4.3896288 10.6057678 10.8602872 10.2374686 12.8949437 9.9689442 10.5800703 10.4360702 11.9691800 7.7733324 8.9307249 10.3924433 11.1775309 7.8032561 4.5151952 -0.6104332 10.6540709 10.7602176 7.9932549 3.7115610 8.4064368 7.3896279 10.3987571 TCGA-P4-A5EB 83 0 NA 3015 kidney stage i t1b nx mx male 2006 NA no NA kidney papillary renal cell carcinoma 18 NA white not hispanic or latino NA NA 1 5 3 5 4 4 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 2.947811e-06 1.040404e-06 7.56302521008403 22.6890756302521 10.9243697478992 37.8151260504202 21.0084033613445 8.3610586 10.8615089 11.1251294 10.3950637 10.5302464 6.4910049 0.1811662 10.0515913 9.0002640 -1.4039236 2.0264814 3.7254685 6.6074147 5.3643728 5.5269233 10.4095673 12.1803273 8.3759061 12.4858810 10.3680890 11.9196640 14.2895664 10.6786687 10.9763774 6.8393613 3.7254685 6.6351057 12.8387656 6.1886442 NA 3.1811503 9.8879333 10.2287278 10.6773374 4.2966263 0.9180809 9.0255936 9.2800588 9.0391304 7.8250058 4.6405804 8.6994746 9.8821671 10.5798931 4.3775472 9.3069933 9.6535018 9.9981330 8.8734743 7.0719203 7.8393606 2.4035404 8.9404827 9.9164233 11.2298634 7.5961868 0.9994228 11.1531240 2.8838163 8.5978905 7.7020958 3.2966336 10.9315773 8.7007858 6.4099679 10.5878044 3.9181190 5.7760961 10.9717043 -0.4037327 12.0049147 10.2081339 3.1197546 2.4035404 9.1039717 12.6689057 10.6227104 9.1764455 6.2756664 16.2199684 9.8488523 8.2668432 12.7460928 4.4290803 8.4019308 7.5030776 10.5565510 2.4035404 13.5328249 2.8380239 8.4078987 8.7497391 6.1960995 9.0709069 5.1507749 9.5489282 9.1849016 12.6169065 7.3577385 14.5354849 4.6185558 9.2749896 6.8393613 11.3972890 NA 6.0637920 14.3316372 13.1124410 7.5933665 3.0556122 7.4353911 10.5243351 10.3082840 11.0297723 8.7573187 8.1736157 9.2686122 9.0769772 -1.4039236 9.8086833 7.9271036 9.7060176 10.0520278 8.9449149 8.8919559 11.8280471 9.1773876 12.3760089 1.7661287 2.2966336 10.7579486 10.1015024 9.4187577 10.3754960 NA 3.3510770 -1.4039236 13.6473959 13.4762966 9.0525414 14.2436173 8.7318963 10.1138564 11.3912119 3.1197546 7.7047115 3.4035404 11.0678621 10.4091665 11.1013286 10.5019500 8.1314624 8.0617535 10.6157777 2.0556122 -1.4039236 0.1811662 8.4448099 6.2543975 NA 8.3460563 12.6978344 10.1956349 9.6501127 9.2957593 0.9180809 9.6364767 7.6296102 9.4267497 9.5247053 8.2597451 8.4955437 4.9885029 3.6678694 11.0124567 8.0161469 11.5814953 10.9019637 8.3376540 9.0276846 13.2999283 9.1039817 9.8571064 8.6555314 8.8056404 -1.4039236 6.8999671 10.1970290 4.4839576 9.6171460 9.6039150 11.5766836 9.4734712 10.5083278 11.8972544 10.9782705 2.5030688 9.6220187 7.1954303 4.0556208 6.6994753 0.5961719 7.0800031 6.0055774 12.3351236 11.0331587 10.0673541 10.6723345 11.3213401 8.7254699 0.1811662 11.3385048 9.8925296 8.4879706 10.3258077 NA 5.4541693 4.1811503 3.4541627 10.3726200 1.7661287 10.8887961 1.7661287 7.1430811 5.1197504 NA -0.4037327 10.6126470 10.8111131 11.4694388 10.7522700 11.2353015 10.6275436 8.8428802 7.1833644 9.0463672 10.9644206 9.8931031 11.4877808 6.8056407 NA -1.4039236 9.5982988 8.8988260 8.0576663 -1.4039236 11.7201466 9.8676500 9.3460565 5.4995876 10.4891092 -1.4039236 0.1811662 0.5961719 6.1430811 13.0702731 7.3610586 8.7433918 11.2237208 NA 9.0034547 9.3721100 11.0367966 5.7047115 9.6889440 10.8905205 9.4657809 8.7433918 9.3668509 11.9660569 11.2309980 9.7131806 11.0980241 7.3643711 9.9321355 3.2966336 9.2791815 4.1197463 5.4665521 10.7063440 -0.01862800 0.45905000 0.00000000 0.49009000 -0.00373950 -0.02862800 -0.01739100 0.50411000 0.13524000 -0.01862800 -0.01862800 -0.01862800 0.45905000 0.45905000 0.00000000 0.00000000 0.00000000 0.00000000 0.00059351 0.61480000 -0.21164000 -0.02890100 -0.01519100 -0.01519100 -0.01739100 0.48389000 0.50741000 -0.01422800 0.50116000 0.00930980 0.13524000 0.000 0.000 0.484 0.484 0.504 0.504 0.507 0.000 0.476 0.501 0.501 0.504 0.504 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.666 0.666 0.000 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.484 0.484 0.504 0.504 0.507 0.000 0.476 0.501 0.501 0.504 0.504 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.666 0.666 0.000 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 9.354410 6.740845 6.776096 6.938173 -1.403924 9.672334 11.907793 7.439951 11.022452 11.741685 10.689935 5.936037 6.232812 9.757319 2.055612 6.478829 10.569884 4.988503 NA 7.293154 2.296634 NA 8.167939 7.055619 10.797423 10.409567 11.111973 8.080003 -1.403924 NA -1.403924 10.377137 6.699475 9.471936 NA 3.454163 8.989577 9.950987 9.551110 8.522483 8.991721 9.204442 10.559806 3.503082 9.909070 9.809899 7.559083 3.351077 9.348568 8.146934 13.930181 10.523224 9.537968 13.460180 11.670997 6.013534 8.227364 9.486451 7.272144 9.859456 2.503069 12.778969 4.377547 11.200277 NA NA 10.790328 7.656883 11.722085 8.652825 12.376009 8.603214 8.377547 9.059711 10.190045 8.731896 13.875290 11.101329 11.306348 12.791790 10.493276 NA 11.052285 9.279182 10.494788 8.016147 7.506080 9.858869 12.346371 7.351074 11.158668 5.181150 5.550384 8.141151 11.680497 12.245331 9.918712 -1.403924 NA 8.970140 12.635620 10.820783 6.815355 10.651808 11.1324342 12.5434586 10.4095673 10.3680890 10.6786687 4.0880398 7.5416310 3.4035404 8.9438082 2.4035404 9.5342963 4.3775472 7.8908078 12.3204855 10.6899346 11.4879706 9.2053656 1.1811662 14.1798280 8.0277053 6.5848723 7.5070993 11.1423579 6.2826881 9.0308153 8.7007858 9.9011085 9.2606343 10.5919541 6.3510753 8.9820492 6.2108973 3.8056433 11.3187811 10.8653136 10.2108968 NA 10.6912543 9.7338185 NA 10.1965645 6.1353461 9.2436453 8.2615228 9.2957593 10.3286978 0.1811662 9.1923767 0.1811662 10.1970290 10.7642322 10.4338149 12.3351236 10.7322168 11.7245035 10.3258077 10.6453548 7.6541784 7.1622413 9.8781170 8.8500343 0.5961719 4.0224477 2.1811344 7.8417398 10.3683159 9.3775468 -0.4037327 9.0034547 8.9338090 10.8667742 TCGA-P4-A5ED 51 0 NA 2816 kidney stage i t1a nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 2 1 1 3 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161616e-07 1.734007e-07 11.7647058823529 35.2941176470588 23.5294117647059 23.5294117647059 5.88235294117647 9.3347381 10.1609906 5.2164083 9.8276496 8.8206886 8.8888330 0.7138717 8.4541603 7.9103045 0.1289532 3.6430712 5.7436550 -0.8711787 9.0947293 8.9791316 10.8636546 11.8517524 NA 8.4027405 9.2774215 12.6685884 9.6439253 11.7889408 10.6844927 11.2299357 4.9103057 4.9362987 13.1176296 5.8431899 0.7138717 6.1062248 9.5562577 11.0813222 10.7427343 4.9618363 4.0358350 7.5760285 10.3316809 12.2957357 9.2230226 6.2269766 4.4508747 8.7764034 10.3444779 5.6681049 10.9896440 4.1733353 8.6681039 9.1090844 9.4721307 8.9443282 6.5039847 13.2998089 11.3878053 9.7951689 7.7325711 3.9869297 11.3869220 -0.8711787 8.8119395 8.3261616 3.2164083 9.4665668 8.7978298 8.3162969 9.5351500 1.4508549 9.2491829 9.0478083 1.7139157 11.7594396 11.1183394 NA 5.9362987 6.1513129 10.7464124 9.4576199 8.3456909 10.4974514 14.6668003 8.8345772 7.7473303 9.1869365 4.3383959 9.8224319 7.8328483 14.3936807 -0.8711787 11.3930943 3.5883728 9.9367988 6.5635731 7.3335159 7.8938166 NA 10.4027405 8.2452889 10.2850280 5.1733393 12.4530256 4.6525094 10.0775093 9.7700935 10.8354409 NA 5.7288565 9.3768725 7.7691899 9.6969010 6.2582287 7.2374691 13.0437038 8.6505452 10.7500810 7.3335159 7.9233608 7.7978301 7.0478077 5.4508714 9.4178110 10.6092303 10.3986561 10.2230226 10.9539037 7.9362999 11.8294822 10.1211751 12.8458715 1.7139157 4.1289450 10.3810190 6.2269766 9.4039055 9.3444779 1.7139157 3.8293828 3.2164083 12.3660055 4.0358350 11.1467972 2.8293828 5.2164083 10.9439278 11.3730114 4.3768738 8.2530660 6.4050700 10.2328883 11.5148073 10.7044842 10.1869367 8.4643354 8.8670371 10.8163206 -0.8711787 NA 5.5212612 9.9507189 2.9363081 NA 10.5023539 11.7887179 9.3063646 9.8661923 9.7583015 NA 10.2203803 8.4395579 11.2044374 3.6525094 3.1289367 10.1408710 11.1471451 4.8568662 7.2736035 6.6046778 10.3511360 10.6087252 11.2514494 9.6787778 12.7233862 9.0522724 7.3138199 9.0388381 8.9791316 NA 8.5780937 10.8276496 2.4508813 6.9103045 10.9245788 9.2504784 10.7477893 10.7669282 11.0123519 11.1433141 1.4508549 9.3432641 8.7288392 5.1950326 9.8720963 0.7138717 7.9523120 3.5883728 11.6406976 12.2601588 8.6287907 9.7082609 10.1896409 9.0729250 NA 11.0258525 9.6157799 9.3697363 10.2394282 0.7138717 3.5883728 6.2988691 1.9362893 NA 3.2164083 9.1019247 NA 10.2511258 6.6227210 NA -0.8711787 10.8954738 9.7799965 11.9403196 10.2608018 11.5896568 8.1119385 6.3088541 4.4730660 11.8215604 10.1842273 8.5362126 11.3535496 NA NA NA 10.8788144 8.4166574 8.8855012 NA 8.2633711 10.1950342 9.6583756 10.8180606 10.4292975 1.9362893 3.0358350 NA NA 13.4631484 5.2786910 8.6642204 11.4587413 NA 8.2963629 7.8013702 9.5687758 7.4327256 10.8846671 9.9176633 9.1664918 9.6446448 9.7157848 11.5134589 10.3685435 9.8380287 9.9570814 8.8293847 9.2124242 4.2582249 11.4218417 4.1289450 9.7214019 11.4367150 -7.2225e-01 0.0000e+00 9.5883e-03 1.3863e-04 -5.5375e-03 -1.8014e-03 -6.1593e-03 2.7745e-03 -1.1132e-02 4.4411e-03 4.4411e-03 7.6392e-03 0.0000e+00 0.0000e+00 9.5883e-03 9.5883e-03 9.5883e-03 9.5883e-03 -3.1859e-03 1.3863e-04 -2.2168e-03 -1.8014e-03 2.9133e-03 2.9133e-03 -8.1966e-05 1.6642e-03 -1.8014e-03 4.1593e-04 4.2210e-03 1.2511e-02 -2.1971e-02 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.7790991 7.3286175 7.2582278 8.2684962 1.4508549 10.1457532 8.7691899 10.2054199 9.6406976 11.9898263 9.6016358 NA 5.8568662 10.3517398 2.2988636 4.0358350 8.4576197 11.1471451 NA 8.0743888 6.8154461 4.3768738 8.4027405 9.2900769 11.5150769 10.8636546 10.6026659 6.2684962 0.7138717 -0.8711787 3.9869297 11.6615444 6.2786929 9.0222466 0.7138717 9.1526993 9.1760689 10.0023890 9.4776731 11.4129014 8.9298448 8.6046785 9.2569392 2.8293828 10.4570589 8.4598619 7.0478077 6.1062248 7.9523120 6.2684962 11.6566663 10.2969902 9.0403369 13.5707868 12.6230505 4.7436550 11.8066646 9.2659361 9.0831413 10.3304562 6.9362999 13.2778187 4.5552088 9.1760689 7.7942807 1.4508549 10.0425824 6.8636548 13.2026681 10.2335437 12.8458715 8.4508731 6.6127609 15.4314589 8.3187696 5.2164083 12.3817582 10.7044842 11.2210414 11.3224703 10.3998242 1.9362893 10.5940011 7.9775679 10.4853969 6.6046778 8.0085283 9.6416855 11.3556582 8.8311175 9.3200042 4.8013708 7.4463571 7.9135800 9.0773122 11.9192934 9.2543583 0.1289532 NA 7.7362754 11.6102398 9.9308068 7.8189432 9.3444779 12.1349203 11.0429562 10.8636546 9.2774215 11.7889408 6.9869263 9.3517398 2.4508813 9.4654515 5.5883758 9.1882894 5.6681049 1.1289532 11.7304836 7.8904959 10.4457921 10.2562944 4.0831453 14.1423112 6.6359473 6.9806937 7.0115884 8.7728012 9.3432641 3.3768738 6.8154461 9.2951079 7.5212620 11.0500420 6.7214014 10.8720963 6.1513129 6.5718891 10.6690729 12.1632281 10.6608137 0.7138717 11.3283106 7.4327256 2.9363081 10.4021578 3.5212644 5.4327256 5.4508714 9.7583015 10.8325933 6.6207975 7.5965506 2.4508813 10.8276496 10.9919696 10.1767505 11.6406976 8.2137531 8.2761500 10.2394282 11.5749944 5.9491240 9.8645010 10.7491647 10.1275354 NA 1.7139157 NA 8.9152146 11.8160253 7.6046785 2.1289532 8.2963629 7.8397512 9.9657843 TCGA-P4-AAVK 74 0 NA 1590 kidney stage iii t3a n1 mx male 2010 NA no 100 kidney papillary renal cell carcinoma NA 1951 white hispanic or latino NA NA 1 5 3 2 4 4 1 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.919503068 10.229387962 10.156435299 10.122618627 10.115451164 6.589320066 -1.341537139 7.778951026 8.124149752 -1.341537139 -0.007956724 3.612777105 6.459484079 6.406776442 6.182146020 10.324807454 11.935289493 6.756615030 11.520252019 9.428421313 11.988379821 15.026590069 11.169100413 10.756944630 7.386504031 4.465935296 7.072211940 10.514619877 4.182144033 -1.341537139 3.906515446 9.719954664 10.050900925 10.307839689 4.084846647 NA 9.064788564 9.463521104 9.777524593 7.265914102 6.280635308 8.780117149 9.273293249 11.479759553 1.243547227 9.695443897 7.982763752 10.607315702 8.601098117 8.213172281 7.201615239 3.465935296 10.264525875 10.056258094 10.450967070 7.372829373 -1.341537139 11.322070441 0.243547227 9.186060494 8.707070219 2.658577110 11.618947466 9.569226190 8.234122855 9.726925196 -0.341354346 6.174282566 10.711151486 -0.341354346 11.187281731 10.463521104 4.016139703 6.101526121 9.452178630 12.723494611 10.801328763 9.557940373 7.309635508 16.052635799 9.888603843 7.805788361 10.347270894 3.868034798 9.185082808 7.232230954 10.589690279 4.635864649 12.345084014 3.009078389 8.015277328 9.417639470 7.130258567 9.207405333 1.980500635 9.850876290 7.838168961 13.588720186 7.287940423 15.048500114 5.798136078 9.415523341 6.985013074 12.384908079 NA 5.516563620 13.435941548 13.036404048 8.661398316 6.109795141 7.669810564 10.105666686 9.077490300 10.640150742 6.669810564 6.658582822 9.034708740 9.456244951 -1.341537139 10.109279191 8.293394396 10.625088899 11.010074876 8.735398969 9.005097336 12.012088736 9.458674415 13.667887259 5.669811981 1.828509727 10.322141553 9.836656980 9.557940373 10.625809737 NA 2.359015070 0.658554261 14.346232535 11.720629595 9.902352502 13.189538400 7.969195972 10.558318056 10.865597809 2.906505826 7.580424407 6.606949984 10.233649992 11.034708877 11.496095140 9.650105375 9.308737650 8.946295741 11.104632888 3.359029131 1.980500635 3.465935296 9.527406042 4.787866002 -0.341354346 9.397520195 12.087597856 11.233886323 10.374545484 8.848407928 0.980537192 9.036878300 8.097375349 9.935365156 11.238606440 3.828509727 8.325694919 5.101528222 4.808328413 11.980934162 7.787866655 11.858869075 12.611142726 9.554158665 9.486720004 13.462058762 8.952055112 9.606950724 8.985013074 7.955499964 NA 7.228438731 10.333217083 2.814816995 11.015954046 9.770371195 11.016959930 9.632998104 10.514230675 11.489098678 10.550367210 2.565475321 10.679216256 9.537086552 3.302436041 7.239783717 NA 8.750018884 5.273292083 12.869026524 11.413470959 9.496211460 10.170830159 10.843768610 9.308737650 2.118027423 11.153941342 9.188989827 8.118014960 9.844697762 3.359029131 6.798134782 6.547326432 4.168914761 5.316793796 4.868034798 11.025452089 1.465922239 7.513452056 6.033623423 NA NA 11.645847492 10.862237346 11.248234647 10.555294295 11.196772388 10.777848876 8.009522414 6.316294205 8.172310988 10.251974547 10.036336284 10.418471644 4.635864649 NA NA 9.927710121 9.358156007 8.031448683 1.658599958 11.101786034 11.277886442 9.806424438 6.110041625 9.367667228 NA -0.341354346 2.359015070 NA 13.831753078 6.439943885 8.473966669 10.435427743 NA 8.763182151 9.742508182 11.687525501 5.887400979 10.219871421 10.490286622 9.750679857 8.672603900 9.160420566 11.367236287 10.825687936 9.789797381 10.982201229 7.284292026 8.753980523 6.084848772 8.888603843 3.976180308 5.437973400 11.396253322 0.00263570 0.00708260 -0.01785200 0.00444110 0.70232000 -0.00387790 -0.02129500 -0.01711600 0.10244000 -0.01009400 -0.01009400 0.00263570 0.00708260 0.00791750 -0.01147300 -0.01704500 -0.01704500 -0.00092963 -0.80236000 -0.01285100 -0.00027724 -0.00387790 -0.00733390 -0.00733390 -0.01642900 -0.00830050 0.00305220 -0.00705760 0.66346000 -0.03830600 0.10244000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 9.4851319 7.8508763 7.4168068 7.3717296 0.6585543 9.2246375 10.9543524 7.5769098 10.1708302 11.3028927 11.1742833 7.1860607 5.8384930 10.2232093 5.2837070 8.9253699 11.3663740 5.1015282 NA 6.6358632 5.3450841 -1.3415371 8.5774466 6.9714665 10.9430751 10.3248075 11.8205184 7.1504368 1.4659222 NA -1.3415371 10.6014645 7.3485812 9.1066998 1.2435472 5.9253705 8.5534012 9.6493965 9.2815504 8.9312132 8.4883061 10.3318925 9.9005666 3.9065154 9.7579313 9.0700944 6.9159714 3.8680348 9.4050978 4.2435472 13.4408139 11.8305421 9.0238123 13.3424553 13.0616621 5.6472685 7.6864893 9.6961303 7.5594505 10.0122816 3.0509021 13.2093904 4.8083284 9.8539557 2.3590151 -0.3413543 11.0092465 6.7084314 12.1279709 8.3310087 13.6678873 8.8096000 7.8849959 7.2131723 11.2726031 7.9691960 13.7965752 11.4960951 11.0457930 13.0084867 9.9082895 0.6585543 11.2526748 10.0012138 11.1035983 7.7878667 7.2170038 9.7891541 12.6384552 8.3503271 11.3728290 4.5654753 7.5442798 7.2284387 12.1498103 11.8865002 6.6358632 NA 0.2435472 7.7111514 12.6747824 10.6076624 6.2131723 10.7199547 12.0081412 11.7053665 10.3248075 9.4284213 11.1691004 4.2732921 8.3380638 3.9439869 9.3015378 4.4399422 8.9241985 1.2435472 6.8134016 12.1141663 9.5907983 11.0287260 9.2668383 2.7460547 14.9977202 8.6835291 6.7029775 8.4358882 11.8214468 7.3345406 2.4659484 8.7981348 9.9560729 10.3607475 11.3696051 6.6415764 9.8993747 7.6557633 1.9805006 11.9761374 11.1826354 10.7067297 NA 11.1151945 9.1742833 2.8285097 9.8813783 6.3239194 8.4787623 7.4659386 8.8484079 9.5013973 0.6585543 8.7043432 2.8285097 10.3332171 10.5903293 10.8425289 12.8690265 11.9374685 11.9900603 9.8446978 10.5208334 8.0006581 7.0722119 9.7206296 9.6380087 NA 4.7460440 NA 8.3485817 11.5074900 8.5922743 1.6586000 8.7631822 9.1454184 10.8948967 TCGA-P4-AAVL 85 1 487 NA kidney stage iii t3b n0 mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 1 5 1 1 4 9 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.8751510 9.6617389 7.8200008 4.0767728 10.2132103 8.7963885 8.0689142 9.2848729 3.1381755 5.8930636 9.1605449 3.9455328 11.1884791 11.1866638 6.6927661 6.6084973 7.9497333 12.2864416 9.9228118 9.5630431 8.8176572 16.0151415 9.5044992 6.9019421 8.8886048 4.7231380 9.4266585 8.9433834 11.9524924 8.9129639 12.8122220 5.3468505 9.3372767 9.8501306 6.6193030 9.1173639 -0.4467378 10.0410544 8.8478350 10.9615442 6.4839512 13.9912675 6.8386165 9.6647674 7.6617389 10.0440654 1.1381591 6.3345736 12.5295996 11.1766387 9.4510598 1.5532130 7.2605733 10.8489833 10.2666009 10.9118656 7.4898528 7.1154568 8.2467012 9.1020363 -0.4467378 9.6708575 8.8841314 9.4312653 10.9024956 10.3725952 8.6353633 11.8650479 9.9390768 14.7374312 0.5532622 -0.4467378 10.7705664 8.2984182 9.5390564 9.3701981 NA 1.1381591 1.5532130 14.2001106 10.3492540 11.0269202 9.5376329 4.8386190 10.3155965 10.8975104 2.1381919 7.9920064 5.1078050 10.4010547 10.1049226 11.1947921 10.6293620 9.3247040 6.2114250 10.4119725 5.9107662 3.3605750 4.2536565 9.6152605 4.9455328 0.5532622 8.7405664 11.8100128 9.2238707 11.9977117 8.8293387 0.5532622 9.9433834 8.4143013 10.8966389 5.5074109 2.8751510 10.1154569 5.7029622 5.0450672 9.2980484 7.1605451 10.8472607 12.9037393 7.6193037 10.0075137 12.4870895 8.8316638 8.9647255 8.6353633 6.0450672 NA 8.0689142 10.6863567 1.5532130 8.2303702 9.3573455 10.2096393 9.9742273 10.3280015 12.0872741 11.0520636 1.1381591 10.6876408 9.7936719 3.5532130 9.5741944 1.1381591 7.8569950 4.5074078 13.1063637 10.6373585 8.8106022 9.8466861 10.9363787 8.9085656 0.5532622 11.3368062 9.3280014 7.7430389 10.4297313 4.3080987 5.7029622 8.1039613 5.8994633 7.0845958 3.7231435 9.6734524 0.5532622 8.5503940 6.5430349 NA 1.1381591 10.6226642 11.1159338 12.2519191 10.7590077 12.3396883 6.6406773 6.4358569 6.0591043 9.4616071 10.0904328 9.0309727 10.6565023 2.5532130 -0.4467378 NA 10.3039215 9.3263538 9.7193775 4.2536565 11.0228562 10.3955648 10.7405665 7.8295249 9.7306340 0.5532622 3.1381755 1.5532130 NA 14.4601520 5.1970712 8.3701979 10.3304698 -0.4467378 8.5811203 8.6166095 11.9301537 8.4540813 10.3709976 10.2938384 8.9731747 10.1135472 9.4824728 11.2247555 9.5630431 9.5616431 10.3263536 7.8930642 9.6044233 4.7626677 9.5333541 3.7231435 7.5425235 12.3979202 -0.03531200 0.00777830 0.72962000 0.00152550 2.08570000 0.78466000 -0.02657700 0.81474000 0.10309000 -0.00843850 -0.01953300 -0.92488000 0.00777830 0.00777830 -0.00882670 -0.00882670 -0.00882670 -0.00882670 -0.04224500 0.90553000 -0.00055444 -0.08439500 -0.90783000 -0.90783000 -0.03564400 -0.06614300 -0.08413000 0.02473000 0.01936300 -0.09353500 0.10309000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.906 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.906 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 10.4304985 6.3861039 6.7231394 8.2628498 NA 9.9836670 9.9805273 6.6290681 8.3014075 11.7459634 9.6139104 6.3345736 6.5755816 10.5247580 1.8751510 7.5700226 10.6226642 5.7029622 NA 8.0289481 6.2536546 1.1381591 8.2042659 7.9325927 11.1694600 10.1456715 11.2804117 6.1230702 0.5532622 1.1381591 2.8751510 10.4765419 7.5811207 8.8386165 NA 6.4839512 9.153127 9.814134 9.961544 10.940155 8.738090 7.613910 9.962605 1.553213 10.305595 8.331291 7.454081 4.308099 8.350876 7.028948 12.489484 11.686999 9.292995 13.466104 12.982490 5.076777 9.480992 10.611883 7.843233 10.459353 4.682500 14.275969 6.308102 9.281135 5.253653 3.801138 9.316427 5.702962 12.527270 9.478027 14.737431 8.243213 6.630030 12.934622 9.274314 4.838619 14.662515 11.194792 12.012134 12.535317 9.705499 2.360561 11.641340 9.964725 9.745507 7.160545 7.564441 10.244085 11.901389 7.472077 11.394386 5.483951 8.408083 8.740566 10.168844 12.354114 8.324704 1.553213 NA 8.863827 11.893621 10.751709 8.080691 10.118317 11.5675837 12.0821569 10.1456715 9.7393287 11.2353312 5.8011431 9.9982292 3.5532130 9.5304943 4.5532130 8.5783538 8.1789232 8.3669958 11.8714719 8.4601049 10.9768556 9.4735674 2.5532130 14.4117297 7.8477433 6.8200015 7.0721433 9.2879240 7.0370307 -0.4467378 7.5866372 9.8683641 8.7080327 11.0708838 4.3605680 9.6565023 8.0570403 4.6406788 10.6617389 11.4381481 10.6219927 1.8751510 11.1775530 8.8363029 1.5532130 9.7723830 1.1381591 6.1825711 6.5644422 8.8293387 9.4323381 3.3605750 9.5518050 1.1381591 10.6863567 10.9847120 10.0943110 13.1063637 10.2203260 10.1586940 10.4297313 11.0757960 6.3733942 8.2006731 10.6286936 10.6921261 NA NA 4.2536565 8.7940057 12.3029289 8.2362089 NA 8.5811203 7.8706273 10.8524225 TCGA-P4-AAVM 69 0 NA 1539 kidney stage i t1a nx mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino NA NA 1 5 3 2 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 6.936026e-07 11.3207547169811 18.8679245283019 15.0943396226415 26.4150943396226 28.3018867924528 8.7386567 10.3316454 11.1162394 12.6348435 10.0102174 5.4227510 3.6451483 8.3321655 8.6675125 NA 1.7135639 3.0077158 8.4152187 4.0077158 4.5382277 10.1057471 11.7196687 7.2640550 10.3952537 9.2703318 11.2418671 14.7594329 11.4524998 10.6265083 6.7685271 4.2972208 7.0276141 12.2049317 4.6451425 NA 3.1597261 9.8207835 9.8504146 10.3445934 4.0857136 NA 8.5277878 9.1887290 9.3316454 7.4000324 5.3923793 3.1597261 9.3942961 10.9371378 0.8377818 11.4982316 6.5520358 10.9092524 8.6864130 8.5691090 7.0857178 2.4227443 8.8377900 9.6895391 10.1415707 7.0077147 NA 11.4759860 0.8377818 8.2214943 7.7506795 NA 11.6946045 9.1909368 8.5031257 9.4964120 NA 5.4524999 11.0720086 NA 11.0133395 10.8559902 2.4227443 NA 8.2342661 10.7484327 11.1358525 9.0496781 5.8377894 15.7943703 9.8944276 8.0666086 10.5485964 3.5382277 8.3256302 7.0951776 12.0466340 1.4227712 12.8277166 -0.1621375 7.7429366 8.2848731 5.5102151 8.8930724 2.1597261 9.3633108 8.3613521 12.8406050 7.0569585 15.3704034 3.7446778 9.9070920 7.1687072 11.9606180 -0.1621375 4.9252542 15.2936630 12.7773692 7.8377900 4.5926783 6.9976616 10.8179295 7.8767091 10.5691090 2.8377818 7.0077147 8.2931171 9.0642022 -0.1621375 9.2931171 7.8264748 11.0797731 10.2471809 8.2724180 8.8876386 11.5276482 9.4189906 12.4602994 1.8377818 4.8821833 10.3226129 10.2674791 9.0809641 10.6555731 NA 1.4227712 -0.1621375 13.7674182 7.7566531 9.4726011 13.4543388 8.3769489 10.2692875 11.4283770 1.4227712 7.6769937 3.5382277 10.2514179 11.7008147 11.8017337 9.6125770 8.6289529 9.1115856 10.4607569 -0.1621375 NA 0.8377818 8.9384522 2.8377818 -0.1621375 9.4488147 12.2590659 9.7219604 9.6515711 9.3633108 0.6777112 9.0226652 7.7626026 9.7132014 13.8656960 5.3613508 8.3534896 4.1597180 2.4227443 11.5926774 8.6322057 11.0957670 10.8559902 7.6515713 9.3981229 13.3376359 9.5119823 9.6675127 9.0152096 7.0276141 11.2992694 6.3296439 10.2503598 -0.1621375 10.5570505 9.2745014 11.2833222 9.8035742 9.6515711 10.9875371 10.4218129 2.6451483 10.3455847 8.0858596 3.2972208 6.8930721 NA 5.9463145 6.5102151 12.5845142 11.6651326 10.6722610 10.3094652 10.5682601 8.9824483 0.8377818 10.9209900 9.4653238 7.4302468 10.6840638 1.4227712 5.3923793 4.4227510 8.1864297 7.2128290 NA 11.3074318 0.8377818 6.3135234 3.3296403 NA 0.8377818 11.6216067 10.5884969 10.3942960 10.1909368 11.1168201 11.2807335 7.4377030 5.7774855 7.1506734 10.1909368 9.7536694 9.1953419 9.7461826 NA NA 10.1787527 9.2106550 7.8150701 6.9567316 9.7536694 9.4924261 8.9038791 5.8445363 10.2439950 NA NA NA 9.1347061 12.7493692 7.2640550 8.9644945 10.5251657 NA 9.3827543 9.1396749 10.8363804 5.7685284 9.4076455 10.9573796 9.8006859 8.9747811 8.8767091 11.2572235 10.5546094 9.8849138 10.8035742 7.2556424 8.3013142 2.8377818 8.5520354 4.4227510 7.4479288 10.6467542 -0.00083160 0.00805670 0.84534000 -0.00657980 -0.00401620 0.00166420 -0.00664320 0.00652620 0.07239600 -0.00083160 -0.00083160 -0.00083160 0.00471900 0.02595200 0.84061000 0.84061000 0.84061000 0.84061000 -0.00526100 -0.00328620 -0.00096770 0.00166420 0.00303640 -0.00013862 -0.00664320 0.00485790 0.00444110 0.00000000 0.83900000 0.00833510 0.07239600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8064568 6.9875369 6.8490172 7.6160643 NA 9.2619562 9.6879768 7.1322272 9.5207846 11.3765173 10.9869019 NA 6.1045757 9.8615443 0.9752633 8.4152187 10.5605975 4.1597180 NA 6.4076451 1.8377818 NA 8.3296430 5.8821833 10.9861458 10.1057471 11.3773802 7.5102151 -0.1621375 0.8377818 NA 9.6435339 7.5031261 8.9593236 NA 3.5382277 8.4227523 9.9397656 9.6611572 9.7189039 8.4634986 10.8363804 9.6370715 3.7446778 9.6643385 9.9279024 7.0077147 2.4227443 9.3885368 2.6451483 13.4787127 11.1563328 8.8264748 12.8568594 13.7631590 5.6191489 9.0642022 9.8587699 7.3846845 10.0226653 1.8377818 12.5822034 1.8377818 9.4283769 NA NA 11.0916374 7.8656962 12.1205888 8.0276147 12.4602994 8.9644945 8.1731804 6.4671458 11.3885367 8.3769489 13.3948946 11.8017337 11.1495383 12.8273619 10.0557477 NA 11.1318363 8.7948921 11.1179808 8.6322057 7.8434142 9.7310916 11.9948210 6.7803048 10.7356354 3.6451483 6.4076451 5.9875369 11.7375245 11.9129348 8.4076455 NA -0.1621375 7.7566531 12.2946577 10.5948882 5.9875369 10.4123834 11.5763045 12.0785813 10.1057471 9.2703318 11.4524998 3.0077158 8.0617919 4.0077158 9.2128295 2.4227443 8.9619112 0.8377818 8.1185606 12.8102277 9.3827543 10.6370716 8.9593236 2.1597261 14.1539300 6.4807805 6.4076451 8.8440881 11.4995681 5.7919859 1.4227712 9.1045765 9.9463145 9.2380505 10.8971344 6.8490172 9.1208783 6.1231923 -0.1621375 11.9960841 10.9404219 10.2879702 NA 10.3933377 9.0928184 1.4227712 10.0892724 1.4227712 8.7204331 7.4524999 9.3633108 9.3754743 0.8377818 9.2848731 -0.1621375 10.2503598 11.3241222 10.2859063 12.5845142 11.7674182 11.8872982 10.6840638 11.0325468 7.5520358 6.2128300 9.8670771 9.0201844 NA 0.8377818 NA 7.7446805 10.7668634 8.9515321 NA 9.3827543 8.8293117 10.9495777 TCGA-P4-AAVO 69 0 NA 2400 kidney stage i t1b nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 2 4 4 1 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.5636859 10.2831336 9.4297314 10.8164678 9.6797097 5.2559010 3.8983535 9.1735899 8.2559020 0.8983245 4.8682818 4.1462805 7.8052402 6.0276340 6.1462785 8.9290172 12.3282797 5.3902034 10.1367547 8.9963820 11.7578847 13.9119631 11.6113068 10.5610183 7.0980226 4.2202758 6.4061438 12.6143119 3.7057015 NA 4.4219100 10.5267955 10.1367547 10.2679473 4.4219100 0.8983245 8.8525464 9.4297314 9.6262703 7.1271690 4.0682753 2.7057126 8.7344004 12.0247318 8.3536770 7.9039746 2.2202680 12.1271686 7.4452442 8.1837520 7.2021307 NA 9.7500990 10.0732756 10.1102382 6.8525457 4.1462805 11.0967950 1.8983632 10.3225162 7.9481984 1.8983632 11.6980363 9.2602936 7.9590456 10.3257361 -0.1015981 4.8525482 10.6482193 0.8983245 10.6220109 9.8597995 5.8290884 9.6364421 8.3902029 9.6632215 9.7121311 9.9884623 6.8641341 14.8869459 10.8082430 7.8525464 10.3151474 2.8983438 9.1126691 7.0480967 10.0670221 2.7057126 12.4771943 3.3577772 8.1070235 9.9358968 8.4945396 9.6381305 -0.1015981 9.4795505 8.2820542 12.4411400 7.0782586 14.7829440 3.8983535 9.2355035 8.4021756 12.0850832 NA 6.4529380 14.6349633 13.0638851 7.8349880 NA 7.9207179 7.6927661 9.6279706 10.5222315 7.2292668 6.5277069 8.2066891 8.5313452 NA 8.7961954 5.5130612 9.8320406 11.3669740 8.9427441 9.5900935 11.7522247 10.7024809 12.2470781 4.0682753 NA 11.2520481 10.2712150 9.9331489 9.1627926 NA 1.4833128 NA 14.7901336 11.9025704 9.2112330 9.8713297 5.4833128 10.7648562 11.6829848 3.7057015 8.4452446 7.8583516 9.9413772 7.5987895 11.4945164 9.2885189 8.4833124 6.2202777 10.9053772 2.4833128 6.3577807 4.6532378 9.9165501 4.1462805 NA 6.9644391 11.7165326 9.9724913 9.3308918 8.0531678 NA 8.6698393 8.6992497 10.8822770 12.0013098 7.6665343 9.4394465 3.5987939 4.5422085 11.1762185 6.6532378 10.7717941 11.1627925 8.6599010 10.2426459 13.5496259 9.2359718 8.3495612 7.9481984 9.6039823 0.8983245 7.9372691 10.1651365 NA 9.2234754 9.9536324 10.7320307 10.2315053 10.2960245 12.6567814 10.6540721 0.8983245 10.6448643 9.4231659 4.3577842 8.2337405 NA 8.0931069 3.2202835 13.2388955 10.7241038 10.1663070 10.7256926 10.6992498 8.8583519 NA 11.5750343 9.5313452 8.5636859 9.8799172 5.3902034 5.5130612 1.4833128 0.8983245 9.3371417 0.8983245 10.9522758 7.3659558 5.1078050 7.0898530 NA -0.1015981 12.0822954 11.5299817 11.0140439 10.6739602 11.9841543 8.8022317 5.3246162 6.1804184 7.8927031 9.9317729 9.7563310 10.2191505 3.5987939 NA NA 9.6039823 9.7563310 7.1557381 NA 10.2055507 9.7748669 10.4336253 7.7561446 10.5547747 NA NA -0.1015981 NA 11.2586484 6.2559010 8.9831584 10.6632215 -0.1015981 7.9481984 8.4125118 10.7931677 4.1462805 10.1767993 11.2728461 9.7702552 8.7809931 8.5743070 11.2415356 10.9475178 9.0857019 11.6364422 7.3246144 8.2470783 0.8983245 9.3495610 4.2202758 5.4815088 10.4757787 0.00680440 0.00000000 0.00319100 -0.00277070 -0.00940460 -0.00553750 -0.00636680 0.01670500 0.00722170 -0.98730000 -0.00083160 0.00680440 0.00000000 0.00000000 0.00319100 0.00319100 0.00319100 0.00319100 0.00041593 -0.00277070 0.00305220 -0.00553750 -0.00290910 -0.00290910 -0.01009400 -0.00083160 -0.00678130 0.00069327 0.91345000 0.02777800 0.00722170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.1510153 6.6665336 4.9427444 8.2898082 NA 9.6108770 9.1319696 8.9948015 9.5093748 10.6436881 11.2004176 1.4833128 5.7057043 10.7081181 NA 8.5277065 9.7201238 3.5987939 NA 8.3981960 3.3577772 0.8983245 8.8583519 7.2470778 9.1578107 8.9290172 11.7961614 6.6125958 0.8983245 1.4833128 NA 9.2580996 6.4061438 8.3942050 NA 2.8983438 8.6895127 9.8364593 9.7008662 10.1663070 8.1883688 10.1367547 9.1698130 1.8983632 9.8052405 8.7901337 6.8870341 2.2202680 8.7089214 5.7563321 12.9434270 11.6498940 8.5313452 12.0710899 13.7943985 6.1271690 9.9791675 9.9039745 6.2733891 9.9123704 NA 13.1135795 7.1557381 9.4644040 -0.1015981 NA 9.5476062 6.6927661 12.6074337 8.1744743 12.2470781 8.0172911 7.0782586 9.8037369 11.9437683 5.4833128 14.6636360 11.4945164 10.6108769 14.0879429 9.5830986 -0.1015981 11.4418652 7.5707756 9.8467172 6.6532378 8.1029211 10.2100983 11.9617450 6.1271690 10.8741979 5.8756302 5.9207173 8.0327764 11.9818293 11.5390468 7.5056806 NA NA 7.8052402 12.1271686 10.4090053 6.2202777 10.1187283 10.9617450 11.3756022 8.9290172 8.9963820 11.6113068 2.8983438 7.8467171 2.7057126 8.6895127 6.7687150 8.3781301 8.3536770 7.1271690 11.4360537 9.5075287 10.6473813 8.5953175 2.7057126 13.7299541 6.3653041 6.5277069 7.3495608 11.0224712 5.8525457 1.4833128 7.7057050 9.6648789 9.9688063 11.9526151 3.2202835 7.5565612 6.7931676 2.8983438 10.3350615 11.6022535 10.4404145 -0.1015981 10.1883688 8.7656286 -0.1015981 8.6057091 6.3077400 6.9207173 8.2559020 8.0531678 9.2250042 -0.1015981 9.5367859 -0.1015981 10.1651365 10.1521974 9.3700252 13.2388955 10.6574059 11.5422061 9.8799172 10.4548560 9.0807443 7.1078029 10.0250544 10.0430081 NA 3.8983535 -0.1015981 7.7500986 10.8093673 7.7809931 1.4833128 7.9481984 9.0582212 10.5627972 TCGA-PJ-A5Z8 60 0 NA 600 kidney stage i t1a nx m0 female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 2 1 7 4 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 4.855218e-07 7.84313725490196 23.5294117647059 15.6862745098039 31.3725490196078 21.5686274509804 7.9372196 10.1022008 10.0078851 10.0535882 10.5693635 8.2060366 NA 7.9362734 9.0857425 NA 3.2645965 5.5111960 4.8516891 7.9640081 6.6210746 10.2980184 12.2654111 7.0540334 9.8896083 10.4427843 12.0624691 12.1873240 10.9898425 11.3513518 9.4187788 5.6868759 6.7629427 14.2153009 4.5215408 2.5621814 6.5163761 10.1341437 10.1475603 10.4988184 4.5820802 2.5621814 9.2346057 9.1596123 11.0170509 9.2572153 4.8016450 9.5925411 10.0401635 11.5660887 7.3950705 11.2227706 8.1099320 10.1261181 9.5628064 8.4797184 8.3695354 3.7141796 11.2603063 10.3605622 10.8323460 7.9177760 3.8185234 10.2575596 3.6567938 8.9285027 8.1286574 3.2991421 10.3830685 9.6053597 8.9000502 9.7904860 0.9772433 8.4201615 10.0193333 5.0926937 13.4773544 9.6943231 10.5247551 9.1637450 9.4166956 12.4575874 11.6284192 9.5227810 8.0822534 14.1273354 9.4955433 8.4448236 9.8856105 4.9621094 10.4211975 7.3666702 10.4156633 7.0540334 13.9467244 2.7672946 9.2027950 7.3464517 7.1637453 9.4380150 -0.0228300 9.7448507 10.3576790 12.8132025 8.0325004 13.8238924 5.7498078 10.0496007 7.6683801 9.9265583 -1.6077925 8.9216860 12.6031550 12.0356607 8.6602124 8.7694660 7.0996150 7.5943791 9.7936683 11.0170509 9.0952939 8.5684285 8.8921014 9.4509238 0.9772433 10.8621515 8.5508653 9.8195682 10.5820800 9.2084392 8.4583447 12.2807552 9.2870733 13.0942657 6.3637984 2.4797221 10.3673869 9.6793905 9.4730729 9.6336428 NA 0.3922075 2.7141796 14.1295028 8.4062760 9.7651205 10.4211975 9.1218761 9.2649302 9.7623980 4.0926980 7.1471428 5.2502378 11.4005090 11.8275350 12.4431958 10.7150286 8.8195682 9.3709659 11.0734938 5.9079554 4.3695363 3.0926980 8.6114240 5.7321064 -1.6077925 9.7023001 12.5171845 8.9118917 9.5783697 9.8755674 2.5621814 9.5540172 7.4090633 9.2185497 5.5721651 4.2991494 8.4325452 5.7498078 6.2369919 9.7442989 8.6868762 12.0849799 10.4754023 10.3954220 9.5046949 12.4975911 9.1996103 8.6401831 9.0152224 7.4421042 1.1996252 10.4677346 10.6165587 6.6319497 8.2101984 9.7309918 10.6785244 8.9602114 9.7808109 12.3499923 10.7309918 3.6401813 10.5823887 9.5881627 4.6960383 9.4630471 NA 7.6282698 6.5163761 12.5013515 10.3999836 10.5024125 10.9415588 9.9649557 6.9000505 2.3922625 10.9180356 9.3376993 8.4256783 10.7808110 2.2991567 5.5919277 5.2251438 3.7141796 7.2251457 2.8516791 11.0188771 1.7141796 9.3347700 7.8067507 -1.6077925 1.8516791 11.8734242 10.5527572 11.4586810 10.1030618 11.4390384 7.6519988 9.4969197 6.0282995 9.0106408 10.7593971 9.4291159 12.4375885 8.6004898 -0.6077925 1.1996252 10.2346057 9.1252709 8.8990590 5.9696847 14.4458632 11.3433580 10.5314870 7.0598279 10.5426374 1.1996252 -0.6077925 3.9468431 2.4797221 14.7990417 8.1979995 9.4400610 11.9503173 -1.6077925 9.8419200 9.3632313 11.1905247 7.5137892 10.4356245 10.1979993 9.3140963 8.6053595 8.7931347 11.6248262 10.5141127 9.6822743 10.7623979 8.0770042 10.3479053 5.4146227 9.4215427 5.1233020 8.2946304 10.5897793 -0.47025000 -0.00097017 0.00000000 0.00083195 -0.00235530 0.00151010 0.00360760 0.03270400 -0.05967300 -0.45447000 -0.47025000 -0.47025000 -0.00097017 -0.00097017 0.00000000 0.00000000 0.00000000 0.00000000 -0.00484610 0.00083195 -0.00110870 0.00235810 0.02048300 0.02048300 0.00360760 -0.48659000 -0.00318590 -0.47754000 0.02216400 0.03031000 -0.05967300 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7514559 6.8310475 9.4948874 6.9158172 1.5232106 9.5407319 11.6851522 8.4079773 10.1686884 10.7704554 10.3791640 2.9772250 5.5420011 9.8101079 4.2502340 6.8598615 11.0261588 5.7498078 0.3922075 7.6566980 5.9468431 -0.0228300 8.6102132 7.9544976 10.8507902 10.2980184 10.8989746 7.0106411 1.5621814 2.0926810 0.9772433 9.4549762 7.6983171 9.4737388 -0.6077925 7.6282698 9.6041438 9.5746497 8.8851100 10.3285253 8.0717353 7.8740549 10.6566980 4.6776605 10.4606978 9.7365513 6.7096684 6.1931547 8.9659026 8.9216860 13.3675213 10.5157302 9.9348037 13.5442233 12.7743390 5.8516866 10.0558136 10.4991455 9.9521105 10.2108376 6.7186849 13.0399387 5.3347685 9.2817594 5.8516866 1.7141796 10.1043525 8.1354066 12.9000501 9.1210263 13.0942657 9.3200333 8.1082176 9.2672368 12.5803033 9.1218761 11.5244338 12.4431958 12.0434193 12.8953979 10.7337743 -0.6077925 10.5295668 9.4332301 10.2032287 8.6868762 8.5571623 9.3738226 12.4984094 10.8385633 11.5802260 7.4366499 7.0288796 5.8351990 10.3591213 12.5063231 7.4637181 NA NA 9.9304443 12.1686885 10.6132141 7.1201757 11.0352096 10.9461247 12.7003811 10.2980184 10.4427843 10.9898425 7.3021481 10.9696842 6.0216130 8.9837777 5.6868759 10.2088391 7.3950705 8.4942312 12.2331199 8.6378080 11.4960350 9.6449209 3.3464464 13.4289442 6.5788648 7.5796078 7.5033909 9.6419614 9.0078851 5.7409842 8.9138558 9.5150834 8.0088045 10.5266817 8.6413690 12.0262723 9.3340366 0.9772433 9.9668489 10.9965770 10.1558828 1.1996252 10.7643043 9.5432720 1.9772066 10.2825197 5.4583459 8.7498074 7.7824243 9.8755674 9.8025054 4.5420042 9.3170680 4.1736152 10.6165587 10.9743974 10.5842399 12.5013515 9.7909991 11.1254826 10.7808110 10.4393793 6.9236365 7.8455258 10.0805058 10.5752704 3.1471439 0.7142235 NA 10.3307324 10.6341314 7.8414040 -0.6077925 9.8419200 8.0629118 11.4744045 TCGA-PJ-A5Z9 80 0 NA 540 kidney stage i t1b nx mx female 2012 NA no NA kidney papillary renal cell carcinoma 25 1960 white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 5.20202e-07 13.4615384615385 28.8461538461538 11.5384615384615 36.5384615384615 9.61538461538462 8.5717185 9.7811056 9.3695945 9.0508331 9.7619120 7.4781192 0.9545686 8.3255348 8.9583091 -0.6303939 2.9081404 4.9241854 6.5790474 5.4139900 7.0630812 9.9116591 12.5784385 5.2024843 12.1230202 9.4316407 11.5823949 13.8149722 11.3804723 10.7413712 8.1177875 4.5790474 5.5984128 10.8749099 6.8125380 5.1769490 2.9545500 10.1961430 10.3724095 10.0700342 4.6915230 1.9545686 8.2461116 9.1640104 9.0889832 8.3667742 5.0700329 7.1509546 9.3752191 11.2510909 6.4356836 8.6642154 5.6363810 10.7315383 9.1640104 7.8493751 7.5091455 2.1769610 9.0278059 9.8392364 10.6497853 6.8042227 4.0700372 11.3190201 1.6915342 10.2182175 8.4623518 4.8290275 11.0143522 8.4329895 9.5218793 9.5395446 3.3695921 6.0700351 10.4826856 3.3695921 11.3995719 10.9198603 6.7005119 8.4139888 7.5839139 10.2024846 9.6008157 9.8534103 6.4781192 15.7743203 9.3339353 8.3667742 11.4507450 4.3695921 8.7683382 8.1043042 11.4434014 2.9545500 12.9140761 4.2527260 8.8168845 9.8503847 4.8290275 9.4356838 1.3696061 9.7651286 8.5984132 12.0786783 6.5594184 14.2170415 3.5395187 9.3608897 6.5594184 11.6319830 NA 6.7874468 14.0944281 14.1870279 8.1801663 2.1769610 8.1311460 10.7386465 8.4139888 10.9592457 8.5269413 8.0278059 8.1177875 9.0508331 -0.6303939 10.2689514 7.9356483 9.8341403 10.4248770 9.0170531 8.8146094 11.9250608 9.0975149 13.1143233 2.5395311 2.1769610 11.1865782 9.4988775 8.8310741 9.8951154 NA 3.0700286 2.6915118 13.7785213 11.1981277 10.2244629 13.5524544 5.4781176 10.2158685 11.4054246 4.7619129 8.1110616 3.1769450 10.2628961 11.5145714 11.6543261 9.7049848 8.4057682 6.9164886 11.3361000 3.1769450 0.3696061 2.1769610 9.1640104 7.2087982 NA 7.9280155 11.8990251 9.7937608 10.8478586 8.9861432 1.6915342 9.1865781 8.2430388 9.9539275 9.4057682 5.0700329 7.9394499 6.0838410 3.6915230 11.2072225 7.5594192 11.0075778 11.4071415 7.7661996 9.6422243 13.1248994 8.7640572 8.9713654 8.4221628 10.3870989 NA 6.9916466 10.4852884 NA 9.9788379 9.1607574 11.6263929 8.8146094 10.7033090 11.9538524 10.3773227 3.1769450 10.3898801 9.1404070 2.8290174 7.9843045 -0.6303939 8.1009135 4.4570558 12.6578839 10.8644501 8.8083863 9.9916464 11.6062067 8.4030176 0.9545686 11.0437824 9.8843085 8.6892667 10.5698801 3.0700286 5.9241830 5.4781176 6.2275755 8.2704612 2.8290174 10.1615713 0.3696061 7.7271465 4.2275794 NA NA 11.3692422 11.1493139 11.6082978 10.6357955 11.6901131 8.7853364 5.9695074 6.7033762 7.1110616 9.7381010 9.0331526 10.6216686 6.8773897 NA NA 10.4911281 9.0080305 7.3468745 -0.6303939 11.4649916 9.2430388 7.8372003 7.1617990 10.0170529 2.1769610 NA 4.4570558 NA 14.6331205 6.3695939 8.5863403 10.7149998 NA 9.3611163 9.0665620 11.2068282 7.2024843 9.6710908 10.2802373 9.5078664 8.4807300 9.4807302 11.1941556 10.0941084 9.4248770 11.1089532 7.3975009 10.2087983 3.1769450 8.4167186 4.5193406 7.0889154 11.8828286 -0.0048315 0.7987800 0.8591800 -0.0083005 0.8500800 -0.0077982 -0.0067813 0.8260800 0.2280800 -0.0156520 -0.0070254 -0.0048315 0.7941300 0.7887900 0.8463200 0.8463200 0.8591800 0.8591800 0.0026357 -0.0083005 -0.0124080 -0.0042929 0.0000000 0.0000000 -0.0067813 -0.0058421 0.0104240 -0.0030475 0.8362800 -0.0164290 0.2280800 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 9.4477453 6.9241830 7.4356836 8.1298157 1.3696061 9.9879801 10.1640104 7.0708659 9.4649915 11.5072902 10.6864417 3.7619129 5.4356853 9.9824630 0.9545686 8.0665623 10.3353789 6.0838410 -0.6303939 8.2430388 4.0134533 NA 7.9916466 8.1929620 11.1406712 9.9116591 11.3783453 6.4030171 NA NA 2.8290174 10.2809865 7.5142525 8.5643515 NA 5.6175218 8.485938 9.638721 9.475503 9.009840 8.403018 10.329596 10.400262 1.691534 10.453739 9.861448 7.857434 3.893158 8.509146 8.320879 13.188876 11.341138 9.649205 13.420633 11.871183 5.559418 6.829026 10.027806 8.516800 10.224463 3.539519 13.753164 5.478118 8.170494 1.691534 NA 10.583914 6.488536 11.908269 8.982463 13.114323 8.629338 7.897072 10.083840 9.267440 5.478118 12.857937 11.654326 11.044228 12.004179 9.731538 1.369606 10.723844 10.316501 9.958309 7.559419 8.211945 10.163198 12.079971 6.931837 10.988897 5.539519 6.252238 8.995303 11.529781 12.202089 9.172111 NA NA 10.378023 12.345980 10.401613 7.544520 10.458383 11.4712420 11.4184219 9.9116591 9.4316407 11.3804723 5.3695956 8.2764850 2.9545500 9.4289390 5.4356853 8.6198931 6.4356836 8.2056447 12.4699283 10.3003319 10.9606493 8.8083863 3.4570558 14.8035711 6.6402175 6.8773897 7.1170488 11.5187065 6.2150845 6.8694409 7.8125380 9.5631198 9.3540131 11.2252417 4.3237880 9.4437359 6.6457189 3.9545593 9.5839137 11.0503935 9.9833840 -0.6303939 10.6234420 8.5470140 0.9545686 10.3660680 1.6915342 6.7446334 7.0769534 8.9861432 9.3126513 3.6915230 9.8744135 -0.6303939 10.4852884 11.2123377 9.0734981 12.6578839 11.2663053 11.4676266 10.5698801 10.4807302 7.5594192 8.1704945 10.2936648 10.0295904 NA -0.6303939 NA 8.0170528 10.9822696 8.2613780 NA 9.3611163 8.3611165 11.2617579 TCGA-PJ-A8JU 81 0 NA 380 kidney stage i t1a nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 5 1965 white not hispanic or latino NA NA NA 5 3 2 NA NA 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 7.97643e-07 6.74157303370786 24.7191011235955 28.0898876404494 22.4719101123595 17.9775280898876 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-Q2-A5QZ 61 0 NA 428 kidney stage iii t3a nx mx female 2012 NA no 100 kidney papillary renal cell carcinoma 15 1998 black or african american not hispanic or latino NA NA 3 5 3 7 4 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323569e-06 9.710437e-07 13.265306122449 32.6530612244898 13.265306122449 24.4897959183673 16.3265306122449 7.7313706 10.4656544 9.0046733 10.7634714 8.5161736 7.8500149 NA 1.8627093 7.8115410 NA 2.8162106 5.9240167 9.1520647 7.0283526 6.5747797 8.2801592 12.0148691 3.0875138 11.2574393 8.0971430 11.1904274 13.5329719 10.8433557 10.2934821 8.3623086 5.2801583 5.7064256 12.1802715 NA NA 3.7395889 10.5179670 8.6288877 9.8086135 5.3886855 NA 6.9454953 9.3755564 10.9276178 6.7231025 6.4299072 10.0672457 9.7720125 12.2604776 9.4145857 10.1612734 4.5655606 10.8861019 7.3245532 7.8500149 7.3569748 4.3245514 11.7983208 11.2212071 9.0713224 6.1130503 4.6724763 10.0794653 NA 10.8342686 7.2574397 5.6020886 10.2131124 8.9258179 7.6421030 10.2871867 3.0875138 7.3408551 11.3049528 5.1381387 11.3880304 10.0283523 -0.7197563 4.3245514 7.0283526 6.9666600 11.4003973 10.5782220 9.0097802 15.6165265 10.6349598 6.2108973 9.9012956 3.3676227 8.4500845 7.0875148 10.7735146 5.3025274 9.6211222 2.8651270 9.0652031 8.3702720 7.1505241 10.2481062 1.6020767 9.3354419 7.7147875 12.8452615 4.1381428 14.2950879 2.9805920 8.2372616 5.6552001 12.5987023 NA 6.2459443 14.0385909 12.3710989 7.4600684 2.7395889 7.4248180 10.9321081 8.9095160 10.8318677 6.6464809 6.9383705 7.6595379 7.4145855 4.4500829 9.1162098 9.2730979 9.6177813 10.2899881 8.1412463 10.2702634 11.8298286 9.2660013 12.2156929 3.4500895 2.0875307 11.7755149 8.8782119 11.1150255 9.0794410 -0.7197563 3.6020886 2.2801546 14.7518347 11.7546259 10.2437781 11.0059517 1.6020767 11.7316282 11.3579766 4.0350432 8.4699840 8.4299067 9.9258179 10.3422056 9.6638637 8.8763493 7.6853011 8.1350279 12.0212050 2.8651270 3.3676227 3.4500895 10.4550851 6.4993277 NA 7.8076363 10.3388277 7.6377117 8.5586090 6.9666600 NA 8.2688442 8.8744841 9.8255004 4.7720123 8.7395909 10.3080655 5.9095163 4.3245514 11.2215739 4.8037230 8.0417106 11.7449604 9.7997956 10.8800723 14.8447853 8.1780050 6.4600692 7.8688738 8.7210288 4.6724763 5.6895508 9.4222664 2.7395889 9.7579177 7.5975721 12.3808218 8.0317034 10.0680620 12.8777465 11.2455830 5.5089768 10.1952919 8.5128202 4.7064256 9.4650347 NA 7.1810260 3.3676227 13.0924370 10.8409699 8.3569753 9.3636387 11.9372546 5.8347491 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5.162802 9.666022 9.932108 8.162803 10.850964 3.367623 13.950484 6.008079 9.718951 2.980592 1.280184 9.543429 7.162802 12.187989 8.406864 12.215693 6.583940 7.846214 9.331368 10.609395 1.602077 12.545774 9.663864 9.953469 13.564188 8.959639 1.280184 12.153027 7.894869 10.085097 4.803723 11.017829 11.072136 11.068878 5.637712 9.054946 5.672476 8.801760 6.291386 11.073763 12.654112 7.489613 NA 2.450089 10.425455 12.681972 9.403246 7.087515 8.572481 10.5776490 9.7085196 8.2801592 8.0971430 10.8433557 4.0350432 9.1930487 0.8651270 9.2545740 4.9806012 7.0283526 9.4145857 3.0875138 10.0753874 9.8566439 10.0541228 7.4847303 NA 14.2108044 7.9859301 6.5839402 7.1422388 11.4450664 7.5701783 NA 2.4500895 8.5257122 9.8791424 11.3696099 5.4299072 10.2667126 7.6980121 NA 10.4743007 12.2288917 9.8754169 0.2801249 9.1945446 6.6638640 2.2801546 9.0383827 2.0875307 6.2108973 6.3135833 6.9666600 10.4629697 2.6020767 8.9736463 2.7395889 9.4222664 9.1597427 7.2857841 13.0924370 10.6692530 10.3496092 7.9771271 10.9494874 8.8328286 5.1130503 10.2927839 8.7997958 NA NA 0.2801249 7.0745750 11.5899001 7.0875148 NA 5.1628022 8.2108968 8.4475775 TCGA-SX-A71R 51 0 NA 1457 kidney stage i t1a n0 m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7875634 2.1334320 10.2560821 8.8864169 8.3428925 9.7481489 2.1334320 9.5428299 9.8594138 9.6737055 7.6068545 1.2329677 11.0273169 3.1850578 8.5453008 8.7607123 6.1462622 10.8550265 9.2010655 8.7141012 9.5791752 5.8018183 6.4450248 9.6637059 3.5740167 12.3371366 11.7885863 2.3260771 2.7855087 8.7996883 9.1949065 9.4821672 8.8997312 6.9035131 15.2024092 9.6080141 8.6022085 10.4751961 5.8496465 9.8169350 8.3401047 11.6051142 -0.6739229 12.8218142 6.0400551 9.9407295 10.7460442 6.7523485 8.2419636 1.6480052 10.0082009 9.5488789 11.3857665 6.7523485 14.4938922 5.0265257 8.8200596 7.9444696 10.3154786 NA 8.0368907 14.1104122 12.4047353 9.6114863 2.3260771 7.2508962 11.6389671 8.3401047 10.9366476 7.5834717 7.6792309 8.9222740 9.5905266 NA 9.7492000 7.5109595 10.4916192 10.4391750 8.6725979 8.4707422 10.8360421 9.5196095 13.5922850 0.9110396 NA 10.7659149 8.6230002 10.0859723 10.3948623 NA 3.9699425 4.3704782 12.7420899 10.2026010 11.4218107 11.9306373 7.1652879 10.9467621 11.4821672 3.7184055 9.7669532 3.9110492 10.6994931 11.4764660 10.8218942 10.1172470 9.7248278 7.5059933 10.8811524 2.4960021 1.3260771 4.0809731 10.0195710 6.2087279 1.9110396 10.9954121 11.3840758 10.4227993 13.5561796 9.0334431 4.4553667 10.6451917 8.1204997 11.5254497 10.6945905 4.9699425 9.1058035 5.3921731 5.0540062 9.8078834 7.4398259 11.4869009 11.8880880 8.1995281 9.8137031 12.8509930 8.3704782 9.7322890 8.3677432 10.2810073 NA 7.1526327 9.8388245 1.9206363 8.0713213 9.7977593 10.1041612 9.5536999 10.2831861 10.3414991 10.4840625 2.1334320 9.6033715 9.2648845 3.4960149 8.6924063 2.3260771 7.9517929 5.3484520 11.6937719 11.0117089 8.9842957 9.9860799 11.0459006 8.6945905 0.3260771 11.1697579 9.4424281 7.9590792 10.3218512 0.9110396 5.3704782 3.8496490 3.1334320 7.5355374 3.4135535 9.5799315 2.7855087 7.0195707 5.8055401 -0.6739229 2.6480052 11.7659150 10.3677432 12.2458785 10.9663290 13.0592054 6.6570011 9.8329669 6.4114246 7.6298651 9.9306373 9.4566546 11.6511084 5.3921731 0.3260771 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10.2969090 1.3260771 11.5713397 8.7523489 10.7375951 7.4398259 8.1621345 9.5870036 11.7290961 7.0055639 10.3260841 6.6570011 8.0876352 8.0843072 10.6819857 13.1241508 8.8476844 4.7184000 1.9110396 8.3456749 11.7690276 11.4330297 7.8417838 10.1139867 11.7964887 11.5754939 10.2041350 10.9531619 11.4062354 3.5740167 9.2314711 3.9699425 8.5975472 4.2802808 8.8902336 4.7523472 8.8058644 11.4100952 9.0926129 10.6270086 10.3317086 2.4960021 14.9407077 8.1597967 6.4135467 7.8970026 10.2307187 6.7011234 1.3260771 7.0403292 8.9241367 8.6366968 12.1180609 4.8496440 8.6858337 5.9554407 2.1334320 10.6720437 11.5115790 9.8467028 -0.6739229 11.7304274 9.3260841 1.3260771 10.0125846 1.9110396 6.7011234 6.4450248 9.0334431 10.0571401 2.6480052 9.1979892 1.3260771 9.8388245 10.7130243 9.4872160 11.6937719 9.9993932 10.0683935 10.3218512 11.0488916 6.9985092 8.8058644 10.3595071 10.3718437 0.9110396 -0.6739229 NA 8.7752326 12.7869840 8.5059933 2.3260771 8.5208410 8.3512237 10.6525136 TCGA-SX-A71S 66 0 NA 1504 kidney stage i t1 nx m0 female 2010 NA no 100 kidney papillary renal cell carcinoma 20 1970 white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2451957 4.5941424 10.0924943 9.3974676 9.3926156 9.4327331 5.3885581 5.9864610 9.3485469 3.2945766 12.2562558 10.8187484 10.5047865 8.2180250 10.4839747 14.3642656 9.6378546 8.2788922 6.8325483 14.2953961 9.7111375 7.9516956 10.1308767 5.0035348 9.7858199 8.4567811 10.6849178 3.8035990 13.9052534 3.2597696 8.8912089 10.1701557 6.2665692 8.7590506 -0.4058337 9.9992852 9.9053244 11.9292549 6.9472909 14.2392184 5.0370879 9.4725857 8.3423365 9.9724386 -1.4058337 6.7987154 11.1434471 13.3094623 9.0586896 2.6816067 7.8702679 11.2341627 9.3556949 11.7416667 9.7432558 7.6109517 9.2407024 9.9053244 -1.4058337 10.3689308 8.8853145 9.7659461 9.5137521 9.2433999 9.7919747 11.2727439 9.5359250 14.2127873 1.1791288 NA 10.5348244 8.9373294 8.9571833 10.5044117 NA 2.8420737 1.7640489 12.8058039 10.8717218 10.5789182 6.9907484 9.7752960 8.9886066 10.3481961 6.2594796 8.8818561 3.5483380 11.3877471 10.6001191 11.8235950 10.8298588 8.9328803 6.7026686 10.5366583 3.5010314 2.0535632 3.7234275 8.7527533 5.1019400 0.1791288 8.6974315 11.0540876 9.8990655 12.1172156 9.8373178 3.2945766 10.5457927 7.8795459 10.5519351 7.4047150 3.6816067 9.4859275 4.1791049 5.0859982 9.9762273 8.7362507 11.9305108 11.5981886 9.1809835 9.1371756 11.4910438 8.7078861 9.9461872 8.6948060 8.4301941 NA 8.7777790 10.5359250 1.1863104 7.8207725 10.5530589 10.5163565 9.0678495 10.3730422 11.4556184 11.0847440 1.5941663 9.9417651 9.0947766 5.9160729 8.2665692 NA 9.7489618 6.9070264 12.3898790 10.3469425 9.4435488 9.8538870 10.6050214 9.4942558 2.7640701 10.9770082 9.0494709 8.3490313 10.9194492 3.5941424 3.4014939 3.5010314 0.9160944 7.1639998 2.9160753 10.4695091 1.5941663 7.3820464 6.2315649 -0.4058337 2.1790970 11.7320955 10.9163536 11.8912033 10.9118390 11.8493199 5.8229621 10.3615006 6.0465085 9.5849569 11.1100899 9.8283625 11.4368869 2.9864655 2.2945766 -1.4058337 10.1663702 8.9013445 9.1601977 NA 12.9469458 9.4497910 10.7384834 5.7440938 10.4466733 -0.4058337 -1.4058337 NA 2.1790970 14.9118390 8.5439706 9.2928485 11.6519663 -0.4058337 9.4645084 9.1149786 11.8540341 8.1525642 10.4683567 9.8708497 9.5204397 9.2683359 9.2945835 11.4437443 10.4404177 10.1894012 10.2370980 7.3689307 10.2725502 3.0535806 10.2837050 5.9035758 7.9427391 10.5566783 -0.00899060 0.00416320 0.01377200 -0.01354000 0.91103000 0.00055459 -0.00609040 0.84830000 0.06279400 -0.00899060 -0.00899060 -0.00899060 0.00416320 0.00416320 0.00027728 0.00027728 0.01377200 0.01377200 0.00332990 -0.01584700 0.00332990 -0.00360110 -0.00360110 -0.00360110 -0.00609040 -0.00318590 0.00249690 -0.01076600 -0.02013800 -0.04712400 0.06279400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 9.9826993 6.4206929 6.8229621 7.4209463 -1.4058337 9.3722208 9.5821183 7.2158659 9.6742950 11.2113036 10.1805144 -0.4058337 6.0204089 9.6130393 5.0859982 4.7234275 11.6337483 4.1791049 -0.4058337 8.0141042 4.7438919 NA 8.6816067 8.0556230 11.4323411 11.0804760 10.5924521 7.2945831 0.9160944 NA 0.9160944 9.7808770 8.1235741 9.2893720 0.1791288 5.1639978 9.600470 10.531885 9.046385 9.127473 9.645353 9.234389 11.515055 2.842074 10.729532 8.886465 6.093989 3.723428 9.526359 7.559928 13.200896 10.114271 9.952245 14.400920 12.520254 7.401499 7.813312 9.822962 7.020409 10.578918 3.723428 14.400139 8.742620 8.770317 2.179097 1.179129 9.441984 8.796267 13.491186 10.076952 14.212787 9.558485 9.591323 12.262253 9.048443 9.775296 12.432166 11.823595 13.317165 11.909718 10.645353 1.916056 10.348196 10.466049 10.085496 8.736251 8.041227 9.981623 12.680114 8.538124 11.516167 6.433347 6.697432 8.904757 10.565328 12.722460 9.524142 1.594166 -1.405834 9.688881 12.231901 11.738464 8.075943 11.300856 11.6774568 12.9699977 11.0804760 10.8447382 10.8737543 5.1177075 8.5584846 4.5941424 8.9735220 4.3490326 9.9982209 3.9864655 10.2898070 12.2060434 8.1582931 11.5165423 10.8835863 3.2945766 14.9762442 4.4743387 6.4079254 7.7035569 10.0313756 7.2841421 0.5941663 9.3812302 9.9918184 9.4942558 11.6335769 5.9864610 9.3083893 7.6521358 2.6816067 8.7195572 10.6060698 9.4675878 NA 12.4521247 9.9891423 2.5010314 10.3990815 3.1791129 9.2180253 6.9115562 9.8373178 9.2059616 0.5941663 9.2585910 1.9160562 10.5359250 10.8746245 10.4817452 12.3898790 9.9778480 10.6944776 10.9194492 10.4571685 6.9024824 10.1049080 9.9789275 10.6746282 0.1791288 1.7640489 NA 8.8491724 11.2711895 9.8696864 -1.4058337 9.4645084 8.1847306 11.1840289 TCGA-SX-A71U 57 0 NA 1357 kidney stage i t1a nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma 15 1996 white not hispanic or latino NA NA 1 5 4 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 4 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11.98522275 10.60248240 8.61839284 8.93322975 9.38657516 10.35405484 10.25096134 9.17161067 8.99188403 15.96262585 9.40404477 8.56337209 10.95181667 5.37789418 9.28595561 8.28478293 10.89532179 3.10780502 13.62778636 3.79644201 8.94112510 9.18775859 5.85322970 9.10248938 1.82769710 9.67855190 9.59776933 12.54635055 7.42548196 15.07283208 4.06473630 9.43364052 7.82769520 11.46069056 NA 8.37348726 13.93659315 12.49277745 8.60530283 6.58258310 7.81800179 10.75505005 8.94366791 10.78230715 8.13668460 6.73458634 8.97599037 9.87676602 0.02034218 10.48181991 7.61653047 9.88065155 10.32981685 9.35573077 8.79347976 11.68252370 9.28126009 13.32112198 2.34227027 4.22979555 10.90565551 10.04062590 9.09046127 10.37954093 0.02034218 2.02034218 2.19026718 13.61839295 11.04132041 10.67944438 11.93808546 8.98323647 9.89992377 10.61092748 3.41265960 8.82769551 7.92422224 10.92007501 10.67094343 11.30896723 10.21324970 9.10514873 8.98756673 10.48692681 6.63505057 2.19026718 3.41265960 8.97308170 5.14962520 1.02034218 10.28302259 12.26886106 9.77606252 11.50365240 9.40404477 3.34227027 9.85560139 7.41694527 10.52312751 8.85481136 4.99762210 8.26589301 4.22979555 5.77522705 10.75758777 8.02876914 11.67631832 11.66419664 8.47772144 9.36604502 12.73833810 9.05376355 9.77939631 8.62396670 7.24915897 -0.97965782 6.62025356 10.21386584 NA 8.68145946 9.68389853 10.69232371 9.47772124 10.22430019 11.79841757 10.50868277 1.60530468 10.33831822 9.46027527 3.54390414 8.34001252 -0.97965782 7.12886457 6.15989151 12.27182287 10.81678568 9.33435710 11.01044439 10.97126081 9.05376355 1.02034218 10.77617943 9.26708114 8.02876914 10.57348975 2.60530468 6.03156723 4.06473630 4.62708149 8.59587956 1.02034218 10.54046799 0.60530468 8.82285695 5.72852735 NA -0.97965782 11.55440011 10.90603682 12.09565244 10.46638985 11.87442963 8.51018856 9.16582679 7.14337505 7.62767103 10.46948910 9.76517436 11.58448993 6.53604046 -0.97965782 0.02034218 9.66419659 9.78355275 8.68567634 2.34227027 10.82689005 10.05031776 10.44293085 6.33684750 10.20335547 0.02034218 -0.97965782 3.47977380 -0.97965782 14.10647667 7.47155167 8.99332027 11.12984466 1.02034218 8.73630248 9.40109369 11.42015240 8.08911887 10.19026545 10.12559428 9.47155146 9.40943400 9.12624888 11.30082127 10.39374942 9.99044637 10.45183803 7.33775301 9.77355712 4.26826969 9.87130864 5.39919844 7.41046662 11.35851967 -0.01039400 0.01416600 0.00678020 -0.00348680 0.73053000 0.72566000 -0.01370100 0.68381000 0.12577000 -0.01039400 -0.01039400 -0.01039400 0.01416600 0.01416600 -0.00334840 -0.00334840 -0.00334840 -0.00334840 0.01528300 -0.00348680 0.00039184 0.71589000 -0.01315000 -0.01315000 -0.01370100 -0.01301300 0.00191760 -0.00680530 0.68921000 -0.04890700 0.12577000 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.726 0.726 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.726 0.726 0.000 0.000 0.126 0.126 9.8837525 7.0203400 7.5001208 7.3028728 1.3422703 9.8381236 9.0958195 8.0112384 10.0897902 11.4095066 10.1707224 6.8212408 5.9628544 9.9037475 4.5121953 6.9918835 11.3209790 4.2297955 -0.9796578 7.8720894 4.5439041 0.6053047 8.2563545 8.2076923 11.2940982 10.5473286 11.1423790 7.0427078 2.7207819 -0.9796578 NA 9.7702100 8.1952659 8.8705272 NA 5.8147555 9.5251594 10.0189309 9.2515617 9.5892466 8.7015789 8.7414397 10.9875667 4.8783232 10.1732590 9.5101884 8.2101648 4.0647363 9.1064766 6.6785523 13.4452284 11.8742348 9.6847877 13.8954658 12.3077643 6.9451535 7.3241211 10.2941361 8.3712796 10.2346596 3.4797738 13.3370462 4.6350520 9.7015789 -0.9796578 NA 10.2467526 8.2730057 12.6417055 10.0674643 13.3211220 9.3149611 8.8579682 11.4604310 9.9854032 8.9832365 14.0326594 11.3089672 11.7268365 12.2183250 10.3045862 1.8276971 11.3615812 10.3490153 10.9006893 8.0287691 7.8999236 9.8790986 12.5218045 8.8276955 11.7571630 6.2101648 7.8373239 8.3422685 11.5018876 12.7013592 8.7618075 5.0203422 NA 7.6569654 12.6457068 11.1044114 7.1078029 10.6492416 11.49125345 12.30963892 10.54732865 10.39700853 10.54635055 5.92723040 9.46120971 4.82769710 9.07426646 4.57493103 9.46638995 6.80170060 8.09982539 12.01040894 9.86818084 11.09012585 9.87442967 1.60530468 14.54980150 7.50117080 7.26826782 7.92548679 10.73544450 7.41694527 6.62767103 8.38009001 9.66779883 9.33095317 11.78355283 6.23950879 10.16627257 6.68567670 2.82769710 10.52863041 10.62443030 10.39320552 -0.97965782 11.35740481 9.41480318 3.26826969 10.44555632 2.02034218 8.53011562 7.38666267 9.40404477 9.75013968 2.92723278 9.27654924 2.19026718 10.21386584 10.69497410 10.02736765 12.27182287 10.62025328 10.94032101 10.57348975 10.73243753 7.75504980 8.81800211 9.87052732 10.01469394 1.34227027 0.02034218 NA 8.90756099 11.35746332 9.14446171 0.60530468 8.73630248 9.19651361 10.84450366 TCGA-SX-A71V 80 0 NA 876 kidney stage i t1 nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 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8.7577250 7.5847784 3.6117508 10.4076048 9.9336737 10.7379720 7.5915680 5.4066795 11.2772525 3.0419263 8.9067066 8.5624905 3.9443244 11.3126990 9.4408810 9.3557072 9.7570531 6.4342863 7.9835626 10.6135311 3.9861378 12.2000438 10.3606838 4.8110548 7.8902813 9.5283902 10.3467060 10.9393398 9.0454468 7.1787863 15.5147347 9.4641884 8.7364412 10.7375895 4.4715647 9.3029076 7.7425547 10.3911610 0.4418022 13.7059210 4.5738471 8.7586450 9.6976361 5.3487105 8.7934960 3.3804247 9.2111074 9.0736039 14.1484605 7.3080696 15.1303508 2.7637515 9.7803193 6.8624824 12.4729473 -1.1430541 7.5433582 13.7358669 12.9456463 8.2470270 9.5555627 7.8652866 8.9496152 9.1787861 10.7352922 8.0736039 7.6960620 9.5659419 9.6881653 -0.1432135 10.3013553 7.7577247 10.4076048 10.2778709 9.5477290 9.0217651 11.7096431 9.2340685 13.1925973 2.4418287 1.4418022 10.7237506 9.9076726 9.0699623 10.7202700 -1.1430541 3.5007128 2.4418287 13.5515968 12.3899444 9.9168785 10.5594636 8.4018224 9.8617808 11.2518566 4.6382187 8.4660369 5.0663131 11.0711771 12.0983944 12.1114468 9.9053449 9.3436930 9.4085662 10.8327060 2.7637515 -0.1432135 3.4418154 8.3784583 7.2704860 0.8568662 9.2362364 12.2914863 10.2789228 10.5459825 9.3882395 3.4715647 9.6406748 8.0638723 10.2764180 8.9679937 5.0466831 8.5830764 5.6117449 5.9964091 11.6642129 8.0091428 11.8575623 11.3114144 8.2166076 9.2757649 12.8376224 9.2144100 9.3193603 8.7318393 10.1101146 -1.1430541 7.8398519 10.1236446 -0.1359030 9.4682149 10.0442101 11.2443369 8.9653826 10.2657185 11.8956056 10.1989328 0.8568662 10.2011539 9.5732145 4.1047895 7.7395012 NA 7.3843348 6.1877757 12.1236446 11.3791944 9.0217651 10.5847785 11.2196238 8.7440787 1.1788102 10.8684313 9.4076049 9.1294878 11.0958598 4.4418221 5.4114466 3.7637515 4.0663131 8.3725578 3.2491722 10.8998853 3.2491722 8.0760267 7.2676912 NA 3.3804247 11.7691860 10.8487341 11.5596800 10.6480209 11.5637857 9.1071564 8.6196386 6.5921102 7.1142462 10.3750194 9.6730417 11.0192494 9.0820655 -1.1430541 -1.1430541 10.1053786 9.2566701 7.8369977 NA 10.0856768 11.6058894 8.4455728 6.4830047 10.4013396 0.4418022 0.8568662 2.0268001 0.4418022 13.6524919 7.5466468 9.0116762 11.0745129 NA 9.5949503 9.2169151 11.4925762 7.0760267 10.3502131 10.0059700 9.5520863 8.6706393 9.0964566 11.2917469 10.5741061 10.2253645 10.5732489 7.6545193 10.0404004 2.1787784 8.9951297 5.5609014 7.0599122 11.0373889 -0.0045695 0.6077400 0.6340800 -0.0066432 0.6581100 0.0000000 -0.0026322 0.6227900 0.1778400 -0.0045695 -0.0045695 -0.0045695 0.6077400 0.6077400 0.6375400 0.6375400 0.6434100 0.6434100 -0.0167040 -0.0023553 -0.0077482 0.0000000 0.0065262 -0.6977600 -0.0026322 -0.0038779 0.0026357 -0.0023553 0.5773700 -0.0423810 0.1658000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 9.634113 6.644760 8.432397 7.457291 NA 9.573677 11.078445 8.200754 9.824084 11.312804 10.380420 3.441815 6.036767 9.724137 2.664210 7.460485 11.539414 5.611745 NA 7.983563 4.178786 -1.143054 8.454910 8.283123 11.348628 10.237860 11.109946 7.240562 1.664210 3.380425 1.178810 9.334616 7.705481 9.153774 NA 5.364653 9.1083404 9.8248048 9.5416066 9.4743255 8.6770371 10.1827257 10.7391190 4.6117449 10.2972082 10.3003196 8.2055861 3.5007128 9.2384009 6.7637488 13.8469620 11.0519226 9.3745274 13.7055299 12.4670755 5.7875944 8.6316453 10.0380103 9.8240843 10.3527131 3.0267824 13.1237910 5.4267143 9.8659868 0.8568662 NA 10.7614926 7.0466831 12.4928028 9.5177454 13.1925973 9.0868785 8.5345776 8.9835626 10.7675008 8.4018224 12.2816804 12.1114468 11.5520863 12.3836018 10.0669205 -0.1432135 11.0299105 9.0928723 11.2168821 8.0091428 8.1651969 9.7156161 12.7217213 9.0952628 11.4164694 5.5007128 6.9706006 8.5745345 11.8731440 12.8091443 9.2459515 4.3487140 -0.1432135 9.3467061 12.5968496 11.0100870 6.8624824 10.5611940 11.5915676 12.0638724 10.2378602 10.0473001 11.4754730 5.0466831 8.0589821 4.2491722 9.4502491 5.1606379 9.4934826 4.5572998 7.8312724 12.5733282 9.7824125 10.9608015 9.4916691 1.4418022 14.3256412 7.2009319 7.8139601 7.4058724 11.2424508 7.6929084 2.6642097 8.5433586 9.7241368 10.5999253 11.6494450 8.4323974 10.4262390 7.6447605 1.6642097 10.6726416 10.7183327 10.1318185 NA 11.0361452 8.9562060 1.4418022 10.6654200 2.3162906 8.7256805 7.0711770 9.3882395 9.4246335 1.6642097 10.2373191 1.8568662 10.1236446 11.2421192 10.3060066 12.1236446 11.4309785 11.5756050 11.0958598 10.3229345 7.7934960 9.0687463 9.6666261 10.1905725 2.1787784 1.6642097 NA 8.2384009 11.8485340 8.9242923 0.8568662 9.5949503 8.3224244 11.1686064 TCGA-SX-A71W 66 0 NA 1076 kidney stage i t1b nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 14 1961 white not hispanic or latino NA NA NA 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629629e-07 2.080808e-07 7.14285714285714 32.1428571428571 25 21.4285714285714 14.2857142857143 9.2888045 10.2071361 10.1808506 7.3349061 9.6295071 6.6709154 NA 9.0695319 8.8877266 1.0464212 1.7093789 5.0464256 3.4156640 6.3562794 7.4272458 10.3925687 11.5626168 7.6213332 12.5197919 10.1692523 12.3244866 14.0932451 10.5133505 11.0942299 7.2943515 5.7500973 6.2880097 11.8774888 5.9208935 4.6709140 6.5326567 9.5522358 10.5191152 10.3318266 4.5275521 1.2687937 8.9722259 9.2768451 8.9553172 9.5288961 5.0613744 7.7141273 9.7485971 10.8772036 5.2688161 8.7629580 5.0613744 10.6373232 9.9427567 8.1995541 8.0539188 1.9209030 9.3728537 9.9346602 10.4526293 7.5167440 2.5940469 11.0035022 1.2333359 8.7854512 7.9432615 2.1618877 11.0487705 9.5693327 9.0256113 9.6107327 4.7652430 5.9126738 10.2681726 3.3194445 11.7352574 10.9874719 5.2029270 9.1910827 9.3567948 10.4698905 9.8745608 9.4774622 11.1451144 16.0879266 9.6022917 8.6276251 10.5505813 4.3922006 9.2840326 8.2927689 10.9560675 5.3194445 13.2457388 4.4492378 8.5231569 9.0217948 6.5382774 8.9840433 -0.5384714 9.6556030 9.1944772 11.6628200 7.0501762 15.1012663 5.0613744 9.2513458 9.2271622 10.7692319 -0.5384714 6.9652879 13.5802002 12.5542190 8.5621241 5.2296456 7.2493647 10.9709894 9.5965297 10.6485045 8.8277841 7.1303471 7.7093892 9.7276627 NA 10.1178867 8.5542189 10.0098022 10.4900586 9.0073915 9.2146785 11.5751682 9.3318266 14.2132151 2.0464212 2.9850267 10.8513620 9.3218893 9.1427004 10.2840326 -1.5386810 2.3683493 0.7834147 13.7735294 9.3310558 10.8674010 12.5545492 8.1722685 10.2465056 10.8277840 3.3683493 8.1876802 4.6709140 11.1349917 11.7676660 11.7941823 10.2025075 9.2428216 7.3318261 10.6724375 5.7652430 2.2688236 7.0539194 9.4163850 4.9533165 1.7833728 9.2975122 12.7950365 10.0308428 12.1827747 9.0217948 2.0464212 9.5868752 7.6112093 10.6581009 9.2444599 3.8877300 9.2752429 5.1196716 3.9850267 10.2792449 7.8516310 11.9936960 11.4676126 8.6388815 9.5097988 12.9039518 9.0275160 9.7188496 8.9712369 8.4838295 NA 7.4416013 10.5816997 1.8077259 9.4540887 9.8223089 10.8932206 9.8337827 10.5432781 11.8465153 10.6706106 3.1619038 10.2255040 9.9267732 4.1619038 8.6022917 1.6313837 8.3683524 6.0908174 12.4020507 10.8732376 9.5888113 10.2489564 10.6693913 9.3608188 1.2687937 11.0032700 9.3995712 7.9002540 10.7270769 2.2688236 6.3069512 5.4272475 4.3922006 5.3922006 3.5907457 10.5739013 1.4614762 7.8345444 5.8575531 NA -0.5384714 11.8136432 10.7480196 11.8708528 10.7129443 11.9558174 7.0160505 8.0761716 6.4833853 8.4214636 10.3509658 9.8527054 11.5367738 9.8430048 -1.5386810 NA 10.0534516 9.3936766 9.1356541 2.7093789 11.9040166 11.1754927 11.2509955 7.3764745 10.2748423 -1.5386810 -1.5386810 2.7093789 -1.5386810 14.5525873 6.8013113 8.9044052 11.0685609 -1.5386810 9.0112465 9.2450659 11.6370114 7.7560826 10.0289426 10.1227946 9.7028492 8.9583155 9.2436410 11.4626941 9.7709382 9.6313868 10.5836427 7.1303471 9.8180513 4.4156573 9.7675235 5.0777899 7.2905184 11.5204682 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0388906 7.0871711 7.8644740 7.3070459 NA 9.5275511 9.7352575 7.3221147 10.4014083 11.4829884 10.3038121 0.4614238 6.6162798 9.8830008 2.5489298 7.6413712 10.8602055 5.1196716 NA 7.8255968 4.5489236 -1.5386810 8.2263332 8.4185640 11.2115532 10.3925687 11.3667360 6.3132114 1.0464212 1.7833728 1.0464212 9.8986937 7.8537793 9.1435786 -1.5386810 5.5058560 9.1017068 10.0571856 9.4416013 9.9467880 8.2146785 9.1205658 10.6724375 3.7833938 10.3085191 9.3132109 6.9967367 3.7833938 9.1662301 4.5699892 13.2406682 11.5143695 9.5555395 13.7264908 12.1776200 5.8793137 8.5099488 10.2134242 6.8101899 10.5150484 3.3683493 13.5429453 4.9850222 7.9472909 2.7093789 NA 9.7520568 7.0160505 12.3401833 9.5255310 14.2132151 9.2221817 8.3995710 10.7419426 8.7480197 8.1722685 12.4677002 11.7941823 11.3431494 12.1826678 10.3660965 3.3683493 10.8212114 10.9749427 10.5164052 7.8516310 7.8321495 9.9563175 12.8789188 8.0798474 11.3892398 6.4272458 6.9652879 8.5099488 11.5309116 12.2394363 7.3532456 0.4614238 -1.5386810 8.5248571 12.5200455 11.1148757 7.7399115 10.8459758 11.6901302 12.4161126 10.3925687 10.1692523 10.5133505 4.9371937 9.3045977 4.3922006 9.4142030 5.4387420 9.2975122 5.2688161 8.5868754 12.2150839 9.0044935 11.2784455 9.7182602 3.1619038 14.9492705 8.5652087 6.6413712 8.0498393 11.2167667 6.6757807 3.7468609 8.5208064 9.7623864 9.1187802 12.0458372 4.8190141 9.3171089 7.9249864 0.4614238 10.9185861 10.8740317 10.3743512 -1.5386810 11.1066699 9.3645906 3.1053261 9.8190138 4.1338841 8.5167444 8.2591232 9.0217948 9.2613181 2.5489298 8.5462702 2.5489298 10.5816997 11.0157509 10.7497512 12.4020507 10.8206624 11.2848291 10.7270769 10.5079038 7.4614614 8.7709380 10.1834154 10.1187803 0.4614238 -1.5386810 NA 8.2784453 10.7711684 9.2672057 0.4614238 9.0112465 8.8321492 11.5739013 TCGA-SX-A7SL 74 0 NA 823 kidney stage i t1a nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 45 1967 NA NA NA NA 1 5 NA NA 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734007e-06 4.855218e-07 10.7692307692308 21.5384615384615 16.9230769230769 32.3076923076923 18.4615384615385 8.1333544 10.2581339 9.4126907 4.5614483 8.9922399 4.1068843 2.9369488 11.1305771 8.5492113 1.6739182 0.8527979 5.7949383 2.8114299 4.5219176 7.1001882 10.2952423 11.6474768 8.2130819 13.3112723 9.6580565 12.0371816 14.1872029 10.7089969 10.4728807 5.3061893 6.4931830 6.0662399 9.3392588 6.0102069 1.3519675 3.1593547 10.1480344 10.2819928 10.2331088 3.6739182 1.6739182 8.5143862 9.4328122 6.6648782 7.5418191 4.8438482 10.6682763 9.1447852 10.8652289 4.6373958 6.6373972 -0.6479195 11.0345506 10.0934618 7.8794718 8.4394578 NA 7.9958508 9.8804489 9.7248598 7.6373972 1.6739182 10.6699726 1.6739182 8.6219628 8.5244222 3.2588807 11.3639209 9.5808135 8.7117444 9.7263062 3.9369582 3.6739182 10.3221008 -0.6479195 10.5418193 11.0976691 7.5663136 2.3519957 8.9331388 4.2099758 8.7335377 9.2161810 6.1848853 16.3568297 9.5080778 8.5541187 11.3788640 4.1593466 9.4644343 7.5017417 10.8302589 1.6739182 12.5565660 4.6314652 8.6573499 8.8969593 5.7443118 8.8578062 -0.6479195 9.8448495 9.3105476 11.3410345 6.7866225 14.3388981 1.3519675 8.7965955 10.2886328 11.5049134 NA 7.5856146 13.9864088 11.8315225 9.4735284 NA 7.7095471 9.2543699 9.6974001 10.6454665 7.8236698 6.4605198 8.2498402 8.9313108 0.3519675 9.7084468 7.7907864 10.4099866 9.9556211 9.1218326 7.8833764 10.9549859 9.4774084 12.8073220 -0.6479195 0.3519675 10.2543699 10.1877216 9.6187814 10.0384953 NA 2.3519957 2.8114299 13.3572685 12.3933117 11.2242849 7.5516675 7.2223593 10.9242214 11.5036456 3.0524333 7.8438482 7.0730940 10.2498403 9.9180488 10.9393036 9.7215921 8.7073460 4.2099758 11.0546005 0.3519675 -0.6479195 4.8438482 9.1593497 9.1382644 -0.6479195 9.0900870 12.4351417 10.8448495 11.9639418 8.7550067 1.9369677 10.0506995 8.0662405 10.7620115 8.4045630 2.9369488 8.9994533 5.3743614 4.2099758 10.3750561 7.2768074 12.0095366 11.1967006 7.7698471 9.9983195 13.5080779 8.1366298 9.6011083 8.5294145 9.2376911 NA 7.2407379 10.2076420 NA 9.2826138 9.6046603 10.7346189 9.2768074 9.9822619 11.7464575 10.5331471 0.9369677 9.6011083 9.4461518 3.2588807 9.1052116 1.3519675 7.2037434 5.2588845 12.3565664 11.7523406 9.5269205 10.3991187 11.2952422 9.0102064 1.3519675 11.2264153 9.1641721 7.9218505 10.2723476 5.2827326 5.2346393 2.1593386 2.8114299 6.8277289 0.3519675 10.3364133 -0.6479195 7.1201788 5.2387907 NA NA 11.6365298 10.8735953 11.4490393 10.7313732 12.5217633 7.6512031 8.1300722 6.3341892 5.5808148 10.0358666 9.5999223 9.0610787 9.2738357 NA NA 9.6397072 9.5294144 8.6070232 -0.6479195 10.0619402 9.5017419 11.4387945 6.8982725 9.7740596 -0.6479195 NA NA -0.6479195 14.1927727 6.5808133 8.9519077 10.7897469 1.9369677 8.3463484 8.2914857 10.7761611 6.5614483 9.5820153 10.7378573 9.1943452 8.9777038 9.1817175 11.3656665 9.8468504 9.3047360 10.4052419 7.0454823 9.6093827 1.3519675 10.3456409 5.1593507 7.5860937 11.2456756 -0.01477800 0.02946600 0.04712600 -0.07921000 0.02834100 0.00027728 -0.01656700 0.76504000 -0.03762600 -0.01477800 -0.01477800 -0.01477800 0.02230400 0.02946600 0.01014600 0.01014600 0.01014600 0.01014600 0.05793900 0.00652620 -0.90487000 0.00027728 -0.03258700 -0.03258700 -0.02178400 -0.00871460 0.02651400 -0.01409000 0.71547000 -0.08539900 -0.03762600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2223595 6.7443118 7.0384954 7.9614694 NA 10.1633695 10.3083710 7.3247449 9.2856854 11.7002804 10.2215887 2.1593386 6.3963890 10.2521069 3.0524333 7.0384954 10.2878965 5.3743614 0.3519675 8.2161808 0.9369677 NA 8.1035391 9.5156445 11.5725455 10.2952423 11.6758180 5.5017417 1.3519675 NA 3.3519957 10.3076447 7.7313733 8.8676948 NA 3.4394636 9.0102064 9.7040383 10.0093133 10.7469933 8.4761159 9.4513426 10.4526572 4.3061893 9.8498467 9.6851502 7.8114267 3.3519957 8.9123277 6.5903999 13.0683856 11.9590939 9.2315781 13.6669320 12.4851370 6.8032064 6.2468128 9.9940465 3.6739182 10.4099866 4.3963856 13.7875349 5.6557754 9.8155192 -0.6479195 NA 9.7226822 7.6466156 12.2586975 9.8418428 12.8073220 9.0576271 8.0593542 9.4786993 7.7866232 7.2223593 13.2193701 10.9393036 10.9579372 12.2719754 10.1201792 1.9369677 11.7861017 8.8378241 10.7139386 7.2768074 7.8073221 9.6626077 12.6298634 5.9667050 11.0502611 5.5418184 7.6140899 8.4761159 11.2080312 12.2895525 8.7226822 0.9369677 1.9369677 9.9275341 12.7617835 10.8229689 7.0867042 10.5577881 12.1160370 11.7218648 10.2952423 9.6580565 10.7089969 2.9369488 9.0748024 4.2099758 8.8236701 3.5219176 8.9958511 4.6373958 8.2856856 11.4126739 9.2528617 10.6631755 9.4683387 -0.6479195 13.3475853 8.9120028 6.2588863 6.9719217 10.9985536 5.6918440 1.3519675 8.3881684 9.3881684 9.2765253 12.2033535 0.3519675 7.3061911 7.6327655 -0.6479195 9.4979271 11.2794025 10.3778265 -0.6479195 10.1927728 8.7051416 2.9369488 9.2588854 5.8277276 8.0208800 5.8755565 8.7550067 9.4262702 NA 9.2407382 0.3519675 10.2076420 10.7281202 10.8078357 12.3565664 11.0748024 11.1805280 10.2723476 11.2254389 7.6373972 8.2437786 10.4683387 10.4819218 NA 5.9813504 NA 7.1001882 11.2093461 8.5017421 NA 8.3463484 7.9256423 12.2784761 TCGA-SX-A7SM 60 1 363 NA kidney stage iv t3a n1 m1 male 2012 NA no 100 kidney papillary renal cell carcinoma 40 1973 black or african american not hispanic or latino NA NA 1 4 1 7 4 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491246e-06 5.895622e-07 6.55737704918033 21.3114754098361 19.672131147541 37.7049180327869 14.7540983606557 9.3520410 9.7670784 10.2993889 10.7511057 9.1886418 5.9295093 1.1745982 7.8003305 8.0480656 NA NA 3.7595820 9.8957205 6.1633055 7.6744670 10.5518320 11.9112347 6.2190155 10.9592563 9.8767941 12.8952932 14.3159730 10.9928041 10.8519006 7.5583258 6.5055385 7.3545306 12.0994339 4.6981851 -0.8254657 5.3644464 9.8193790 10.6123735 10.1302713 3.2620873 0.7595820 9.0542046 9.4703902 9.1331741 7.4272869 6.2935618 6.1171361 9.2271894 11.3404705 6.1171361 8.9295090 4.7893328 11.1083120 9.6804330 7.8576159 8.8698498 1.7595820 9.9535199 10.0534387 10.3962085 6.8957207 -0.8254657 11.2219873 3.5669369 9.0572645 8.2909653 5.1288172 10.7911702 9.4761176 7.9916052 9.7196534 4.2190136 6.7745341 10.4225489 3.2620873 11.3211900 11.1647254 9.0263705 2.3445445 9.7473026 12.2425599 11.2857571 10.1976826 8.4623338 16.1025266 9.5277683 7.6299489 10.3943950 4.0815101 8.8646195 7.3545306 12.0203075 7.0388071 12.4575650 3.4488877 8.3303755 10.1851495 5.6175659 8.8256731 2.1746301 9.9987846 8.7020986 12.9550586 6.3545297 13.9354198 4.3840774 9.7321617 7.3395285 11.6427363 NA 5.1746221 14.2663873 10.8103395 9.5166960 2.3445445 8.8346174 10.4553922 8.1661430 10.8461625 8.3141726 5.3243678 9.0785034 8.3445462 -0.8254657 9.6227377 8.1689749 10.4812527 10.3594968 7.0138251 8.4897709 11.9740001 9.2039086 13.2067532 2.1746301 -0.8254657 10.3798037 10.0465960 9.4875044 10.4219556 0.1746621 2.9819805 3.1746141 14.6088261 11.5575156 10.3357533 13.1052663 7.9787522 10.4663677 11.2444068 2.7595820 7.1404055 5.4034416 10.5966861 10.3563949 11.9622914 10.2018362 8.8238777 8.8202798 11.0063245 3.4965518 3.0815101 2.1746301 9.3865096 6.3344932 -0.8254657 10.3250034 11.6024580 10.1533319 10.8519006 7.6744670 2.8750526 9.6544017 8.7292101 10.2751129 11.6042897 5.2190136 8.8039780 5.2407112 5.8328318 10.2474239 8.0815122 11.0796322 12.4761176 9.1576150 8.9674116 12.9534172 9.0294899 9.7893312 8.9867986 6.0449864 -0.8254657 7.4875040 10.4189852 2.3445445 10.2730351 10.3482985 11.3843794 9.5277683 10.2955072 11.7673120 11.2990659 1.9819622 10.8184776 9.4726496 2.8750526 8.2460836 1.4965646 6.6258330 5.5669399 12.6995304 11.4088401 10.4183905 10.4010336 11.5789647 9.3532862 1.9819622 11.0066886 9.2752837 7.7595840 10.4431634 2.6340588 6.2407112 6.1171361 1.1745982 6.8957207 4.3445445 10.4542319 2.8750526 7.0875106 6.5193611 NA -0.8254657 11.8148663 9.8698497 11.8571771 10.7847235 11.7633360 9.6330281 7.9690371 5.4143622 9.4425784 10.5637149 9.7311274 10.6019343 4.3840774 -0.8254657 -0.8254657 9.9394930 9.6784471 8.0845145 7.8750612 12.7856462 10.9261654 6.8112462 7.4306884 9.9674117 1.4965646 -0.8254657 3.0815101 NA 12.4715376 6.2726540 8.8991351 11.7440024 NA 9.1576150 9.6628732 11.3084058 5.9948015 10.6437544 10.5998373 8.4920338 9.8408454 8.9510544 11.7722085 10.9419782 9.5690841 10.5706910 7.4875040 9.3804147 3.2620873 8.4460846 3.5419980 6.8039774 11.3300721 -0.00207840 -0.00332430 -0.01078400 0.00000000 0.16745000 0.06308000 0.00079338 0.03806500 0.00319100 0.02918400 -0.00097017 -0.00207840 -0.00332430 -0.00332430 -0.00940460 -0.00940460 -0.01078400 -0.01078400 -0.00678130 0.00000000 -0.00138580 0.06308000 -0.03173600 -0.02753500 0.00722170 -0.01085900 0.00235810 0.00430210 0.03185900 0.01363200 0.00319100 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 9.6873619 6.9160884 8.2726536 6.0120591 -0.8254657 9.2634096 10.4004313 7.1865194 9.5310734 11.6121784 9.9461109 2.6340588 6.0815122 10.2547727 3.8750625 4.0326034 10.6749653 5.2407112 -0.8254657 7.1969896 5.5496599 NA 8.9641551 7.6704764 10.7031048 10.5518320 11.5926347 6.8750612 1.4965646 -0.8254657 0.1746621 10.2561049 7.7558223 9.1244481 NA 6.3243678 10.127363 9.975521 9.151901 10.340157 9.216280 9.753937 9.955161 3.634047 9.976330 9.891441 6.962524 3.634047 9.609250 4.384077 13.193256 11.459156 9.010672 13.508126 12.953212 6.364051 8.529972 10.055735 7.969037 10.051906 2.759582 13.725729 3.875062 10.730169 2.634059 NA 10.168267 8.420174 13.285839 9.706003 13.206753 9.338271 7.847047 7.202527 12.107574 7.978752 14.489240 11.962291 11.377357 13.221660 10.125906 0.759582 11.319917 9.436716 10.689828 8.081512 7.584012 10.140406 12.147960 8.001170 11.170389 6.117136 6.566938 7.013825 11.168975 12.459012 7.621870 4.532174 0.759582 8.621705 12.855530 10.944748 6.994800 10.312893 10.894010 12.297935 10.551832 9.876794 10.992804 5.007509 10.671475 3.422543 9.666475 3.344544 9.057265 6.117136 6.729210 12.049772 9.990805 10.930344 10.202527 2.759582 14.544048 7.640228 6.796673 9.255719 10.693275 6.825674 4.496552 8.352041 10.059555 9.423735 11.698918 4.789333 9.608207 8.727290 1.174598 10.987200 11.288364 10.568548 NA 11.317686 9.354530 1.759582 9.998785 5.081510 8.309048 6.303905 7.674467 9.526124 2.875053 9.409439 1.759582 10.418985 11.075779 9.966598 12.699530 11.364446 11.510291 10.443163 11.329439 7.579763 5.759585 10.090501 9.859370 0.759582 NA 2.496539 9.410636 11.776497 9.012249 1.496565 9.157615 8.765209 11.038033 TCGA-SX-A7SN 52 0 NA 578 kidney stage i t1b nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 3 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427609e-06 6.589225e-07 8.79120879120879 24.1758241758242 31.8681318681319 21.978021978022 13.1868131868132 9.2330816 9.8993234 8.9758124 6.2254600 9.7058570 8.9758124 1.3428392 8.3092653 8.5836086 1.3428392 3.6805269 5.8819753 6.7940285 6.3540448 7.4249666 10.3561401 12.0110375 6.2853319 12.9752446 10.2170302 11.9124357 13.9636706 11.1937855 10.9121983 8.6166128 6.4791934 6.8974062 10.7024736 5.8819753 1.9277827 4.2007947 9.9445881 10.8983651 10.9083955 5.4925647 0.9277448 8.5716359 9.3568377 10.7976307 8.5978459 5.7178573 11.5400341 9.6860030 10.3796778 6.9202457 11.2319410 5.4302786 10.7842054 9.7764028 8.6804393 8.2794555 3.5127452 11.1118287 10.3414077 10.2823966 7.5326419 2.3428107 11.1756085 2.5127326 8.9956623 7.6826674 5.5127420 10.8231026 9.6189417 9.2023521 9.8700402 5.2254600 7.7648822 10.1076889 0.3427823 11.2508346 10.3707234 2.8022553 8.0501762 9.3428032 12.0637028 10.1992429 8.8309990 7.6235882 15.6714222 9.4021617 7.9126732 10.5070958 4.9277780 9.4342527 8.4823687 11.5904482 3.0432570 12.9309464 4.8838358 9.0994904 10.0977048 6.1501717 8.7753591 1.3428392 9.9352744 10.3700323 12.2102892 6.8974062 15.0529788 4.9277780 9.5371557 9.1453338 10.9352744 NA 7.7265213 13.9808006 12.4090748 9.1372332 5.1241751 8.5252119 10.5901516 9.4733880 10.6832239 7.7479586 7.2254600 8.4721002 9.9230759 6.4721011 9.9277799 7.6915453 9.9821581 9.6992693 9.6613602 8.9992421 11.4202540 9.5363426 14.1186848 -0.6572177 1.6647559 10.8580244 8.8858492 9.5547057 10.2147226 -0.6572177 9.6002053 1.3428392 13.4043573 12.1370301 10.7696062 9.4236349 7.5177434 10.4075601 11.0626340 5.8185515 8.4951023 4.8974050 10.6241679 10.8073631 11.4428521 10.1725400 9.3789910 8.5836086 10.5836087 8.0328155 0.3427823 3.9277827 8.9126729 7.4669387 1.3428392 10.3435216 12.0821761 9.9277799 12.1039530 9.2527104 2.6647559 9.6522938 7.5812224 10.8913455 7.6826674 4.8346708 9.5883700 6.0010298 4.6647445 9.7543283 8.0045952 11.7178568 12.4053695 8.5498316 9.6166130 12.8057030 8.9390070 9.3817363 8.7069522 9.6959642 NA 7.6096035 10.5077243 1.6647559 8.1522641 10.1671795 10.7302962 9.3329214 10.5913380 11.6522937 10.7847241 2.8022553 10.7516778 9.0739327 5.2735532 8.7753591 0.3427823 8.0363044 5.8185515 12.3705506 11.4352442 9.3129233 10.5045791 10.7003693 9.5728378 2.5127326 11.1753514 9.1307198 8.0010287 10.7162263 6.1110021 5.4721011 4.3428178 2.3428107 6.6737345 2.1501697 10.2482044 2.9277827 8.9575272 5.2970153 -0.6572177 1.3428392 11.8004547 10.6653089 11.3727947 10.6195233 12.2285137 7.3762400 9.3011381 7.0367923 7.5907450 10.4136091 9.9593662 10.7537986 4.0977035 -0.6572177 NA 10.3442255 9.2285138 8.6166128 2.9277827 9.0275660 9.4925645 10.5571364 8.0009572 10.2108682 0.9277448 1.3428392 0.3427823 1.6647559 14.6113593 6.9427303 9.3215277 10.7893837 -0.6572177 8.8916391 8.6848254 11.9875749 7.6647452 10.8175373 10.2999193 9.6703700 9.5583503 9.1549948 11.5092943 9.7232783 9.5776348 10.3837920 7.5375741 9.3707234 3.8022449 9.8426632 5.4302786 7.9821220 12.0094852 -0.00055444 0.01880300 0.14073000 -0.00041585 1.45340000 0.00000000 -0.00567570 0.70645000 0.12491000 -0.00055444 -0.00055444 -0.00055444 0.01880300 0.01880300 0.14073000 0.14073000 0.14073000 0.14073000 -0.00263220 -0.00041585 0.00110930 0.00000000 0.00346870 -0.00166290 -0.00567570 -0.00124730 0.73208000 -0.00055444 0.70457000 -0.01794100 0.12491000 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 10.2100961 6.3651851 7.4461048 7.5779703 -0.6572177 10.0099289 10.7156824 8.2253685 10.4604604 11.5366661 10.1241770 3.2497032 5.4925647 10.2757702 3.1501697 4.0432570 11.3132828 6.0010298 0.3427823 8.4169588 5.5907457 -0.6572177 8.5692294 8.5351101 11.7026685 10.3561401 11.1813201 7.1757072 -0.6572177 NA -0.6572177 9.8165231 8.0328155 9.0222973 -0.6572177 6.6282195 8.9776285 9.9830623 9.6084324 10.1573999 8.6374382 8.9296570 10.2039043 3.2497032 10.4048634 9.2100961 7.7178567 4.5907457 9.2512099 7.4513422 12.8910372 11.5171189 9.3665716 13.4621638 12.7125510 6.8663789 8.0501762 10.0249341 9.4008090 10.4817290 3.7351322 13.7502843 6.3200965 9.9021945 0.9277448 NA 10.5559216 7.1629965 13.0574922 9.6926514 14.1186848 8.8266330 8.4382142 12.8666243 9.1693658 7.5177434 12.9464437 11.4428521 12.0196559 12.4431512 10.1356076 2.8022553 10.7800492 9.7036645 10.8251211 8.0045952 7.7857611 9.8336683 12.5768863 9.6374382 11.3122039 6.3651851 7.2970135 8.7135047 11.3075192 12.5984361 9.5338765 4.5907457 NA 9.0240559 12.7514125 11.1273132 7.4513422 10.5020580 11.9422653 12.0991652 10.3561401 10.2170302 11.1937855 5.5127420 10.0876511 4.5907457 9.5907448 5.4513430 9.6166130 6.9202457 8.7795290 12.0165460 9.2451923 11.0090414 9.8868158 1.6647559 14.8041049 7.2390896 6.7436967 7.6968465 10.7118694 8.2705953 5.3428178 8.5375741 9.6782077 8.7795290 12.3252762 6.2735551 10.9798950 7.7091397 0.9277448 10.6328362 11.3272358 10.1677761 NA 11.5507468 9.5895579 5.0707371 10.5788316 2.3428107 8.4249666 6.3315028 9.2527104 10.0237570 1.3428392 9.5239696 1.3428392 10.5077243 10.6914016 10.9074432 12.3705506 10.6037369 11.0410879 10.7162263 10.8663793 7.4461048 8.5907450 10.3293705 10.6241679 -0.6572177 0.3427823 NA 9.5375743 11.0778741 8.7836865 0.3427823 8.8916391 9.0501765 10.6517252 TCGA-SX-A7SO 64 0 NA 1257 kidney stage i t1b nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 2 5 3 2 4 4 1 2 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10.1537511 10.4529291 8.1719819 6.2879653 15.0712950 10.5717044 8.5074605 11.0072968 4.5935928 10.0320058 7.7808993 11.8838622 -1.1877072 13.4557503 1.0107082 7.8811182 10.8538914 6.7251222 9.3030832 9.1409072 9.8850348 7.9796504 13.0498904 6.7429696 14.2315242 6.5469423 9.1968974 8.1807386 11.7271779 -1.1877072 6.8009167 10.6581143 12.6271151 9.0398482 1.8122518 8.9049895 9.3990719 9.0020569 10.8763014 8.3839850 7.2879653 9.5629392 9.3377530 -0.1877072 9.4241791 8.6810549 10.5545417 10.5948210 9.9466586 10.0749144 11.7773618 9.7916575 12.6596811 0.3971458 NA 10.1741761 9.6889641 9.0790188 10.2935272 1.1341552 4.3971937 1.9821448 13.7135234 10.4163221 9.9049893 14.2239418 8.9708419 10.4488569 10.9151921 2.5126820 7.8863739 5.0020589 10.7613294 11.6023771 11.7643874 10.1861849 8.5074605 8.0386447 10.6635909 4.1341634 -0.1877072 3.8122312 9.0434533 NA -1.1877072 7.3820879 11.5488456 9.8037542 10.7805390 9.6810548 2.3972006 9.9318219 8.1341603 11.1684201 9.8702240 6.8346000 9.0743272 4.3971937 4.9509629 10.4578907 8.3239847 11.8067625 10.4237182 8.6017660 9.5677291 12.7374158 9.1205712 10.5000453 13.2038786 12.1937752 NA 8.8401384 10.6240083 8.8543978 9.8355569 10.4497628 10.8220609 7.1829197 10.4811173 10.9642001 10.4116802 3.2716647 11.1120126 9.2201161 3.1341552 4.1697807 0.3971458 8.6082718 6.3744744 12.3194075 10.5591664 9.9240200 10.3581621 10.8883798 9.5013567 3.2716647 11.0673435 9.4149311 7.8648002 10.4978571 0.3971458 5.1697847 4.4269423 1.3972006 8.7325850 -1.1877072 11.0149683 2.7191177 6.0216863 4.8122312 -1.1877072 NA 11.6292159 11.0017480 11.5993186 11.4945685 11.6157580 10.3372636 9.3835868 5.8519189 7.0790186 11.0831116 9.9201032 11.4982950 4.5935928 NA NA 10.1692343 9.5528564 8.4686570 NA 13.2927700 11.9233679 10.0601598 6.2531838 8.6482824 -1.1877072 NA NA NA 14.7979853 7.7488704 9.1708835 10.9849723 NA 8.9783953 9.0301658 10.9924522 7.1697847 11.6129300 10.4578907 9.1872716 9.1970159 9.3120781 11.4969809 11.0755015 10.4365708 10.4223344 7.3200270 9.1875433 2.2716647 8.1763667 4.9656319 8.0110947 10.3274392 0.00050378 -0.00290910 -0.00027724 0.00000000 -0.00152430 -0.00097017 0.00527490 -0.00871460 -0.05320600 -0.01601700 0.00050378 0.01279500 -0.00290910 -0.00290910 -0.00474590 -0.00027724 -0.00027724 -0.00027724 0.00083195 0.00000000 0.00000000 -0.90297000 0.00624810 0.00624810 0.00527490 0.01112100 0.00624810 0.00319100 0.01293400 -0.02109800 -0.05320600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 0.000 0.000 0.000 9.8593562 7.2384974 8.1182938 7.4763955 NA 9.3990719 1.6196008 7.1444931 10.4565392 11.4515639 9.9989655 1.3972006 5.9821562 9.9220630 5.2216219 8.1587460 10.9168310 4.3971937 -0.1877072 6.8675147 4.6702115 -0.1877072 8.6964029 5.7547459 11.2698517 10.5507468 11.5017979 7.0696205 -1.1877072 -1.1877072 1.1341552 10.2696132 8.1386619 9.2458177 0.3971458 3.7664255 8.8484057 10.2920125 9.2088369 8.2798376 9.0895196 10.0216856 10.3484794 2.8996977 9.9440892 8.7980742 6.4046886 3.8996977 9.2634434 8.9246718 13.3486616 11.5245443 9.0143561 13.3987789 13.1341603 6.0410502 7.7281117 10.0506371 4.4269423 10.1626190 2.8122312 12.8061436 4.3040875 9.0801894 1.3972006 -1.1877072 9.8037542 7.8996953 12.4277469 9.6443311 12.6596811 9.3318684 9.6123232 7.0265511 9.9201032 8.9708419 14.5468890 11.7643874 11.0787260 12.9525029 10.2960480 NA 10.8224106 10.2458177 10.9821572 8.3239847 7.5737835 10.0548109 12.9310111 7.8346000 11.9728916 5.5935928 5.6702143 7.0168038 11.8595266 12.4092372 8.5553836 0.3971458 -0.1877072 9.0696200 12.3551432 11.0192283 6.5870199 11.2279740 11.3511487 12.2597030 10.5507468 10.0374397 11.1002331 3.5126694 6.2634439 3.5671195 9.7930858 4.8783232 9.3090861 5.4846570 9.1675832 12.2578796 9.6355995 11.2785637 10.1045539 2.2716647 14.6141679 4.6344539 5.1872729 8.0536913 11.2445132 6.7547472 2.6195773 9.2839074 9.9148642 11.1612370 11.4917124 3.8566272 8.5074605 7.9233679 NA 12.7668830 11.4119127 10.3868258 NA 12.1420286 9.6764183 0.8122107 9.2152442 6.3971954 8.7070499 11.0066813 9.6810548 9.7631672 1.1341552 9.7473973 2.2716647 10.6240083 11.5812436 10.1182939 12.3194075 11.0008211 11.6459130 10.4978571 10.0889383 8.0601598 6.7130992 10.1205712 9.3943742 NA 5.1520820 3.5126694 6.9568907 14.0169646 9.6090830 -0.1877072 8.9783953 8.6592895 10.4402220 TCGA-SX-A7SP 66 1 496 NA kidney stage i t1b n0 m0 female 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 3 6 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.803367e-06 5.548821e-07 11.4285714285714 17.1428571428571 14.2857142857143 35.7142857142857 21.4285714285714 9.4674935 10.6091024 9.4970377 8.9009552 9.8601984 8.8752766 -0.1718559 8.1576127 8.7514801 1.6355222 2.6920924 6.1590701 6.4934888 5.9049681 6.7290198 10.3084380 11.7374833 7.9261845 11.3641570 9.7470010 11.6608449 14.4779854 11.4417120 10.8097200 8.6355077 5.9591859 6.7996961 12.8644276 5.8615758 -0.1718559 3.6861307 9.7743280 10.4396386 10.1879022 5.8393802 2.2875905 8.3240077 9.0557686 11.0256766 8.5423981 4.6355048 9.7410420 9.7161349 10.8480908 5.3980083 11.6872992 8.3119685 10.6826315 9.4017998 8.4647773 8.4502046 4.3517131 10.4899308 10.4524912 10.1181715 8.6783396 2.7814227 10.9941996 2.1209491 9.5779131 8.5093910 3.3517131 11.0698379 9.3008435 8.9275004 9.8637491 4.3827433 8.9076376 11.2348891 6.7765199 11.8935688 11.1152879 9.2523189 5.6610427 8.5728522 10.9873934 10.2695407 9.2224225 7.5146533 15.7830760 9.6845782 8.4483724 10.4890400 5.5560738 9.4845776 7.5560730 10.8505205 5.2544164 12.8843670 3.8540655 9.0375815 5.6736440 6.0949391 9.0117880 2.6354990 9.6070512 9.5458290 12.5536255 7.0808186 15.2509525 4.0760802 9.9252696 7.2161696 11.9553410 NA 9.4674935 13.5759261 12.6985174 8.8996149 8.6767755 8.5780220 10.5624389 8.3180004 12.3622123 8.9600098 7.3556295 9.2947391 9.4647773 3.4720068 9.3865734 8.6985175 10.3663417 9.8847904 9.3536735 8.6144224 11.2993223 9.6977465 13.1045679 0.8281441 3.9980781 10.7069699 9.4622104 9.4683976 10.2993198 -1.1716934 6.5560738 3.2875905 13.2879685 8.5023449 10.4178038 12.1376290 7.8888486 10.4460793 11.9288150 4.0376019 8.3884853 6.6547005 10.9073041 11.3570951 11.3677187 9.9248679 9.2752359 9.7470159 11.7295853 2.1500722 2.6354990 2.4131066 8.7410419 4.6861363 1.6355222 10.3018584 12.0774143 9.7350433 11.4084113 9.7191769 1.8281441 9.6665688 7.6483317 10.3066544 10.8519070 8.4827886 7.9677041 5.4863636 5.2656132 10.4625099 8.1768807 11.6324854 11.1666105 8.6969752 9.8669276 13.1061665 9.1746663 9.4224773 8.7910486 8.6657807 1.1501047 7.1768812 9.9169410 0.8281441 8.5011437 9.9873934 10.7199364 7.5662451 10.1829531 12.0745964 10.6942725 3.1500884 10.8362311 8.9815273 4.0376019 8.5796968 -0.1718559 7.9340612 6.0179776 12.3826216 11.0488333 8.9854996 10.6322837 10.6322837 8.8393799 2.5285963 11.0998725 9.2460052 8.4792043 10.7935762 6.3200062 4.5005790 5.6861335 3.7823457 8.1568274 0.4131608 10.4629637 0.8281441 9.1955673 5.9697491 NA 4.2875831 11.4823411 10.7477609 11.2359516 10.4483725 12.1319334 8.9980776 8.2247576 7.0033774 7.6892397 10.7537071 9.6876875 10.1001992 9.6144224 NA -1.1716934 10.3458220 9.3846588 8.2161701 4.9980781 10.5290258 9.2679835 10.1313626 6.6696221 10.4154426 0.4131608 3.5830376 NA 3.9156165 14.0817786 7.6322835 8.9129612 10.7492497 0.4131608 9.3585591 8.9362590 11.1063117 8.0155048 10.4661360 10.7888787 9.3846588 9.4629637 9.3932549 11.1942016 11.2433663 10.3443452 10.6519179 7.6547012 9.5541495 3.2204693 9.6946589 4.7588894 7.1901407 11.4147580 -0.00774820 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10.6387243 5.4863636 -1.1716934 7.4354828 2.9980691 0.8281441 8.0689438 7.9261845 11.1197234 10.3084380 11.8866654 7.2375436 1.8281441 NA 2.4131066 9.8274481 7.4647777 9.8386808 -1.1716934 6.0665564 9.5155284 9.7529651 10.2486393 11.0828861 8.3788996 10.3033795 10.4469970 3.4131201 10.1955675 9.3139820 7.5526668 4.3827433 9.0867188 6.8225058 13.5719878 11.5520269 9.1977499 13.5896000 12.5043302 5.9261845 9.1868038 10.2643437 10.2906550 10.4588748 3.8725431 13.4869778 4.7350455 10.8494797 1.9980872 NA 10.3139820 8.2010177 13.0665574 9.7647907 13.1045679 9.2332942 8.5005782 8.0831814 11.0572719 7.8888486 13.1878336 11.3677187 11.6697170 12.1724486 9.9438466 2.6354990 11.2172462 9.3190037 10.6511218 8.1768807 7.6892397 9.7054368 12.3037595 9.6004673 10.8895205 5.4428639 6.7765199 7.8196746 11.4901534 12.2214091 8.8111463 0.8281441 0.4131608 10.2004737 12.6161572 10.7616958 6.5076329 10.5564984 11.6191120 11.5080726 10.3084380 9.7470010 11.4417120 5.2375446 8.8505204 4.1135588 9.2118569 4.8281543 8.8969309 5.3980083 8.1613083 12.4699606 9.5389591 10.9801206 9.5594717 1.6355222 13.7568098 7.2619886 7.3517149 7.5522910 11.1887254 8.0204455 4.1135588 8.6499265 9.8519070 9.3621054 11.8456571 8.8505204 11.1287913 7.1319331 4.4720068 10.6338966 10.9823379 10.2638229 0.4131608 10.6302651 9.0388241 4.8281543 10.3038861 -0.1718559 8.1433021 7.5181503 9.7191769 9.8967832 1.9980872 9.7492498 -0.1718559 9.9169410 11.0695401 9.9734480 12.3826216 10.8442645 10.8567494 10.7935762 10.6375189 7.8807210 9.1911922 10.1680026 9.6403299 -0.1718559 0.8281441 NA 9.2988116 11.6003972 8.6594601 0.4131608 9.3585591 9.2937190 11.8548490 TCGA-SX-A7SQ 48 0 NA 1266 kidney stage i t1 nx m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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36.3636363636364 10.3896103896104 7.8170994 9.5734302 9.6068943 5.9581420 9.8543074 7.9792045 4.6076440 9.5142400 8.8479603 -1.2993827 0.6267662 5.1436995 5.7668442 5.7775696 7.0226830 10.6132705 12.0224016 7.7175633 12.5337442 10.1011011 12.4936473 13.9288623 11.3296565 11.2430618 6.6255671 5.7793858 6.6665393 12.0371224 5.7007560 3.6076499 4.3454744 9.9762979 10.5741995 10.5316667 3.5081117 2.0226874 9.1754752 9.2696616 8.8681734 8.3264641 6.1016354 9.2819560 9.9628502 10.7053270 7.1724305 7.9815262 5.5955723 10.3364734 9.4489482 8.9803658 7.8066637 1.2856981 9.7286613 9.5089151 10.3678669 7.9102086 2.5080990 10.9835194 3.2336887 8.3603946 8.3446115 3.9861561 10.8942807 9.5602902 8.4388476 9.4846048 5.3006692 5.1101461 10.2060706 2.5080990 11.7986229 10.0752514 10.3964187 6.9102086 9.8112321 10.8447762 10.4188600 9.3473140 6.5016557 15.6630640 9.2447539 8.5064992 11.8769285 4.3154648 9.1385073 7.9439295 10.7705408 3.9861561 13.8678206 3.7805621 9.3759715 9.6016222 6.0226830 9.1291156 1.0226874 9.6031304 9.6534966 12.3469765 7.5864518 14.3543405 5.1926084 10.1698426 7.5177387 10.3182228 NA 8.1374666 13.4373687 12.5839714 8.2025926 -1.2993827 7.6722987 11.3678669 10.0221198 10.6622051 8.2932123 7.6607575 9.8027311 9.7265870 2.7007504 10.4316500 7.4422220 9.5161387 10.3228072 8.9628503 9.0681702 11.6890015 9.1693794 14.1965479 1.2856981 2.9486756 10.9501651 9.2370024 8.3959835 10.2610881 NA 3.3446155 0.2856981 13.7324135 11.8263302 10.2758218 10.4543900 8.6894400 9.1976091 11.3305673 5.4150014 8.3553912 4.2857203 11.1612113 10.5929186 11.6102772 10.7759002 9.0011078 6.6016222 11.0238101 5.9768791 -1.2993827 2.4011936 8.8390271 7.9343750 -1.2993827 9.5169390 12.6105547 10.1164971 11.3734017 9.7217353 5.0348936 9.5501604 7.5241225 10.4196007 8.1622347 5.6549510 8.7063800 10.4171462 3.5356673 10.2199001 8.3837501 12.0408836 11.7636447 8.7935126 9.0855391 12.4103777 9.0539023 9.6395997 8.3025261 8.6285334 NA 8.0909243 10.2001030 -1.2993827 8.5658237 10.2885329 10.8590495 10.0467149 10.2433036 11.8347003 10.7755658 1.8706606 10.3863802 9.2588699 4.0583078 9.1457702 -1.2993827 7.7587469 6.2085504 12.2589369 10.5622300 9.1724305 10.4894737 10.7695337 9.2065668 0.2856981 10.7990441 8.9367695 7.8731826 10.9867354 6.4218544 4.9102098 4.8706804 2.6076499 8.1986071 2.0226874 10.3611970 1.8706606 8.4029281 5.3768530 -1.2993827 -0.2992052 11.5862611 10.7516243 12.0214149 10.7049758 11.4620988 7.7203462 9.8744075 6.5304781 8.6520401 10.5221307 9.8027311 10.7369289 5.0930742 -1.2993827 NA 10.2772397 9.0226835 8.4011953 3.7882159 11.8074818 9.9259628 10.1122663 7.0080476 10.7007554 -1.2993827 NA 2.1601780 1.2856981 14.7222342 7.8222891 8.6136447 11.0825686 NA 9.3090102 9.2074200 11.7945030 7.1966100 10.7984583 10.0544536 9.3793554 9.2095406 9.1622347 11.5087140 10.2159623 9.4388476 11.2008503 6.8606264 9.6213241 3.0930700 9.2950799 5.2377396 7.6319359 11.0965572 -0.0024938 0.1486800 0.8661200 0.8868600 0.8720900 -0.0309500 -0.0048273 0.8653300 0.2728500 -0.0024938 -0.0024938 -0.0024938 0.1486800 0.1620500 0.8661200 0.8661200 0.8661200 0.8661200 0.0000000 0.8681100 -0.0120240 -0.0309500 -0.0880610 -0.0880610 -0.0048273 -0.0116110 0.8427800 -0.0074364 0.8681100 -0.0012473 0.2728500 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 9.6578574 6.8606264 6.7560372 7.5839793 NA 9.5209343 9.9102087 7.0877821 9.8812862 11.4036942 10.0828389 1.0226874 6.0406054 9.4548078 3.4556363 5.2706112 11.0240916 10.4171462 NA 7.4011953 3.9102050 0.2856981 8.0539020 8.1926084 10.8605731 10.6132705 11.1105255 5.9102098 NA NA 0.2856981 9.8511373 8.3355663 9.1946109 -1.2993827 3.6076499 8.8893442 9.9355727 8.9687123 11.1663217 8.6166349 8.5803385 10.9298746 4.3731819 10.3099341 9.5478126 7.0844598 3.5587329 9.4046590 5.9953760 13.4183247 10.8644050 9.5703493 13.5993095 12.8420642 7.2857175 8.9628503 9.4539721 6.4886580 10.1027014 2.6076499 13.7261112 4.3154648 10.7590854 1.5081244 -1.2993827 9.9492759 8.3959835 13.0461606 9.1122664 14.1965479 9.0113682 8.9102086 12.4844698 9.4984168 8.6894400 13.5927763 11.6102772 12.4070355 12.9419192 10.7712118 1.2856981 10.5320626 10.2495772 10.6035073 8.3837501 7.8581023 9.6113982 12.9851457 8.2572615 11.4310111 6.3942415 6.8756806 8.3080855 11.2817205 12.3646470 8.7681896 -0.2992052 -0.2992052 9.1395473 12.7197379 11.1683049 7.3337502 10.6425366 11.2953132 12.4171461 10.6132705 10.1011011 11.3296565 3.7451513 9.8196964 5.5833987 9.0226835 3.9486849 9.3391913 7.1724305 10.1379872 12.6554715 9.1488716 11.0736204 9.8505025 2.5080990 15.0647532 8.1340489 7.8656621 7.5822060 10.5814867 6.7560372 2.4011936 8.9884677 9.9241538 9.1683610 11.8873339 4.0930700 9.0147720 7.6136444 4.2553421 10.2374882 10.6901498 9.9325765 NA 11.3714116 9.9337758 2.7007504 10.3683105 1.8706606 8.8287496 6.5772717 9.7217353 9.9085872 3.5081117 9.6534966 1.8706606 10.2001030 10.8933564 11.4633450 12.2589369 10.4239897 10.8390271 10.9867354 10.5044828 7.2629978 8.6751699 9.6483923 10.2457198 -1.2993827 NA NA 8.6780353 10.8184958 8.9884677 -0.2992052 9.3090102 8.7091841 11.3006682 TCGA-SX-A7SR 66 0 NA 805 kidney stage ii t2a nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 50 1962 white not hispanic or latino NA NA 1 5 1 3 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.25475275 7.64617922 6.38028442 7.83971652 10.84866675 11.48706619 8.77587032 11.96935662 10.41998756 12.51581124 13.99185323 10.71077527 10.96453184 8.37167211 6.44148514 6.61001936 11.01241489 6.38884735 5.85833168 3.23589552 9.86831652 10.75863164 10.16787685 4.34551702 0.57288967 8.90980880 9.28373661 10.13517263 8.36083260 4.11725452 7.79209855 9.57386925 10.71333401 7.92460588 11.59922312 7.62821294 10.25533962 9.86678499 7.98796771 9.21196931 2.79533058 10.30989580 9.74868764 10.30198448 7.80174909 1.82387162 11.19552508 2.20520481 8.56240997 8.05942991 6.23589552 10.92570938 9.06878526 8.62821258 9.65944689 5.15789258 8.43091121 10.36842876 -0.01202434 11.97842632 11.18241683 9.98726316 9.59252095 9.86370945 10.05001391 9.99709647 9.30538029 7.95951110 15.59104347 9.52906427 8.34551968 10.26873848 4.96524866 9.41213411 8.11725088 10.91389304 2.30990376 14.12883744 4.15025908 8.62955006 10.01379944 6.08600031 9.09256662 0.98797566 9.45149220 9.82556416 11.83639508 7.67096210 14.71336782 3.15790066 9.20099911 8.15789258 11.12175217 NA 7.97096119 13.70264257 13.23678480 8.77587032 4.30989648 7.37167211 11.56492442 8.60267771 10.55877216 8.63722405 7.15789258 8.29174858 9.63452648 NA 10.57386916 7.19253842 10.55068715 10.40265301 9.17531975 9.32224095 11.57035439 9.16538716 13.68672666 2.68840419 1.98797566 10.80214967 10.74963533 9.40476521 9.70135429 -1.01216982 3.79532019 2.68840419 13.40060374 10.66348374 10.65330370 12.25650973 9.40476521 9.27798661 10.41737449 2.79533058 8.76932744 6.59529777 11.27336995 10.86256491 11.04829893 10.31720343 8.96238244 8.71588822 10.40950667 6.19742116 1.30987466 4.30989648 8.92165828 4.11725452 0.57288967 9.78481852 12.15961367 9.75118016 12.44252410 9.40370955 4.01654089 10.01241489 7.35865472 10.08960209 9.68232556 1.98797566 8.38028529 3.07542994 5.13771663 10.63182394 8.19498186 12.49229020 11.60152702 8.28717583 8.88430028 12.42649972 8.81451614 10.12431805 8.91129521 8.70392987 NA 6.94797000 10.38028518 -0.98336106 9.09739352 9.88732466 10.81491342 9.51934926 10.34166592 11.59645362 10.42467933 2.57293816 10.27510299 9.52719450 3.38028616 7.69532714 NA 7.25006245 6.41423196 11.99587100 10.88202756 9.23233146 10.19253891 10.78724936 9.06344686 2.15788450 10.99059294 9.08994352 7.47982068 10.64751770 5.03236096 6.33669578 4.89485656 1.51404649 7.83659071 3.07542994 11.10852962 -0.01202434 9.03372748 5.68840699 NA 1.57293816 11.52761125 10.66876676 11.90366042 10.65640958 11.81173303 7.69532714 8.93194775 6.09198961 7.07011665 10.46623179 9.76686627 11.26263711 2.98797566 0.57288967 NA 9.42259590 9.39523550 9.11982458 5.90683048 8.22398189 10.39257717 10.75986980 6.60686710 9.70650068 2.30990376 2.15788450 3.30988921 -1.01216982 14.26369215 7.47982068 9.19620203 11.04663600 1.30987466 8.79371157 9.26973543 11.44816763 8.03509160 10.48132286 9.55306977 9.59344734 9.62730843 8.78886773 11.02654384 10.48581955 9.92828134 10.33448146 7.40582052 9.76522310 4.34551702 9.33226374 5.37132536 8.15561163 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2.57293816 7.43505097 11.26931829 3.07542994 -0.01202434 8.13517263 4.11725452 -0.01202434 8.46572597 8.64260375 11.22790036 10.84866675 10.84304646 6.51934847 -0.01202434 -0.01202434 2.30990376 9.70564414 8.45353404 9.11338119 NA 6.02139089 9.34111448 10.02962695 9.07940318 10.13707977 8.28717583 9.68667245 11.06378112 1.98797566 10.23885826 9.38457246 7.82085802 4.07542994 8.96953503 5.21678465 13.27098373 11.74972674 9.64528627 13.82347541 12.17268815 6.69532714 7.18764009 10.25182381 9.83580804 10.30594556 5.07542994 13.49959687 5.27337042 9.75118016 1.57293816 -0.01202434 10.10236078 7.78562901 12.92543353 10.00268565 13.68672666 9.23470824 9.26409209 10.13135090 9.03372748 9.40476521 14.25924838 11.04829893 11.84924855 12.00216260 10.34826617 4.41423027 11.39841910 10.79330856 11.04325017 8.19498186 7.88278548 9.88505693 12.63058360 9.44944727 11.82382080 5.41423365 7.01587330 8.73616073 11.34221715 12.45862662 8.71758835 NA NA 9.43194737 12.28688949 10.96376916 7.49972074 10.90645832 11.4309112 12.3577014 10.8486668 10.4199876 10.7107753 5.9879688 9.4748027 4.0754299 9.2059254 5.5729291 9.5813588 7.9246059 8.6727163 11.8694240 9.2860303 10.9833816 9.9872632 2.7953306 14.8446850 5.2398753 6.1069094 7.8001130 10.8740454 7.9275469 6.7953228 8.5860201 9.4350510 8.5367896 11.6851525 7.1275188 10.5080953 7.3143974 -1.0121698 10.5363080 10.4883117 10.3383544 NA 11.2022869 9.1949821 4.8459466 9.5511640 1.7953098 8.6762180 7.1628938 9.4037095 9.4390758 2.4473941 9.1107957 0.9879757 10.3802852 10.8369818 10.1833400 11.9958710 10.6617185 11.1556995 10.6475177 10.3711320 6.8271712 8.5251860 9.7578055 9.9253415 -1.0121698 4.8208580 NA 9.5530698 11.2377597 9.0820455 -1.0121698 8.7937116 8.2119696 10.5487782 TCGA-SX-A7SS 67 0 NA 1615 kidney stage i t1 n0 m0 male 2010 NA no 100 kidney papillary renal cell carcinoma 50 1959 white not hispanic or latino NA NA 1 5 1 7 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 2.496969e-06 6.936026e-07 6.38297872340426 17.0212765957447 22.3404255319149 28.7234042553192 25.531914893617 10.7489019 9.1911779 9.9887344 5.7916474 9.0435654 6.5437201 1.5437433 9.5870476 8.6832708 0.5436938 0.9605858 6.1286811 4.4979189 7.0515146 7.9230981 10.0613889 11.3048552 6.9615724 12.3508731 10.1286820 12.9224208 13.4941405 11.5468860 10.9488610 8.2126044 7.3575010 6.1135755 10.3915599 4.1875777 NA 5.7531740 9.6271988 11.0031511 10.2673805 5.0355711 2.7136518 9.3734422 9.3002759 10.1173667 8.1021400 4.4506108 12.3880330 9.4595988 10.6145114 3.5437186 9.5867467 6.9615724 10.6877404 10.4001451 8.8081620 8.6391164 1.8656417 10.5846941 10.0234997 9.8256495 7.5881134 2.3510629 10.7862982 3.0635202 8.1525287 8.4536126 2.7136518 10.8192621 8.9552305 8.4506100 9.1100970 4.5881149 7.3766099 9.4950041 6.6311829 10.4729779 11.3494634 5.0355711 5.4263620 9.3097183 12.1821554 9.8857941 9.2716400 7.6470072 15.0388250 9.1875758 8.8543323 8.5437194 4.6311800 9.8475003 8.2579648 10.8690250 3.6311858 10.8863498 6.0760374 9.3458643 10.3962490 7.6574614 8.2952634 -0.4562072 9.7892723 7.5095035 11.3698708 6.5437201 12.6566640 5.5210005 9.2352187 6.9615724 11.0051990 NA 8.4324626 13.8590814 12.9148155 9.6325078 6.0828793 4.7531713 9.8554678 7.5826388 10.7261139 7.1286821 7.4744571 8.2302198 9.8679000 NA 9.8383403 7.6522441 10.2868709 10.2977719 8.6652531 8.4171635 11.3971149 9.5493440 13.0031511 3.4506042 1.1286893 10.3421914 9.1343067 10.2267141 9.9499246 -0.4562072 5.1286811 3.8656516 13.5666074 8.4171635 11.5202836 10.6781459 7.1059619 10.8273867 11.7665144 3.6311858 8.7010666 5.6730023 10.5238591 12.3139704 11.4205779 9.8128462 9.5324042 7.3829231 10.8751964 7.4079059 1.8656417 4.4506108 9.5037214 5.1286811 NA 9.7519539 11.8732356 10.2037154 13.5494318 9.3119038 2.7136518 10.3027754 7.8746365 10.4799452 10.8279653 3.0031524 9.2716400 5.5210005 6.0031502 10.5102250 7.5095035 10.9568185 11.2843436 9.6561590 9.6848687 13.0137428 8.5660872 10.1305594 8.6417516 7.4506100 NA 7.5324042 10.6483183 0.5580717 10.0800833 9.6232042 10.0857841 9.1059619 10.1135751 10.9541709 10.2571060 4.7531713 9.9938998 10.0394647 1.1286893 8.1211486 0.5436938 8.4415648 5.4744555 11.6707466 10.8645201 9.2196765 10.7987481 10.7054813 9.0415713 3.1286893 10.9953686 8.9908029 7.4625824 11.0906140 -0.4562072 6.2851858 6.5771418 2.1286893 5.0355711 3.2441564 10.1059619 1.1286893 7.5095035 5.9387821 NA 1.5437433 11.5545972 10.5605278 12.1956681 10.4633278 12.4564218 7.0828782 7.8291214 6.4754027 8.6071146 10.1389770 9.3860698 9.0789948 6.3381356 NA NA 10.3348824 9.0355725 8.7236285 2.1286893 10.6864648 11.1988030 10.7067402 7.8668196 10.1050075 NA 0.5436938 2.1286893 NA 13.6897313 6.8835695 9.0214778 10.6607132 1.5437433 9.0711966 8.4162098 11.8514896 8.4202365 10.3061016 9.6391166 9.7773392 9.4370211 9.1730762 10.8140148 9.7310715 10.0214778 10.4225368 7.3052711 9.7126548 4.1286811 10.4536126 4.9699839 8.4374762 12.1623344 -0.010370 0.034959 0.782920 -0.016841 1.504700 -0.017387 0.709070 0.720740 0.231010 -0.051721 -0.017770 0.772910 0.034959 0.014455 0.763040 0.763040 0.763040 0.763040 -0.858520 -0.016841 -0.017666 -0.030373 -0.027945 -0.027945 0.709070 -0.024388 0.000000 -0.037122 0.706450 -0.063658 0.231010 0.709 0.709 0.000 0.000 0.752 0.752 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 0.709 0.709 0.000 0.000 0.752 0.752 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 10.3168587 6.8924481 7.6985373 8.2423548 1.1286893 9.8081622 9.8979689 7.8768748 9.0672813 11.3279495 9.9605171 2.5437186 5.3766099 10.2090555 3.3510770 8.5066154 11.6401053 5.5210005 -0.4562072 8.1657713 5.2716386 0.5436938 7.9274236 9.1748965 11.6002048 10.0613889 11.0881721 6.8474996 1.1286893 0.5436938 2.7136518 10.0051990 7.7136443 8.9403242 1.1286893 6.2161444 8.7261139 10.1648557 9.7999282 10.1192588 8.4979157 9.7211390 10.3470434 3.7916474 9.6443818 9.3316221 7.3766099 4.0031524 8.8034628 4.4506108 12.5172375 11.8008127 9.5394867 13.9588671 12.6435604 5.6311829 8.4355032 9.5465345 8.5549468 10.3102484 3.3510770 13.2073888 5.5881149 9.2868710 2.8656417 NA 10.3061016 7.1657713 12.5320492 10.2001443 13.0031511 9.8813414 7.8520588 8.8880153 8.5633103 7.1059619 11.4887975 11.4205779 10.2944265 11.5719709 9.8520586 2.5437186 11.4603455 10.1547443 9.8902333 7.5095035 7.8429273 9.7797336 12.6054282 8.5295613 11.0410724 6.3638982 7.6574614 8.1059619 11.1211483 12.8442151 8.4714976 3.1286893 -0.4562072 9.6496280 12.2575356 11.4991297 7.5209997 11.0062218 11.9124988 11.7098826 10.0613889 10.1286820 11.5468860 5.5437186 7.8198438 3.3510770 9.5181342 4.4979189 9.3526837 3.5437186 8.7061109 12.4532095 8.5037216 10.6191987 9.8406357 2.8656417 13.8398471 7.9422066 6.9949304 8.1300341 11.6135049 7.4079059 1.1286893 7.7773395 9.5324042 8.2510785 12.7613744 5.9187583 9.4415650 9.1268023 -0.4562072 10.9365735 11.0987879 10.2476230 NA 11.2669538 9.2231995 3.3510770 9.6391166 3.0031524 7.5324042 7.4920871 9.3119038 9.1589262 1.8656417 9.4610916 3.7136408 10.6483183 11.2648187 10.1630225 11.6707466 10.5073382 10.7360124 11.0906140 11.0082653 7.2784290 8.9360369 10.2134904 10.7279750 -0.4562072 2.1286893 -0.4562072 8.3316219 11.9707311 8.1510500 1.1286893 9.0711966 7.7725383 11.0046873 TCGA-SX-A7SU 47 0 NA 1331 kidney stage i t1 nx m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA NA hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 10.0622606 8.8596621 NA 3.9549872 6.3266794 6.5118934 6.0557184 7.9538379 10.7189964 11.2767255 6.9948354 12.0696229 10.2706388 12.5923101 12.9156328 10.9345160 11.0497438 7.4632840 7.2100323 6.5631185 10.4605792 5.0910524 3.7218210 4.5631215 10.3309957 11.2722431 10.4199428 4.3847820 1.7218101 8.5462455 9.4024696 10.0939565 8.3067794 5.3463081 10.8233550 9.8900712 10.1522695 5.1812497 9.3303798 4.5631215 9.3942423 9.3402024 8.0616671 9.3067794 1.7218101 10.3371401 10.1557501 10.2256427 8.0467475 0.1368476 10.6608525 3.3019680 9.0295034 8.0764335 3.0437469 10.1941693 9.5683521 8.9231242 9.3670550 6.9697445 6.5118934 9.9971655 1.9442213 11.6810944 11.4952310 7.4129788 7.5504821 9.4519586 12.0097217 9.1894226 9.0554346 6.9760577 14.8005515 9.5280981 8.2243172 10.5714827 4.8647755 10.1382627 8.3042728 11.4778172 4.6287094 13.0713746 5.3091835 9.7414633 10.4059811 8.6701842 8.9280173 1.7218101 9.7716656 10.4291760 12.3834466 6.7807104 14.1994496 5.5462463 9.1021915 7.5714827 9.7634761 -0.8630212 7.1255395 11.7448782 11.7395533 9.4800401 3.4587888 7.7029082 12.1194916 9.4977016 11.0229320 8.1757736 6.2764055 8.4383507 9.8605155 NA 10.0946820 9.6376963 10.0399832 9.9768455 9.4083174 9.0881392 11.1389170 9.2348866 14.5659342 1.7218101 0.1368476 10.2904064 8.3340712 9.6895235 10.1319150 NA 5.1812497 1.9442213 13.0426175 11.5808340 11.1319150 7.1592225 7.4036410 9.8119293 11.1087572 4.4222599 9.1212729 3.6604153 10.8429187 10.2687115 11.1777572 10.3620619 9.7227560 7.0316720 10.2891392 5.3463081 -0.8630212 3.2243182 9.4314752 7.8613686 1.7218101 10.4655294 11.1470328 9.7000507 13.2259739 9.2163392 4.3067799 10.6019106 8.1141343 11.0357543 3.7218210 3.3847820 9.8066253 6.5031770 4.7218156 9.6024209 7.4176255 12.0041332 12.7108566 8.2583880 9.4744764 12.2096570 8.4744762 9.9157529 9.7852120 7.0616671 NA 8.1083980 10.1487805 0.1368476 7.8564486 10.1661417 10.2447254 9.3229687 10.0895957 11.1162796 11.1498281 3.5962912 10.6125879 9.2121330 3.9948331 9.8502409 NA 8.0407363 5.4587823 12.1606088 11.1152074 9.0087597 10.3499587 10.8463691 9.1098343 1.1368476 11.2196621 9.1368545 7.8303415 10.4018834 2.4587757 3.7807090 2.4587757 4.1663057 4.4944092 3.6604153 9.9657843 2.4587757 7.6721297 7.3685554 0.1368476 0.7218538 11.7506439 10.7662111 11.8923680 11.0278786 12.8736791 6.9377540 9.3907019 7.0288200 9.8681734 10.2342283 9.8942445 10.9190337 5.2029427 -0.8630212 0.1368476 9.8917419 9.2243172 9.1438816 -0.8630212 11.6087837 10.5388006 11.4822597 6.9553093 10.2609757 -0.8630212 0.1368476 0.1368476 3.5962912 14.2705185 6.4855830 9.7283768 11.4694505 NA 8.4987982 8.5149543 11.7017185 9.6604163 10.3578373 10.1241185 9.0601820 9.9255728 9.0734925 11.4772609 9.1141343 9.8424869 10.1606088 7.5205590 9.9274555 4.1368558 10.6277053 4.4602249 7.5923464 12.0177772 -0.00124730 0.00972760 0.00777830 -0.01224800 1.68590000 0.00055459 -0.00498440 0.83255000 0.07671000 -0.00124730 -0.00124730 -0.00124730 0.00972760 0.00972760 -0.30270000 -0.00130570 -0.00130570 -0.00130570 0.00346870 0.00000000 0.00180300 0.00055459 -0.00470790 -0.00470790 -0.00498440 -0.00407440 0.00360760 -0.00041585 -0.02068700 -0.05603800 0.08233200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 10.2309321 6.7734795 7.1312077 8.0086673 -0.8630212 9.4257205 7.0133718 7.4350084 9.3377530 11.5337883 9.4164650 6.9948354 5.5462463 9.9328940 4.8372924 5.8372949 11.4187845 6.5031770 0.7218538 8.1839782 5.9182145 1.4588019 7.7807104 9.4666508 11.7898271 10.7189964 11.2059786 7.4900013 1.4588019 0.7218538 2.7218101 10.0056770 8.3463076 9.2840595 -0.8630212 6.2866021 9.7598215 9.9417921 9.9979414 10.3254433 8.8596621 8.3656733 10.8233550 2.7218101 9.4888980 9.3117801 6.6044598 4.2243182 8.8833688 6.2967254 12.3564768 11.0624089 9.7543220 14.5095495 12.6870000 6.9697445 8.2789614 9.4001237 7.4406350 10.6525543 3.9948331 14.0394180 4.1812457 9.2440715 NA NA 9.0331868 6.9506352 13.0200705 10.7386252 14.5659342 9.0010405 8.0133713 13.5286351 9.7752904 7.4036410 12.0525471 11.1777572 12.3990961 11.6138537 10.2322515 1.7218101 10.8004126 9.2190034 10.9823445 7.4176255 8.2269670 9.6584548 11.9077248 8.5610206 10.8707129 7.4268736 7.3463081 8.3438688 10.1529663 12.8756856 8.0939562 -0.8630212 -0.8630212 8.8372943 12.3058399 11.6442477 7.3800281 10.8110467 12.0651878 12.1685557 10.7189964 10.2706388 10.9345160 5.9312694 9.4711277 4.2661344 9.2492939 5.4036427 9.4048116 5.1812497 9.1494789 11.6472898 8.8268526 10.9807755 10.9223069 3.9442119 15.2679277 6.1754448 6.7218169 7.9693646 9.8101635 7.0734925 2.4587757 7.3895195 9.4486028 8.7010039 12.3575351 4.4944092 9.7358374 8.0793690 -0.8630212 10.1812486 10.9713255 9.5334592 NA 12.1907803 9.1226963 2.1368476 10.7910430 3.9948331 7.2296120 6.3560223 9.2163392 9.7156611 1.9442213 9.3242064 1.7218101 10.1487805 10.9104058 10.3011328 12.1606088 9.9917228 10.2440716 10.4018834 10.7829631 7.4722449 9.4394933 10.2960951 10.5578674 NA NA NA 8.5205586 12.2811048 8.3800285 1.4588019 8.4987982 8.3389783 10.8035223 TCGA-T7-A92I 47 0 NA 356 kidney stage i t1a nx mx female 2013 NA no 90 kidney clear cell renal carcinoma 26 1987 black or african american not hispanic or latino NA NA 2 1 NA NA 4 4 2 2 2 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6251788 11.6856456 7.5762689 9.8475712 10.5810665 8.0385761 NA 10.0964058 8.9540849 NA 3.5416635 5.1292212 9.7330696 6.7666508 7.1627387 10.0434915 11.1986195 5.9662159 7.5807847 10.7203361 11.4488356 14.4249787 11.0601608 11.2590327 8.4936742 4.9453549 7.9523435 10.9257463 2.6511780 NA 4.7507083 9.9705237 10.2984612 10.3426684 3.3463187 1.0661925 7.1012067 9.5349810 9.4858708 7.2217524 3.8438231 4.1657512 10.3363400 10.6647959 2.4287856 13.6795077 -0.7410590 9.9009083 8.3764996 7.6997258 8.0385761 1.5807726 10.9666471 10.1754826 11.1025814 8.5773994 -0.1561769 11.1734922 1.5807726 9.7058210 8.5557728 2.9027103 10.5448368 10.1487408 8.0662114 9.8244301 2.9027103 6.0402174 10.6768594 3.9027103 12.7267169 9.2368521 3.9312859 5.1777185 10.9065287 11.5669112 10.3539240 7.7980155 7.4312845 14.1368357 10.5737231 8.0901638 2.6511780 4.6682496 10.4003252 7.5396272 9.8909431 3.3032547 13.5095252 1.8911081 8.7909007 3.6511780 7.3958477 8.5442589 3.1657512 9.5203639 9.0678207 14.3216617 7.9277418 13.4478565 6.5396272 9.6927550 10.8758649 12.3420035 NA 6.1230433 10.6730134 11.8562109 8.7131559 2.7182849 9.4250197 9.3059805 4.4876728 11.5950842 9.5908931 6.8550466 8.5603527 9.3764996 2.7824086 8.6682475 8.6608028 10.3706444 9.8134455 7.9009085 8.1059137 11.4088990 9.2289625 12.1342220 3.0137481 -0.1561769 10.2350627 9.3529805 8.0662114 9.9657843 -1.7413002 0.8438231 2.6511780 12.5955027 9.3823314 9.4798395 13.1642436 9.6761817 9.7601963 10.1877451 3.1657512 7.9575612 5.5987076 11.8473370 10.5141804 11.7017159 10.6325375 8.8391153 11.3141391 10.8372294 2.9592879 5.1536756 -0.7410590 8.6955683 1.4287856 1.2588807 9.9657843 11.6136570 8.6903542 11.4095559 10.2994889 1.9592879 10.6945269 7.4780253 10.1350129 9.9009083 4.3673781 9.2846883 3.2588505 6.7598576 10.7659080 9.4130418 11.8214568 10.2174093 9.2021040 9.1662206 12.4843654 8.9479811 9.8818237 8.4695279 10.2946867 NA 7.1137255 11.2052147 2.2732175 6.1657472 10.5546256 10.4465180 10.3376746 10.1769745 10.6114519 10.6295440 3.3032547 10.1877451 9.0422561 5.0270390 5.7980142 -1.7413002 5.7345904 6.9348137 11.0506300 9.7157244 10.0311712 10.5742893 10.1311468 8.7557105 3.4287856 10.9213070 8.9197438 8.1399708 10.8854783 -0.1561769 5.4486796 6.1895933 -0.1561769 5.0270390 1.2588807 11.4778738 1.4287856 6.2361367 9.8482503 -0.7410590 NA 11.8970663 10.4771171 11.6455275 10.6584016 11.6897012 9.0311713 10.3332992 7.2715648 7.5067844 10.9963152 10.3559012 12.5703212 5.7100680 NA NA 10.5073772 9.1829269 8.1307621 NA 12.3742255 12.2577115 11.1890396 5.4012687 9.2553301 0.2588204 0.2588204 -1.7413002 NA 15.7023830 8.9285832 9.2819180 12.2458541 NA 9.5144754 9.1969072 11.5129995 5.7182876 10.2075888 9.8977450 9.2546238 8.5396272 7.8698813 11.5061908 10.4108245 10.9411929 11.0680219 7.0204077 8.8261474 6.2304009 9.8028551 5.0881967 8.0359642 9.7401516 0.00152550 -0.00336980 0.01042400 0.00235810 -0.00470790 -0.00470790 0.00416320 0.13554000 -0.03504000 -0.63840000 -0.64099000 0.00028053 -0.00336980 -0.00336980 0.00000000 0.00000000 0.00000000 -0.00222490 -0.00622860 -0.00318590 0.00249690 -0.00484610 0.00777830 0.00777830 0.00416320 0.00208050 -0.00055444 0.00194180 0.00638710 0.01636200 -0.03504000 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6650616 6.9901755 8.8105649 7.1919870 3.0511981 9.1043466 2.7824086 9.1475466 10.8303723 10.2762497 10.2195826 -0.7410590 6.5987061 9.0758404 4.2130517 6.9558242 11.8845655 3.2588505 1.5807726 7.1384397 6.0790346 NA 8.5942470 5.4780237 10.3754671 10.0434915 10.8275490 6.9696628 1.9592879 0.2588204 -0.1561769 9.2902133 7.8172773 9.4474455 NA 5.7745578 9.584724 10.855046 9.241850 8.497261 9.244698 7.478025 11.053679 4.487673 10.503815 9.386851 6.598706 3.750714 9.951036 7.738637 14.460349 10.848040 9.523886 14.027532 12.188670 6.941852 8.475603 9.819189 7.356889 10.295374 4.408603 12.247630 6.085406 10.790482 2.066227 -0.741059 10.587532 9.002008 12.793403 9.216684 12.134222 9.281918 9.582474 5.356890 7.819189 9.676182 12.627227 11.701716 11.399367 12.318539 10.884109 -1.741300 10.884337 8.599820 13.452805 9.413042 8.177720 10.038166 13.488427 9.488877 11.586547 -1.741300 6.428782 7.849444 12.297261 12.935750 4.931281 1.843823 -1.741300 10.823244 12.150356 11.516981 6.324946 11.715339 11.2721793 13.0653056 10.0434915 10.7203361 11.0601608 5.7018013 8.7537122 5.8057516 8.4743898 5.4086032 9.6913986 2.4287856 1.5807726 12.6365207 9.3168483 10.8026135 10.3413383 2.3463329 14.6034820 6.0147458 6.4731765 7.3869282 10.1296067 7.6703673 4.1657512 9.6355248 10.0581383 12.3074287 10.5055972 4.9312812 10.0674186 7.8456964 NA 12.8159613 10.5247646 10.0170798 NA 12.1588743 9.5886530 1.0661925 9.6861694 4.6164106 9.1999042 8.5008399 10.2994889 9.8068837 3.3881344 9.7507097 2.3463329 11.2052147 11.0099823 10.5637783 11.0506300 9.3502919 11.8369934 10.8854783 9.5494516 7.3568886 6.0137436 10.0508335 9.4474455 0.5808208 2.5807967 NA 9.8306093 11.7917616 10.0949070 0.5808208 9.5144754 8.9125975 10.5436808 TCGA-UN-AAZ9 76 0 NA 548 kidney stage i t1b n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 2 1 4 2 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895622e-07 1.040404e-07 9.52380952380952 33.3333333333333 4.76190476190476 33.3333333333333 19.047619047619 8.3614504 10.7219508 7.7936709 9.3720488 11.6133616 6.1788381 NA 10.2189858 9.8272746 0.2779847 0.1848515 5.3760021 5.1234593 6.8402140 7.0194384 9.9670957 12.3814230 7.7617872 10.1724101 10.9375212 12.3313881 13.1734689 11.6210181 11.0037635 6.0658738 4.1108643 7.3680838 12.6919488 5.5540946 -0.1370131 3.5633778 10.1080903 10.6775162 9.0311878 5.4971397 1.4478965 9.0169080 9.5616383 8.6055240 9.3641075 4.7857650 8.2566819 10.1659534 10.3192881 3.5258935 10.0453280 -0.7221342 10.5388908 9.8258297 8.7157232 6.4478965 NA 9.1826059 9.2687843 10.9952192 8.5953839 3.3223608 10.5641276 4.3747404 8.6630788 8.1013386 4.3654336 10.5984897 9.9406395 8.0075919 10.1153902 4.5447574 4.1848595 10.1388759 -0.7221342 11.9720026 9.2659457 11.7395786 7.0691339 10.8390061 9.3975608 11.0867343 8.9936846 8.9627199 14.7351276 9.7455769 8.7708257 9.6783170 5.5067892 9.6459320 6.8629336 8.8685584 0.8629076 13.0998947 3.2330904 9.7305934 4.9503984 8.7496466 8.8392592 1.0853567 9.6735054 9.4813191 12.8477675 7.2552515 13.6023948 3.9503938 10.8856899 9.5535137 10.7678192 NA 8.3494334 10.8485385 12.7968702 7.5091923 -1.7221342 7.5564210 6.4528968 10.2372487 10.9928607 8.7887353 7.7125992 10.0885429 10.2343474 2.8629274 9.8601131 7.8889959 8.9939333 10.0719809 8.5622169 8.6831125 11.4785542 10.2648798 13.2112469 2.1848515 0.2779847 10.6275289 8.7384987 8.4959290 10.2716173 NA -1.7221342 0.5998890 13.9102565 11.9866241 9.7476130 8.1187490 8.7708257 9.8610540 11.2614993 1.4478965 8.5863103 8.5760338 11.4569472 12.0466725 11.1677280 10.6897470 8.8248655 4.3440615 11.5229296 8.6200460 2.0853227 1.2779847 8.6122445 7.0756332 NA 9.7658112 13.5532955 10.4409918 11.5347696 9.4770301 3.5696491 9.5908542 7.9145956 10.4154491 6.8132463 2.5258935 9.0772529 9.4541444 5.5725926 11.0095024 8.6355233 11.9017384 10.7335553 9.3534503 9.0777546 12.9631580 9.0244856 9.3707284 8.7178022 8.0933547 -1.7221342 8.0445001 11.8704283 -0.1370131 6.8191457 10.1667144 11.1567885 10.1541044 9.5766066 11.4681045 10.8416441 1.9784153 10.5697175 9.5640670 3.6702852 9.0568696 NA 10.1159933 6.6659882 12.2275244 10.2867500 9.9213765 11.2459179 10.8012881 8.6681400 3.1359452 11.1876862 9.2292560 9.1297201 10.9552504 5.5908535 5.0461549 4.3003361 0.2779847 6.9887778 2.7374055 10.2687843 0.2779847 8.2709097 7.6259250 NA NA 12.2647021 9.6327715 11.9767844 10.4702640 11.6115459 7.3707284 8.7449959 6.8721466 8.0981500 11.0078043 9.7658112 11.5708680 5.0461549 -0.1370131 NA 10.4733434 8.5139853 8.1076941 0.2779847 13.6338729 11.4186412 10.3972366 4.8291798 10.4235850 2.6702965 NA 4.2552515 NA 14.8803946 8.1218764 8.9018528 12.3999903 NA 9.3607856 9.2203537 11.7585090 5.3332520 9.8239011 10.4995583 10.0118340 8.3386673 8.9118746 11.8417633 10.6530106 9.5914212 11.2491555 7.8113008 10.7294914 5.3654336 10.0041894 5.4521968 6.6902872 10.4600552 -0.9289400 0.0185870 0.0230690 0.0711690 0.0571230 -0.9297000 0.0456310 -0.0072709 -0.4612600 -0.9478500 -0.9478500 -0.9379300 -0.0033925 0.0185870 0.0460560 0.0574330 0.0574330 0.0574330 -0.9141300 0.0711690 -0.9311500 -0.9378100 -0.9361900 -0.9361900 0.0456310 0.0068678 -0.9238000 -0.9464600 0.0206870 -0.0393320 -0.4612600 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 9.9415294 5.3864971 9.1148105 7.7195873 -1.7221342 9.5235239 14.0348663 8.4779748 9.5633734 10.7582061 10.3186035 NA 5.4971397 9.8190678 2.5258935 6.9182157 11.3584557 9.4541444 0.2779847 7.9109665 4.4677946 -0.1370131 7.4922906 7.9308160 9.8210030 9.9670957 10.4200878 7.0658738 1.9784153 4.2087123 NA 9.1124424 7.6266990 9.6015890 NA 4.5817550 9.114022 9.418801 9.159085 10.651652 8.760779 8.512789 10.854692 6.065874 10.163668 9.640463 6.805449 2.801531 9.243755 9.078871 13.773264 10.021964 9.886226 13.302332 12.972329 5.885301 8.586310 10.245197 5.477645 10.086533 3.407258 13.414482 6.417522 10.003337 -1.722134 -1.722134 10.246998 7.480095 12.004296 8.585172 13.211247 8.981010 8.834477 8.121892 8.246638 8.770826 10.637995 11.167728 11.538450 13.208062 10.700036 2.447897 10.351778 9.532409 11.600744 8.635523 8.405966 9.345406 12.648999 8.736378 10.978623 6.608888 5.110860 6.737403 10.586026 12.711883 7.888996 -1.722134 NA 9.178083 12.065772 10.754672 7.132840 11.177895 10.8853016 12.8255285 9.9670957 10.9375212 11.6210181 4.3654336 9.8825245 4.5633717 8.6692150 4.8171320 10.6929207 3.5258935 8.2765618 12.4048959 9.8025130 11.1067028 8.8889962 2.2779847 13.3245837 6.6962874 7.5115906 6.6461281 10.3913879 6.8132463 2.0853227 9.6692148 9.7063314 9.2401442 10.7703252 2.6702965 9.5806102 9.6931848 NA 7.1998117 11.3450694 9.6793840 NA 10.5865947 8.9723291 2.3654406 10.5226323 5.7857650 8.9635961 5.7374028 9.4770301 9.6442224 2.2779847 9.7203965 1.8629472 11.8704283 11.1710831 10.0576906 12.2275244 9.9041365 11.4950201 10.9552504 10.4714966 7.0361945 8.9468563 9.9879166 10.3281600 NA -1.7221342 NA 8.6767149 9.1363952 8.5258986 0.2779847 9.3607856 8.2175506 11.1733571 TCGA-UW-A72H 48 0 NA 1153 kidney stage iii t3a nx NA male 2011 NA no NA kidney chromophobe 30 1980 white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72I 50 0 NA 26 kidney stage i t1b nx NA female 2011 NA no NA kidney chromophobe 25 1986 white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72J 42 0 NA 1205 kidney stage i t1b nx NA female 2011 NA no NA kidney chromophobe NA NA black or african american not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72K 52 0 NA 159 kidney stage i t1a nx NA male 2011 NA no NA kidney chromophobe 30 1981 white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72L 51 0 NA 901 kidney stage i t1a nx NA female 2012 NA no NA kidney chromophobe NA NA white not hispanic or latino NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UZ-A9PJ 78 1 797 NA kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179124e-06 6.242424e-07 9.43396226415094 20.7547169811321 39.622641509434 15.0943396226415 15.0943396226415 9.2442518 10.0575069 9.2219442 4.0163983 9.9364504 7.4223878 2.0163893 9.9993147 9.4659567 -1.3054318 1.0534589 5.2643225 6.2180294 4.1207335 7.3668922 10.8533924 11.3535711 8.1782829 12.9035397 10.4819617 12.0916070 13.9368494 10.5010168 11.3923035 8.0974791 6.4758274 7.6573635 9.7154471 6.2101667 0.2794119 2.6013637 9.7839176 10.8237502 9.9700097 3.4493501 0.6944791 8.7951296 9.3879542 8.2999466 8.7415910 5.0343170 9.8276093 10.2500149 10.2370155 4.4758242 7.5114506 NA 10.3450702 10.6577245 8.1290955 7.8492850 1.0164250 9.1982928 9.3128526 10.5245862 7.7819301 0.2794119 11.0500660 3.6013518 9.2971660 7.7470355 3.0163893 10.1923190 9.3210888 8.8505504 9.7838317 5.2643225 4.1539026 9.4468478 0.2794119 11.8812005 10.0214584 10.4609961 6.9184685 10.4404943 14.2987308 10.0974793 8.6103465 7.9659303 15.4533410 9.6616935 8.2490561 11.2911229 4.7819314 9.6923522 8.0365418 11.1873218 0.6944791 14.2148710 3.9518582 8.2570149 9.6859890 5.2490547 8.7154473 -1.3054318 9.8276093 10.1446474 12.3890427 7.2718962 13.8349047 4.4758242 9.6108691 7.3128530 10.1049186 NA 5.4626511 12.0966798 12.6280656 8.5540021 1.2794119 8.4692543 10.7507662 9.8461180 11.0239832 8.6237257 6.0343170 9.1363739 9.9530333 -1.3054318 9.9976771 8.4223878 9.3633522 9.7977551 9.4035511 9.3374214 11.2413978 9.4864441 14.7747226 1.8643744 4.5524509 10.6110931 9.6624138 8.8805815 10.3602472 NA 2.7819262 NA 13.1217145 11.6972822 10.7473748 9.8082093 9.2943800 9.5809260 10.5050388 -0.3056101 8.6616933 2.7819262 11.4013948 10.0520191 11.5568333 10.6200216 8.9256882 6.1123206 10.2495355 6.2258495 1.2794119 4.0867838 9.0186478 6.0163960 0.6944791 9.1080950 12.1963044 10.1202075 12.4947604 8.9063555 3.6486610 9.9536219 7.8029919 10.7578319 10.0426420 3.9798699 8.9232859 10.2633733 4.3949051 10.2145948 8.6207631 12.3806394 11.7822615 7.4985979 9.1579916 11.9228349 8.9364504 10.2883251 8.7524589 7.6717470 -1.3054318 8.2490561 10.4514404 -1.3054318 8.6321351 10.0028062 10.8603163 9.3008723 10.2437706 11.7126674 10.7063933 0.2794119 10.2990203 9.3196005 3.2794267 8.1863203 -1.3054318 9.3338079 6.4087119 12.4416112 10.9289852 9.7885448 10.2360478 10.7463559 9.7645882 0.6944791 10.7617469 9.0186478 8.4308690 10.6652920 3.0163893 4.9982497 3.2180217 1.5018213 6.8793431 3.5524509 10.4888830 1.0164250 7.4189809 6.2216316 NA NA 11.7386905 10.9151478 11.7138842 10.8947527 11.8981210 7.6369820 9.7554333 7.3699654 8.5194259 10.8975092 10.1207319 11.4172747 5.6133313 -0.3056101 NA 10.0315315 9.1332591 9.1259649 NA 12.4228129 8.3598031 10.7514435 6.6012984 10.3566904 NA NA 0.6944791 1.8643744 15.8108010 7.8818194 9.2199879 11.4298116 NA 8.8593742 8.8427913 12.1840643 7.8082093 10.5442632 9.8511823 9.7639169 9.1671579 9.3329030 11.6726413 10.4346695 9.8185884 10.3437234 7.6192795 10.0439088 2.0163893 9.8372124 5.0879847 7.4293465 10.7957863 -0.0084385 0.0076392 0.0034687 -0.0060904 0.9847300 -0.0366740 -0.0085766 0.9176400 0.0526680 -0.0084385 -0.0084385 -0.0084385 0.0051964 0.0076392 0.0027559 0.0027559 0.0027559 0.0027559 0.0024969 -0.0044423 0.0000000 -0.0366740 0.0043471 0.0043471 -0.0042929 -0.0022168 0.0047190 -0.0055375 -0.0096806 -0.0519910 0.0526680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 9.9441732 6.2643225 7.6340465 7.4665504 NA 9.6724625 10.1513349 6.0029882 9.8965909 11.1749368 9.8910693 5.4223878 5.9798699 9.9008710 4.3383246 3.3949119 11.2067138 10.2633733 -1.3054318 8.4953670 3.1539026 -1.3054318 8.5273574 8.1641090 10.9029424 10.8533924 10.9018354 6.7278905 0.6944791 1.2794119 1.2794119 9.5524482 8.3633520 9.3818429 NA 3.5524509 9.5877687 10.3192626 9.1415503 10.9624242 9.1943131 7.9208792 11.0415348 2.5018213 10.1379288 8.7619016 6.0431957 2.6944568 9.6229856 5.6831518 13.3971810 10.7602199 9.6965790 13.9870404 12.8038898 7.4189809 7.5493357 10.1863203 2.8643942 10.6717471 1.0164250 13.9521128 5.0343170 10.2214554 -0.3056101 -0.3056101 9.4164207 8.4510235 13.8770167 9.7997210 14.7747226 9.0443012 9.2971660 12.9034635 11.3931718 9.2943800 13.2416027 11.5568333 12.9835495 12.0397338 10.6336790 -1.3054318 10.6095996 10.9792913 10.7669347 8.6207631 7.9232859 9.7292661 12.8263241 7.0298570 11.7239269 6.5336708 5.8029919 9.2934500 11.0013833 12.7415059 9.3677762 NA -1.3054318 8.5832103 12.5107509 11.5124161 7.7845799 10.9813137 11.4117152 12.7547409 10.8533924 10.4819617 10.5010168 4.6717463 9.7938149 4.6013578 9.2756678 2.3948982 9.6993899 4.4758242 9.9435806 11.9973717 9.4061342 11.2384656 10.0743870 2.3948982 15.2179832 6.2811567 6.4692543 7.9944994 10.4609961 5.3949085 -0.3056101 8.7415910 9.7354418 9.3256443 11.7432946 3.0163893 8.4543552 6.8990378 4.4493567 10.5170380 10.5214128 9.4953670 NA 11.8774822 9.9196747 2.5018213 10.4998080 0.2794119 8.9352585 7.0781711 8.9063555 9.0241850 1.8643744 9.3783391 -1.3054318 10.4514404 10.8496016 10.5356383 12.4416112 10.5022246 11.1096808 10.6652920 10.6753207 7.5082480 9.2461755 9.9647625 10.4300232 NA 0.2794119 NA 9.2718960 11.1155668 9.2461755 0.6944791 8.8593742 8.3896954 11.5228020 TCGA-UZ-A9PK 71 0 NA 3571 kidney stage i t1 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387205e-06 4.161616e-07 13.2075471698113 16.9811320754717 32.0754716981132 26.4150943396226 11.3207547169811 8.9908999 9.9075107 9.0352258 6.9428441 10.0659973 8.9182019 0.2516888 10.3287380 9.1034310 -1.3331525 1.6703418 5.1585713 4.6667168 5.4740758 6.5796086 10.2680259 12.2138549 7.0547367 12.5663596 10.0798184 11.6619566 13.9239942 11.2544969 10.8910226 8.1261510 5.2666329 6.2441488 10.8246979 5.8164666 5.1096614 3.1902830 10.5219773 10.6761981 10.2251401 4.1902830 1.2516888 8.3338311 9.2375238 9.9364305 8.7097466 4.6440005 6.5974567 9.5930153 10.2436761 5.9521215 10.5278063 8.9205669 9.4924733 9.9892110 8.0374069 8.5478334 3.3671614 9.6660148 10.0303067 10.6407755 7.6004103 4.9817796 11.2513625 2.6283537 8.6488860 7.8341373 3.0590437 10.6726948 9.1003049 9.0043413 9.3512226 4.8761731 7.4149127 10.4480791 NA 11.5459197 10.3164247 8.9682155 7.6723440 8.9670605 12.7663960 10.1281988 8.7700071 9.0718608 15.7024958 9.3662918 8.6849197 10.9861093 5.2058773 9.0021098 8.1505353 11.3897403 3.0590437 13.3163124 4.8899505 8.7257800 8.8688432 6.2058773 8.8240664 2.7541820 9.6165461 9.3988869 11.8261178 7.0761101 14.1589960 3.6209148 9.5372537 8.0087939 10.4022755 NA 6.8712905 13.5052340 13.2019948 8.5309057 6.5796086 7.9727811 11.3527821 9.6842239 10.7052955 8.0971720 7.8540717 8.0242715 9.5122095 -1.3331525 10.1759996 8.0697312 10.0406721 9.3505912 9.2203486 8.8700675 11.3430313 9.2638408 13.6757607 -1.3331525 1.9886302 10.5285818 9.9246964 9.5660763 10.0987393 NA 1.6667112 2.1261469 12.8517497 11.7220018 10.4501269 10.1127688 7.9003391 9.9886475 11.1915060 3.1902830 8.4980266 3.6209148 10.7438689 11.8932821 12.1073888 9.7706629 9.0165534 9.1261510 10.6205520 7.1220463 0.6667566 5.7328092 9.0439298 5.8265917 -0.3333343 8.5137769 12.2937972 9.7601369 11.9092981 9.5067104 2.3671474 9.8583956 7.8088265 10.2058104 9.5675861 4.9521239 9.2241831 5.1902830 4.4216071 10.8819490 8.0286631 11.8653179 11.5365060 8.1096630 9.3809649 12.5981033 8.9358460 9.5840915 9.2924282 8.7752438 -0.3333343 7.1784716 10.3409117 3.8862770 9.0528837 9.7307885 10.6712910 9.1774836 10.3444391 12.0260572 10.7686951 0.2516888 10.1256386 9.0200426 3.7111094 8.4916780 NA 7.0887840 6.5184690 12.1466259 10.9532772 9.3293878 10.2356256 11.1174152 9.0814046 0.2516888 10.9398389 9.5638085 8.4431524 10.7104303 0.2516888 4.4216071 4.7328064 4.3062404 7.2058783 2.7541820 10.5539400 -1.3331525 7.9750586 6.0704988 NA 0.2516888 10.7371758 10.7203059 11.1026501 10.4224416 11.8094647 7.4249422 8.2663162 6.0536175 8.5043475 10.2544970 9.7145249 11.5656986 8.4980266 -1.3331525 NA 10.5082837 9.1912611 8.5278062 2.1261469 12.3624914 10.1937076 10.0384960 6.4899587 9.8773907 0.2516888 0.2516888 4.1585713 3.1902830 14.4407858 6.9796024 8.6932430 11.3813942 0.9886302 9.5332256 8.4982166 11.5993033 7.9886478 9.9223382 10.2832683 9.3302776 8.6525614 9.0961261 11.3861082 10.0966491 9.6638989 10.7647514 6.9705005 10.0778437 3.5247031 9.3364903 4.4927569 7.7121514 11.2894576 -0.00027724 0.31001000 0.70307000 -0.00705760 0.71302000 0.00471900 -0.00360110 0.68887000 0.14028000 -0.00027724 -0.00027724 -0.00027724 0.31001000 0.31001000 0.70307000 0.70307000 0.70307000 0.70307000 -0.00083160 -0.00027724 -0.00346270 0.00471900 0.00194180 0.00194180 -0.00360110 0.00263570 -0.00613910 0.00000000 0.70645000 -0.01684100 0.14028000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 9.6939343 6.7165684 7.7488684 7.6834719 -1.3331525 9.2786664 10.4236927 7.6624868 10.0176586 11.4604751 10.5773622 -0.3333343 5.8761731 9.5907895 4.4216071 6.9474897 10.9211576 5.1902830 -0.3333343 7.9027339 4.3671614 NA 8.3567174 7.7111135 11.0418621 10.2680259 11.0608659 7.9498080 0.2516888 -1.3331525 -1.3331525 9.7700072 8.1863555 9.0198662 -0.3333343 5.1261510 9.1312651 9.9739202 9.5989342 10.7131614 8.3963402 9.1373783 10.6589497 2.2516888 10.3826814 9.8852826 6.7804610 2.9146411 8.9276390 7.8663918 13.2325950 10.8673116 9.4357307 14.1642594 12.3862152 6.5122095 7.8858879 9.8991403 8.4916780 10.3457596 4.6667168 13.9238494 4.0929854 9.5833453 0.9886302 NA 9.9664998 6.7856604 13.4194136 9.4586961 13.6757607 8.8503547 8.3051552 12.4954509 10.6838758 7.9003391 13.7632698 12.1073888 11.9811610 11.8317834 10.2721989 1.9886302 10.9000395 10.1946851 10.6190967 8.0286631 8.1302436 10.0782303 12.7018621 8.7097466 11.0146175 5.1424543 6.8416449 8.6863100 11.3026642 12.4684278 8.5630517 0.2516888 NA 9.8410210 12.5472595 10.6928693 7.5615369 10.7090628 11.6141737 11.9519771 10.2680259 10.0798184 11.2544969 5.0761101 10.3182197 3.3671614 9.1565673 3.8761731 9.3329433 5.9521215 9.4619474 12.6657399 9.6011475 10.9662136 9.7428669 1.2516888 15.1774372 8.0788868 6.9521215 7.8939743 10.6870049 7.1665648 7.5215879 8.5660765 9.7876052 9.2314977 11.9742048 6.8062712 10.1404251 6.1824202 1.6667112 9.9959551 10.7199666 10.1434656 -1.3331525 11.0121247 9.0341343 2.1261469 10.9291079 3.5247031 8.2213082 6.9003391 9.5067104 9.4276638 1.9886302 9.7765500 3.1902830 10.3409117 11.2490966 10.2446202 12.1466259 10.5274185 11.0694650 10.7104303 10.5619160 7.6238215 9.2768214 9.9756272 9.9858270 0.9886302 1.2516888 -0.3333343 9.7375112 10.8847679 8.8190042 NA 9.5332256 8.3302774 11.4910815 TCGA-UZ-A9PL 59 0 NA 3152 kidney stage ii t2 nx mx male NA NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 3 4 9 1 4 1 1 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6703549 6.7022821 1.5040101 11.5037186 1.1429362 8.7273249 8.6824996 4.8464031 10.6417356 9.1703633 7.7273249 9.7449334 4.0889726 3.9061113 10.2622357 -0.3032939 11.6332956 11.4383353 1.2816092 6.5731745 7.4211029 11.6872934 9.8753224 9.0236152 7.1844975 15.0309134 9.8285145 8.2103850 10.3879650 5.3113687 9.3049123 7.5358617 10.8603073 1.5040101 13.1715043 3.3970910 9.0578447 10.6710722 5.3113687 8.2103850 -0.3032939 10.4910734 9.0727830 11.1955068 6.5670221 13.8423152 2.1561053 8.9873791 6.7573540 10.9785876 NA 4.8864819 12.5394008 12.1546797 9.3884012 0.6966171 7.3332824 12.1918881 9.4126196 11.0064182 7.5232059 6.7841205 8.7841205 8.6421015 NA 10.2612835 9.4935084 10.4215977 10.3975308 8.0932623 8.9878282 11.7922458 10.2631874 15.8640365 1.5040101 2.5040101 10.9640296 8.4074641 9.2512464 9.6782249 NA 3.6508564 2.1561053 13.2184421 10.2717241 10.4066030 8.7505834 5.5168378 10.3373544 11.3074518 0.6966171 8.5072293 7.6273953 10.6728637 11.1023309 11.3000243 9.8310839 8.4057414 4.0185897 10.8762557 -0.3032939 0.6966171 5.3831582 9.8938742 4.3405124 1.0185630 9.0004384 11.5423437 10.6472135 12.1170126 8.7801368 1.8665915 10.0862890 8.0298129 11.2962428 10.3472606 2.9445774 9.3396118 6.6796518 5.9061113 9.4582089 6.8413153 11.0970034 11.9441401 8.0342796 9.5834441 12.5696210 8.8194855 9.5631639 8.2084104 8.8577895 -0.3032939 8.6125368 9.7734732 -0.3032939 9.1244000 11.6510357 10.0049967 10.5386150 10.2251117 10.7190254 10.9921396 -1.3032939 9.1291995 9.7347672 3.6508564 9.8521083 NA 7.4245778 3.9061113 11.9250254 11.5670223 9.4040167 9.3979640 11.4664954 8.5530832 2.2816092 11.3652590 9.2684103 8.9266779 10.4109032 2.3970910 6.0095398 2.3970910 2.0185986 6.1396005 2.5040101 9.6501266 1.0185630 7.5200246 6.6128950 NA NA 11.8563713 10.9872525 12.4167950 11.1920130 12.0970034 7.3332824 7.6094270 7.0672579 10.1033940 9.6839217 9.2221783 10.5876818 5.7300802 NA NA 10.2839663 8.9457710 8.2221786 0.6966171 9.9121906 7.5007885 10.4186112 7.6729641 10.7127694 -1.3032939 NA 3.0889726 1.2816092 13.7530413 5.6508536 8.7437815 10.3072211 1.2816092 8.8840096 8.6624419 10.5200249 7.7973198 10.5986558 10.4203186 9.1865055 9.7880930 9.1632439 11.5476257 10.5503570 9.8387646 10.1749217 7.2319325 9.5192283 -1.3032939 9.8665826 3.9589447 8.4471973 11.3120574 -0.01560400 0.00944910 0.00069327 0.00458000 3.65690000 -0.01523500 -0.01560400 0.80383000 0.07641000 -0.01560400 -0.01560400 -0.01560400 0.00944910 0.00944910 -0.00456950 -0.00456950 0.01349200 0.01349200 0.01852300 0.00458000 0.00972760 -0.00991210 -0.00747200 -0.00747200 -0.01560400 -0.01377200 0.00986690 -0.01243800 -0.05761700 -0.08226900 0.07641000 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6380721 6.6966574 6.4177563 7.7034607 0.6966171 10.7293922 7.8077935 7.1940309 8.2377544 11.7208571 9.5366486 5.3405124 5.6273938 10.8536887 1.5040101 8.0868267 9.8058353 6.6796518 NA 8.0782005 4.6966560 -0.3032939 8.4431719 9.4169018 11.4456429 10.5299430 10.9301994 6.1396005 -1.3032939 0.6966171 3.1560891 10.8880253 7.8077935 8.7960055 NA 4.2816167 8.833649 9.734205 10.032048 10.056407 9.275974 9.181481 10.128155 3.397091 10.707885 8.926678 7.965784 3.018581 8.196503 5.836209 12.168079 11.063526 8.999297 13.881649 12.421704 5.542147 9.920056 9.148899 3.554638 11.109227 2.397091 13.478017 4.424580 10.638072 -1.303294 NA 9.564709 6.156089 13.004783 10.231933 15.864037 9.149928 7.869085 11.435805 8.668201 5.516838 13.246923 11.300024 11.983793 11.336450 10.132849 -1.303294 11.328744 7.749226 9.692425 6.841315 7.369083 9.895716 12.069659 6.147868 10.283497 6.991278 7.609547 9.148899 11.252445 12.095000 9.574709 NA NA 8.407464 11.954782 10.790725 7.754649 9.681076 11.9158261 11.8804480 10.5299430 10.0943323 11.6272102 5.4245795 8.8400408 3.3405195 8.8130016 3.6966616 9.3187093 6.7734729 8.4177568 11.9549145 8.9266779 10.4326367 9.6486707 3.5546380 14.3775665 7.7676641 6.9774288 7.4468625 9.8975563 5.1723915 NA 8.6824996 9.4473645 8.9379617 11.7880930 2.0185986 7.3901449 6.0803613 0.6966171 10.5674076 11.6840993 10.5299430 NA 11.7726381 8.6479422 2.6966616 10.0072704 0.6966171 7.3584358 6.9445856 8.7801368 9.8838612 NA 8.8077931 NA 9.7734732 10.5712548 9.9698704 11.9250254 9.8963300 9.4991740 10.4109032 11.5265785 7.0542092 7.9935736 10.8006011 11.1094921 NA 3.9820627 3.5040101 7.3726144 12.3647481 7.6508536 -1.3032939 8.8840096 7.3223662 10.6303482 TCGA-UZ-A9PM 62 0 NA 3811 kidney stage ii t2 n0 mx male NA NA no NA kidney papillary renal cell carcinoma 20 1984 white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283165e-06 4.508417e-07 9.43396226415094 18.8679245283019 24.5283018867925 28.3018867924528 18.8679245283019 7.5037057 10.9150952 9.8256336 10.0113401 9.5701572 8.6203034 0.8743642 4.3966527 8.1254367 NA 2.4894402 3.8129500 6.5467741 5.0442761 5.7323289 10.1970282 12.2239987 5.2893882 11.8292722 8.8246619 11.3946402 13.9030447 11.0682849 10.0723847 9.0674634 4.5747857 6.4391327 12.9322278 4.8129500 -0.7105196 3.3768460 9.7281782 10.3034069 10.0087752 6.0967405 NA 7.4643121 9.7792344 11.5441198 7.9793846 5.9618108 9.0658195 9.4542933 11.3621889 6.6557082 12.0128340 7.7772264 10.8743489 9.1238576 8.6180613 6.9404381 5.0967426 11.0670527 10.5834327 9.5840072 6.7569926 2.6113140 11.5117134 1.6113140 8.7671446 7.8207680 2.9898293 11.1210895 9.1902531 8.3527815 9.8304830 4.2435853 8.3337806 11.0036319 3.7488154 10.6955914 9.9802574 2.0967341 3.6817079 9.2694832 11.9287271 10.1940210 9.2479391 7.5085546 16.6370337 9.6247768 7.2377539 10.5444150 3.8129500 8.8649256 7.6203034 12.3990538 3.3768460 12.4094622 3.4268954 8.4781730 8.8324182 5.2435815 8.5061322 2.6113140 9.7852414 9.7187931 11.8806750 6.9547221 15.9146592 4.3768460 9.6043434 9.1458119 12.1545397 -0.7105196 7.9828733 14.2726472 12.8889506 8.2201239 8.5230059 8.0967415 11.3093246 9.6258929 10.2879768 7.8478072 6.7488181 8.6247768 9.7208840 NA 9.5724748 8.1962770 10.2486639 9.9837442 8.9059351 8.0967415 11.7453018 9.4742618 13.9686466 NA 2.7488262 11.0801422 9.2112274 9.4314934 10.1285902 NA 0.2893623 -0.7105196 13.7446494 11.6403256 9.9150952 12.1798407 7.3337806 10.5455951 10.8649256 4.7488154 8.6225417 3.8129500 10.2472139 10.5678358 11.1113596 8.8362808 9.1872318 10.4429384 10.7030143 NA -0.7105196 3.2893919 9.0674634 5.6817051 1.6113140 9.5794053 12.3645312 8.8948660 10.2858599 8.7488181 NA 8.2752283 8.0104856 10.3124407 10.6790177 5.1720314 9.2333663 5.3117538 5.0442761 11.3564846 7.3172923 10.8134384 12.1657115 7.7323296 9.4902849 13.2753173 9.0838021 8.6966543 9.3821435 8.6292364 NA 6.9114387 9.9854846 0.2893623 9.3723072 9.6303492 11.0829897 8.9776368 10.3041043 11.9889589 10.9246511 0.2893623 11.3183284 8.9018495 3.1962765 8.2493885 NA 7.5840072 5.3337815 12.7329775 11.5747886 9.2186448 10.4866031 10.7569920 9.3214321 0.8743642 11.3182559 9.5206075 8.0442739 9.8883694 3.6817079 5.8129474 2.6113140 2.7488262 7.2435825 1.6113140 10.3715354 0.2893623 9.2022757 5.8129474 NA 3.2893919 11.7696717 10.9837443 10.9967455 10.6502335 11.4508332 9.3514324 7.3768495 6.9029913 6.9114387 9.4530360 9.2964136 9.6447374 3.5373085 NA NA 9.9538337 9.1473675 7.4841430 6.3768495 11.9309866 10.4404030 9.0342201 6.7185836 11.0202811 -0.7105196 2.8743445 NA 1.8743642 14.6165881 6.2201229 8.3172923 10.7286978 -0.7105196 8.9828733 9.1302902 11.5003621 3.8743445 10.7807385 10.5988628 9.4530360 9.2289656 9.0821767 11.3781746 10.2879768 9.8109869 10.8691737 7.3283051 9.0559152 2.7488262 9.0999582 3.7488154 5.6141974 11.6342371 0.00124810 0.00652620 0.39065000 0.00027728 1.05820000 -0.00857660 -0.00526100 0.51072000 0.07959100 -0.00912390 0.00124810 -0.01021800 0.00652620 0.00652620 -0.00263220 -0.00263220 -0.00263220 -0.00263220 -0.00415460 0.00027728 -0.00429290 -0.00857660 0.00221930 0.00221930 -0.00526100 0.00000000 -0.00164570 -0.00360110 0.51594000 -0.03013100 0.07959100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 9.6934636 6.8207674 7.8818432 7.5348437 NA 9.6359002 9.9715032 8.8136735 10.3521071 11.4627950 10.5643468 2.9898293 5.8439763 10.1496975 0.8743642 5.6817051 10.6507820 5.3117538 NA 6.4492576 5.0707457 2.0967341 8.4939575 5.8285453 10.1014434 10.1970282 11.3488356 7.2893863 -0.7105196 NA NA 10.0732031 6.4593119 8.9350448 -0.7105196 6.6381144 9.1489211 9.8939396 9.7467672 9.7008974 8.7364696 10.1910075 9.5620163 2.6113140 10.6208632 8.9653433 7.0308536 5.2435815 8.6730907 4.3337815 13.2113203 11.3310456 8.8227161 12.8007684 12.5362754 6.1597503 8.5538289 10.2319010 10.0027730 10.2673818 3.9332421 13.9069113 4.6469403 9.3020110 0.2893623 NA 10.8766951 6.5747888 12.7764727 8.2435829 13.9686466 7.8554404 7.5885947 12.9558323 11.8983342 7.3337806 14.4478383 11.1113596 11.7854912 12.1745108 9.8892992 -0.7105196 10.8497193 9.0575708 10.9022549 7.3172923 6.5373132 10.0723847 12.4941103 9.2652343 10.8729393 4.1962765 6.1597503 8.4057303 11.6671392 11.6087763 8.8535360 NA -0.7105196 8.4767385 12.8776326 9.7229093 6.0575716 10.1628305 11.8353162 11.6741702 10.1970282 8.8246619 11.0682849 4.9898248 8.9688666 2.6113140 9.0121940 4.4593136 9.0291671 6.6557082 6.8439751 11.7597911 9.1842042 10.7281783 9.4593113 1.8743642 14.8179626 6.6667708 6.0442739 7.3841500 10.7912235 8.0308536 2.8743445 8.2893863 9.5242038 8.9432884 11.6652404 8.5254006 11.4982304 7.2609299 NA 11.3300186 11.1214853 10.5643468 0.2893623 10.7008974 7.8554404 2.0967341 10.7182699 0.8743642 8.0442739 6.9618120 8.7488181 9.5978505 4.9618131 9.5170024 -0.7105196 9.9854846 10.5982942 9.8837111 12.7329775 11.0813632 11.4314935 9.8883694 10.9736967 7.8207680 7.9898259 9.7072388 9.9582714 3.4593136 -0.7105196 0.8743642 9.3172923 11.2565190 6.7405971 3.0967341 8.9828733 8.9368449 10.3801605 TCGA-UZ-A9PN 54 1 1136 NA kidney stage iii t3 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 7 4 2 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9077894 6.3526526 0.1302720 7.4409339 9.4370814 -1.4548224 2.9417261 5.6950445 5.6113878 8.2387845 8.3970465 10.3348314 12.0144307 7.1963493 11.1927561 10.6972655 12.5071995 13.1423260 11.2010520 10.8638404 8.0129033 7.8980251 7.2457371 14.2268655 5.7252067 2.2457390 8.2680030 10.5652359 10.4156623 10.0888129 5.6848496 2.1302720 8.5924215 8.9214229 10.1760199 9.4241150 7.1302606 9.4965824 9.7686961 10.9341222 5.8490785 11.1907310 8.1358847 10.0644425 9.5516237 8.6694191 8.5648884 2.4522000 10.2621172 10.5261513 10.3180246 7.8490785 2.4522000 10.2067552 3.6040476 8.4878123 8.4218145 2.7152125 10.5049374 9.5600156 8.0190035 9.6610632 4.8307015 5.7449710 9.9435069 6.5896916 12.5574857 10.6154186 9.5118030 6.4760349 10.0067362 10.1269690 10.8536367 9.2783131 8.5225776 14.9514362 9.3750203 8.4506846 10.4370813 4.8490785 9.6803657 8.0129033 10.6896373 8.9546887 13.3624812 3.4032814 9.6026193 8.3315673 8.4110309 9.0047292 2.8672244 9.4187417 9.7301731 12.3561705 7.6354098 13.8306562 7.5368199 10.4353605 8.7276921 11.3132752 0.1302720 10.4506846 13.6866864 11.3564717 9.0766791 -0.4546246 7.7596166 9.0737517 10.2504981 11.0276015 8.3018542 8.3250171 8.8806880 9.6059935 -0.4546246 9.5738944 8.6100404 9.8462222 9.7614372 9.8126696 8.1018040 11.3673307 9.4148915 13.4738623 5.2595437 2.7152125 10.5034879 9.1405553 9.2247778 9.8330101 NA 0.1302720 1.8672244 13.5319841 8.7656760 10.6066688 12.1127785 8.6301062 9.2663968 11.3534574 4.6113849 7.2212546 6.3200839 10.7825076 11.8816648 11.6176799 10.1994861 9.2159540 6.5676656 10.9872044 5.4994951 4.0998843 4.2177193 7.9419027 6.4032779 1.7152345 9.1544764 12.3049778 9.3307502 10.4244979 9.4559403 2.7932300 9.9903125 8.4048325 10.3397948 6.8984442 6.7837028 8.6616417 8.1056304 6.5053003 10.0371507 8.6655356 11.8301218 11.7568818 11.4600565 9.5565250 12.8367562 8.9397605 9.5544265 9.3332003 7.7252067 -0.4546246 9.1396222 10.2088558 6.8976507 7.5709076 10.3690629 10.7264500 8.7596169 9.8445057 12.3647783 11.1936553 6.2800079 10.7449700 9.2887858 4.3781856 8.9788832 -1.4548224 9.0931561 6.8260679 11.8153009 10.1909562 9.3750203 10.8948553 10.3163744 8.7202234 2.9376080 11.2508804 9.4870789 8.6073436 10.6806864 5.2595437 4.7741176 7.4671384 3.9376175 8.0411526 3.4032814 10.2530881 3.4032814 9.0421516 6.4115262 -1.4548224 0.8672639 11.2348589 10.2727927 11.7405161 10.7869830 11.5249015 7.3266578 9.2175817 7.1538114 9.8485076 10.4712229 9.8995471 11.8909801 8.2968419 0.5452765 NA 10.3997765 9.3192609 8.5297159 2.9376080 12.5913985 12.3511423 10.1668917 7.4563298 10.7264500 NA 1.5452765 1.3526455 3.3001823 13.3842553 8.3622814 9.2448702 12.0310012 NA 9.6446455 9.0622683 11.5479369 7.5704371 9.9928976 10.5168412 9.4032786 9.7270711 8.7644663 11.3714489 10.5322063 9.5600156 10.3817426 7.7765186 9.9982854 6.5053003 10.0605046 4.6877102 7.6567202 10.9000980 0.0037980 -0.0086635 0.4701500 -0.0158280 0.4865400 -0.0184390 0.0075799 0.0789800 -0.0016115 -0.4520700 0.0000000 0.0019932 -0.0086635 0.0199740 0.0085259 0.0085259 -0.0129220 -0.0129220 -0.0358810 0.0118700 -0.0094915 -0.0184390 0.0185750 0.0185750 0.0100580 0.0074124 -0.0156910 -0.5005500 0.0355890 -0.3891300 -0.0016115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.000 0.000 0.000 9.415662 6.306849 7.656433 7.762722 1.130272 9.450685 9.740670 9.478678 9.988759 10.759838 10.119891 4.812082 6.481935 9.150777 4.194623 8.478988 11.336053 8.105630 0.130272 7.793225 4.754749 -1.454822 8.596507 8.850219 10.724799 10.334831 11.326887 6.839918 0.130272 NA 1.352646 9.633423 7.807392 9.526151 0.130272 7.064933 9.7076891 10.2026161 8.7363569 9.9573382 9.3291144 9.5821582 10.3510416 4.3001823 9.9866857 9.5551263 7.1855425 6.6274463 9.5189950 8.1340124 13.1271455 10.8587476 9.6944096 13.2832315 12.6462063 7.5339822 10.6364024 10.1400888 7.4461644 10.2892905 6.4094843 12.9490420 5.6538224 7.2035095 5.5676641 -1.4548224 10.1288507 8.3542617 12.6094510 9.9814887 13.4738623 9.2106336 7.9736578 10.9135313 10.9851285 8.6301062 13.5928902 11.6176799 12.0954432 12.3876480 10.5759648 0.5452765 10.8823620 10.7133429 10.6227810 8.6655356 7.9736578 10.0989269 12.0263403 9.6732919 11.1103950 5.8490785 7.3364601 6.8073923 10.8138397 12.6678830 9.1189450 -1.4548224 -1.4548224 10.5526754 12.6181002 11.4780236 6.8214220 10.8202581 11.124849 12.153553 10.334831 10.697266 11.201052 6.911620 10.244870 6.210634 9.025078 6.152628 9.860447 5.849079 8.059025 12.104503 9.101804 11.220593 9.431756 2.632757 14.015194 7.558062 8.051109 8.212108 10.391180 8.393921 4.695047 8.588325 9.575275 8.179546 11.418549 4.245739 10.895408 10.782209 2.452200 11.151240 10.407548 9.902300 -1.454822 11.066653 9.823166 3.245739 10.165976 7.418741 8.930081 7.674581 9.455940 10.074821 5.053094 9.411031 5.911620 10.208856 10.860730 10.341337 11.815301 9.726450 10.679082 10.680686 10.581471 7.533982 8.174654 9.732031 10.083972 5.735121 2.245739 9.460430 9.799736 10.862317 8.875094 0.130272 9.644645 8.313482 10.942437 TCGA-UZ-A9PO 80 0 NA 1911 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma 40 1950 white not hispanic or latino NA NA 1 5 3 2 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8988467 10.7449905 8.8605373 4.6292109 7.4365666 10.9609076 4.4979700 NA 4.0415847 9.5944941 10.6948328 9.9959141 4.2349304 -0.8943219 8.7166748 9.1028292 10.9752436 7.9943930 5.3151025 9.3852604 9.8984401 11.0982341 2.5650853 12.1498731 7.4632015 10.4082888 9.0685459 8.4871929 7.5813829 3.7495021 10.5287657 9.8935524 10.3040948 7.3053221 0.1056781 11.2100389 2.4786095 9.1997275 8.5319144 5.2141753 11.5699403 9.5854300 8.3606786 9.5976932 1.4275525 7.8335701 10.6769284 NA 11.8405711 10.2174376 4.6906126 7.7313584 10.3724304 11.5632872 11.0681844 9.2655211 6.4893535 15.5197734 10.3022519 7.9667367 10.6438387 4.3910528 9.2818230 7.4893543 11.8615805 2.4275794 14.0650179 3.2755733 7.5786248 9.3700923 7.2245912 8.9729284 3.1931094 9.3991215 9.6477144 13.9174760 7.9698360 15.2877989 5.1500438 9.7782520 6.8935527 12.2141742 NA 6.7203592 14.1429822 12.9013851 8.2730678 9.0095317 8.3077737 11.1335558 9.0857892 10.5990049 8.1140786 7.1717393 9.3700923 9.6084816 NA 10.1294041 7.8198955 10.5854301 10.9554458 8.6213497 9.0422878 12.0576120 9.2905251 13.5260048 2.4275794 2.9130138 11.0334278 10.2617328 9.1404487 10.7540073 NA 1.4275525 1.6905959 13.7797869 10.5208634 9.4686894 12.4322197 8.9226335 10.1189725 10.6877918 4.3535774 8.1056498 4.9882939 11.2352548 10.8017480 11.1591685 9.8829051 9.1917859 10.2089376 10.8812601 2.6906182 0.6906406 -0.8943219 8.7921503 5.9130043 -0.8943219 8.7166748 12.2428011 10.2899053 10.4527174 9.0743165 -0.8943219 9.3452482 7.4763371 10.5018800 14.2054496 7.3004066 8.6233193 3.8060869 5.2553988 11.7685407 8.1000031 12.2569835 12.3771128 8.8164564 8.9775550 12.7641960 9.2413590 9.5402780 9.0363871 8.5298163 NA 7.0363868 10.1404488 NA 9.7383360 10.1877988 11.0155429 8.6602388 10.1831331 11.1774473 10.3464412 3.1056446 10.3933621 9.2176071 4.7495075 7.0829293 -0.8943219 8.6544717 6.1390724 12.3344685 11.5345333 9.0110368 10.1112743 10.6962369 9.0971717 1.4275525 10.8849013 9.0957538 8.3248183 10.4048578 5.4806884 6.3440544 4.7203606 2.5650853 8.0914920 3.7495021 11.1848012 0.6906406 7.8738341 5.9025319 NA 2.5650853 11.7242647 10.6477143 11.1997275 10.5671293 11.0645649 10.5070627 8.9837008 6.2302876 8.3416638 10.2942387 9.8301637 11.0315751 7.1984067 0.1056781 NA 9.6486817 9.0185390 8.7709856 5.7780745 11.1276707 9.9000657 9.8513241 5.7402422 9.9266265 0.1056781 -0.8943219 1.9129947 4.2755733 13.0536519 7.3724368 8.9130046 10.3332657 -0.8943219 8.4653995 9.6061033 11.6844942 5.3151025 10.5686632 10.2762008 10.0117888 8.7868881 8.7037022 11.4137043 10.6953009 10.2830694 10.4493907 7.7458948 8.7153642 2.6906182 8.6272501 4.2755733 5.8737025 10.9345796 -0.0034627 0.0137720 0.0047190 -0.0133500 0.6749300 -0.0062286 -0.0049844 0.6253300 0.1221100 -0.0034627 -0.0034627 -0.0149160 0.0137720 -0.0115870 0.0047190 0.0047190 0.0077783 0.0065262 0.6401100 -0.0142500 0.0024969 -0.0062286 -0.0045695 -0.0045695 -0.0049844 -0.0056757 0.0000000 -0.0038779 0.6443300 -0.0478010 0.1221100 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 9.5671292 6.9511401 7.6174028 7.1451720 1.9129947 9.4025659 10.4071460 8.2238902 10.1479932 11.0841708 11.1527737 4.7495075 5.7203606 9.9138096 2.6906182 8.0304624 11.6728929 3.8060869 0.6906406 6.6134447 4.4632039 1.4275525 8.3272369 7.5319148 10.9486914 10.4866519 11.2288109 7.9573987 -0.8943219 -0.8943219 NA 9.5884577 7.4454999 9.1238501 NA 5.5650823 8.7868881 9.7368269 9.7851299 9.3260281 8.6094754 10.7381907 10.4207993 3.6906071 10.1520918 9.1014169 6.9636313 5.1717393 9.2349328 4.1931094 14.0892669 11.4722452 9.1014169 13.4067887 12.6125772 6.2755751 7.8738341 9.6223347 9.4915122 10.5376697 3.1056446 13.1167897 4.2349304 10.5033244 1.9129947 NA 10.6626347 7.4410402 12.5312591 8.9000656 13.5260048 8.7018394 8.8488013 7.6292116 11.1934441 8.9226335 14.2590039 11.1591685 12.0358327 12.2705567 10.0985881 -0.8943219 10.8181768 9.7240353 11.0789884 8.1000031 7.3817739 9.5287657 12.9109906 9.3712648 11.3071611 4.6292109 6.1056487 8.1957625 11.8021827 12.0667377 8.1445690 NA 0.1056781 8.6602388 12.2755748 10.6971347 6.6525439 10.7102031 11.4267323 12.2403970 10.4866519 9.6331267 10.8988467 5.0363890 9.8008781 4.1931094 9.1554983 4.2349304 9.6054956 2.5650853 8.4936669 11.9534843 9.8571938 10.7060274 9.8829051 2.4275794 14.6573881 7.4886194 6.4632023 7.8373422 11.3861306 7.8935521 4.0125419 8.7868881 9.7102031 10.4602298 11.2122127 7.6213493 10.6375186 7.7495061 NA 11.9605182 10.7943372 10.2515819 -0.8943219 11.1858011 9.0289774 0.6906406 10.0474311 3.1056446 8.8721787 7.6213493 9.0743165 9.3240799 4.9385399 9.1431967 1.9129947 10.1404488 10.6635921 10.5266627 12.3344685 11.5856826 11.7751993 10.4048578 10.5266627 7.7313584 6.7495061 9.3817742 9.3151031 0.6906406 3.9636313 NA 9.3630377 11.3460506 8.8771393 NA 8.4653995 8.5107911 10.3541704 TCGA-UZ-A9PP 60 0 NA 3010 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.942087e-06 3.121212e-07 9.23076923076923 18.4615384615385 27.6923076923077 12.3076923076923 32.3076923076923 7.936395899 9.730847108 10.358016187 8.255976517 9.936884648 6.628088240 -1.591179465 10.853843332 9.091035714 1.408929200 0.809496764 5.095418122 6.613490399 6.023627956 7.180408475 10.576337141 11.589605225 7.581346727 11.687513691 9.934439836 12.908017486 13.753831425 10.866299955 11.122305554 7.886677560 6.397604475 7.023629065 11.067576808 6.183706832 5.618373755 4.900132597 9.900772185 10.944194399 9.994351032 2.993873590 0.730835562 9.244969331 9.573825904 8.808730944 8.968296137 5.739834604 10.507280192 9.967818060 10.595033273 4.868350940 8.582596270 7.506950972 10.975924399 9.373259952 8.547190683 7.892734657 -0.006072079 8.868350631 9.697785111 10.350333476 7.640140075 NA 10.998078626 3.785697011 8.566266049 8.136839403 5.656845275 10.920671657 9.863218348 8.548470534 9.604629578 2.578842128 5.628088240 10.185763244 2.109360559 11.857035355 10.755709721 6.856002151 7.049163515 8.989130490 13.133752595 10.094543813 9.578844014 8.424334278 15.195609833 10.050970693 8.573825904 11.103929796 4.339657631 8.818309909 7.251269364 10.637737749 5.279285561 13.803515707 2.825765279 8.715994583 9.191917172 6.744309126 9.088399228 1.408929200 10.070251788 9.003243542 11.725907614 7.556123584 13.612412343 5.279285561 9.423978537 8.666306745 10.068914884 NA 6.150385015 13.029425260 11.978774657 8.116277934 3.109360559 7.904774294 10.362751720 9.098916910 11.037364581 8.185352196 6.553577076 9.135137224 9.288502298 0.730835562 10.143205258 8.842504348 9.469614957 10.337067239 9.091913737 8.722935575 11.847800550 9.814592399 13.836559253 3.801241448 3.315812551 10.892734809 9.738950695 8.812996152 10.196005378 -1.591179465 1.578842128 0.993855480 13.811664659 10.975448844 10.439241325 9.956295562 8.440964652 9.954366166 11.071142346 2.315798063 8.280824116 7.445092671 11.260863212 10.098917042 11.737735596 10.128735591 8.165475347 7.130018604 11.346108902 5.351433987 2.315798063 4.023627956 9.358745693 7.049163515 0.993855480 9.008831960 11.936151647 10.771684814 12.127772968 8.803381723 3.491712026 9.186996181 7.914730740 11.048298181 10.941274927 5.095418122 9.427814609 6.309785551 4.202033683 10.458427326 8.368921095 12.764820681 11.990001893 8.559935704 9.381180826 12.147750190 9.212242964 9.540776088 8.525263176 6.796936430 NA 8.841460879 10.144475091 3.181865848 8.989865339 10.406804179 10.812197445 10.312424328 10.469952604 11.271362701 10.971399996 2.315798063 9.686787637 9.533292350 3.932476983 9.105017219 1.216299645 7.826771548 6.102406184 12.409799315 10.710700982 9.526562227 10.426075389 10.909263004 9.360203817 0.408929200 11.041269065 9.111091841 8.661584301 10.381539923 4.363114995 4.963506492 6.363114995 2.932476983 6.030971642 2.801241448 10.321808391 4.868350940 7.276197934 5.556227068 NA -0.006072079 12.014398570 11.203740989 12.273492112 10.880340236 11.787484868 8.380462797 9.512180656 6.476192103 10.271168973 10.635632245 9.747098335 11.976280998 6.506950972 -0.591179465 -1.591179465 9.546550718 9.229895741 8.593794461 NA 12.082559366 10.758200308 11.157740843 7.132647783 10.186585360 0.408929200 0.993855480 4.339657631 5.517442633 15.124358255 7.491068217 9.006971465 11.095857188 NA 8.807662750 9.115354531 11.292516970 7.119725519 10.124452085 10.294234064 9.377585799 9.327782334 9.323304085 11.739415798 9.944194472 9.809798509 10.452629923 7.273105551 9.725766203 4.694323060 9.820959626 4.202817326 7.553602417 10.890213957 -0.0098195 0.0072207 0.0263160 0.0069425 0.0350460 -0.0033253 -0.0275360 0.6790100 0.0711030 -0.0895670 -0.0098195 -0.0098195 0.0072207 0.0072207 -0.0245040 -0.0048812 -0.0048812 -0.0048812 0.0246880 0.0069425 0.0087518 -0.0281160 -0.0193150 -0.0193150 -0.0256210 -0.0217850 -0.0129900 -0.0226070 0.6500100 -0.1292700 0.0543750 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8001627 6.8140607 6.5586656 7.9272772 -0.5911795 10.2350703 8.9929420 7.8551544 8.9872919 11.4001237 10.9896487 6.7398360 6.1638066 10.2410179 3.3631150 5.7926237 10.4180478 6.3097856 -1.5911795 7.8076628 1.4089292 -1.5911795 8.3307601 8.4032724 10.8769448 10.5763371 11.2849352 6.6663064 -1.5911795 2.8683509 0.7308356 10.0967322 8.2033348 8.7708627 NA 4.9635065 9.158788405 10.238245413 9.804453252 11.100444473 8.933460809 8.148699770 10.628390128 4.453313441 10.423985573 8.885665262 6.608591935 4.453313441 9.468939426 6.721801904 13.170314442 11.007902012 9.415245083 13.598164491 12.769491816 7.063554713 10.462844961 9.713270339 7.173791049 10.565002086 4.363114995 13.801739546 4.190275084 10.440275672 3.363114995 -0.006072079 9.102405921 7.411733836 13.328480723 9.509581445 13.836559253 8.788297451 8.859099272 10.716404509 11.344268274 8.440964652 13.438076824 11.737735596 12.249893595 12.406627785 10.235070270 3.408915617 10.631412089 10.215468690 10.282363118 8.368921095 7.601212170 9.852380629 12.947411129 7.902774250 11.480547325 6.241809682 6.896758640 9.034627864 11.454849325 12.351341915 8.457405916 -0.591179465 NA 7.835183846 12.649635846 10.834848266 7.422939371 10.781512090 11.360750152 12.726614293 10.576337141 9.934439836 10.866299955 4.618373755 8.907768269 4.052772350 9.240226305 4.517445783 9.271556403 4.868350940 9.091035714 12.191189378 9.466910729 10.981856077 9.353631172 1.730835562 15.126528529 8.440096340 6.948077495 7.757758012 10.349599704 6.843546750 6.357286313 9.006971465 9.828352634 9.323304085 11.975567747 4.558665606 9.148699770 8.497707361 0.408929200 10.462844961 11.046223174 10.521032672 -1.591179465 11.489570029 9.278512880 3.835186374 9.779606430 4.730846429 8.873464722 7.206580714 8.803381723 9.473634932 3.656850994 8.632920698 1.216299645 10.144475091 10.587804795 10.609511203 12.409799315 10.402918789 10.611961138 10.381539923 10.715550395 7.499031850 7.928555090 10.130018218 10.094105800 -0.006072079 2.578842128 NA 8.690849015 11.157321543 8.759858231 -1.591179465 8.807662750 8.567528716 10.723785501 TCGA-UZ-A9PQ 59 1 2624 NA kidney stage iii t2 n1 mx male NA NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 3 4 1 7 4 4 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.2298840 10.4757631 9.3274428 9.5778735 11.3487051 5.7329285 1.4317834 7.5674466 8.4139380 NA NA 6.3591135 8.3003617 7.1401048 7.9372873 10.6265163 12.2244335 8.3759487 12.9195994 9.5146687 12.3102483 15.6738802 10.0838360 11.0137669 9.2610291 6.4317600 7.4636086 9.2583079 4.2093676 NA 7.2825084 10.0595538 9.8574250 10.4293421 3.9098019 NA 8.9841541 9.4651823 7.7303132 8.1828254 5.8628084 11.3824194 10.0279491 10.9460508 7.9687002 7.5610427 3.2682547 10.7858513 8.5462455 7.1202597 8.0188673 -0.3755715 7.8018241 9.6619514 11.5125769 8.1420739 0.1354035 10.9131783 4.5058274 10.2582761 8.8030694 5.5192211 11.0945549 9.4301483 8.8592220 8.8901132 3.2093598 4.0506671 9.9132705 2.9463379 11.8058673 10.1732264 6.0673483 6.7893119 10.4389468 8.9121169 13.3280377 8.5342974 8.1401043 14.3633939 10.4620324 8.0422569 12.5264026 4.4823837 10.5702141 7.6073984 10.4261128 2.6244051 13.5981915 2.2888901 8.3528521 10.5074296 8.3420809 9.2418719 1.7943119 9.9502720 8.6769726 14.2322260 7.5815064 12.4921436 7.6633233 9.9989007 8.0797317 11.6050796 NA 8.4777142 11.8461426 12.7873464 9.2205943 NA 8.7368440 8.7601138 7.2354293 11.1129978 9.1242503 8.0037827 9.3300369 9.5778735 -1.3755715 10.5507004 7.1440402 10.4028924 10.1157565 8.1202597 12.6067742 11.7707679 10.0102668 13.0481113 2.0838261 NA 10.4812190 9.9071223 9.3056430 9.7716093 NA 3.4317567 5.0838346 13.9594109 12.0021573 10.1543230 10.4184141 9.6742530 10.3772033 9.1980516 1.6243817 8.1866466 7.4220656 11.4523425 9.8496118 12.4024179 10.7763723 9.0631963 6.2537605 10.7940163 6.9863484 2.5312941 4.8532222 8.7880540 2.8723363 -0.3755715 8.3574196 12.0090533 11.1356629 11.4901377 8.7459381 4.6244051 9.8550254 7.0920097 11.0502681 9.6109576 5.5432670 9.3205027 5.0167236 4.0167192 15.0948886 8.2879626 11.7095449 10.3139657 9.9907267 8.1751513 12.5306374 8.1202597 9.8362928 9.1102338 8.2335832 0.6244285 8.8970344 10.7092128 1.6635268 9.2062547 10.4196324 11.3985738 8.8142290 10.6519649 11.6531739 11.0143047 4.1162566 10.3616518 9.0098138 5.9819554 6.0167214 0.6244285 8.5742313 6.1712989 12.5853114 9.5009213 9.6965371 10.3200677 9.5676519 9.7263801 3.0838431 10.9964968 9.3950684 7.1674362 10.5495879 3.3248394 5.7741519 5.4698957 2.4733973 9.0889501 1.4317834 11.4297453 3.9098019 6.9597945 4.8911907 NA -1.3755715 11.6730616 10.0776751 11.5909099 11.3311163 11.9103846 9.5632489 10.2843781 6.6125781 8.8129933 11.3723876 9.3514740 10.3859557 8.9406859 1.6243817 NA 9.2968297 9.4761534 8.9929109 NA 13.3297129 11.7482025 10.4588755 6.5828992 10.5756892 -0.3755715 -1.3755715 -0.3755715 NA 14.3525110 8.1980516 8.9429472 11.5694825 -1.3755715 8.5085748 8.9878603 11.4661653 7.3352108 10.5840442 9.9080716 9.4753725 9.3801266 8.2464561 11.5921711 10.4417878 9.9764478 11.0398821 6.4885905 10.5718990 3.9819531 8.8030694 4.0633649 7.8888473 10.3569959 0.0079597 0.7691300 0.0129760 0.0324650 -0.0101900 0.0049001 3.1509000 0.0348820 -0.2058100 -0.8944000 -0.8865500 0.0079597 0.7691300 0.7691300 -0.8951700 -0.8951700 -0.8951700 -0.8812900 -0.0203710 0.0000000 -0.9175300 0.0049001 -0.8874200 -0.8874200 0.0084197 -0.8972300 -0.0030055 0.0132560 0.0289460 0.0111630 -0.2058100 0.000 -0.905 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 -0.897 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 0.000 -0.905 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 -0.897 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 10.5606744 6.2968300 7.3624971 5.8208350 -0.3755715 9.9074928 6.6016846 7.9379905 9.0559020 10.6813503 10.2985967 2.3248394 5.8723314 9.3767850 8.0838564 8.8544249 11.6182274 5.0167236 0.9463566 9.5131476 2.7118693 NA 8.7993302 9.3489182 9.6687575 10.6265163 11.2482311 6.6187584 0.6244285 NA -0.3755715 9.2879626 7.6384251 9.7045558 NA 2.5312941 9.8471994 10.3296049 8.7263800 8.4317596 9.8752950 8.4269209 11.1252463 4.7943275 10.0412020 9.8711450 8.8459915 4.2093676 9.9316052 6.6578272 13.7623162 11.5689335 9.9338808 13.7513509 12.4826769 6.2897404 6.5786006 11.3662927 4.3523277 10.1635633 3.8723363 13.4849580 7.2168613 11.1049422 3.3792882 0.6244285 10.1698516 8.2464561 12.4644939 10.1880774 13.0481113 10.4261128 8.7562614 8.3776214 13.0920100 9.6742530 14.4522681 12.4024179 11.3622856 13.0971587 10.7962068 -1.3755715 10.9367202 10.1852149 10.5267795 8.2879626 8.2879626 10.4974640 12.7117844 5.9005287 11.9628623 7.0337952 7.0167214 8.2790404 11.9959089 13.2128263 7.4761532 NA -1.3755715 10.8565255 12.3648177 11.5910667 7.0210088 10.5146687 11.5833196 11.7899396 10.6265163 9.5146687 10.0838360 5.1479660 5.5901888 5.1942604 8.2519382 5.7741519 9.0454173 7.9687002 7.6578272 11.5608161 8.9281852 10.8021354 10.2501133 3.0167281 13.4315581 6.5139391 6.4698941 6.7492500 11.0851163 6.7012205 6.8532235 9.2112442 10.5934312 11.1432887 11.7028889 2.8723363 7.4541274 9.0663112 -0.3755715 11.1589505 10.9648109 10.1346741 -1.3755715 10.7877397 9.8580241 1.2093910 9.0113447 5.2093676 8.0899711 6.3658710 8.7459381 8.5044472 -0.3755715 9.1222562 3.5312941 10.7092128 10.2869571 10.8625106 12.5853114 10.2875178 11.1435492 10.5495879 10.0817854 7.5844064 5.5786006 10.0585113 10.2074872 0.2093910 1.2093910 NA 7.4349759 10.8431221 9.6426047 1.4317834 8.5085748 9.0725207 10.2266394 TCGA-UZ-A9PR 84 0 NA 2627 kidney stage i t1b nx mx male NA NA no NA kidney papillary renal cell carcinoma 28 1941 white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.06768658 4.08714032 1.47243578 3.24379093 10.32807630 10.89580776 10.09173209 4.25378510 0.47238379 8.42225571 9.64485671 9.49340917 8.19864737 5.10178452 8.24061343 10.11493216 10.21558056 3.05739828 8.03084974 2.79435348 9.80390605 9.92364021 7.95825864 8.18323539 2.72036603 10.82088067 9.89449388 10.69582761 7.93799579 1.27976842 11.12249361 2.52814620 8.97473378 7.84093587 3.68188774 10.12616988 9.37178601 7.43243082 9.51164988 5.95624488 5.20035133 9.35201252 NA 11.57111926 10.61038088 6.94816279 6.43243166 10.50411663 11.37008558 9.60749714 8.26521934 6.91951290 14.71597508 9.74564189 8.09448100 10.68340487 5.01158956 9.71381660 8.66595444 11.60669502 2.99599096 13.93946149 4.79651989 8.67596056 9.75261999 5.95624488 8.92672859 NA 9.63166982 9.98516966 11.87424199 7.20713832 13.53608166 4.51682202 9.44173660 8.23231731 9.79266554 NA 4.96428310 11.73334871 13.04861823 8.84746864 NA 8.04607628 11.36705747 9.69220277 10.95876142 8.58617138 6.21389548 9.35201252 10.34394940 -0.52761621 10.20332377 8.34125150 9.72627658 9.54456170 9.29181004 9.41053848 11.09248628 9.38830859 15.26807569 -1.52740825 -1.52740825 10.53885473 9.59848822 8.80110400 10.48854102 -1.52740825 2.37931598 0.79435348 13.16613391 10.28099122 10.85072404 8.99304791 9.32885464 9.26359198 10.31123914 5.57045990 8.69522411 3.22730980 11.20735042 10.64391877 11.79517982 10.69401628 9.76991865 6.53312568 10.41567660 4.22731751 1.27976842 5.52771157 9.04133526 5.27978328 1.79435348 8.94207107 11.02773726 9.81949687 12.32242061 9.51750621 3.93186267 10.58844818 7.54657040 10.85490998 11.09196139 4.77620929 9.10542430 5.13064263 4.33040781 10.05268773 8.53312529 12.50171639 12.86118646 8.22062210 9.28380397 11.74826268 8.54389138 9.76819806 9.28941283 9.11988760 -1.52740825 8.32573854 10.45542278 0.47238379 8.92150566 9.97873677 10.89080887 8.76014142 10.24845087 11.15476546 11.00283547 2.27979813 10.60942024 8.97672192 3.75783400 8.50171619 NA 8.74622475 6.72509491 12.54732323 10.62439704 9.31399358 10.07975943 10.56848544 9.58747282 1.05741561 10.97609838 9.02028772 8.21389597 10.79913953 3.55989556 3.51682202 1.47243578 1.64233190 6.39129171 4.04228537 10.33738909 0.05741561 6.79885928 6.20000992 NA -1.52740825 11.74913520 10.76991865 11.66580050 10.85829158 11.96365597 7.62471432 9.76704991 7.41142031 8.28300082 11.01352577 10.18021961 11.00794755 2.37931598 1.79435348 NA 10.14573820 9.07141222 9.11267407 -1.52740825 10.22564596 9.39054710 11.37687563 6.77525076 10.16373646 NA 0.79435348 0.05741561 2.93185322 14.39329372 7.81445942 9.06861895 11.02845616 NA 9.24803951 8.89925993 12.26806300 7.87969719 10.76331197 9.86044639 9.41640910 9.36193303 9.36724699 11.42189115 10.64298021 9.93748535 10.37254123 7.25050592 10.00784064 3.17287150 9.68796209 5.83805169 7.38798025 11.24927342 -0.00186150 0.00819590 0.00458000 -0.00650500 1.54210000 0.00110930 -0.00387790 0.76734000 0.10599000 -0.00186150 -0.00186150 -0.00166290 0.00819590 0.00819590 0.00861350 0.00861350 0.00861350 0.00861350 0.00842910 -0.00069303 -0.00069303 0.00110930 0.00771570 0.00771570 -0.00387790 -0.00027724 0.00569190 -0.00183590 -0.00622860 -0.04549900 0.07340200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 9.84038990 5.78531252 7.66718607 7.55952087 0.47238379 9.21220988 9.05174513 6.38016146 9.94410441 11.26918671 9.90183593 6.13776581 6.17286950 9.81450380 5.43821300 4.79435868 11.97053040 5.13064263 1.05741561 7.40906672 5.47242928 0.79435348 8.41053869 8.59396286 11.49581446 10.83656381 10.86481370 7.67700005 1.47243578 NA 1.05741561 9.76417545 8.22062210 9.14838608 0.05741561 5.10178452 9.6404745 10.1554238 9.3604112 10.1858156 8.9122600 9.1045157 11.3548812 3.4266271 10.2443312 9.0658203 6.3304096 2.5598833 9.3092685 5.2003513 13.1919784 10.4306194 9.7773508 14.2279949 12.5598091 7.3942698 8.3397080 9.7403862 5.8474683 10.6107010 1.6423319 14.1210395 5.9642831 8.7612952 -0.5276162 NA 9.4632421 8.4222557 13.1146501 9.9451200 15.2680757 9.1207869 9.4309819 12.5141739 9.2012001 9.3288546 13.2920594 11.7951798 12.9743907 12.0232962 10.6656465 1.9318721 10.4079626 11.0403852 10.4770008 8.5331253 7.9861566 9.9189956 12.6768475 8.5835650 11.5827477 6.7438919 6.9762548 7.9702808 10.6659545 12.6355285 8.4061200 1.2797684 -1.5274083 8.5783376 12.4214351 11.5361495 7.5222779 11.1600235 11.7824738 12.7598530 10.8365638 10.8936998 10.9091407 4.1448540 9.1806509 5.3053176 9.0115879 5.4382130 9.9537240 3.0573983 9.9527145 12.1328407 9.0346716 11.4602261 10.6145362 2.4724358 15.1186785 6.1804781 6.6964307 7.6961657 10.2505063 7.1126741 NA 8.9542286 10.0294141 9.1135778 11.6464185 5.0422854 9.0270180 6.8078199 0.4723838 10.1853860 10.7592757 9.6158124 NA 12.4031665 9.7380443 2.4724358 10.5435563 2.6423550 8.8923892 7.3763112 9.5175062 9.4538610 NA 9.3147794 0.4723838 10.4554228 10.8340989 10.8387514 12.5473232 10.1611166 10.6588530 10.7991395 10.7511690 7.3611727 9.5485767 9.9672848 10.4446910 NA -1.5274083 NA 8.8701039 11.1656657 9.4829574 0.7943535 9.2480395 8.4075941 11.0836845 TCGA-UZ-A9PS 62 0 NA 2167 kidney stage ii t2 nx mx female NA NA no NA kidney papillary renal cell carcinoma 15 1982 black or african american not hispanic or latino NA NA 1 5 2 4 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.3873350 4.8408459 5.0523507 6.3677065 10.5195858 12.1013330 8.6290928 11.3280521 9.6304663 11.2837903 14.1824545 11.2055574 11.4477876 7.1320781 6.6697355 7.3310119 12.0460612 6.0927656 -1.4069809 3.4508945 10.2345194 10.4174803 9.9182246 3.7222037 2.0523463 8.5601456 8.8491280 8.1203960 8.0543986 5.8875399 7.9787814 10.1825704 10.6879865 5.6697355 10.8181267 3.6803806 10.5121550 10.2688762 9.2394780 8.0358625 -1.4069809 8.5658991 9.4399765 10.3763267 8.1436659 1.5017194 11.1174071 4.5309696 9.1886336 7.8829383 1.9148324 11.0643404 9.4960478 9.1503830 9.7860503 3.4508945 5.5354340 10.9518451 -1.4069809 12.4088028 10.3381733 11.2202251 4.0847701 9.4066763 12.4765171 10.7196237 8.7999337 6.0847723 16.1130314 9.1252753 9.2177147 10.8352002 4.7827440 9.6823696 7.4099026 9.5302930 3.2367681 13.9666001 3.2811047 8.2938270 8.9905939 4.8023742 9.1164812 1.4002647 9.1589732 9.7279871 13.3478067 8.1066467 14.8849248 2.7628378 10.2224170 7.6263420 12.2247784 -0.4071722 8.5206972 12.8863190 12.8095135 8.1320781 3.8023690 8.5572600 7.4509003 8.2094680 11.6692338 9.5608659 7.3677065 9.1213734 9.7496343 0.5929234 10.1656194 6.9852363 10.2385777 9.7521598 9.5485692 8.8978409 11.3878569 9.3233894 13.5163860 0.5929234 3.1778859 10.9449627 10.3214350 8.6441281 10.8328161 -1.4069809 1.1778540 1.4002647 13.4357606 8.8060234 10.6135520 8.9349938 9.6076371 9.2591432 10.3982600 2.1778859 8.0987306 8.3561315 11.6522637 12.1009616 12.4026231 10.5925669 8.4210558 7.2933585 11.0402608 3.8023690 1.9148324 3.2367681 8.2493439 7.5673340 -0.4071722 8.9271925 12.3030799 9.9706721 9.9377699 10.2877124 3.4508945 8.6750682 7.4194681 10.1329504 9.3369120 6.2933594 8.1436659 4.5702018 6.4694367 10.9897916 9.1513401 12.0942588 10.1291664 8.2723993 9.0915790 12.8567752 9.3693522 10.2080890 8.1301376 8.5858575 NA 7.1281944 10.6600174 0.1778540 9.1624047 10.2149711 11.2885825 9.2113048 10.2430734 12.1500239 10.2929254 0.5929234 10.1026942 9.2766158 3.8408459 7.7502662 0.9148706 7.4034910 7.0107720 12.4129984 10.2007119 10.0802569 10.8760075 10.2227312 9.4915206 0.1778540 10.5155408 9.0451603 8.6603536 11.0638323 4.7827440 5.6373146 3.5929234 2.4998076 6.7578260 3.1778859 11.2642391 1.4002647 8.4537114 6.2088801 NA -1.4069809 11.6583353 10.8223389 11.1354675 10.2506843 11.4994341 8.0625610 9.2714929 6.4629145 5.7118610 10.7796526 10.0482464 11.1451080 8.7118604 -1.4069809 0.1778540 10.3182854 9.2881474 9.0212793 -1.4069809 12.5951189 9.5737729 7.6427680 5.7570206 10.5195858 0.5929234 -1.4069809 NA -1.4069809 13.5879355 8.8748492 9.2140553 11.4986823 -1.4069809 9.7944305 9.3644996 11.2511307 8.1007138 9.6145934 9.9717559 9.8567752 8.6373132 9.4571054 11.3956375 10.8464713 10.1551617 10.7565689 7.2439708 9.7617605 2.2933705 10.0197082 6.2688760 7.7051243 10.1656194 -0.00470790 0.00986690 0.75375000 0.00152550 -0.00830050 0.00319100 -0.03013100 0.67493000 0.06065100 -0.04170200 -0.04170200 -0.00470790 0.00986690 0.00986690 0.75375000 0.75375000 0.75375000 0.75375000 0.00930980 -0.01381500 -0.00733390 0.00319100 0.00221930 0.00221930 -0.01638600 -0.83757000 -0.00069303 -0.01532900 0.68868000 -0.06906400 0.06065100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.677 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.677 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9766235 6.7014437 7.7527907 7.9240827 1.6529683 9.7932048 9.6549653 7.2432892 10.1494253 11.1438680 10.8797657 NA 6.0847723 9.4485663 4.6590112 7.0686525 11.2613610 4.5702018 0.1778540 7.9103321 2.4002647 -1.4069809 8.5985439 8.6097276 11.1669947 10.5195858 11.2036281 6.6909520 -0.4071722 0.5929234 2.4002647 9.4258092 8.8265390 9.0817636 -1.4069809 3.1778859 9.3857095 10.2363245 9.2785440 11.0049597 8.7815079 10.7099129 11.1919022 4.6152868 10.6314953 9.7382146 7.6235867 2.4002647 9.9243961 6.4816622 14.1072326 11.3206270 9.5780496 13.5854151 13.2689275 6.8265383 7.6750686 10.5855036 6.1475082 10.3689410 1.7628590 13.2470517 4.4258084 11.4128987 3.0523463 -0.4071722 10.8614613 9.1928321 13.2217634 10.1199074 13.5163860 9.6929244 9.4122999 7.9460658 12.3269937 9.6076371 14.1214649 12.4026231 12.4211549 11.8132976 10.7043809 NA 10.3917960 10.3565466 10.6023980 9.1513401 8.4431060 9.6889755 13.0560604 7.3775541 11.6672263 6.4998092 6.5701988 8.6856763 11.9199104 12.6646330 8.1946899 0.9148706 NA 9.2502378 12.6946487 11.3475938 7.0191837 10.7167173 11.340063 12.559335 10.519586 9.630466 11.205557 3.840846 8.346136 4.859706 8.623586 2.762838 9.565899 5.669735 8.970130 12.752139 8.718333 11.268876 9.747737 1.592923 13.727466 7.049849 7.780271 7.980226 11.561046 5.831325 6.653615 8.827737 9.985773 10.348846 11.774071 4.374281 8.551472 6.882938 NA 10.979051 10.532498 9.804808 0.177854 11.139090 9.394628 0.177854 10.152774 1.592923 9.308023 7.831324 10.287712 9.161930 1.592923 10.020756 0.177854 10.660017 11.219997 10.796267 12.412998 11.250684 10.467901 11.063832 10.232260 8.056444 8.522178 9.528821 10.199324 1.400265 1.177854 NA 9.145588 10.442246 9.546388 1.400265 9.794430 8.772828 11.770027 TCGA-UZ-A9PU 77 1 933 NA kidney stage i t1b nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.7073219 7.6516459 10.9884041 5.2439889 1.6292867 2.7992117 9.8417741 10.5780099 10.3895819 5.8580954 2.2142492 8.6264570 9.1110772 9.4880357 7.9466905 4.8960635 11.5527909 10.2677137 9.9336290 4.2731354 9.7279677 4.9146793 10.4716281 9.5073287 8.7127571 7.9890271 2.8772142 9.5585361 9.6940206 10.4790738 8.1130936 2.5361773 11.0486428 3.3814910 8.5389757 7.6544176 3.3297120 10.6054838 9.3933199 7.6872693 9.4050608 4.8772044 6.6405052 10.0021427 -1.3707133 12.0075726 10.7024151 6.2513290 4.7585590 10.4293323 10.8356817 10.0466028 8.5015988 8.0928021 15.2134769 9.2686185 8.6065577 10.7768007 4.7790233 9.7107612 8.2767363 11.6420768 0.2142492 13.8744219 4.8147504 9.2270416 9.1321095 4.8960635 8.7391085 -1.3707133 9.4518486 10.3439525 12.1764133 7.3741118 14.0949984 4.1211315 10.0320127 7.7404136 10.1075418 NA 7.4494566 13.0733867 12.1434986 8.4653280 3.4366283 8.2803295 10.4786829 8.9364786 10.8057626 8.4996426 6.6349025 9.0194467 10.1513687 NA 9.8085648 7.8628977 9.9123660 9.4597929 9.5921737 8.7840959 11.1749880 8.9923172 15.1461012 0.6292867 -1.3707133 10.4052994 9.8048273 8.9042381 10.4625632 -1.3707133 2.0887183 1.4366416 12.9233240 10.7630621 10.8916662 10.4915277 9.4880357 9.9106282 10.7653076 2.4366416 8.5451572 3.3297120 11.2663554 10.6036924 11.3194481 10.5736238 9.6736718 8.2142404 10.2118901 6.0887098 -1.3707133 4.9330580 8.9635510 7.9691275 2.5361773 10.4841461 12.4288629 10.0748099 12.6206224 9.5607539 3.3297120 10.2067066 7.2366084 10.0876638 10.6777646 3.8772044 8.7430197 5.3435215 4.4621701 10.5725252 9.2776354 12.6391064 12.2549866 7.1645530 9.0761438 12.1802649 8.9455591 9.9724635 9.2677137 9.1350892 NA 8.1029835 10.4342154 0.6292867 8.3452739 9.7828297 10.8298699 9.1674666 10.2870428 11.3271141 10.5391708 2.7992117 10.5369195 8.8539548 3.8387300 8.5149740 -0.3707133 7.4716281 7.1838666 11.9838026 10.7230254 9.1439918 10.2955017 10.6777646 9.3374995 1.9512148 10.9306282 8.7207132 8.6236313 10.6913238 5.2586358 5.2439889 3.2142336 5.4480519 6.2803291 3.6292750 10.5659157 0.9512148 7.7790246 6.0850974 NA -1.3707133 11.4994497 10.3144645 11.5970444 10.7443214 11.8336960 7.9421608 10.0539689 7.3934196 7.6681964 10.7787073 10.0555425 11.8736415 6.2874889 0.6292867 NA 9.5943405 9.0183713 9.2038711 6.1211315 9.8837158 8.6640767 10.5522337 6.7812076 10.4410538 NA -1.3707133 -0.3707133 1.2142492 15.2544871 8.7073750 9.3175279 11.0007821 0.2142492 9.0140615 8.8594904 12.0119018 9.0502905 9.9884782 9.9152578 9.5384208 8.7701075 9.0129820 11.4745718 9.9192966 10.0644271 10.2695226 7.2946134 9.7425771 2.3297264 9.8854864 5.3879001 7.5426458 11.3993222 -0.00572930 0.01642500 0.79220000 0.00221930 1.35820000 0.00152550 -0.01009400 0.76121000 0.12388000 -0.00572930 -0.00572930 -0.00318590 0.01726400 0.01642500 -0.00415460 -0.00415460 -0.00415460 -0.00415460 0.00208050 0.00221930 -0.00622860 -0.00230620 0.00791750 0.00124810 -0.01009400 -0.00013862 0.00263570 -0.00855140 0.77291000 -0.04428000 0.12066000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 9.6926729 6.3297174 7.7790246 7.3047054 -0.3707133 9.7067610 11.0799735 7.0115560 9.9117870 11.2152566 10.3034700 4.0215952 6.4106379 9.7417172 4.3841673 4.4106396 11.8510159 5.3435215 -1.3707133 7.9100484 4.0887098 0.6292867 8.2963895 8.9227494 11.1960596 10.6821853 10.8545153 6.4872580 0.9512148 -1.3707133 1.6292867 9.4542366 8.1291238 9.2114196 -0.3707133 5.5361679 9.4802459 10.0902454 9.2722320 10.3550700 8.8496559 8.3908289 11.1198779 3.0887013 10.1924739 9.3699018 7.6151198 2.8772142 9.4366326 5.1838676 13.4242012 10.9509240 9.8332374 13.9825969 12.8699200 7.5022295 8.9668996 10.0167566 8.2677137 10.3166534 5.1991344 13.2295391 3.9146793 10.3711660 1.4366416 NA 9.9873794 9.2695227 12.7425315 9.9129449 15.1461012 9.0471302 9.2892736 12.2627271 9.4446611 9.4880357 13.2352780 11.3194481 12.3860425 11.9692669 10.4293688 0.6292867 10.6957033 9.9141018 11.0950992 9.2776354 8.0989195 9.5149742 12.6799767 8.7929276 11.4955907 6.6736723 6.7533986 8.2839139 11.0274870 12.7433454 8.6124992 -0.3707133 NA 8.9238985 12.3367447 11.4075192 7.4996426 10.8261871 11.4460614 12.5206817 10.6821853 10.6282207 10.6753786 4.2731354 9.1771362 4.0555427 9.2067065 3.3841604 9.6919985 4.2731354 8.8215706 12.0858593 9.6647642 11.1711003 10.2753863 1.9512148 14.9176031 6.9927560 6.9238979 8.2730435 10.4317941 6.9646678 1.6292867 8.7739360 9.9001571 9.0010543 11.6417277 6.4366333 9.8622981 6.8913730 2.5361773 11.2041078 10.3995286 9.9945066 -1.3707133 11.8105853 9.5878304 1.9512148 10.3677922 2.0887183 9.0576379 6.6349025 9.5607539 9.5482453 0.2142492 9.4163641 0.6292867 10.4342154 10.6654513 10.6547634 11.9838026 10.3153405 10.8913726 10.6913238 10.5077119 6.8580967 8.4779007 9.6743547 9.9724635 NA -1.3707133 NA 8.9364786 11.4400321 9.6278682 -0.3707133 9.0140615 9.0021427 10.9253335 TCGA-UZ-A9PV 65 0 NA 1444 kidney stage i t1 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.4483724 7.9640607 9.3923408 7.9758382 8.1119192 6.0849848 9.6879595 10.1843399 10.3416625 7.4199046 5.6381868 -1.5517333 11.5104071 10.2800641 8.4609854 8.6735684 0.4483724 8.7174876 9.7669037 9.9169850 7.9301601 2.0333349 11.3515329 3.9974098 8.4982094 8.8353010 4.6771812 11.3082839 9.3981877 9.3945362 9.2940704 3.9402137 3.7337665 9.6726822 2.4483724 10.9090728 10.7870973 9.3938049 6.6282705 9.7656322 10.5808607 10.4602870 8.7657734 8.4567897 15.8339622 9.3363430 8.8598720 10.7761942 4.8577521 9.6120105 8.1539933 10.7256484 2.1488040 13.2033528 5.3425725 9.4003232 10.0276769 5.3310029 8.7848674 -0.5517333 9.8630462 9.4595533 12.8309174 7.0220082 14.6789083 4.5358228 9.3316380 8.5840703 11.6140531 NA 9.7250670 13.2638443 12.3826968 8.8342233 -1.5517333 7.9118851 9.4177475 7.4845345 11.0768065 7.9341903 6.5090576 9.6813814 9.6541543 -1.5517333 10.1172459 5.3310029 10.1221116 9.8412149 8.6962884 8.6145240 11.0103982 9.7174876 13.7154768 NA 2.6962832 10.8371855 9.5848716 9.1660373 10.5776440 NA 3.8059115 1.0332997 13.0259078 7.9462127 11.4710755 8.5711891 9.0994125 10.1483671 11.4411223 1.7702793 8.6431177 3.0333173 11.2190248 11.6676807 11.5741909 10.4807511 9.2565208 4.9077944 10.9356986 2.6182856 1.2557424 4.4707256 9.1461972 7.3849987 1.4483724 9.6207885 11.9098404 10.9311689 12.7103089 9.8651584 3.4483592 10.1396682 7.4025576 12.1464144 9.2090809 4.7521438 9.3055645 4.7151466 5.0342245 9.6584234 8.2264382 11.7418326 11.0913152 8.4313547 9.1478292 12.3031320 8.7291316 10.0935690 8.0795381 8.9402140 NA 8.5750653 10.3179548 NA 8.5658222 10.6593366 10.7262295 6.0849848 10.5026261 11.7515709 10.5588443 1.7702793 9.7646424 9.1309517 4.0922159 8.3597531 2.0333349 7.0667469 6.3492273 11.8852026 10.7078100 9.4948028 10.7449905 10.9863073 9.0191654 1.2557424 11.0897331 9.2115732 7.9240945 11.0704127 5.6578143 4.9719252 3.9402137 2.0333349 7.9220664 2.1488040 10.3864703 1.9077752 6.9442154 6.1652829 NA NA 11.6335461 10.7912690 11.8410809 10.6019130 11.9134171 6.1418476 9.4285005 6.8632992 8.4872801 10.2561183 9.4630788 10.4924134 8.7069269 0.7702793 -1.5517333 10.1906704 8.8277393 8.8662135 4.4707256 12.5871127 9.7268104 9.5698945 5.6359111 10.2867770 NA -0.5517333 1.9077752 NA 14.0945259 8.4313547 8.9331837 11.0036691 NA 9.5923817 8.4211543 11.5716741 9.0822643 10.2383020 10.1114743 9.3179548 9.1216700 9.2581290 11.1194597 10.4309981 9.9738817 10.4155872 7.0370758 9.7885727 2.2557122 9.7057488 5.6691742 8.5508091 11.3393851 -0.00532320 0.02462500 0.94051000 -0.01821900 0.94804000 -0.00477010 -0.02909900 0.85275000 0.18488000 -0.08684300 -0.01360200 -0.01635300 0.02462500 -0.01937600 0.92444000 0.94579000 0.94579000 0.94579000 0.02168000 0.00000000 0.00021487 -0.00477010 -0.00200220 -0.00200220 -0.02650200 -0.01484000 0.00827240 -0.02061100 1.73070000 -0.08352500 0.15959000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.160 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.160 0.160 10.39818767 6.93620094 7.97974242 8.29435286 NA 9.58342882 5.61828565 6.18137691 9.73029096 11.27103535 11.08679683 0.03337014 5.99525611 9.80591296 3.44835918 6.93620094 11.38499890 4.71514658 1.44837239 7.85775214 2.53582902 0.03337014 8.55164867 9.05198732 11.53647672 10.49446181 11.22936200 6.45398501 2.35524184 -1.55173334 1.03329965 9.85987189 8.12784115 9.13310958 0.03337014 2.97192056 9.4170278 10.1894065 9.5104072 10.5798964 8.9261192 9.3702018 10.5702182 3.9077944 10.0626107 10.1295993 7.9077926 3.6962832 9.1038918 3.0922244 13.0254947 11.2264381 9.5911062 13.6854962 12.4087249 7.0370758 9.2581290 9.8119481 4.8577521 10.5275124 2.8406848 13.4134688 4.9561543 7.5437580 NA -1.5517333 10.0010301 8.6638939 12.5844709 10.4855647 13.7154768 9.6801821 8.9738819 7.9797424 9.1207863 9.0994125 13.2188184 11.5741909 11.7395317 11.8408125 10.5539421 -0.5517333 11.0007899 10.5107444 10.0243729 8.2264382 7.9719229 9.7719786 12.4068230 6.5463929 11.0678863 6.4762666 7.5144497 7.3761393 11.2857918 12.7494998 8.5815030 0.7702793 0.4483724 9.9836364 12.1694601 11.2514426 7.1136974 10.7027991 11.4988898 12.1366113 10.4944618 10.8604015 11.6118534 3.6962832 5.5879110 4.1207832 9.2007417 3.0333173 9.7876543 7.4199046 10.2362635 12.5218013 9.2460225 10.9116299 10.1570138 2.3552418 14.1699675 8.5664586 7.6431181 8.1447546 10.7247762 5.9402137 NA 8.6381854 9.7652082 8.8478952 11.9131619 2.2557122 7.1453290 6.2427759 NA 9.1634650 10.8042626 9.6693438 1.2557424 11.7445602 9.1634650 2.3552418 10.0575396 0.7702793 8.5077055 7.9719229 9.8651584 9.8043506 -1.5517333 9.7859829 0.4483724 10.3179548 11.6028627 10.0621505 11.8852026 10.2673424 10.6753752 11.0704127 11.2070006 7.6819805 9.5660040 9.9447154 10.5496801 -1.5517333 -1.5517333 NA 7.5251762 11.4245599 9.3484730 -0.5517333 9.5923817 9.1038918 11.6115389 TCGA-UZ-A9PX 73 0 NA 1981 kidney stage i t1 n0 mx male NA NA no NA kidney papillary renal cell carcinoma 67.5 1955 white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8628345 9.3735875 5.0814760 10.7647887 9.2864908 7.8699707 7.9795955 3.2659019 10.6381552 10.1063628 10.5849394 7.5138271 0.7330940 11.1998191 3.7806985 9.1183678 8.1456051 4.3499667 10.9729825 9.6093073 7.6499495 9.4359448 4.5762379 6.9839866 9.7035468 2.3224762 11.1952172 10.6156894 9.0472592 6.9618930 10.1322735 11.4390270 10.3229166 9.2495774 8.5229102 14.7315068 9.7041924 8.0896491 11.2277544 4.6881300 9.1602322 8.3259472 12.1413110 3.4294017 13.3127507 4.2341027 8.9813866 10.3072302 7.4862293 8.9394561 0.6220870 9.7831752 9.6630179 12.1627768 7.1612024 13.8254893 5.1456041 9.2457329 7.4893222 9.9218238 NA 4.5993237 12.9574337 12.8464973 8.6121472 5.7305666 7.7819144 11.3142230 8.4846807 10.8592534 8.4001203 7.0483081 8.9417155 9.7461646 2.5289463 10.3693972 7.8363622 9.9535202 10.3315580 8.8007081 9.2757842 12.0281992 9.4525586 13.9220741 0.2070182 0.6220870 10.6800351 9.4640008 9.4058601 10.3495384 NA 4.4293950 2.0814760 13.5049729 11.1236318 10.7461647 12.8437815 9.2422631 10.0783978 10.7213912 3.3224762 8.8993306 4.6444101 10.9126383 9.7988398 11.4563031 10.4017627 9.6901499 7.9685574 10.4410249 2.4294017 1.2070182 6.0057480 9.5733281 5.4800259 0.9439588 9.7571113 11.7659049 9.9109095 12.6268783 9.3533623 3.2070026 10.0245225 7.3668773 10.9271162 11.7222129 5.3085429 8.8628348 5.1612024 3.8699701 11.0944803 7.9817927 11.6919965 12.3340329 8.5805963 9.3041601 12.0023691 8.7383872 10.1328075 8.7806529 8.3155305 -0.3780068 7.7869505 10.5860232 2.7496844 9.8333781 9.6199285 10.6968538 9.4604594 10.4398265 11.3309117 10.8143362 2.4294017 10.3392914 9.1049119 3.7095112 7.9574335 1.4293749 8.1436439 6.1842862 12.2654486 11.1023287 9.1737516 10.0132869 10.8649198 9.1718281 0.2070182 11.0771573 9.3024029 7.4099458 10.7682938 2.2070182 5.5409076 2.7095112 3.4294017 8.6664374 2.8699701 10.5039221 0.6220870 7.6388515 5.5762409 NA 1.9439588 11.6874595 10.8217157 12.2148507 10.8430262 12.1548863 8.2944687 10.0895726 6.9896329 8.5092639 10.6117926 9.5747846 10.6698489 5.5527797 0.9439588 -1.3778193 9.9894581 9.0916853 9.2182331 6.2440955 10.0608352 10.5769667 10.8081576 6.0817210 10.1670079 0.2070182 0.2070182 1.9439588 2.5289463 14.3676127 7.3533621 8.9223959 10.6502948 -0.3780068 9.1397128 9.2423365 12.4528556 8.3120411 10.8517635 10.1313235 9.7134788 9.5371759 9.1198951 11.3350002 10.4485919 9.7863217 10.4667492 7.3328502 9.9106268 4.9795955 9.1268624 5.1520211 8.0384400 11.7729013 -0.00055444 0.01992300 0.00638710 -0.00126630 1.45290000 -0.00221680 -0.00553750 0.71152000 0.16160000 -0.00055444 -0.00055444 -0.00055444 0.01992300 0.01992300 0.00583090 -0.00207840 0.00638710 0.00638710 0.00000000 -0.00249380 -0.00345310 -0.00221680 0.00166420 0.00166420 -0.00553750 -0.00318590 0.74366000 -0.00318590 0.71961000 -0.05926900 0.13761000 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.162 0.162 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.162 0.162 9.936627 7.064987 7.312042 7.005791 -1.377819 9.157319 9.832715 7.762720 10.282931 11.355305 10.356753 7.627668 6.616397 9.997626 4.771791 6.730568 11.619752 5.161202 1.429375 7.766702 4.771791 1.207018 8.348262 8.111892 10.961445 10.946786 11.307381 7.439027 2.322476 NA 2.869970 9.897586 7.610728 9.222885 0.622087 5.390227 9.1852397 10.0747994 9.5667554 9.4261744 9.0025045 8.2256697 10.9135019 1.7919807 10.2600267 9.4132063 6.8652173 4.4034041 8.9751902 5.5993237 13.1567718 11.1602323 9.5755124 13.6584317 12.2263649 7.0977772 7.5557341 9.5645578 8.2440950 10.3508142 3.5762440 13.8212172 5.2070065 10.2079448 0.2070182 NA 9.7481024 7.8044376 12.2509445 9.7838051 13.9220741 8.8019524 9.0670581 11.4622312 7.9235396 9.2422631 12.6704451 11.4563031 12.0311691 11.9586894 10.3380054 4.2944664 11.0873547 10.8794312 10.0921938 7.9817927 7.7041921 9.9417155 12.4348223 8.9861780 11.3567530 6.3362887 7.6078851 8.9246822 11.1061110 12.5036354 9.2748883 -1.3778193 -1.3778193 10.3503891 12.2070059 11.1148654 7.2586678 10.7907155 11.7755954 12.3494321 10.9467865 10.0860734 10.7599951 5.1918982 8.5907102 4.1139005 9.2395109 5.5168598 9.6241552 7.8628345 8.9155149 12.2946588 9.5623569 11.0558896 10.0597955 2.7919599 15.1894796 6.5871354 6.4358253 7.8791482 11.0652459 7.6935058 2.5289463 8.7781264 9.6485668 9.1228852 11.7199109 7.1416801 10.0197180 6.8363622 1.7919807 10.9610582 10.8741174 10.0921938 NA 11.6478750 9.7141397 3.4294017 10.4981766 3.1456122 8.6664374 6.7095057 9.3533623 9.4948876 1.2070182 9.4197049 0.9439588 10.5860232 10.9065176 10.9140773 12.2654486 10.4800243 11.1273587 10.7682938 10.9724301 7.0896486 8.6007537 10.3072302 10.2182331 0.2070182 2.8485578 NA 8.7969692 11.2730120 9.4947182 -0.3780068 9.1397128 8.8019524 10.9535202 TCGA-UZ-A9PZ 65 0 NA 657 kidney stage iii t3a nx mx male NA NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 4 6 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.5224073 11.1168369 1.3997180 8.6711932 8.5696551 2.2070807 10.6897491 9.4725329 8.5944870 9.2970614 6.0862318 6.6381347 10.0135198 1.3997180 11.3107477 10.9799888 5.1276498 7.7126130 9.7103317 10.9752695 9.6909010 8.6618251 6.7216584 15.3916728 9.3997302 8.6237319 10.4852027 5.0721573 9.6128344 8.5746560 11.5690290 3.3066268 12.8320111 5.7166014 9.6397225 9.9095052 6.0435873 8.6309514 NA 9.6885963 9.6164761 11.7284052 6.8509419 14.6636673 3.8591645 9.1049997 8.9213307 10.7199667 NA 8.4386492 12.8998252 12.4480468 9.4427576 4.3066195 7.1411967 10.8343585 9.3378395 10.8457797 7.7171431 7.2070856 8.8795107 9.8259950 NA 9.5969469 7.5846055 10.2639164 9.9657843 9.8048717 8.7462439 10.9127669 9.3812974 14.0718240 -0.6003367 1.3997180 10.5987891 8.8639697 9.5696553 10.3289887 NA 1.9846987 2.2070807 13.0140950 9.6237319 11.5325513 8.1778072 7.9996432 10.4269452 11.3852164 5.2326185 9.1445642 4.1001703 10.5180224 11.3319450 10.8833395 10.2199092 9.5771497 6.5596019 10.9139511 0.9846987 0.3997727 3.7920432 9.0435865 7.0792106 1.3997180 9.9733774 11.6285489 9.8364418 13.2763431 9.4165385 4.6691402 10.1761633 7.7261596 11.0833785 9.3510150 4.3066195 9.5186713 6.3770109 5.2326185 10.1019029 7.8955850 11.6363424 12.3986732 8.4386492 9.6600970 12.6704636 8.6641728 8.9543191 7.6188986 10.0695012 NA 8.3798700 10.0024291 NA 8.1160008 10.1036339 10.1587861 8.1445639 10.1318977 11.7314870 10.5102136 4.4871905 10.3466365 9.1955427 2.3997180 9.2975757 -0.6003367 7.3066204 5.8091211 12.1477134 11.1221109 9.2070851 10.1810900 10.9567152 8.8364418 NA 11.0842159 8.9940550 8.2975757 10.8265192 4.4441237 5.6476570 3.3066268 4.8259942 6.3066213 -0.6003367 9.9695858 2.7216570 8.0792101 6.0063205 NA 0.9846987 11.7331652 10.6476577 11.8581369 10.7205308 12.2351886 7.2006299 8.8550575 6.9854435 7.8133579 10.0730393 9.5173733 10.2877124 7.0792106 0.3997727 NA 9.9667356 8.9790461 8.5621214 3.6476599 11.0659543 10.7920477 10.8027423 6.9091094 10.8333157 -0.6003367 1.3997180 1.7216789 NA 14.4899254 6.9695857 9.1225379 10.4997355 0.9846987 8.7528770 8.2746810 11.4485577 8.9790461 10.6577073 10.3073721 9.4123547 9.3755782 9.1876329 10.9954539 9.7963351 9.8059352 10.4102583 7.5134726 9.7185216 2.9846987 9.9427621 5.3469285 8.7553236 12.0311347 -0.00277070 0.01307400 0.43800000 0.00000000 1.44590000 -0.00512270 -0.04874800 0.68887000 0.14816000 -0.01450300 -0.01450300 -0.00277070 0.01307400 0.01307400 0.43041000 0.43041000 0.43041000 0.43041000 0.01978300 0.00000000 0.00180300 -0.00512270 -0.01298900 -0.01298900 -0.03925800 -0.00609040 0.00083195 -0.01381500 0.69970000 -0.06638600 0.13391000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 10.3954974 6.7035105 7.2452199 8.2859450 -0.6003367 9.8405993 10.1654308 6.9785183 9.8091211 11.5217979 9.9466247 0.3997727 5.9695857 10.1131168 4.9232918 5.1546197 11.2250866 6.3770109 1.3997180 8.1036340 3.5696612 NA 8.1310492 9.9504770 11.8018336 10.1884485 11.3597539 6.3770109 3.2070807 NA 1.3997180 10.1165497 8.1778072 8.7834344 NA 5.1546197 9.2623676 9.9714829 9.7295266 9.7171429 8.8112411 9.0897283 10.4482171 4.3066195 9.8855596 9.2499172 8.0399751 4.3539231 8.3655145 4.7572847 12.5373618 11.4283270 9.4025453 13.6636596 12.8658067 6.4765453 7.8632546 9.6885963 6.7395808 10.2046680 3.1001703 13.5822022 6.0435873 10.0818470 0.9846987 NA 9.7715070 7.6333498 12.3515613 10.0897283 14.0718240 8.8154720 8.4193210 11.1961755 8.8280905 7.9996432 13.5249823 10.8833395 11.7947287 12.3674969 10.2262788 4.3066195 11.1986070 9.8764764 10.7148798 7.8955850 8.2452204 9.8374824 11.9367059 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0.7190520 9.0962542 8.9681570 13.9545344 7.5582477 14.4184033 5.0044475 10.1070610 7.1907186 13.1770016 -1.2810357 7.5676664 14.4023399 13.0630621 7.4839149 -1.2810357 8.4264027 10.1316135 8.8839507 11.3653774 9.3879286 6.4469642 7.6615579 10.0233950 NA 10.6571530 7.9787871 10.6768712 10.5114273 8.3985240 9.4872281 11.7073467 9.7225617 13.4896560 1.8889672 2.5263944 9.8190489 9.9694783 8.5199436 10.6823011 NA -0.2810357 2.1784597 13.8778900 10.9357895 9.5527244 13.8689892 9.7260710 9.9339699 11.3117343 1.0409625 7.4125309 7.2386799 11.3096307 11.2572326 12.2580340 10.3170962 8.8877160 8.7288722 10.2163965 -1.2810357 0.7190520 -1.2810357 9.0588936 4.3628977 -1.2810357 7.6527346 12.2603823 9.9657843 10.8874024 10.1917345 1.0409625 9.4545997 6.8118011 10.3151588 11.5199436 9.5053134 8.8405772 1.3039853 6.0389870 11.7398500 8.8379849 12.2767467 11.0943547 9.0228244 9.0375865 13.0628540 9.5392226 10.0848193 8.4705877 8.6674111 NA 6.2504254 10.5368268 0.7190520 10.3211394 9.7112739 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10.0136645 6.6016861 9.2831933 NA 4.0765933 8.634923 9.918716 9.234743 9.386155 8.849614 10.873229 10.269790 3.473930 9.576247 9.317096 6.085365 3.111365 9.846393 4.473930 14.005746 11.471842 9.318956 12.802191 12.557755 6.637907 7.198824 10.000394 6.398523 9.733064 2.625925 12.490946 3.888967 9.772291 -1.281036 -1.281036 10.844780 9.053317 11.909794 8.468913 13.489656 9.185630 8.882693 6.433290 11.251400 9.726071 14.299979 12.258034 11.367851 12.541316 10.309163 NA 10.863383 10.396323 11.427481 8.837985 7.684828 9.693458 12.885442 8.364702 11.385490 3.719041 6.570792 8.107061 12.166127 12.326836 7.446964 NA NA 10.497942 12.369198 10.995459 5.446964 11.003868 11.2647322 12.5176167 10.2941102 9.4298500 11.5034741 4.5519343 8.6819397 4.3628977 9.5020419 5.1619884 9.4029155 3.1784756 7.4367199 12.8203563 9.6941752 11.0344763 9.5613941 1.0409625 14.5215348 6.5939632 7.2068835 7.7678574 11.6806742 6.6497807 0.3040437 9.2964726 9.9799632 11.3765095 11.3025966 3.9284935 8.7133972 7.7661678 -0.2810357 12.3509028 10.6830235 10.1432100 -1.2810357 11.1674181 8.9740724 1.3039853 9.4554456 3.5770300 9.1070609 8.1263116 10.1917345 9.1089332 -1.2810357 9.3392635 1.0409625 10.5368268 11.2697208 10.8187202 12.2799735 11.3837132 11.8866187 11.1113611 10.3624490 7.9811385 7.4705881 9.1692240 9.3346733 NA NA NA 9.2158974 10.3693460 9.3374292 NA 9.4409972 8.9562536 10.4705877 TCGA-V9-A7HT 67 0 NA 965 kidney stage ii t2 nx mx male 2009 NA no 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino NA NA 1 5 2 4 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.64011160 10.46885443 12.49311801 13.30365997 10.82501330 11.22336879 10.28325183 6.12419784 7.28543274 14.09996921 4.77272497 3.86894352 5.35768923 10.72491523 10.25570808 10.61040866 5.30706416 2.61518085 9.28652195 8.97814042 11.86966860 9.17213319 5.06449057 10.86821426 10.15434384 11.12784953 7.51837147 13.32420256 8.82463835 9.68458313 9.12175962 8.59070231 8.40860063 4.93711366 11.33786125 10.40910088 10.77931841 7.47316591 1.91475585 10.63712594 3.03906819 8.70753549 8.47507799 3.30706416 11.03627886 9.92036983 9.42353048 9.49303302 2.49970560 9.28978468 10.61985929 2.61518085 11.94696328 10.22819531 7.12906454 8.72370940 10.14352199 12.91033583 10.98083455 9.72048916 8.47698795 15.48189928 9.08467022 8.53862662 9.65957907 5.02326866 9.37007250 7.53679738 11.89381321 4.49970560 13.50152649 4.50720476 9.14043486 9.24005072 6.58008065 8.69117819 5.08467235 9.49876825 9.53404837 13.27305311 7.70264785 13.70750767 4.00220744 10.09271922 7.64606471 10.65579089 NA 8.56938134 12.82154200 11.32387104 8.17684035 10.97577891 7.87184734 8.93572522 9.20361131 10.88197160 8.28978468 7.09465412 9.77428005 9.39047875 1.72211624 9.93919248 7.86018936 10.06512730 10.34676513 9.44807500 8.04402848 12.42321234 9.10827066 13.42538588 2.23667629 4.23667629 10.42402548 9.96956669 8.97948808 10.45487338 1.49973110 1.49973110 2.37417703 13.74649789 10.91720878 10.17272239 13.16200532 9.35872482 9.92806795 10.91474531 4.61518674 7.90626710 7.23215803 11.03368639 11.71705972 11.69504925 10.19028793 9.48933881 11.22791179 10.94299672 4.89202666 1.91475585 3.86894352 7.95091919 6.27229759 -1.08528241 10.59290529 12.10934828 9.87474718 10.39805723 9.73731614 1.91475585 9.95229221 8.03627858 9.14310715 9.08592199 5.48460219 8.57295672 6.25459593 5.76023426 10.04852979 8.28978468 11.82126018 11.47698775 9.58451629 9.31094331 12.14371429 8.93849958 9.03757331 8.90909863 6.93711366 NA 7.26347391 10.39956825 2.08467660 8.76586952 9.86092060 10.94885647 10.02261624 10.23328808 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0.3878300 -0.0173910 0.3309200 0.1810200 -0.0099565 -0.0099565 -0.0099565 0.3739700 0.3767700 0.2750500 0.2750500 0.2750500 0.2750500 -0.0350400 -0.0238960 -0.0388940 0.3884900 -0.0082308 -0.0082308 -0.0173910 -0.0287400 0.3840900 -0.0149160 0.3986100 0.0000000 0.1698800 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 9.96867126 6.74129439 9.70997329 7.02447150 2.43327997 9.16385871 11.38667452 10.08820389 10.63669893 11.23849538 10.06639613 6.18153196 5.69610513 9.40860084 2.23667629 7.07965224 10.99922159 6.25459593 -0.08528241 7.72210052 5.27229572 -1.08528241 8.18153196 8.50720238 10.99068901 10.71645364 10.62460028 7.08467022 1.72211624 NA 1.23664568 9.80652900 7.13391384 9.48460099 NA 6.65621175 9.555894 9.847698 9.374177 10.103952 8.202458 8.044028 10.759843 2.914737 10.244542 9.892741 7.686235 4.722100 9.257931 6.622105 13.588551 11.219382 9.783568 13.770636 12.461760 6.649455 9.616918 10.594665 11.103952 10.163266 4.845485 13.194574 5.064491 9.557700 2.615181 NA 10.717666 8.216241 12.395409 9.844743 13.425386 9.274495 8.986208 9.272297 11.224790 9.358725 12.866850 11.695049 12.049813 12.422292 10.209366 2.236676 11.016721 9.668798 10.653260 8.289785 8.376225 9.698562 12.571617 10.486024 11.526224 6.615185 7.540454 7.594225 11.171544 13.118934 8.448075 4.272299 NA 10.353017 12.308136 11.212198 6.702648 10.499238 11.49782809 12.22649363 10.71645364 10.46885443 10.82501330 6.40659789 10.40258533 5.45390273 9.02457594 5.27229572 9.70101495 7.51837147 6.66293749 12.46076314 9.02848738 11.11165474 10.18036036 1.23664568 13.24838988 6.68120748 7.49970799 7.74709733 10.51186678 8.70916103 6.80956365 8.46933412 9.67296855 9.05429662 11.22677740 9.69774359 11.96561429 8.32413643 5.04402684 11.19377544 10.63413419 10.11809337 -0.08528241 10.70631522 9.63242182 2.49970560 10.48933881 3.86894352 8.67961697 7.13874690 9.73731614 9.93147003 4.40659789 9.65536936 2.37417703 10.39956825 10.99055869 10.95777258 12.26015057 10.57206380 10.79356259 10.80880518 10.28325183 7.03886633 8.13633240 10.07335499 9.87764135 1.23664568 -0.08528241 NA 9.22876194 11.64103161 9.04788760 NA 9.04660237 7.96459386 11.54978318 TCGA-WN-A9G9 NA 0 NA 791 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 10 2002 white not hispanic or latino NA NA 3 2 4 4 4 6 3 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.8678392 11.1021058 9.7509538 9.6712143 8.6024183 -0.6359879 5.9127576 8.6586342 -0.6359879 4.7825396 6.3526985 6.8638592 7.7083093 8.9527281 10.3856875 12.3334000 3.0644518 9.5563064 10.7352456 11.8523558 12.9332283 10.1937363 10.9639263 10.4868415 6.3297981 5.3863799 12.7979901 5.3863799 NA 5.1969021 9.5685847 10.4829545 10.2527567 5.9489769 1.6859401 8.5289205 9.8254929 12.9251821 8.4220050 7.3065284 9.4314479 9.2754054 9.6237568 7.4029327 12.9869804 5.7215668 10.0661862 9.5880152 8.8777412 9.2977041 5.8718092 11.9999583 12.0778296 9.9583381 7.5587704 1.4883608 10.4289516 0.9489746 9.6284561 8.3035926 2.3640121 9.6666524 10.3087256 9.0006381 8.8936004 1.9489746 8.5112186 9.9281630 0.3640121 11.2339928 11.2757800 4.0644518 0.9489746 8.8257386 10.4341345 11.3316000 9.0222249 8.2709041 14.2998231 9.0470080 7.1519156 10.5112185 5.7215668 9.8528578 7.5339386 11.0217785 2.3640121 10.2940116 2.1754927 9.6751714 9.4829545 8.8007249 9.2063639 1.9489746 10.3174825 8.1584294 11.2142003 6.4408293 16.5558798 6.4192962 9.9944536 6.5238850 12.0266819 2.3640121 2.3640121 14.9699849 10.4159022 9.0713725 9.1388006 5.7390542 10.0885274 8.8478294 10.9352921 7.8836495 8.9262560 7.7303356 8.0919341 1.3640121 8.9787233 8.8992889 10.2320643 10.3477197 9.2694005 7.9186021 11.6852793 10.3590739 11.6672235 NA 1.9489746 10.1753882 8.3417799 9.8478292 9.6083774 NA 3.0644518 0.9489746 14.0822788 8.8737886 11.1025280 13.6867163 6.5439227 11.2962282 10.7450156 6.2709045 6.9787230 7.9031721 9.9897223 10.1745852 10.6255032 10.5364410 7.8598683 11.4351406 10.6048049 0.9489746 0.9489746 0.3640121 9.2633704 0.3640121 0.9489746 10.8488364 11.9550683 8.6095662 12.0271268 9.1519161 NA 10.6814261 8.0987233 8.6358734 10.6149041 4.9787219 7.6024183 4.7902768 3.8234437 9.0399705 7.9527279 9.2481840 10.9517910 10.9352921 9.9878950 12.4270715 9.2435967 8.8698251 9.7071991 10.5777253 1.3640121 6.5339386 10.6006257 5.5131496 7.3784249 9.6574851 10.1297140 5.7215668 9.9041416 10.6243450 10.8797133 2.6859401 9.5856007 7.8679187 6.1713690 6.2709045 -0.6359879 5.9787242 5.0364374 12.0297935 11.3466506 8.1681446 10.4388240 9.7379662 8.3326802 4.2709026 11.3129902 9.6836856 7.3640138 10.2040046 NA 4.3182084 4.6859401 2.5435206 7.3006518 2.6859401 9.7552571 3.3640121 8.9620660 7.2219940 NA NA 11.3846463 10.4607286 11.4793824 11.0631521 11.7989023 9.1071650 8.7305978 5.9810763 8.8377194 10.4267343 9.9386071 11.9585714 3.1713670 NA 0.3640121 10.9814809 9.3597807 8.8992889 6.9860650 8.9166826 11.8193407 8.7390528 8.6016776 10.0722353 NA 1.9489746 NA 2.5339371 13.9186023 6.2947512 9.1825957 8.7520307 0.9489746 8.8234453 8.7171603 10.0522639 8.0919341 11.0679170 10.3995000 10.0240093 10.9522597 8.9860653 11.1753882 9.7116348 9.8963695 10.5351903 9.0679170 9.1535472 6.7734043 9.1338514 3.4240621 8.8230761 11.0670519 0.12392000 -0.00379140 -0.02940400 0.06584500 -0.00064906 -0.00258830 -0.00037187 0.00643130 -0.00521710 -0.23003000 0.12392000 0.12392000 -0.00379140 0.00754420 -0.22634000 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7.4029327 9.8244694 NA 10.8300899 9.123902 10.445497 9.750954 10.113045 7.518832 6.703863 9.801766 4.318208 9.758476 10.178596 6.703863 7.607188 9.190562 5.685943 11.966248 11.689600 9.562459 13.211169 12.663078 7.118901 9.408408 9.196904 9.117230 9.885614 9.261859 12.767159 6.329798 7.960203 2.364012 NA 10.234378 6.685942 13.625888 10.405673 11.667223 8.432792 7.446163 10.479707 9.517565 6.543923 14.710666 10.625503 10.302858 12.900382 10.612534 2.948975 12.367356 8.424709 11.800725 7.952728 7.794466 10.564299 12.140241 12.582879 11.406015 7.391920 7.721565 3.823444 11.311650 12.401904 7.760618 1.364012 NA 9.725957 12.844804 11.201121 7.112206 9.556306 11.6700752 11.5336254 10.3856875 10.7352456 10.1937363 10.4138621 12.9035359 5.4514749 9.1825957 5.5137592 10.2633704 7.4029327 4.8558651 11.1937283 9.1984846 11.4411630 9.9508533 0.9489746 13.8565552 8.8725807 8.1021059 8.9105993 10.2102874 10.1817967 5.2219930 6.3640138 9.3269094 7.0019429 12.2841802 7.9823993 13.3588089 8.3808216 NA 11.9729613 11.7576721 11.0284608 1.6859401 10.4294297 9.1761909 6.7818659 10.5722478 2.5339371 6.4620458 5.9186033 9.1519161 11.1367157 4.9787219 8.9750383 3.1713670 10.6006257 10.5338007 10.6528796 12.0297935 9.8028054 10.1608642 10.2040046 11.1466023 7.0782586 7.0987227 10.3043271 10.1230694 2.5339371 3.1713670 1.3640121 11.3780340 12.4969437 8.1122065 6.3752410 8.8234453 7.7477177 9.7060881 TCGA-WN-AB4C NA 0 NA 1188 kidney stage i t1a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA 2010 white not hispanic or latino NA NA 1 2 NA NA 4 4 1 2 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.7872571 11.3547714 10.2650598 8.3501250 6.0059209 5.7744392 12.5166849 4.0740001 NA 4.7744392 8.8973678 9.2084268 10.6476477 6.7178573 2.3959402 8.0740007 8.9627439 11.0476979 6.6887105 4.6589655 3.3959265 9.4315526 11.5334322 4.3219281 9.2237476 6.8154678 10.0754088 8.3313886 7.8877817 9.5293279 4.5975610 11.1877428 10.6467008 10.2019949 8.7393364 2.0739916 10.5261079 0.0739573 10.7455416 8.4271473 1.6589655 9.7761733 8.7322122 8.5578163 9.3195534 2.0739916 7.8941793 9.8255446 3.2439280 11.8965714 11.3171745 NA NA 8.0106383 10.7517202 9.9304261 9.1183948 7.6739132 15.3726718 10.2712173 8.1019064 8.6131592 5.2032834 10.5044532 7.6131596 10.2161077 2.0739916 12.1118907 2.3959402 8.3379269 9.0541400 7.8553600 9.7674875 7.8421850 9.6208950 9.2736730 11.0519960 6.1400894 14.3407088 4.9319808 8.8138149 9.6831794 12.8469337 NA 9.4271475 15.1087136 12.0340025 9.4939607 1.0740258 8.7499576 6.8813551 8.2736730 11.9676813 8.6400547 7.3777814 8.5252119 8.9535839 1.0740258 8.7709681 9.0655225 11.5070643 11.1211245 8.4446882 8.2389077 11.9658412 9.7569952 11.7534807 3.3959265 3.3959265 10.5416061 8.7573460 9.9853926 10.1373957 NA 2.0739916 5.1183930 14.3684059 7.3407875 10.9084717 12.3814860 4.9808890 12.5231492 12.0139470 4.1614605 7.0626852 8.0569942 10.6905494 10.6150972 9.9868749 9.3823396 8.1019064 11.4205143 11.1461332 4.2439280 4.3219281 4.3219281 9.1211245 2.0739916 NA 9.3076202 10.9988131 9.0194445 10.0412268 9.1667576 NA 10.1508162 8.3454638 10.4873746 6.1400894 3.0740087 9.2955878 7.9566439 7.4227283 11.2601148 6.8553606 10.7508392 10.6285894 9.0740007 10.7839460 13.8104025 8.4403227 8.9005490 8.1825250 10.3902822 NA 5.2032834 10.0880211 5.5574928 8.3926338 8.4709049 10.2551529 4.2439280 9.8941795 12.0028890 10.0252853 4.1614605 10.5628449 9.6015363 4.2439280 5.6285899 NA 8.2084270 2.8813514 13.0927224 10.5578163 9.2736730 10.1890442 11.0128450 9.1373957 2.6589655 11.5339240 9.8305569 7.9505174 9.8087102 NA 4.9319808 5.5002667 1.6589655 6.3594034 1.0740258 10.3290292 2.8813514 8.6552012 6.7353516 NA 0.0739573 11.1279264 10.2058575 10.9084717 10.4555435 12.1309769 8.4791420 6.9928636 5.2261848 7.4663180 11.2464281 9.8372129 10.0908088 1.6589655 NA NA 9.6170325 10.0908088 8.7178567 NA 8.5334321 11.2186588 9.4727442 8.5483553 8.8053195 NA 1.0740258 2.0739916 NA 13.1890442 5.5334325 9.1508163 10.7950998 0.0739573 7.4577051 9.0076911 10.4577049 6.8019204 10.0469803 10.7464259 9.5837755 9.1851363 9.4533789 11.2804045 10.9412793 9.9053079 10.0252853 8.5897006 9.1508163 2.0739916 9.8120929 3.5321174 9.0703327 11.5112325 1.2986e-03 4.2748e-03 0.0000e+00 -9.4923e-03 -5.2106e-03 -5.4871e-03 -1.4738e-03 5.9986e-01 4.7746e-02 1.2986e-03 1.2986e-03 1.2986e-03 4.2748e-03 5.6036e-03 -8.9403e-03 -8.9403e-03 -8.9403e-03 -8.9403e-03 5.2282e-01 -7.2835e-03 -1.2801e-02 -9.7043e-03 1.8536e-03 1.8536e-03 -1.4738e-03 5.0541e-05 -1.1836e-02 4.6648e-04 7.0944e-03 1.5638e-02 4.7746e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3777814 7.3959291 8.1346964 7.5688165 3.8813514 9.2858888 6.3028198 7.8908564 13.7156008 11.9804440 9.9005491 2.8813514 5.6887091 10.6160651 NA 9.4727442 10.6381501 7.9566439 0.0739573 8.6324213 6.8684164 3.3959265 8.9474447 9.2237476 10.8868677 9.0194445 12.3343351 7.7534809 NA 1.0740258 4.5334325 10.8885831 8.1292830 9.4706054 NA 7.4315528 9.042667 9.551759 11.108800 8.541606 8.504453 10.444688 9.393673 3.074009 9.345464 9.158809 7.016515 4.533433 8.302819 7.919491 13.903624 13.750619 8.508629 13.815889 12.332272 5.533433 8.413850 9.449040 9.090809 10.536503 3.533426 13.415658 5.359402 9.577826 2.395940 NA 10.200705 6.828888 12.507586 9.902137 11.753481 9.101907 8.056994 4.395927 10.046980 4.980889 12.185462 9.986875 10.299208 13.028379 10.009166 NA 11.033278 8.541606 10.835552 6.855361 8.039785 9.947445 12.380347 9.013580 10.928090 6.028198 7.589701 7.243925 10.793389 12.288016 5.828888 NA 1.658965 9.541606 11.566355 10.323079 6.788246 10.201995 12.1844839 11.3472134 9.0194445 9.9928639 11.3547714 3.5334263 8.7322122 3.0740087 9.7950998 4.2439280 8.5002655 4.3219281 5.7744392 10.6969675 8.3823396 11.3225212 9.5718524 2.0739916 12.8871805 5.1183930 5.9319808 7.2607587 12.1197602 8.0908090 2.0739916 6.5817956 9.3846135 11.3897162 12.1887190 4.4663204 9.9973281 9.0106386 0.0739573 12.0080600 12.0935913 10.5252117 NA 10.6063565 7.9808913 2.8813514 8.8188343 6.8813551 5.7178573 7.5738463 9.1667576 9.5408724 3.6589655 10.2007050 3.5334263 10.0880211 10.6141286 9.6997093 13.0927224 11.5236651 11.9315929 9.8087102 10.2058575 7.9988132 5.8553594 10.1427788 9.4093909 NA 2.0739916 NA 10.3948011 14.0307297 8.1508160 0.0739573 7.4577051 8.2439256 9.5877282 TCGA-Y8-A894 57 0 NA 567 kidney stage i t1a nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 13 1987 white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1150312 -1.3154505 6.9883598 9.6640038 10.5959706 7.8164359 0.2695120 11.0619221 4.1404024 9.4636578 8.0854581 3.7289762 10.1688981 10.3906430 9.4959533 9.6800138 2.2695419 3.3284344 9.4560681 -1.3154505 11.7872106 11.0163354 5.0939700 9.0661218 9.7957014 13.5138555 8.7262379 8.3463568 8.6944073 15.1007000 9.7786564 8.7839264 10.0715189 4.9513640 9.7858979 7.5079460 10.5637790 2.1440137 13.7661453 2.6341053 8.2318394 11.1029584 8.5641621 8.8719308 1.0064776 10.1368199 9.6395021 12.1302402 7.6647182 13.8226561 5.4125004 9.3607738 9.6101331 10.3841512 NA 8.8519970 12.0114295 13.0663920 9.6460283 0.2695120 7.4757415 8.5316361 8.4887098 12.1105813 9.7138659 6.8793357 8.6561223 9.2032318 NA 10.2251910 9.4683954 9.8015724 9.8362295 8.8125730 9.0355178 11.2302672 10.0025565 13.4327715 -1.3154505 3.1440137 9.8946412 9.2362869 9.1139854 10.6992966 -1.3154505 2.3850168 2.0065135 12.7211816 11.7493214 10.9301314 8.1337274 9.4519356 8.5300688 10.5614793 0.2695120 8.3763221 4.7069449 11.2676614 10.2324372 11.8692030 10.5717993 8.6474746 4.9513640 10.7079866 1.0064776 1.0064776 3.4919300 8.4659386 5.2695419 2.4919300 7.2544344 11.8850176 10.5249632 12.7663950 9.5198397 3.2695419 10.0715189 7.5793967 10.9698219 8.1582845 3.0065135 10.1316619 2.2695419 6.7444100 9.5190498 8.3867515 12.9125706 11.4769623 8.4107969 9.0661218 12.0097436 9.2022480 10.5653101 8.6902034 8.7627295 0.2695120 10.1869133 10.1978128 -1.3154505 8.9540209 10.2835616 10.9301314 9.5417822 10.8151493 10.9794866 11.0025565 2.5914640 9.6086489 9.0388943 5.4260467 7.6732631 -1.3154505 8.9780503 6.8842511 12.5120206 10.0960897 9.3631787 10.3320371 10.8504278 9.3212034 1.4919557 11.1141946 8.7680579 8.4141994 10.9814949 -0.3154505 3.4394636 3.7289762 0.8799410 7.1399064 2.1440137 10.7303383 1.0064776 6.9883598 5.6440005 NA -1.3154505 12.1589184 11.1896459 12.0504910 11.0357940 12.2891319 6.1192068 10.2036399 5.8413190 10.8403456 11.0585313 9.8737855 12.1923733 0.6845495 0.2695120 NA 10.1264853 8.8228506 9.1024311 NA 9.9378353 10.7779963 11.5765522 4.5912306 9.7479737 NA -1.3154505 1.8545144 NA 15.4774325 8.3266304 9.2449116 12.1778087 0.6845495 9.3910747 8.5030971 11.4651184 7.8138620 9.5087420 9.8657310 9.6241579 9.1643589 9.4394663 11.7535249 11.5532084 9.7700512 10.3653777 7.6474750 10.4890002 3.2081426 10.2863495 5.5746616 8.1619930 10.1176425 -0.0063668 0.0019418 0.0000000 0.0023581 -0.0070934 0.0018030 -0.0062286 -0.0175290 -0.0051227 -0.0422450 -0.0063668 -0.0063668 0.0019418 0.0019418 0.0000000 0.0000000 0.0000000 0.0000000 0.0037465 -0.0597880 -0.0030475 0.0018030 -0.0052610 -0.0052610 -0.0062286 -1.0062000 0.0061090 -0.0066432 -0.0176660 -0.0299940 -0.0051227 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.3988242 6.9419666 5.5914700 7.6395021 -1.3154505 9.8324196 9.4577178 6.6286176 9.1834280 11.1487287 10.1928687 5.2391689 6.4659386 9.7845840 4.8744035 7.0596181 10.7546996 2.2695419 -0.3154505 7.8988976 1.0064776 NA 8.5079460 8.3867515 11.1552478 11.1893977 11.2397238 5.9037469 -0.3154505 2.8544944 0.2695120 9.9133973 7.1275219 9.4005407 NA 1.8545144 9.5174686 10.7038219 8.7852409 9.2410848 9.9519507 8.6019509 10.9803476 4.3284344 10.1824305 8.7627295 5.7931025 1.0064776 9.5284998 7.8444503 13.0491238 10.3450203 9.9809214 13.7747325 12.7590547 7.3102874 9.3257273 9.7330655 2.7720334 10.1849227 2.1440137 13.2557980 7.9607028 10.2367674 -0.3154505 NA 8.3953850 8.0939694 12.5562915 10.2544343 13.4327715 9.4209807 9.3614172 9.9940551 8.5456657 9.4519356 12.6158702 11.8692030 12.5444046 12.1677647 10.9407874 0.6845495 10.6525254 11.3906430 9.6438562 8.3867515 8.2468213 10.1809332 12.9693305 5.5425583 11.6123530 6.5237830 6.8842511 8.1683943 11.0875907 12.8591923 7.6064193 -0.3154505 -0.3154505 9.4192884 12.4543132 11.6118104 7.7773355 11.5079459 11.4983599 12.9571356 11.1893977 10.0255414 11.0316463 5.7506681 5.8343269 5.9037469 9.3693273 2.4919300 9.9659293 2.1440137 9.7445991 12.2424863 7.6123569 10.5406151 10.4163220 2.5914640 14.8871043 7.5660906 6.8842511 7.7736845 10.2983681 4.2695419 NA 9.6789321 9.8557555 9.7779302 11.9412297 3.5914640 6.6445802 7.3884823 1.2695120 9.5448897 10.6514446 9.8273240 NA 11.9640442 9.8879267 3.3850168 9.5479907 4.8138633 8.1943535 7.9205928 9.5198397 8.3451630 -0.3154505 8.8988979 NA 10.1978128 10.8450804 10.3583294 12.5120206 9.9360610 9.9115929 10.9814949 10.7640635 7.5300684 9.4975581 10.1429853 10.5790176 0.2695120 1.8545144 NA 7.9560415 11.5302432 9.4798067 NA 9.3910747 8.5656927 10.6954564 TCGA-Y8-A895 74 0 NA 484 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 3 4 9 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6226807 9.7948316 10.2752676 9.4133275 8.6186652 NA 7.9064427 8.8040545 0.3946239 2.2586094 5.8320697 4.7638949 6.5170599 8.4856583 10.3527330 11.5018808 8.4280867 12.9301011 10.1977185 12.2206825 13.9167147 11.4158750 11.1302198 7.1271143 6.1792543 7.1225837 10.6957788 6.6170560 2.3946513 3.1316224 9.8244191 10.9041088 10.3507978 5.3946650 2.1316224 8.6551912 9.4262501 8.6614503 8.5427166 5.4535571 9.5401713 9.8984894 10.2859412 2.3946513 8.5427166 6.5170599 11.0306840 9.9208369 8.5066686 8.8690457 1.3946788 9.0564418 9.9626197 9.8649836 8.1134817 4.5376191 11.1283259 3.7376002 8.4696972 8.4714793 NA 10.6354550 9.0397216 7.5645885 9.3837082 5.2020180 6.4535571 10.1879961 1.1316553 11.4420149 11.1974493 9.5477935 5.3174958 9.2587775 10.8072336 10.0712085 8.7826811 5.4679120 15.2589788 9.1259827 8.7165918 11.5984195 5.6425918 9.3488600 7.8348408 11.1936754 0.3946239 12.9387427 5.2710969 9.4089912 9.4979516 5.9492524 8.5528527 -1.1903386 9.9142999 9.6146388 11.5269492 7.5376214 13.8301274 0.8096614 9.4450022 7.9156099 10.7237126 -0.1903386 8.2813765 13.7360899 12.5291970 8.9758643 2.9796230 7.8595497 10.4133275 9.4821265 10.9299391 8.1539973 7.3488600 9.1383763 9.5161972 -0.1903386 10.0221976 7.1316296 9.9695726 9.8033473 9.3937242 8.6282833 11.0623991 9.4049587 13.3612292 -1.1903386 3.2020258 10.6946348 10.0030171 9.4290041 10.1528869 NA 2.1316224 NA 12.8309415 10.2385847 10.9505310 10.7733198 8.4002882 10.0112126 11.2164377 2.3946513 8.9632533 3.5101391 10.8561432 11.6196703 11.2533545 10.2349172 8.9771193 6.9645188 11.1495512 1.6170633 0.8096614 3.8540954 9.1977185 6.5976042 1.3946788 9.8798221 12.0775120 10.3937241 12.7272598 9.9331760 4.0191503 10.0799966 7.6234821 11.0002883 9.2629719 5.7404392 9.0939470 5.0764864 5.3795551 10.0451172 8.3604481 11.6022882 11.3246618 7.7075469 9.2547161 12.5131722 8.7492805 9.7195943 8.4987383 8.0858256 NA 7.6008644 10.0300796 -1.1903386 8.2396935 9.9889882 10.4830103 7.9492524 10.3209597 11.8188300 10.4490419 -0.1903386 10.1656028 9.1048388 0.8096614 8.5511684 1.8097025 5.1316306 5.7638975 11.8697216 11.3937242 9.8362246 10.5174917 10.8798221 9.4021583 -0.1903386 10.8343491 9.0492997 8.1955637 10.9296150 5.3488591 4.9594502 3.8097025 2.1316224 7.4280871 1.8097025 10.2401538 0.8096614 7.6707879 6.3178124 -1.1903386 -1.1903386 11.3278625 10.5477935 11.8806607 10.6618405 12.3146443 7.9364059 8.6394239 6.3269777 5.9896113 10.4431506 9.7617144 9.4589573 10.5700054 -1.1903386 NA 10.2675950 9.0044581 8.8784795 3.6170516 10.7916252 8.8445002 10.5766441 6.7724822 10.9331760 2.3946513 -1.1903386 1.1316553 -0.1903386 14.8373049 7.5066686 9.1361306 10.6976833 NA 9.3585231 8.2587879 11.7209059 8.9103636 10.2828996 10.1578760 9.5213682 9.6041171 9.2484931 10.9840028 10.0124372 9.4979516 10.4285455 7.3095473 9.8458748 2.2691229 10.0558480 4.8146530 8.7496184 11.4401959 -0.0049844 0.0148880 0.7606300 -0.0096849 0.7642700 -0.0008316 -0.0123000 0.7023200 0.1176500 -0.0071484 -0.0071484 -0.0049844 0.0148880 0.0148880 0.7547100 0.7547100 0.7547100 0.7547100 0.0118180 0.0047190 0.0000000 -0.0008316 -0.0102320 -0.0102320 -0.0123000 -0.0063183 0.0063871 -0.0080244 0.7055100 -0.0550950 0.1048200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 10.5583134 6.5031881 9.0069179 8.5146423 -1.1903386 10.1944849 9.3805057 6.5471845 9.8791510 11.4380101 10.2417210 0.3946239 5.7285654 10.1129112 4.0191503 4.8757899 11.0023022 5.0764864 -1.1903386 8.1406181 2.9796230 -0.1903386 8.0385201 9.4652319 11.7675777 10.3527330 10.8690625 7.3410829 2.3946513 -0.1903386 3.0576236 9.9129890 8.0457154 9.0457154 NA 6.0191548 9.0481059 10.2732256 9.8978269 11.5237320 8.4768126 8.4891812 10.6896673 3.0576236 10.1506640 9.3536998 7.6394239 3.2020258 9.1372537 5.8320697 12.7880542 10.8424358 9.4207260 13.6251846 12.6456529 6.3174958 7.1847405 10.0852438 7.4280871 10.2823921 3.3946650 13.5499563 4.0951058 9.5469485 0.3946239 NA 10.0893118 8.5410203 13.0964033 9.8825038 13.3612292 9.1987947 8.6551912 10.8855146 10.9338225 8.4002882 13.8386432 11.2533545 11.7182815 11.6715635 10.3317923 1.1316553 11.1647770 10.1327560 10.9399500 8.3604481 7.9896102 9.7595279 12.5394282 8.2894813 11.0487030 6.5444112 7.5101407 8.7030027 11.1553837 12.3587639 9.0300795 1.8097025 -1.1903386 9.2296615 12.3887814 10.6605912 7.0481065 10.5691733 11.4510756 11.8054684 10.3527330 10.1977185 11.4158750 4.2020180 9.0799964 3.1316224 9.3263861 5.1134838 9.3937242 2.3946513 8.7697030 12.2899663 9.6715635 10.8561432 9.8089967 2.1316224 14.1392523 8.6552384 7.5877783 7.8303479 10.1310657 6.6551915 3.9796230 8.1998701 9.6425913 9.0252343 12.2816304 3.8097025 9.6186654 6.3095473 -1.1903386 10.3065550 10.8258130 10.1048962 -1.1903386 11.5038414 8.8581881 1.8097025 10.6485112 1.3946788 8.1203141 7.1271143 9.9331760 9.7858142 -0.1903386 9.6746612 2.1316224 10.0300796 11.2521264 10.2757777 11.8697216 10.2614275 10.6808364 10.9296150 11.1724670 7.5477937 8.5187849 10.1271139 10.5877784 -0.1903386 -1.1903386 NA 9.3105430 11.5739695 8.4803576 0.3946239 9.3585231 8.6024914 11.6553873 TCGA-Y8-A896 62 0 NA 567 kidney stage iii t3a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma 50 1965 white not hispanic or latino NA NA 1 2 4 5 4 2 1 4 NA NA 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.931865e-06 6.15957e-07 9.57446808510638 30.8510638297872 18.0851063829787 30.8510638297872 10.6382978723404 7.6835091 10.2539721 8.2641906 8.5856901 10.2732727 8.8809551 3.9141244 9.0515760 8.7026181 2.1916574 5.4275358 5.7026188 5.8004651 7.5279398 8.2118027 10.9957871 12.2370063 7.8151719 10.0589349 10.6839099 12.2412324 13.5042328 11.1502089 10.8315395 9.2425932 6.2006456 7.3043559 12.3728084 6.0791818 NA 3.6770797 10.1568633 10.7630296 9.8434254 6.6246156 -0.1302075 8.6657676 9.4742813 11.9720319 9.5856901 6.8063666 12.1662141 9.7960240 10.0785721 5.6379116 10.3814807 1.1916258 9.8704324 8.9154877 9.2970410 8.1341706 3.9990078 12.8532561 10.5248115 10.6379124 7.8948675 6.3954056 10.9611105 2.4797221 8.6510879 7.8948675 2.6770797 10.0533635 10.2179029 8.8166343 9.6077189 3.6246156 7.6962763 10.3111160 8.9072750 11.1803408 10.0913152 10.0131113 5.9031516 10.5993191 8.7675734 10.6758748 8.5788119 7.3615815 15.9080255 9.5261530 8.3991587 8.5315062 5.2791184 9.7081441 7.8441427 11.3891186 3.0396473 13.1557081 4.3370046 9.9204066 5.5839733 8.1574404 8.8326239 0.8697135 10.0663302 9.5465667 13.7025192 7.4584427 13.6687359 4.6246156 9.9548951 11.2761988 10.1608988 NA 7.7856074 13.8341592 11.5938155 8.2469386 1.8697135 8.2980882 8.9912616 9.1848776 10.9358172 8.6819053 7.9465437 8.9411905 9.7230377 3.5701714 9.5474477 8.7841133 9.9472114 9.6103520 10.3555574 8.3474863 11.4186053 9.5500876 13.1733661 2.4547023 0.8697135 9.9717038 8.8703055 9.1200266 10.7057784 -1.1303654 3.3932926 2.0396648 13.4505754 11.6065528 10.8034187 7.9912616 8.7885914 10.5623436 10.9805375 5.2959911 7.3332520 8.6962766 10.8195548 8.1939087 11.1457681 10.4357821 8.7945406 8.5942417 10.8235607 8.3022701 4.2620422 0.8697135 9.2980882 6.9782528 -1.1303654 10.8979794 12.7874731 9.6321100 11.9302551 9.5701678 2.8697332 9.8195548 7.6962763 10.4051638 2.1916574 6.6510876 7.9782523 9.4414808 5.7885918 9.6633313 8.2791188 12.2391891 12.3422920 10.8993604 8.7370066 12.6465723 8.6754719 9.2949439 9.0706265 8.0421557 NA 6.8004651 11.0549132 1.2088918 7.5411981 10.1493386 10.3116348 8.1620499 10.5553529 11.2804444 10.6399790 4.1551339 10.6690097 8.2256075 5.0396517 8.4281487 NA 9.0949354 6.2095781 12.3455881 11.7898948 9.0803994 10.4871955 10.3469804 9.1792045 -0.1302075 10.9580293 8.8484386 9.0409048 10.8704323 4.1551339 4.8004651 3.3932926 -0.1302075 7.5839733 2.8697332 10.4011095 1.6770797 9.0283376 7.4621104 -1.1303654 0.8697135 11.6724463 9.8071019 11.7590419 10.7152181 11.9455414 7.5874047 9.3402752 6.8990149 7.0041542 10.8498676 10.1241662 11.9634757 7.7766186 -1.1303654 NA 10.0864740 9.1700805 9.5848321 6.7089321 12.3936575 11.0147049 11.3937800 7.9025729 9.8129755 -1.1303654 2.0396648 2.3291523 -0.1302075 14.5699239 7.7885911 8.6345998 11.4398209 -1.1303654 8.7120785 9.1524922 11.3204238 5.6111960 11.1306476 9.9505455 9.2040013 9.1493386 9.1757898 11.0764372 10.0773525 9.9821675 10.4199939 8.1780672 9.9802114 4.1916574 9.5736317 4.2747015 7.5612620 11.5760082 0.0100060 0.0055529 -0.0029091 -0.0175290 0.5366100 -0.0113350 -0.0033243 0.0136320 -0.0891690 0.0100060 0.0100060 0.0100060 0.0055529 0.0055529 -0.0052610 -0.0052610 -0.0052610 -0.0052610 0.0012481 -0.0202750 -0.5794000 -0.0113350 -0.5650500 -0.5650500 -0.0033243 -0.2798600 0.0024969 0.0129340 0.0107030 0.0134920 -0.0891690 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 10.4195127 6.0496373 9.6551804 7.6625836 NA 9.8129755 12.5235807 8.5088335 10.2791190 11.7647977 9.7599923 2.7766094 4.9358180 10.0949355 3.4546892 3.7766199 11.1394392 9.4414808 NA 7.9168522 7.7152180 3.3932926 8.7462449 7.5908273 11.3887204 10.9957871 10.2571153 8.4069465 0.8697135 1.1916258 -0.1302075 9.7284862 7.3454611 9.8290055 -0.1302075 8.1081329 9.524364 10.186010 9.065715 10.185444 9.283356 8.599349 10.264727 4.999012 10.168936 9.412760 7.059552 5.664144 9.444321 6.182611 13.353733 11.747587 9.812243 13.248362 12.757520 7.173509 9.405003 10.131823 10.138270 9.862666 8.945207 13.122246 5.136515 9.862666 -1.130365 NA 10.403544 7.892096 12.365458 10.060170 13.173366 9.085261 8.554477 10.972360 8.556229 8.788591 12.491665 11.145768 12.017887 12.501587 10.459379 3.776620 11.464752 10.284413 11.697468 8.279119 8.198403 10.130648 12.290083 11.339879 11.377272 7.443375 8.173509 8.969076 11.279119 13.072464 8.826830 -1.130365 NA 8.637912 12.653238 11.360383 6.800465 10.643279 11.9322802 12.0215374 10.9957871 10.6839099 11.1502089 6.8920959 12.9490461 6.1081334 9.4844379 6.4166219 10.0002987 5.6379116 6.1365154 11.9227783 9.0657153 10.9542043 10.1140919 1.8697135 13.2252856 7.1141869 7.6802997 7.0658631 10.6625183 9.1950335 5.5279398 8.7871000 10.0552229 9.7089318 12.1362218 4.3932926 11.9226357 9.3635835 1.1916258 11.2812390 11.3291597 10.3434338 -0.1302075 11.0746048 9.4088868 4.9782506 10.7811200 7.7183507 8.2425930 5.4395832 9.5701678 9.6688720 4.7766199 8.5649562 -1.1303654 11.0549132 10.8030499 10.9694046 12.3455881 10.2409602 10.7580908 10.8704323 10.7641669 7.7462449 8.2833560 10.3393699 10.1950335 0.4547023 -1.1303654 NA 10.1481775 11.7495602 9.2360503 -0.1302075 8.7120785 7.8640815 11.1446885 TCGA-Y8-A897 68 0 NA 549 kidney stage i t1a n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 1 7 4 9 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8528234 5.8736508 6.4623959 4.3768182 10.4347514 10.1101742 10.8888360 2.3444024 1.2068932 8.7706632 9.2136416 10.5247596 8.4811564 4.8849690 4.9510562 9.4114661 10.6128872 5.9617831 11.4564824 7.7797843 10.8478627 10.0296250 7.7828122 8.3687828 3.5288213 10.3942469 10.0573942 10.2853125 7.7614834 8.0500750 11.5000584 3.9476101 8.2699233 8.0846389 4.3112343 10.6720530 9.8223406 9.1364493 10.0229184 3.6398573 7.6955387 10.5195010 0.8849495 11.8069936 10.8898894 10.1209809 5.4996769 8.6280339 12.2393539 10.2616348 8.4755539 7.6498382 15.7753023 9.5234026 8.8622468 10.7568720 4.7178573 9.1921675 7.5179622 10.4294483 4.7676124 13.5030654 2.4699381 8.6685216 9.1053452 6.6531518 8.9017750 2.5853952 9.5810650 9.1137854 12.0893851 7.4395558 16.1598778 4.6923212 9.2249505 8.7491528 11.0956381 NA 7.0090885 13.4978352 13.2445791 8.1749856 7.6728694 7.2643450 11.0536389 8.6712364 10.9803637 8.7948600 8.1017126 7.5538520 9.2589193 -1.1149724 10.1910285 8.0397849 10.0692223 9.9010787 9.1864629 9.1089684 11.3395257 9.2869128 12.3155500 1.2068932 2.9724353 9.9409270 9.7431265 9.1376321 10.3652520 NA 2.3444024 -0.1149724 13.1990543 11.9024711 10.5767103 13.3486827 8.7797847 9.8000992 10.6082010 4.8622480 8.0296252 5.3112306 10.6502529 11.1795875 11.8072854 10.1622541 8.1703688 9.6818175 10.5547376 7.2336944 2.5853952 4.8622480 8.6581061 5.1887491 -0.1149724 8.7963586 12.2971396 10.4090187 12.3276511 9.4124437 3.1328894 9.8672474 7.2336944 10.1387670 9.8557917 6.8157035 8.9524011 7.1795877 4.5288213 10.6030715 7.8216050 12.1940167 11.1414703 8.7083338 9.0292682 12.7259413 9.3576576 9.8208684 7.8764887 8.5252119 NA 6.7978560 11.0324897 NA 9.0530119 9.2815715 11.2932965 9.6712364 10.4746180 12.0006607 10.5507468 1.4699381 9.8406167 8.5268196 4.5854073 7.0992857 0.8849495 7.3808221 6.3927622 12.4567194 10.5644469 9.7637840 10.7483787 10.2259296 9.0723189 1.2068932 10.9350943 9.0821834 7.5679614 10.6527374 0.8849495 4.8622480 4.3768182 2.7918557 8.9921838 3.1328894 10.8796738 0.8849495 8.8082943 5.1703698 NA 0.8849495 11.6566626 11.0045564 11.2613635 10.7959842 12.1432383 8.1113788 9.6077146 6.1574561 7.6858666 10.3484912 9.6687836 12.1036813 7.1841751 -1.1149724 NA 9.8835571 9.1989835 8.4959917 6.3112306 11.8493076 11.7776993 9.7514729 6.4000358 9.8075512 -1.1149724 -1.1149724 2.0548832 -1.1149724 14.3250248 7.1233713 8.8933953 11.5211382 -0.1149724 9.0155374 8.7924734 10.9993598 8.0090879 9.8565103 10.2469105 8.9987089 8.8230761 9.4231556 11.2834433 10.8835572 9.9031669 10.7174612 8.0397849 10.0467285 3.8391635 10.0938108 5.0540887 8.5389405 10.5705916 0.00152550 0.00807610 0.00221930 -0.00013862 -0.00180140 -0.00387790 -0.01678600 -0.01257600 0.03735900 0.00152550 0.00152550 0.00152550 0.00467760 0.00807610 0.00221930 0.00221930 0.00221930 0.00221930 0.00152550 -0.00290910 0.00180300 -0.00387790 -0.01028000 -0.01028000 -0.01161100 -0.00387790 0.68031000 -0.00346270 0.67011000 0.00000000 0.03735900 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.121579 7.701950 7.466167 7.187149 NA 9.650667 9.006500 8.212430 11.464518 11.473065 10.687887 4.170366 6.439555 9.603500 4.311234 6.749153 10.608628 7.179588 NA 7.746053 3.585407 0.469886 8.466167 7.564447 11.897892 10.484415 11.128191 7.170369 1.206893 2.585395 1.692338 9.894095 7.988255 9.239216 -1.114972 6.646518 9.2621773 10.1517533 8.8779049 10.2627196 8.8835573 8.6646862 10.4467320 3.2772855 9.9987089 9.3848127 7.2985951 3.7918557 9.4605061 7.7241707 13.1961474 10.9717664 9.5644468 13.4720997 12.3971294 6.4699299 7.4586141 9.8849668 8.3748148 9.7460537 4.7178573 12.7360325 8.0039080 9.7759909 1.8849495 -1.1149724 10.1328942 7.9537448 12.6785701 9.6712364 12.3155500 9.4614510 8.6213688 11.7794056 10.0592683 8.7797847 12.3045320 11.8072854 11.4253370 12.1618181 10.7530176 2.2068932 11.0812615 11.2903742 10.5551804 7.8216050 8.0698423 10.0039079 12.4728614 9.5679614 11.1625448 4.7178573 6.8216044 8.6162856 11.9647848 12.4764891 8.9142539 -0.1149724 NA 9.0155374 12.6673508 10.8968020 7.2336944 11.0251575 11.6838435 12.3120176 10.4844147 10.6473488 10.6107590 6.0448378 9.9177013 5.4996769 9.4969137 4.5288213 9.4095085 5.9617831 9.0932012 12.1574332 9.6222140 11.1266520 9.8891873 2.6923156 14.6484385 7.9744175 6.9402490 8.1721945 10.8482241 7.6987477 7.5431780 8.9429584 9.9577692 9.3020809 11.8249132 7.6531510 10.8282142 7.5573925 3.6923268 10.2879787 10.9045575 10.2353535 -1.1149724 10.9584389 9.9677810 2.9724353 9.9066408 1.6923379 8.7491528 8.6777570 9.4124437 10.0850439 6.0548919 9.4932216 0.4698860 11.0324897 10.9466755 10.6082010 12.4567194 10.5324252 11.1370408 10.6527374 10.6461024 7.6264340 9.3122797 10.1841748 9.7359349 2.0548832 1.6923379 -0.1149724 9.7653156 11.0986816 9.3707961 NA 9.0155374 9.0698420 11.0916759 TCGA-Y8-A898 69 0 NA 475 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 NA NA 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3948579 4.9082317 7.8526562 8.9698084 10.7971181 8.7083807 11.4093761 8.9454930 10.9798204 9.6631208 8.0094457 7.7857493 4.7298953 11.1140549 10.5064156 10.1737120 7.2098890 2.6211024 11.1439113 1.9175845 9.0403892 7.5043360 4.5694303 10.7161872 9.0537212 8.9124211 9.9249431 4.3888577 9.1294270 10.5687681 1.4819705 10.7604180 10.5976625 6.8128858 5.4361652 7.6568446 13.1880328 10.0394322 9.4332533 8.7604179 15.9406635 9.1841412 8.1614484 10.3453805 4.1824063 9.1348134 7.9249122 11.6102851 4.7673688 12.4376184 4.1367492 8.4920771 8.3828354 5.7487537 9.3337176 1.8038883 9.4405212 9.1167796 11.5730733 6.7203729 16.1786529 4.1824063 9.3248216 8.2796301 11.3657573 NA 7.5957110 14.0319336 13.1547253 8.5587842 5.1824063 8.1401800 11.5232854 9.6556456 10.3132758 7.5587842 6.8218186 8.2600454 9.0948370 0.4819189 9.5760463 8.2666034 10.0269330 9.8005114 9.2649668 8.3368368 11.6878961 9.1979305 13.1812156 NA 3.5694303 10.7469974 9.4317953 9.7487551 9.9848004 NA 3.8038986 1.0669502 13.6656039 11.0851312 10.5277282 13.1848987 5.7107872 10.6668438 11.0138373 5.6914225 8.2501530 6.1401795 10.1392870 11.0971383 11.3100851 9.5614533 9.0346375 10.6196001 10.8301434 5.2893218 NA 4.1258247 9.7800310 5.5480574 NA 8.9556743 12.3881075 9.2318380 11.1828417 8.9577019 1.4819705 9.3037424 8.0288631 10.3014052 10.1675934 3.6518898 9.0874480 6.1684696 5.2633274 10.5667769 7.0744252 10.9118983 11.8367688 8.3368368 10.1122357 13.2147719 9.0346375 9.0575077 8.6317155 7.9249122 NA 6.6914225 10.3484747 1.0669502 9.5133940 8.7487551 10.9434479 8.5426643 10.3061318 12.1149637 10.7828930 4.3888577 10.6649836 9.4200337 5.0669330 8.6009097 0.4819189 7.4361652 4.2893254 12.7221636 11.3120876 9.3243190 10.5304554 10.9961894 8.7534314 1.0669502 11.2173807 9.8395205 7.9040330 9.8295899 1.4819705 5.3888577 3.2893181 3.8038986 7.2763841 2.9414068 10.2368560 -0.5180811 9.6329850 5.8742855 NA 3.1824063 11.5740649 10.9961894 10.9150323 10.4288748 11.9027183 8.3337176 5.0055302 6.4194310 8.2030675 9.8050233 9.5358943 9.8284823 4.2893254 NA NA 9.8218185 9.9362678 8.1824083 6.2763850 11.4851350 10.9285349 9.2812501 8.1005740 10.1490801 NA 1.8038883 3.4819705 -0.5180811 14.6655264 5.7107872 8.6317155 10.7765892 -0.5180811 8.4390704 8.5208874 11.1401800 6.3523330 9.9818144 10.8422670 9.3948579 8.6418397 9.2844850 11.3978479 10.1058500 9.5891856 10.9008753 8.1614484 9.4706532 4.3399497 9.1312247 4.0055347 7.8051583 11.7965518 -0.00097017 0.00680440 0.00305220 -0.00622860 0.60142000 -0.00180140 -0.01243800 0.55443000 0.04145800 -0.04444900 -0.00097017 -0.00097017 0.00680440 0.00680440 0.00305220 0.00305220 0.00305220 0.00305220 0.01112100 0.00416320 0.00027728 -0.00180140 -0.00678130 -0.00678130 -0.01243800 -0.00193990 0.00000000 -0.00857660 0.56347000 -0.06298700 0.03794400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 9.3646116 7.1040200 8.1222135 7.3462167 0.4819189 9.4171335 9.4186064 8.7556244 10.9300848 11.7622811 10.5290924 3.4819705 6.2368561 10.2451809 -0.5180811 6.7298967 10.4542304 6.1684696 NA 7.4419706 4.8742855 0.4819189 8.5773654 7.1684685 10.6738975 9.7788847 11.6560671 7.4649623 -0.5180811 0.4819189 1.4819705 10.0725555 7.6816411 8.5694315 -0.5180811 6.9165973 8.7322668 9.6643628 9.8987660 9.7310819 8.0781583 9.1789359 9.9454929 1.0669502 10.4171335 9.1858720 7.5263623 5.6717944 8.8871100 5.8218173 13.1605686 11.8707930 8.9937211 13.7215670 12.2919376 5.5263631 8.0855946 9.7522639 10.4470312 10.3360577 4.8038986 13.7483159 4.1258247 7.9976684 0.4819189 NA 10.4763219 6.2234361 13.0190656 8.9475350 13.1812156 8.4875929 7.7903074 11.4484739 10.3507910 5.7107872 12.9020603 11.3100851 11.3669022 12.6047965 9.8987660 2.9414068 11.3033439 9.5426645 10.7369971 7.0744252 7.6767251 10.1428558 12.4667430 9.2844850 10.8929498 5.3148596 6.7393567 8.0211271 11.5554406 11.6877618 8.4215477 -0.5180811 -0.5180811 8.5263627 12.7471440 10.2660226 7.4419706 10.2981522 11.7740025 11.3360577 9.7788847 9.4156592 10.6920310 5.6112521 9.5507468 3.3888646 9.6138256 5.4361652 8.5826309 8.7083807 8.1543938 11.7803175 9.9186801 10.9526274 9.3492472 3.3888646 14.3925176 7.7257616 6.2098881 7.6898128 11.1548358 8.5263627 6.6112521 7.4763217 9.5507468 9.0985175 12.4491948 7.9040330 11.5413130 7.8128852 4.6112491 10.0800210 11.3504053 10.5372509 -0.5180811 10.3600194 8.3888590 3.3888646 10.2268023 4.1824063 7.1113256 7.0133495 8.9577019 9.6569316 2.2893328 9.5627860 NA 10.3484747 10.5188290 9.6443598 12.7221636 11.1067640 11.2094636 9.8295899 10.7239517 7.7393567 8.8016408 10.2763844 9.7937168 NA NA NA 8.8461031 11.5628060 7.9857941 -0.5180811 8.4390704 8.9897632 10.9818144 TCGA-Y8-A8RY 63 0 NA 769 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 30 1970 white not hispanic or latino NA NA 1 5 4 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1436660 7.5236568 0.1778540 11.2072288 3.3600411 8.7482687 8.4352694 3.4998076 10.2030212 9.6145934 8.6359466 9.5034121 5.4755616 8.1853765 9.6988278 2.5929234 12.0463185 11.0865245 7.3071644 7.7375773 10.0951395 10.6044960 10.2286374 8.7729776 6.9012579 15.1828044 9.4717366 8.2653445 10.5500213 5.3071662 9.7615913 8.4242263 11.2981196 4.1475102 13.4631876 4.9968678 8.9593943 9.5558152 6.9504707 8.5280845 1.4002647 9.9630617 9.3553013 12.6166736 6.7876767 14.5582564 4.0847701 9.1490134 7.7144530 10.8906953 NA 8.3709964 12.4246223 13.0139321 9.1618255 3.9852363 7.0358625 10.9319341 9.4042939 11.0033705 8.1066467 7.6777274 9.1797591 9.7331099 NA 10.5310285 8.4210558 10.3114521 10.4126992 9.4075017 8.8432176 11.5968798 9.5687671 13.8305400 2.6803919 1.7628590 10.6899637 8.9767640 9.3419506 10.3577908 NA 3.5929234 3.1164812 13.1953861 11.3379632 10.7876761 11.5102913 8.2385777 10.5869190 10.9720268 5.4998108 8.5162469 4.5702018 11.0317111 12.4509002 11.3157012 10.2723993 9.3905809 8.9238361 10.4843233 4.9852363 2.0523463 6.6750679 9.0202322 5.0023110 0.9148706 9.4725024 11.9313771 9.8390660 12.5772487 9.3986631 3.2367681 9.9755432 7.5412864 10.7201204 7.2864062 4.4509011 8.8289333 8.2076289 4.8783232 10.0656100 7.8643824 11.4518716 11.6932530 9.1881766 9.4621352 12.3066279 8.8444017 9.7864446 9.0917683 7.4540064 NA 7.7527907 10.3897701 3.4940315 8.7729651 10.4034909 10.0987308 9.4186730 10.3881472 11.0298910 10.6899637 1.5929234 10.2662283 9.9018555 4.2367758 8.5716298 1.1778540 8.7974903 6.0275478 11.7249369 11.3494755 9.1330471 9.8289335 11.0238944 8.9204720 1.9148324 11.1028303 9.1281947 8.2898866 10.7118603 1.9148324 6.0275478 5.0523507 1.1778540 7.3709960 2.7628378 10.0797542 1.5929234 8.6222063 6.5179685 NA 2.4002647 11.8113311 10.8160159 12.1429445 11.0123528 12.3300609 7.7401241 9.1926274 7.0834889 8.2385777 10.3759174 9.6420871 11.2225035 4.8966981 1.9148324 0.9148706 10.1651457 8.9405406 9.1684585 4.5236560 12.6966988 9.6710701 10.8702066 6.8250529 10.1565922 -1.4069809 0.5929234 2.4998076 0.9148706 14.6430017 7.4786159 8.9482703 10.8561884 0.1778540 8.9438583 9.2137346 11.8620459 8.5787610 11.4226419 9.8573618 9.5095452 9.4763262 9.2493441 11.4128987 10.0605248 10.4462288 10.2080890 7.5117827 9.7350901 4.6152868 9.5673338 5.7694412 8.1018234 11.6725707 -2.7707e-03 9.1705e-03 1.3868e-03 -4.3651e-03 1.2846e+00 4.1632e-03 -1.3278e-02 6.5093e-01 9.7979e-02 -2.7707e-03 -2.7707e-03 -2.7707e-03 9.1705e-03 9.1705e-03 1.3868e-03 1.3868e-03 1.3868e-03 1.3868e-03 7.1628e-04 5.5459e-04 -9.7017e-04 -7.3305e-05 8.7528e-03 8.7528e-03 -4.8461e-03 -1.1087e-03 4.4411e-03 -2.4938e-03 -2.0784e-03 -3.4768e-02 9.7979e-02 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 10.5478425 6.4002749 8.1455883 7.2928038 -0.4071722 9.9674153 10.3127358 8.4812820 9.5587035 11.3959666 9.8295314 0.9148706 5.7324700 10.2218204 2.9148515 7.9526690 11.5061826 8.2076289 1.9148324 7.7678448 5.1164812 -0.4071722 8.2149709 8.4273904 11.5168632 10.7839784 10.7200623 7.1816343 1.1778540 1.4002647 2.0523463 10.3045862 8.1551618 9.2295439 0.5929234 6.9895239 9.1928321 9.9777029 9.7690923 9.7420311 8.9316556 8.4907647 10.7404422 3.4002783 10.4111020 9.0564437 7.6041462 4.4998076 8.9712142 5.7728279 12.9745298 11.2734985 9.4218490 13.9521540 12.0933877 6.8400868 8.5957341 9.5673338 8.8265390 10.7839784 4.5929174 13.0939478 5.4130998 10.2868418 0.9148706 -1.4069809 9.5623058 8.0441301 12.6440432 9.9271925 13.8305400 8.9215940 9.1797591 11.6510801 8.8420325 8.2385777 11.4501227 11.3157012 11.8974131 11.7436185 10.3586197 5.2511321 11.2998468 10.2972552 10.7410780 7.8643824 7.7452044 9.8205351 12.5226400 9.6810449 11.0689059 6.4194681 7.6013481 8.9766234 11.0827672 12.6476931 9.9783286 0.1778540 -1.4069809 9.0987309 12.1485868 11.3332439 7.2653450 10.5766254 11.7300705 12.2304498 10.7839784 10.1825704 11.2318076 6.3742796 8.8725299 3.7628484 9.1513401 5.6803834 9.6763986 6.0191837 8.6616976 11.9236849 8.7001362 11.0541429 10.2998469 2.8408459 14.4893226 6.5154744 6.7628444 8.0729215 10.7734501 8.0128793 4.2367758 8.9636068 9.4839433 8.7490022 11.4977420 8.0170857 10.6259980 7.4571050 3.3478074 9.9755432 11.2560326 10.3482241 -0.4071722 11.6873269 9.1115723 3.9504684 10.1213733 2.8408459 8.5572600 7.0191837 9.3986631 9.6951246 2.4002647 9.3905809 3.1778859 10.3897701 10.9154107 10.4079022 11.7249369 10.2381273 10.6613616 10.7118603 10.8289334 7.1125552 9.3452999 10.5489323 10.5641035 -0.4071722 0.5929234 NA 9.3930103 12.0138058 9.0160352 0.1778540 8.9438583 7.9592416 11.0186596 TCGA-Y8-A8RZ 55 0 NA 205 kidney stage i t1 n0 mx male 2013 NA no NA kidney papillary renal cell carcinoma 20 1973 white not hispanic or latino NA NA 3 5 3 5 4 4 1 4 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.99695134 7.73665290 1.98509963 11.26703917 9.52329809 8.81799923 10.37510070 3.07256890 5.92762391 11.55970269 2.44453456 11.45856123 10.86277674 1.57007427 3.15503677 9.10664276 7.07257211 11.04242403 9.22351378 6.90992188 15.28881856 10.29231001 7.65044506 10.87004277 3.37742920 8.79407335 7.34705259 10.71897187 0.98513607 13.81567388 2.44453456 8.40133650 9.90098859 6.06192521 9.31826441 4.07256890 9.90248124 9.20064216 11.56936705 7.00191706 14.84470945 6.60716162 9.27104300 6.58502261 11.93621169 NA 6.81165726 14.55789819 12.65077818 8.52426784 1.30702043 7.92468841 10.83763865 7.72320153 10.71897187 8.24249676 9.00608900 8.33162282 8.77627214 NA 8.58502186 9.29003083 10.78964360 10.87232975 8.94221127 9.39131406 11.44601037 10.17493367 12.75360366 -0.01493682 5.73999658 10.82942259 9.90024161 9.72235655 9.30252172 -1.01479105 4.19455989 4.41137201 14.58228879 11.61446577 9.77219546 12.50290155 9.01024863 10.43012404 10.47896463 4.27051399 7.89199994 4.65753712 10.87461310 10.00747697 10.99517561 9.87689292 8.33383739 7.18478114 10.85200165 0.57007427 1.98509963 3.30703501 8.82745958 3.57007427 -0.01493682 8.56064847 11.30365194 9.93785047 10.17986606 7.75329365 5.00747809 9.68207672 8.87537339 10.31595324 9.32384560 8.81958006 9.42182079 4.02950589 4.41137201 10.29003083 8.40927552 11.59058869 11.72720803 9.41242208 8.97521316 13.27893999 9.09885140 9.11953541 8.79407335 7.90098874 NA 9.90843661 10.78802936 0.57007427 8.86927982 10.30760065 11.00191741 11.25890476 10.18600774 11.99825732 10.91214632 1.98509963 10.13358574 9.18453620 3.79245975 7.08314102 NA 7.10922995 6.31602624 12.41634557 10.74624482 10.43374170 9.91436749 11.17925040 9.03631815 0.57007427 11.45272999 9.78195995 8.73162349 9.48096424 0.57007427 5.41137540 3.50866950 3.93930181 11.70535341 2.15503677 10.83724845 1.57007427 6.88597574 6.27051212 NA NA 11.87271058 10.45525961 11.20518514 11.44786704 11.59728655 9.91362756 8.23303673 7.23374812 8.73162349 10.51941207 10.22351390 10.95449565 4.86775318 NA NA 9.31714576 9.52038453 8.32273127 6.45271403 9.96952755 9.14119212 8.46286745 8.65977796 10.95952371 NA 0.57007427 0.57007427 0.57007427 13.39416855 7.96238880 8.80528826 11.20336966 -0.01493682 8.56442504 9.22360934 11.26732885 6.59243910 10.92211510 10.98968074 9.36989283 9.40506933 8.27972989 12.06675901 11.54161521 9.53873835 10.87689284 7.30252195 9.09516174 3.30703501 10.23184973 4.96238707 8.05541802 10.30195637 0.0077783 0.0139110 0.7725200 -0.0049844 -0.0038507 -0.0034627 -0.0031859 0.0513870 -0.0650450 -0.7827700 0.0077783 0.0077783 0.0139110 -0.8078200 -0.8275700 -0.8184300 -0.8184300 -0.8184300 -0.0137110 -0.0049844 0.0000000 -0.0034627 -0.0022168 -0.0022168 -0.0031859 0.0000000 -0.0127130 0.0095883 0.0278110 0.0655130 -0.0650450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.27743085 6.52426745 6.41137370 6.46811896 -1.01479105 10.00400482 8.95952385 8.55070639 8.17493367 10.74424832 10.45982912 NA 6.07257104 10.95161460 4.98510874 6.67160900 10.79206144 4.02950589 -0.01493682 6.76646928 4.50866950 0.98513607 9.02813648 6.85547400 10.15902981 9.67510704 12.01735811 6.55496482 NA -0.01493682 2.44453456 9.51746507 6.80528859 9.41242208 NA 4.96238707 9.04985182 9.83138310 9.96024062 11.18662052 8.40296173 10.49488418 10.07984661 3.23302906 10.11116828 8.03495794 7.95377566 3.73999928 8.96810285 4.65753712 13.41758581 11.63031723 8.56442504 12.89762429 13.93470792 7.00747697 11.60027895 9.99633634 7.92468841 9.89724996 1.57007427 12.64777753 4.57007427 9.72151108 3.84308942 2.57007427 9.50080902 8.92027424 12.85566653 9.54639715 12.75360366 8.86469255 8.92908912 6.53200363 11.63952142 9.01024863 11.75370702 10.99517561 10.85547385 13.67406970 10.40769955 NA 11.52499492 7.06725795 9.38812107 8.40927552 7.96238880 10.25948730 11.72931229 7.96238880 10.70834349 5.77952501 6.88597574 6.50867109 11.86851612 11.33549587 9.00608900 -0.01493682 3.50866950 9.66810370 12.01715489 10.67680908 6.65044578 10.27570398 11.01439637 12.62003361 9.67510704 9.96024062 9.04850431 3.37742920 9.80608589 4.07256890 7.81483173 3.57007427 8.99633649 6.99073368 4.86775318 11.34099702 9.35252395 10.81641643 10.29174053 0.57007427 13.72209236 5.52395707 6.36881374 8.70160277 10.72910203 6.94511136 1.98509963 8.92908912 10.02402818 8.70620831 11.39847265 3.73999928 9.42805255 6.05119806 -0.01493682 10.32105771 11.84774650 10.77830600 NA 10.77789941 9.00469997 1.79248058 9.36773318 1.30702043 8.58316177 7.39025066 7.75329365 9.50221741 2.79245975 7.80209303 1.30702043 10.78802936 9.66106619 10.49537878 12.41634557 10.43889423 11.15252728 9.48096424 11.19699745 9.10275234 6.72657649 10.26239651 9.82115947 NA 4.41137201 NA 9.57288664 10.65312990 8.95521514 NA 8.56442504 8.23540780 9.85238796 TCGA-Y8-A8S0 58 0 NA 183 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 1 5 2 1 4 9 1 4 1 3 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3660656 4.9686069 9.8377359 10.3243964 10.2405346 4.6008704 8.5490519 4.0389980 10.7675625 10.8030759 8.0645294 8.3796920 1.2316167 10.2927853 9.6738915 10.3592037 8.0173641 2.6339891 11.1823312 3.0444816 8.6888423 8.7926088 2.3471270 10.7171331 9.4451486 8.8862752 9.6865760 5.1858348 5.3191013 9.3915106 0.6467157 11.5407366 10.5862559 10.5855212 8.5384606 10.1940436 8.9976159 9.5069879 8.6601949 8.0729413 15.0487228 9.4999864 8.8278289 11.0034038 5.0389936 9.7321491 8.0875461 10.2089191 3.1061138 13.5487220 4.2510449 7.9252423 9.2905329 6.1142816 8.7733812 -1.3532843 9.6530029 9.9458848 11.7259948 7.3574834 14.6992528 3.9320801 9.0829615 9.5062116 10.3885650 NA 8.6773437 12.3001936 12.4206401 8.5323731 2.7341351 7.9731061 11.6216290 9.7407544 11.0379203 8.6494919 6.9731061 9.0624186 9.8573481 NA 10.1299886 7.8585648 9.5580686 9.8290710 8.5833145 9.2586237 11.1319677 9.3720429 14.1333232 1.2316167 0.2316782 10.4620600 9.6089510 9.0655834 10.5127966 NA 0.9685700 0.2316782 13.0796100 10.3120127 10.8993421 7.9481727 9.3137882 9.4668557 10.4516144 4.7552027 8.5833145 3.3471128 11.3135664 11.1768392 11.3261150 10.6030529 9.2641442 6.4540311 10.9447393 0.6467157 1.2316167 4.7964212 8.6452672 8.5877243 -0.3532843 8.6182203 11.9214916 10.6897040 12.1299887 9.4748132 2.4540443 9.9447393 7.4700438 10.8904368 7.3155617 3.1061138 9.2003060 8.2796719 4.7461838 9.9481729 8.3609221 12.7166299 11.7343053 8.0854687 9.0260550 11.9099459 8.8315521 9.8240962 9.0978878 9.1112225 NA 8.3864575 10.4226984 0.2364620 8.4941884 10.0064262 10.5748249 8.4231096 10.2264641 11.6302048 10.6879937 1.2316167 10.2007858 8.9683229 3.1702456 8.1505023 NA 7.7887836 6.1623772 12.3788441 10.8573480 9.5369409 10.3703377 10.4410926 9.5928520 0.2316782 10.9268965 8.8340289 8.2923350 10.7410844 4.0042317 3.9320801 1.8165997 2.2316474 6.2905331 2.6466696 10.3690574 0.6467157 7.3574834 5.3217874 NA -1.3532843 11.6203741 10.8109552 11.4874546 10.8181663 11.6641811 6.7707987 9.4272165 6.3277035 7.0475558 10.8536910 10.0432815 10.6783780 9.5498055 0.9685700 -0.3532843 9.7964238 8.8766971 9.2278773 2.2316474 9.5935829 10.6480849 11.3494987 5.5206140 10.1435305 NA NA 1.4540179 NA 15.2024042 7.8993424 8.9309224 11.0198137 NA 8.8585651 8.7040188 11.9865267 7.8658452 10.4604579 10.0901384 9.5046577 9.1954987 9.2878253 11.4323335 10.1824381 9.9893071 10.4414987 7.2905331 10.1025176 2.5535571 10.3767222 5.4326187 7.4925430 10.9184315 -0.0190400 0.0172640 0.0104240 0.0011093 0.8657200 -0.0024938 -0.0281250 0.7522300 0.0824760 -0.0190400 -0.0190400 -0.0190400 0.0172640 -0.0575940 -0.0197260 0.0104240 0.0104240 0.0104240 0.0224440 0.0011093 0.0193630 -0.0024938 -0.0169790 -0.0169790 -0.0228810 -0.0169790 0.0119580 -0.0190760 0.7602500 -0.0881090 0.0824760 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 10.0069751 7.0389936 6.9366956 7.4628286 -0.3532843 9.4386536 9.1183519 6.1581916 10.0534132 11.1545878 10.3948695 5.5293212 5.9686046 9.5899241 4.1061054 5.1385278 11.2609264 8.2796719 1.2316167 8.0129988 3.3471128 -1.3532843 8.3436441 9.0454203 11.6469004 10.7887837 10.9694809 6.7604192 2.2316474 -1.3532843 1.8165997 9.6917538 8.2796719 9.2250493 NA 4.5774167 9.6016000 10.1829239 9.1415324 10.6182203 8.8426640 8.5862558 11.2871476 3.2316321 10.2127308 9.2687284 6.1544718 2.6466696 9.4913825 6.3331768 13.2205014 10.8169148 9.9384230 13.8029178 12.4675537 6.7341392 7.7367889 10.2484475 6.6800993 10.5143415 2.6466696 13.7605003 6.7552014 8.7114195 0.2316782 NA 9.5811047 8.4032332 12.9647252 9.8315521 14.1333232 9.0750368 9.3261569 11.2031827 7.8414335 9.3137882 13.4651590 11.3261150 12.1924858 11.8769974 10.7502924 2.1061138 10.3340523 10.6641811 10.9216372 8.3609221 8.0195418 9.7727359 12.8453519 8.4491932 11.4483830 5.9595592 6.4732252 8.7938816 10.9055371 12.5821180 7.8389694 0.2316782 NA 9.6487884 12.3476582 11.3599837 7.7154548 11.2304646 11.4071888 12.4261909 10.7887837 10.5513113 10.5847860 4.2905350 9.1663130 3.8561292 9.3191022 3.8165997 9.7012810 4.6008704 9.9753516 11.8969603 9.1633616 11.3268164 10.1455259 2.7341351 15.0130331 8.4577625 6.5231934 7.8999097 10.3062267 6.8706779 2.3471270 8.8240964 9.8371187 9.4750989 11.9712792 4.6239546 8.8253417 6.2613860 -1.3532843 10.5983257 10.3969650 9.5877243 -1.3532843 12.1231698 9.5239608 3.1702456 9.6225246 2.8946044 8.8718843 8.2995217 9.4748132 9.3708665 0.9685700 8.9481730 1.2316167 10.4226984 10.8766971 10.8240963 12.3788441 10.0968569 11.0108114 10.7410844 10.5975971 7.3745970 10.2507666 9.6978857 10.4206401 NA -0.3532843 NA 8.4763995 10.6846354 9.2995217 -1.3532843 8.8585651 8.7261616 11.7264948 TCGA-Y8-A8S1 61 0 NA 404 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA NA 2 2 3 2 4 4 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 3.468013e-07 5.76923076923077 15.3846153846154 21.1538461538462 38.4615384615385 19.2307692307692 5.187000 12.291828 7.649000 11.398362 9.754172 7.569856 5.724025 7.491108 7.030273 NA 2.829261 3.421466 7.228819 8.822912 5.514574 10.647715 12.398171 3.906891 10.179020 7.295933 12.135022 13.750603 11.506803 8.896116 9.577968 4.321928 6.704398 14.293278 NA NA 6.480357 10.515277 10.800553 10.107964 3.321928 NA 5.514574 10.012425 12.995616 8.689499 5.038133 4.724028 8.799975 11.639987 8.162032 13.808979 12.907427 9.078723 9.620482 8.006427 8.369442 5.990306 12.654764 11.117272 8.508927 5.129283 4.468772 11.648560 NA 9.956905 7.334752 3.321928 10.650923 9.381852 8.136625 9.923466 0.514602 9.400270 11.374108 -0.485398 9.943980 10.357709 2.321928 4.906891 8.615236 13.109248 10.565102 8.999940 8.262766 16.026032 10.525800 6.143930 10.550060 3.906891 7.508927 5.321928 11.321928 6.580663 12.841705 2.358565 8.590453 9.271129 9.256040 7.699448 4.158426 10.596057 8.430333 12.468951 5.818355 15.721110 6.923964 8.733524 9.110763 12.227315 NA 7.790698 13.006176 13.168202 8.299208 6.069163 7.308989 7.165625 9.510340 10.867720 7.628315 7.781360 7.669391 8.010428 4.038138 7.733741 10.386478 10.953365 10.670656 8.643856 8.176351 12.261616 10.683245 11.544551 1.099565 5.762500 10.648358 8.018399 9.369442 10.374884 NA 1.099565 0.514602 13.736689 13.139825 9.071079 11.763983 7.201074 11.051306 11.179909 5.491853 7.384938 7.520197 9.252665 11.298390 10.416059 6.898277 8.334752 11.907964 11.169657 4.762503 4.799973 2.973997 8.684498 -0.485398 1.514552 8.006427 11.592057 8.580662 9.734952 7.719144 NA 7.804592 8.325145 10.297694 8.984215 7.664320 9.026326 7.221932 7.704398 10.974517 6.069163 9.433436 12.034701 11.398362 9.830855 13.555976 9.639987 7.542479 9.110036 10.316282 -0.485398 8.497567 9.818354 1.099565 8.035113 9.687001 10.135709 10.887438 10.446788 10.508219 11.413552 5.099535 10.443092 9.448662 6.269461 7.508927 NA 8.465858 5.069161 12.724940 12.182350 10.001408 10.834810 10.162931 8.731319 3.684493 11.761851 9.584694 8.630917 8.646430 3.762498 5.664321 4.872124 1.514552 7.143930 0.514602 9.639987 0.514602 9.565782 6.215013 NA 2.321928 11.913317 11.190971 11.205444 10.409391 11.585365 9.595391 7.364635 6.775634 9.162031 7.961656 8.018399 9.490421 4.468772 NA NA 10.532773 9.256040 6.269461 NA 12.305940 13.645305 6.114486 7.421824 10.434926 NA 2.836510 NA 0.514602 14.778503 6.536940 8.638694 11.497210 NA 9.030273 9.133528 9.086326 2.099531 11.671604 11.315069 8.451211 9.645144 8.462940 11.247589 10.800553 10.279445 10.917585 7.228819 8.612605 5.397218 8.474575 1.557239 7.068317 11.385323 0.00281720 -0.00221680 -0.00193990 0.00069327 -0.00221680 0.00194180 0.00471900 0.00736090 -0.02835500 0.00610900 0.00610900 0.00281720 -0.00221680 -0.00221680 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00484610 0.00069327 0.00000000 0.00194180 0.00958830 0.00958830 0.00471900 -0.29059000 -0.00207840 0.00861350 0.01265500 0.00263570 -0.02835500 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.266954 7.129283 7.679480 7.931666 1.099565 9.720366 8.849964 10.369878 11.307770 11.964122 10.317090 1.099565 5.158430 10.551434 5.069161 6.923964 8.802286 7.221932 NA 5.623097 4.099539 NA 8.880895 1.836490 9.355351 10.647715 11.541802 7.186999 NA NA 0.514602 10.921310 5.099535 9.325145 -0.485398 7.242494 9.145750 10.120053 10.606009 9.679480 8.724026 10.764872 7.699448 1.099565 10.899896 9.244194 6.674445 8.125598 7.580663 5.799976 12.946071 11.318704 7.221932 12.328955 12.406547 5.491853 9.534164 10.421464 10.700687 10.424466 5.468769 12.466950 5.623097 9.394156 4.762503 1.099565 11.589384 6.053733 13.283068 7.486117 11.544551 7.827456 7.752978 10.737972 11.006426 7.201074 13.785306 10.416059 12.235245 12.242919 9.728892 2.514577 11.566802 8.696968 11.205881 6.069163 4.421466 10.422215 12.413552 8.681991 9.977075 4.643856 6.372553 6.684498 11.952845 11.071079 6.321928 NA 0.514602 7.771961 12.945418 8.308989 4.724028 9.464400 12.571211 10.486117 10.647715 7.295933 11.506803 5.836502 7.360063 2.099531 9.535553 7.107030 8.893952 8.162032 2.514577 11.854145 5.664321 10.145750 8.852195 0.514602 13.833469 6.377148 5.445310 6.799976 10.921310 8.945026 5.799976 9.708099 8.771961 10.327328 11.315069 9.964753 12.213929 9.801131 NA 11.543170 12.192733 11.008929 1.099565 10.481079 6.762500 2.321928 10.608651 3.684493 7.822912 6.514574 7.719144 9.854056 9.134793 9.934533 5.421462 9.818354 10.826321 8.602036 12.724940 11.041561 10.441610 8.646430 11.177686 8.030273 7.994353 10.850522 9.748193 5.957518 5.643856 NA 10.217612 12.494470 5.854422 3.099531 9.030273 8.430453 9.225380 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.19244 0.00010935 0.0001149 5.8456e-42 3.2009e-07 0.2129 0.11691 0.017894 0.036599 1.2096e-17 5.6659e-06 0.033316 0.053858 8.2662e-22 7.93e-38 6.3629e-41 0.00020384 0.00035682 1.2094e-08 0.14875 2.2959e-10 1.2054e-07 2.11e-10 7.8605e-40 0.0019119 0.00048907 0.023682 0.0069069 0.028988 0.14251 0.23516 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0.238 0.0113 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